{"meta":{"query_hash":"db79c5fc78d4","filters":{"venue":"Frontiers in Built Environment"},"cohort_total":66,"direct_labels_cover":0,"predictions_cover":66,"exported":66,"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/db79c5fc78d4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+Built+Environment"},"results":[{"id":"W2334931081","doi":"10.3389/fbuil.2016.00005","title":"Estimation of Wind-Induced Pressures on a Low-Rise Building Using Quasi-Steady Theory","year":2016,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Azimuth; Elevation (ballistics); Wind speed; Probability density function; Roof; Elevation angle; Log wind profile; Wind direction; Wind tunnel; Wind engineering; Meteorology; Environmental science; Geology; Structural engineering; Mechanics; Engineering; Mathematics; Statistics; Wind gradient; Geometry; Physics","score_opus":0.013109350202648015,"score_gpt":0.23475118885718552,"score_spread":0.22164183865453752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334931081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67831904,0.00006978956,0.3192271,0.000060496634,0.000013978985,0.000034038538,0.00017921568,0.00042054785,0.0016757674],"genre_scores_gemma":[0.9923724,0.000042141764,0.0073074717,0.0000034319362,0.0000027410074,0.000015853126,0.00006592788,0.000012184817,0.00017790412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986744,0.000039410108,0.000005796561,0.000026544476,0.00004588425,0.000014847136],"domain_scores_gemma":[0.9995604,0.00025832638,0.000046901147,0.000040876635,0.000073990705,0.000019475066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033070307,0.0002995732,0.00032921514,0.00029464738,0.00022404501,0.0004581799,0.0003924355,0.00027979692,0.0004036941],"category_scores_gemma":[0.00098021,0.00028782716,0.00033013354,0.00025314768,0.0004053069,0.0005835126,0.00027710185,0.0003730612,0.000086224005],"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":[0.000042250165,0.000046525252,0.005314227,0.00004035251,0.000017216495,0.00005078004,0.000049141017,0.97080594,0.0147545785,0.0015793315,0.0000805409,0.0072190994],"study_design_scores_gemma":[0.0000023340417,0.0000206925,0.002280995,0.0000012818775,0.0000025878048,0.0000057711095,0.000005208043,0.99653256,0.0009518577,0.00016949986,0.000023102233,0.000004042906],"about_ca_topic_score_codex":0.0073994338,"about_ca_topic_score_gemma":0.0037042531,"teacher_disagreement_score":0.0073994338,"about_ca_system_score_codex":0.00028906576,"about_ca_system_score_gemma":0.00055341836,"threshold_uncertainty_score":0.014712751},"labels":[],"label_agreement":null},{"id":"W2735144519","doi":"10.3389/fbuil.2017.00040","title":"Lateral Load-Resisting System Using Mass Timber Panel for High-Rise Buildings","year":2017,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wood Treatment and Properties","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 Alberta; FPInnovations","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Engineering; Cross laminated timber; Finite element method; Shear wall; Stiffness; Dowel; Structural load; Engineered wood; Structural system; Seismic loading; Civil engineering","score_opus":0.02449516520659314,"score_gpt":0.20386551440681347,"score_spread":0.17937034920022032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735144519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84016544,0.00025782126,0.1529054,0.00004076917,0.0000323747,0.000051411982,0.000088859895,0.00094764284,0.0055103377],"genre_scores_gemma":[0.9822802,0.000052951887,0.01594217,0.000011255963,0.0000065955237,0.000014601499,0.000049192822,0.000019200137,0.0016238719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987745,0.000020900443,0.0000059845543,0.00002125725,0.000057689645,0.000016676542],"domain_scores_gemma":[0.99990344,0.000011854892,0.000025006235,0.000018926094,0.000025456651,0.000015267095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013553629,0.00034535935,0.00017731467,0.00031470667,0.00018072352,0.00021904278,0.0004702552,0.00022222007,0.0020373876],"category_scores_gemma":[0.00011881731,0.00010181083,0.00025499525,0.00015117104,0.00013047486,0.00027352653,0.0002630484,0.000120841454,0.00068082026],"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":[0.00017314403,0.00010054283,0.003531766,0.0001966422,0.000022394206,0.0004591403,0.00013556535,0.02364077,0.9096726,0.0008675529,0.00047875353,0.060721114],"study_design_scores_gemma":[0.00010181943,0.0035765783,0.044629678,0.00006777134,0.00020532383,0.0016987117,0.00037142413,0.36758426,0.56171674,0.000937253,0.018969642,0.00014086756],"about_ca_topic_score_codex":0.00033371308,"about_ca_topic_score_gemma":0.0010067568,"teacher_disagreement_score":0.0020373876,"about_ca_system_score_codex":0.000087574874,"about_ca_system_score_gemma":0.00012148754,"threshold_uncertainty_score":0.0068157315},"labels":[],"label_agreement":null},{"id":"W2759883352","doi":"10.3389/fbuil.2017.00055","title":"Overview of Ground-Motion Issues for Cascadia Megathrust Events: Simulation of Ground-Motions and Earthquake Site Response","year":2017,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Seismic Performance and Analysis","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":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey","keywords":"Attenuation; Geology; Seismology; Peak ground acceleration; Subduction; Amplitude; Spectral shape analysis; Strong ground motion; Ground motion; Spectral acceleration; Acceleration; Magnitude (astronomy); Geodesy; Spectral line; Physics; Tectonics","score_opus":0.023461609348540628,"score_gpt":0.2706771272928142,"score_spread":0.24721551794427354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759883352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.903782,0.00047290718,0.07630701,0.00031609743,0.000035610574,0.00015073945,0.0033280698,0.001727489,0.013880017],"genre_scores_gemma":[0.9801815,0.00038255067,0.016477585,0.000034784214,0.000010971413,0.00014469516,0.0013842554,0.00015910596,0.0012244786],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987304,0.00004171506,0.000011842747,0.000022224493,0.000026028425,0.000025194939],"domain_scores_gemma":[0.99950397,0.00026083077,0.000046822217,0.00005474594,0.00009026346,0.00004325316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044305183,0.0008883613,0.0007452452,0.0005589374,0.00039948683,0.0006153024,0.001245835,0.0011244902,0.0028636327],"category_scores_gemma":[0.0010206267,0.00038546268,0.0006445791,0.00078335067,0.00028873057,0.00041998204,0.00045704746,0.0005707643,0.00027503146],"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":[0.000029647119,0.00003379185,0.005329283,0.000034297747,0.00003122667,0.000052963365,0.000042116924,0.9895862,0.0012729508,0.00051473593,0.00019754222,0.002875278],"study_design_scores_gemma":[0.000015108288,0.00002110102,0.0016131415,0.0000078726125,0.000009893093,0.000015556556,0.00002511028,0.9971644,0.00045580874,0.00028508634,0.00037834788,0.0000085641595],"about_ca_topic_score_codex":0.029292997,"about_ca_topic_score_gemma":0.020990957,"teacher_disagreement_score":0.029292997,"about_ca_system_score_codex":0.0006711336,"about_ca_system_score_gemma":0.0006867036,"threshold_uncertainty_score":0.058245003},"labels":[],"label_agreement":null},{"id":"W2799852078","doi":"10.3389/fbuil.2018.00020","title":"Full Aeroelastic Model Testing for Examining Wind-Induced Vibration of a 5,000 m Spanned Suspension Bridge","year":2018,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Structural Engineering and Vibration Analysis","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":"Western University","funders":"National Key Research and Development Program of China","keywords":"Flutter; Aeroelasticity; Structural engineering; Suspension (topology); Girder; Engineering; Vibration; Wind tunnel; Wind speed; Span (engineering); Turbulence; Box girder; Bridge (graph theory); Aerodynamics; Mathematics; Mechanics; Aerospace engineering; Acoustics; Geology; Physics","score_opus":0.03238690824313608,"score_gpt":0.2208259435239835,"score_spread":0.1884390352808474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799852078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894706,0.000028534927,0.0097390395,0.000012971801,0.00001675127,0.000019585508,0.00006646722,0.00007216559,0.000573818],"genre_scores_gemma":[0.99665195,0.00002113447,0.0026091705,0.0000058710807,0.0000021715728,0.000019782443,0.00007287468,0.0000055779997,0.0006115001],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998036,0.000019519712,0.000009674354,0.0000375439,0.00010006314,0.000029582556],"domain_scores_gemma":[0.99983585,0.00003051514,0.00001868189,0.00003748218,0.00004726016,0.000030143296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030600931,0.00045084322,0.00020828228,0.0002658772,0.00022269094,0.00014866104,0.0003625842,0.0004941221,0.0014240165],"category_scores_gemma":[0.0002445968,0.00015331777,0.00033425406,0.00009558821,0.00018318501,0.00026864748,0.00028245625,0.00023175844,0.00019925779],"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":[0.0001935449,0.00018380574,0.003510213,0.00006885593,0.0000102415515,0.00026144,0.00017335871,0.005911253,0.9802264,0.00015112945,0.00014922822,0.009160625],"study_design_scores_gemma":[0.0001411059,0.014909145,0.0980771,0.00004810901,0.00009006093,0.0006576716,0.000888867,0.22989747,0.652335,0.00031448327,0.0025714724,0.000069535716],"about_ca_topic_score_codex":0.0003838231,"about_ca_topic_score_gemma":0.00085212686,"teacher_disagreement_score":0.0014240165,"about_ca_system_score_codex":0.0000748535,"about_ca_system_score_gemma":0.00013446437,"threshold_uncertainty_score":0.004763782},"labels":[],"label_agreement":null},{"id":"W2800901589","doi":"10.3389/fbuil.2018.00025","title":"Editorial: Large-Scale and Full-Scale Laboratory Test Methods for Examining Wind Effects on Buildings","year":2018,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"","keywords":"Scale (ratio); Engineering; Environmental science; Test (biology); Marine engineering; Forensic engineering; Geology; Geography; Cartography","score_opus":0.00552287413164649,"score_gpt":0.25234840602146424,"score_spread":0.24682553188981776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800901589","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":[0.000033790835,0.0031398137,0.00015453945,0.01255076,0.9830156,0.000015762902,0.00006477519,0.000053079035,0.00097176776],"genre_scores_gemma":[0.0004733502,0.0030888142,0.00014064617,0.008396756,0.9799818,0.000023184528,0.000042943077,0.000041493924,0.007810964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623543,0.00048413244,0.00053624314,0.00054540695,0.001978521,0.00022030663],"domain_scores_gemma":[0.98005384,0.008209642,0.0013158679,0.0005530324,0.0076838704,0.002183766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058911946,0.0047940523,0.0037554905,0.0039682253,0.00309554,0.005941016,0.0037568964,0.0144480085,0.0171641],"category_scores_gemma":[0.020638825,0.001082193,0.0023474891,0.0014829073,0.0023466037,0.00393468,0.001619103,0.015142919,0.013165246],"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":[0.000053079024,0.0000145135855,0.00002333285,0.00019815777,0.0000145093645,0.000093671595,0.000008885796,0.000025437033,0.00009217081,0.00017573813,0.9944739,0.0048265676],"study_design_scores_gemma":[0.000085224354,0.00004403052,0.000408845,0.00044936876,0.00005994744,0.00023990619,0.000044208835,0.00021267912,0.00024671093,0.0011226941,0.997062,0.000024342342],"about_ca_topic_score_codex":0.0011880922,"about_ca_topic_score_gemma":0.0034965368,"teacher_disagreement_score":0.0171641,"about_ca_system_score_codex":0.0019481453,"about_ca_system_score_gemma":0.001761727,"threshold_uncertainty_score":0.057419658},"labels":[],"label_agreement":null},{"id":"W2897190217","doi":"10.3389/fbuil.2018.00053","title":"Seismic Collapse Risk Assessment of Code-Conforming RC Moment Resisting Frame Buildings Designed With 2014 Canadian Standard Association Standard A23.3","year":2018,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Seismic Performance and Analysis","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia; Universiti Teknologi MARA","keywords":"Fragility; Seismic hazard; Structural engineering; Infill; Masonry; Building code; Incremental Dynamic Analysis; Seismic risk; Seismic analysis; Unreinforced masonry building; Reinforced concrete; Moment (physics); Engineering; Structural system; Ductility (Earth science); Geotechnical engineering; Geology; Civil engineering","score_opus":0.0038680731387668566,"score_gpt":0.19903480400453893,"score_spread":0.19516673086577208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897190217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599105,0.00004249176,0.0019673829,0.00000991208,0.0000012294705,0.000020583837,0.00023867731,0.000027375178,0.0017014543],"genre_scores_gemma":[0.9983192,0.000033919223,0.00077721616,0.0000017479086,6.123957e-7,0.000004610597,0.00041084006,0.0000031406714,0.00044865356],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994716,0.000042108277,0.000014201797,0.000045535988,0.00034156226,0.000085057334],"domain_scores_gemma":[0.99957055,0.000047246718,0.00007640735,0.000026381762,0.00022990018,0.000049585393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003885927,0.0005515193,0.00023370002,0.0016318992,0.00042809744,0.0004860517,0.00042681917,0.00028408616,0.00046138483],"category_scores_gemma":[0.00086054223,0.00012446237,0.00025310085,0.00089511235,0.00036680122,0.00019626947,0.000500214,0.00019042802,0.00010840892],"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":[0.00057721726,0.00020490414,0.529365,0.00010135131,0.00010638334,0.0013295338,0.001082369,0.33409244,0.036434066,0.001840575,0.0017901089,0.09307601],"study_design_scores_gemma":[0.000011033105,0.000390919,0.731291,0.00002380747,0.0000626842,0.00031036718,0.0015385823,0.25521305,0.008914895,0.00038547,0.0017934064,0.000064782966],"about_ca_topic_score_codex":0.34506825,"about_ca_topic_score_gemma":0.48739952,"teacher_disagreement_score":0.6549318,"about_ca_system_score_codex":0.0024920506,"about_ca_system_score_gemma":0.0015323455,"threshold_uncertainty_score":0.68611944},"labels":[],"label_agreement":null},{"id":"W2915601643","doi":"10.3389/fbuil.2019.00016","title":"Rapid and Automated Damage Detection in Buildings Through ARMAX Analysis of Wind Induced Vibrations","year":2019,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Structural Health Monitoring Techniques","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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural health monitoring; Structural engineering; Vibration; Computer science; Engineering","score_opus":0.010782406112633567,"score_gpt":0.2405217778650813,"score_spread":0.22973937175244774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915601643","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":[0.3892736,0.000103623686,0.6073781,0.00007105453,0.00001654283,0.00004379413,0.00017750126,0.0009995884,0.0019360912],"genre_scores_gemma":[0.9764473,0.00005307023,0.022606453,0.000007966266,0.0000036943725,0.00002432888,0.000090024114,0.00001907135,0.0007481623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989104,0.000020476366,0.0000059672648,0.000034293033,0.000037835212,0.0000104615665],"domain_scores_gemma":[0.9998671,0.000050422343,0.000039383984,0.000014656479,0.000023114284,0.000005348511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020669625,0.00043702623,0.00024982254,0.0003285827,0.00012180201,0.0003687731,0.00030351113,0.00029371792,0.00048363995],"category_scores_gemma":[0.0004142808,0.00018628295,0.00028488817,0.00019364954,0.00016819891,0.000307773,0.0002707062,0.00025619395,0.00012852714],"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":[0.000051319552,0.00004837827,0.004268409,0.000041004812,0.000022077611,0.000074893804,0.00005610806,0.9327382,0.024362855,0.0009816485,0.00019930182,0.037155807],"study_design_scores_gemma":[7.953245e-7,0.000019745323,0.0017605623,0.0000012033174,0.0000019971853,0.0000070479427,0.000005669136,0.9969188,0.0010400105,0.0001658198,0.00007569243,0.0000025855757],"about_ca_topic_score_codex":0.00372422,"about_ca_topic_score_gemma":0.0030469338,"teacher_disagreement_score":0.00372422,"about_ca_system_score_codex":0.00025841137,"about_ca_system_score_gemma":0.00020733538,"threshold_uncertainty_score":0.0074051023},"labels":[],"label_agreement":null},{"id":"W2941208743","doi":"10.3389/fbuil.2019.00059","title":"The Dynamic Effect of Downburst Winds on the Longitudinal Forces Applied to Transmission Towers","year":2019,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Wind Energy Institute of Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Conductor; Electric power transmission; Aerodynamics; Transmission line; Wind tunnel; Structural engineering; Engineering; Scale model; Current (fluid); Aerospace engineering; Electrical engineering","score_opus":0.0033694572776702615,"score_gpt":0.19291208716953936,"score_spread":0.1895426298918691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941208743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99703026,0.000040979965,0.0015981672,0.000021666176,0.0000122460015,0.000009148053,0.00007367178,0.00004188805,0.0011720239],"genre_scores_gemma":[0.9995485,0.000032457978,0.00016748912,0.0000045242896,0.0000012154129,0.0000026727546,0.000042205764,0.0000030545802,0.00019787812],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986243,0.000014594481,0.000009341341,0.000021521248,0.000055195946,0.00003693804],"domain_scores_gemma":[0.9997271,0.000074961106,0.00006104102,0.00004057593,0.000063188265,0.000033161985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016988294,0.0002897553,0.00027499895,0.00023052606,0.00031639618,0.00046300038,0.00019900393,0.00030244442,0.00092788826],"category_scores_gemma":[0.0006651652,0.00016074786,0.00026274362,0.00014223845,0.00031533858,0.0003441018,0.0003095994,0.00030612544,0.00019560025],"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":[0.00085265347,0.00040262364,0.10484788,0.00020047948,0.00008033543,0.0022698254,0.0006044033,0.54366803,0.30183268,0.0008148104,0.001024816,0.04340149],"study_design_scores_gemma":[0.00003661248,0.0012908042,0.25403228,0.000037272697,0.000047249436,0.00034564026,0.0008379677,0.6989732,0.042773407,0.00025574514,0.0013186542,0.000051240768],"about_ca_topic_score_codex":0.00541539,"about_ca_topic_score_gemma":0.0046369224,"teacher_disagreement_score":0.00541539,"about_ca_system_score_codex":0.00022643546,"about_ca_system_score_gemma":0.0001939563,"threshold_uncertainty_score":0.010767698},"labels":[],"label_agreement":null},{"id":"W2950677086","doi":"10.3389/fbuil.2019.00073","title":"Lessons Learnt From the 2009 Padang Indonesia, 2011 Tōhoku Japan and 2016 Muisne Ecuador Earthquakes","year":2019,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","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":"Western University","funders":"Engineering and Physical Sciences Research Council; University College London; Great Britain Sasakawa Foundation; Institution of Structural Engineers","keywords":"Landslide; Seismic hazard; Settlement (finance); Liquefaction; Geotechnical engineering; Engineering; Civil engineering; Forensic engineering; Geology; Seismology","score_opus":0.010062874812994758,"score_gpt":0.18520058899065187,"score_spread":0.1751377141776571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950677086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88428336,0.024768285,0.001467657,0.053149596,0.0024526494,0.000057019173,0.0015778409,0.00011582287,0.032127686],"genre_scores_gemma":[0.95336866,0.025720818,0.0018560669,0.0049590515,0.0012741679,0.00002818848,0.0009349701,0.00008437303,0.011773754],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994985,0.00014241463,0.000043165066,0.00008496476,0.0001092609,0.00012167356],"domain_scores_gemma":[0.9993761,0.00016741538,0.00010900089,0.000058693717,0.00017748715,0.000111226334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009933425,0.00056435703,0.00037689,0.0006718196,0.0011048492,0.0024552424,0.0006846556,0.0012275039,0.0022165077],"category_scores_gemma":[0.0024638025,0.00024101164,0.0002794032,0.00084111217,0.0010847482,0.0021447367,0.0015034361,0.0015155431,0.00059457147],"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":[0.00035359233,0.0004033656,0.16379663,0.0025910218,0.000184922,0.019067358,0.22382751,0.0017903815,0.004703784,0.0035751567,0.078237094,0.50146914],"study_design_scores_gemma":[0.000027828422,0.00028717163,0.30195132,0.0037124797,0.00010652862,0.0033090974,0.40916964,0.00082714733,0.0030491767,0.0043238215,0.27309906,0.00013670343],"about_ca_topic_score_codex":0.0123812305,"about_ca_topic_score_gemma":0.045236688,"teacher_disagreement_score":0.0123812305,"about_ca_system_score_codex":0.0013515082,"about_ca_system_score_gemma":0.0008383237,"threshold_uncertainty_score":0.024618328},"labels":[],"label_agreement":null},{"id":"W2951024492","doi":"10.3389/fbuil.2019.00077","title":"Estimating Passenger Car Equivalent of Heavy Vehicles at Roundabout Entry Using Micro-Traffic Simulation","year":2019,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Traffic control and management","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":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"VisSim; Truck; Roundabout; Transport engineering; Unit (ring theory); Automotive engineering; Traffic flow (computer networking); Traffic simulation; Engineering; Computer science; Intersection (aeronautics); Mathematics","score_opus":0.008937927983396411,"score_gpt":0.20569345372675304,"score_spread":0.19675552574335664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951024492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99201596,0.000017690252,0.006833752,0.0000058256314,0.0000020513742,0.00002188863,0.00037944585,0.00010171729,0.0006216686],"genre_scores_gemma":[0.99701834,0.000020754915,0.0023049803,0.0000012030578,4.951311e-7,0.00001399596,0.00042189076,0.0000070283413,0.00021128643],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998165,0.00003403943,0.000010267813,0.00004340211,0.000052476054,0.000043434324],"domain_scores_gemma":[0.99939764,0.00024767945,0.00009060856,0.000048913418,0.00017361615,0.000041551335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026742698,0.0004674169,0.0003287798,0.0008562759,0.00014460666,0.0005198313,0.00043182969,0.00030368104,0.00071073265],"category_scores_gemma":[0.0012622289,0.00025907203,0.0004607394,0.0006992892,0.00012516361,0.0004847495,0.0002931433,0.00024040508,0.00017563718],"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":[0.00014200842,0.00006044504,0.087499805,0.000035708996,0.000047243484,0.00013069373,0.000087384615,0.8987771,0.005604912,0.00025286205,0.00012850894,0.0072332937],"study_design_scores_gemma":[0.0000065236804,0.000077168486,0.038787324,0.0000037644063,0.000023387878,0.000021200112,0.00009711022,0.95734704,0.0033393553,0.000087443346,0.00019383585,0.000015864074],"about_ca_topic_score_codex":0.04000065,"about_ca_topic_score_gemma":0.034863304,"teacher_disagreement_score":0.04000065,"about_ca_system_score_codex":0.00069746224,"about_ca_system_score_gemma":0.00047389654,"threshold_uncertainty_score":0.07953566},"labels":[],"label_agreement":null},{"id":"W2952601191","doi":"10.3389/fbuil.2019.00091","title":"Reliability of Wavelet Analysis of Mode Shapes for the Early Detection of Damage in Beams","year":2019,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Structural Health Monitoring Techniques","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":false,"ca_institutions":"Université Laval; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Wavelet; Beam (structure); Vibration; Structural engineering; Probabilistic logic; Mode (computer interface); Bending; Computer science; Statistics; Engineering; Acoustics; Mathematics; Artificial intelligence; Physics","score_opus":0.007499583085861333,"score_gpt":0.23334489438042058,"score_spread":0.22584531129455926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952601191","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":[0.47487715,0.00097287283,0.5220235,0.000135084,0.000049379327,0.000066775705,0.00017421602,0.00051794585,0.0011830459],"genre_scores_gemma":[0.95871955,0.00041439966,0.04035527,0.000018723284,0.000033509583,0.000027611379,0.00017533271,0.000048633647,0.00020699867],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99679273,0.0013913672,0.00020877663,0.0004114003,0.0010527655,0.00014287629],"domain_scores_gemma":[0.970553,0.02084036,0.0027317984,0.00235518,0.003242671,0.00027694815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077723493,0.00086342235,0.0006165936,0.0023619204,0.00028141495,0.00071756495,0.0006250092,0.00093523297,0.00037589716],"category_scores_gemma":[0.031191189,0.00040417217,0.0005712011,0.0009070141,0.00072800706,0.0011948842,0.0006778974,0.00076524017,0.00037020497],"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":[0.0027935093,0.00027332862,0.096863955,0.00043392397,0.00036741194,0.0004465686,0.0006571186,0.28934792,0.12347058,0.003560571,0.0009907595,0.4807943],"study_design_scores_gemma":[0.000027106787,0.0004367271,0.04036092,0.000042356984,0.000069115726,0.00029409287,0.0000926456,0.9300077,0.02617058,0.0019835827,0.00042754362,0.00008762245],"about_ca_topic_score_codex":0.0010706297,"about_ca_topic_score_gemma":0.00058059976,"teacher_disagreement_score":0.0077723493,"about_ca_system_score_codex":0.00026346807,"about_ca_system_score_gemma":0.0004026723,"threshold_uncertainty_score":0.041104615},"labels":[],"label_agreement":null},{"id":"W2981631930","doi":"10.3389/fbuil.2019.00121","title":"Environmental Justice and the Food Environment in Prince George’s County, Maryland: Assessment of Three Communities","year":2019,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","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":"Johns Hopkins University","keywords":"Ethnic group; Environmental justice; Geography; Descriptive statistics; Environmental health; Population; Socioeconomics; Demography; Household income; Gerontology; Medicine; Sociology; Political science","score_opus":0.05661031167580438,"score_gpt":0.33530497170676316,"score_spread":0.2786946600309588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981631930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99913496,0.000032785447,0.000069030924,0.0000646903,0.0000013275586,0.00003751854,0.00015003968,0.000002631556,0.00050712674],"genre_scores_gemma":[0.9981223,0.00008222089,0.00077700143,0.00006417149,0.0000041374988,0.00014657599,0.00043689806,0.0000019717597,0.000364714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995184,0.00012164582,0.00003318094,0.00007715829,0.0001217173,0.0001279269],"domain_scores_gemma":[0.9986638,0.00013421044,0.00036472542,0.00007306003,0.00041650527,0.00034761062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006059088,0.00027605417,0.00017478899,0.002125842,0.0022562826,0.0009855293,0.0007426268,0.0004378097,0.00093391206],"category_scores_gemma":[0.001967799,0.00030117057,0.0003163431,0.0017948552,0.000690401,0.0006242822,0.0027610536,0.0005489118,0.00012413916],"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":[0.00005231777,0.00014702788,0.985182,0.000038193397,0.000041580657,0.00025799742,0.0048857536,0.00016191184,0.0003852955,0.00013486028,0.00068402546,0.008029115],"study_design_scores_gemma":[0.000004210311,0.000074926,0.9856619,0.000017452769,0.0000131328225,0.00011183005,0.012913623,0.00028655998,0.000096421456,0.00005303431,0.00075986143,0.000007087315],"about_ca_topic_score_codex":0.15917186,"about_ca_topic_score_gemma":0.39422625,"teacher_disagreement_score":0.15917186,"about_ca_system_score_codex":0.0017046323,"about_ca_system_score_gemma":0.0019844046,"threshold_uncertainty_score":0.31649077},"labels":[],"label_agreement":null},{"id":"W3007116627","doi":"10.3389/fbuil.2020.00017","title":"Editorial: Structural Health Monitoring of Bridges","year":2020,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Structural Health Monitoring Techniques","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":"Queen's University","funders":"","keywords":"Bridge (graph theory); Structural health monitoring; Engineering; Forensic engineering; Aeronautics; Construction engineering; Civil engineering; Structural engineering; Medicine","score_opus":0.010352066692674595,"score_gpt":0.2614581116652645,"score_spread":0.2511060449725899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007116627","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":[0.00002776464,0.0034526708,0.00014960447,0.016649358,0.97711235,0.000021377382,0.00011664739,0.00007857211,0.002391691],"genre_scores_gemma":[0.00043573685,0.0042052222,0.00015293912,0.011655186,0.9659017,0.0000327806,0.000099395606,0.000047053363,0.01746998],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968458,0.00040258787,0.00037468065,0.00045730648,0.0017242535,0.00019537474],"domain_scores_gemma":[0.98627335,0.003973671,0.0008148938,0.00039025012,0.006539403,0.00200842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003998189,0.004389587,0.0029582612,0.0043092957,0.0022589723,0.00582278,0.0030212756,0.0125386845,0.03308375],"category_scores_gemma":[0.017302884,0.0010772711,0.0023824582,0.0014432452,0.0014913148,0.0037633681,0.0014495524,0.011720881,0.027557693],"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":[0.000033148448,0.000009025583,0.000012648238,0.00011597442,0.000007757948,0.00005401702,0.0000031824618,0.000021224965,0.00004447062,0.00011817794,0.9943423,0.0052380613],"study_design_scores_gemma":[0.000058844435,0.000029057384,0.0002568286,0.0003204543,0.00003354809,0.00017400445,0.00001903316,0.00013727212,0.00012914499,0.00083799835,0.99798954,0.000014210033],"about_ca_topic_score_codex":0.0012968421,"about_ca_topic_score_gemma":0.0037140786,"teacher_disagreement_score":0.03308375,"about_ca_system_score_codex":0.0018524897,"about_ca_system_score_gemma":0.0018364909,"threshold_uncertainty_score":0.11067623},"labels":[],"label_agreement":null},{"id":"W3012093177","doi":"10.3389/fbuil.2020.00028","title":"Liquefaction Characteristics of Sand With Polypropylene Fiber at Low Confining Stress","year":2020,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Geotechnical Engineering and Soil Stabilization","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":"Polypropylene; Liquefaction; Materials science; Overburden pressure; Composite material; Geotechnical engineering; Fiber; Stress (linguistics); Triaxial shear test; Geology; Shear (geology)","score_opus":0.004925659369236272,"score_gpt":0.15587695015442027,"score_spread":0.150951290785184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012093177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993604,0.00009570317,0.00026677345,0.000007118044,0.0000013836566,0.000004057627,0.00005107987,0.0000062737367,0.0002071963],"genre_scores_gemma":[0.998889,0.0000991416,0.00040470008,0.0000057850652,7.43685e-7,0.0000046570653,0.000086500884,0.0000030415283,0.000506395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975044,0.000016432812,0.00001909229,0.00003865744,0.00012917313,0.000046176756],"domain_scores_gemma":[0.99953663,0.00008032581,0.00012948316,0.000025783866,0.00016968831,0.0000581162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016397377,0.0002990818,0.00016128307,0.00036735783,0.00028595954,0.00025741573,0.0001981755,0.00023926288,0.00078046304],"category_scores_gemma":[0.0004419473,0.00015432658,0.00015446791,0.00033528046,0.00038920628,0.0002663313,0.00020328136,0.00028147374,0.000132175],"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":[0.00012369064,0.000011233718,0.0072761434,0.000040006707,0.0000067942065,0.000110972585,0.00014813818,0.0003183816,0.9895782,0.0000120539635,0.000015294694,0.0023589141],"study_design_scores_gemma":[0.0000023721384,0.00047890758,0.082489185,0.0000074814284,0.000019301253,0.00015320088,0.00039498557,0.0010017944,0.91478264,0.000007786655,0.00064625347,0.000016028152],"about_ca_topic_score_codex":0.01895268,"about_ca_topic_score_gemma":0.05043641,"teacher_disagreement_score":0.01895268,"about_ca_system_score_codex":0.0005453034,"about_ca_system_score_gemma":0.0003979776,"threshold_uncertainty_score":0.03768468},"labels":[],"label_agreement":null},{"id":"W3022127275","doi":"10.3389/fbuil.2020.00058","title":"Impact of Office Modernization on Environmental Satisfaction: A Naturalistic Field Study","year":2020,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Facilities and Workplace Management","field":"Psychology","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":"Vancouver Island University","funders":"","keywords":"Workspace; Architectural engineering; Open plan; Process (computing); Engineering; Computer science; Civil engineering; Artificial intelligence","score_opus":0.016593621489866095,"score_gpt":0.26431584894976906,"score_spread":0.24772222745990297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022127275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993612,0.000012324824,0.00010964147,0.000033091987,0.000002164697,0.00011721,0.000028153077,0.0000015372927,0.0003346229],"genre_scores_gemma":[0.9981686,0.000053381453,0.0008653604,0.00011483239,0.000009793452,0.00025154714,0.000042467695,0.0000030631577,0.0004910651],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966317,0.0022452658,0.00012015778,0.00034636463,0.00022864917,0.00042788213],"domain_scores_gemma":[0.9924092,0.0044855825,0.00086103793,0.00058717374,0.0008086755,0.00084830215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052970615,0.00048869185,0.00050889107,0.001106554,0.0039569666,0.001524639,0.0009382742,0.0011059006,0.0019466414],"category_scores_gemma":[0.0061915168,0.00063159486,0.0005429374,0.00054033595,0.0027086858,0.0011825693,0.0016039648,0.0011125305,0.00024885926],"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":[0.0024036765,0.028582904,0.36391032,0.00054739666,0.00009548475,0.00564193,0.54969156,0.00079233584,0.009983749,0.00092359417,0.0019097024,0.03551739],"study_design_scores_gemma":[0.0002420899,0.026654191,0.3463698,0.00013621271,0.000048874892,0.0013336408,0.6153094,0.0012128083,0.0020394763,0.00048458143,0.006036882,0.00013207074],"about_ca_topic_score_codex":0.0074123754,"about_ca_topic_score_gemma":0.020421451,"teacher_disagreement_score":0.0074123754,"about_ca_system_score_codex":0.0013134567,"about_ca_system_score_gemma":0.0011239097,"threshold_uncertainty_score":0.028013885},"labels":[],"label_agreement":null},{"id":"W3046298176","doi":"10.3389/fbuil.2020.00107","title":"NHERI Lehigh Experimental Facility With Large-Scale Multi-Directional Hybrid Simulation Testing Capabilities","year":2020,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":15,"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 Toronto; San Francisco State University; Tongji University; Lehigh University; National Science Foundation","keywords":"Testbed; Engineering; Damper; Structural engineering; Natural hazard; Civil engineering; Aerospace engineering; Geology","score_opus":0.02238682290726393,"score_gpt":0.20623373776608855,"score_spread":0.18384691485882462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046298176","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":[0.19626136,0.0004434528,0.5172092,0.0021910602,0.0013670013,0.002042386,0.03666376,0.06397636,0.17984547],"genre_scores_gemma":[0.7057568,0.00030325845,0.21800098,0.00039043982,0.000115132585,0.0027438314,0.034674298,0.00423835,0.03377704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896955,0.00013748162,0.000028314442,0.00015853491,0.0005488351,0.00015719008],"domain_scores_gemma":[0.9981857,0.0004620156,0.00008603494,0.0004947764,0.00049908843,0.00027245874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246171,0.00068950345,0.0005382398,0.00050084665,0.00094084215,0.00085423974,0.0017444214,0.0005472802,0.03582808],"category_scores_gemma":[0.001923288,0.00040367467,0.00050857617,0.00044085394,0.00075375603,0.0013063729,0.0022160502,0.0017461095,0.005550525],"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":[0.0043553323,0.0019921986,0.02597488,0.00079972786,0.00021279928,0.0013147106,0.0007573903,0.19161956,0.20570177,0.06471377,0.361916,0.14064184],"study_design_scores_gemma":[0.0012206453,0.0018592763,0.0073930323,0.00010921349,0.00007690888,0.00027275697,0.00031146908,0.62735724,0.0858859,0.01075705,0.2645395,0.0002169922],"about_ca_topic_score_codex":0.006141499,"about_ca_topic_score_gemma":0.012114113,"teacher_disagreement_score":0.03582808,"about_ca_system_score_codex":0.0009675776,"about_ca_system_score_gemma":0.0019877846,"threshold_uncertainty_score":0.119856894},"labels":[],"label_agreement":null},{"id":"W3082067640","doi":"10.3389/fbuil.2020.00133","title":"Editorial: Environmental Psychology and the Built Environment","year":2020,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Noise Effects and Management","field":"Health Professions","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":"Vancouver Island University","funders":"","keywords":"Environmental psychology; Psychology; Applied psychology; Engineering; Social psychology","score_opus":0.012184687293815076,"score_gpt":0.3138322602858509,"score_spread":0.3016475729920358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082067640","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":[0.00002144002,0.0024143015,0.00005768905,0.020334909,0.97533876,0.000014574493,0.00005950724,0.000050510123,0.0017082924],"genre_scores_gemma":[0.00043187416,0.0026720788,0.000074968964,0.013489461,0.96898246,0.000027324728,0.00004489012,0.000034283086,0.014242629],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99517965,0.0007409181,0.00043727178,0.0006070643,0.002658763,0.00037635808],"domain_scores_gemma":[0.9835841,0.005068917,0.00094937877,0.0004104061,0.0068127816,0.0031743438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005409026,0.005411056,0.0037173177,0.0049047535,0.0037607732,0.007989423,0.0038721545,0.013680288,0.04063025],"category_scores_gemma":[0.025382526,0.0011870752,0.0026563331,0.0016394032,0.0020681354,0.004116471,0.0019618445,0.013913451,0.024450513],"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":[0.00002801716,0.000008220667,0.0000138004425,0.00011375392,0.000007951515,0.000056477496,0.0000063114016,0.000014182789,0.000025772886,0.0001402101,0.99663866,0.002946583],"study_design_scores_gemma":[0.000075203665,0.000027936368,0.00027096114,0.0004087834,0.000036864192,0.00018282972,0.00005080209,0.00012330196,0.00008683579,0.0011351268,0.9975809,0.000020507234],"about_ca_topic_score_codex":0.0020894483,"about_ca_topic_score_gemma":0.006227849,"teacher_disagreement_score":0.04063025,"about_ca_system_score_codex":0.0030945984,"about_ca_system_score_gemma":0.0034625856,"threshold_uncertainty_score":0.13592172},"labels":[],"label_agreement":null},{"id":"W3089067537","doi":"10.3389/fbuil.2020.560672","title":"Real-Time Aeroelastic Hybrid Simulation of a Base-Pivoting Building Model in a Wind Tunnel","year":2020,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Hydraulic and Pneumatic Systems","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Aeroelasticity; Wind tunnel; Structural engineering; Engineering; Actuator; Stiffness; Vibration; Building model; Aerodynamics; Control theory (sociology); Simulation; Computer science; Acoustics; Aerospace engineering","score_opus":0.013236676651047675,"score_gpt":0.19666425964740644,"score_spread":0.18342758299635878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089067537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195631,0.00006883918,0.07163459,0.000095149306,0.000040485644,0.00009407828,0.00038590617,0.0005074093,0.0076103914],"genre_scores_gemma":[0.9870472,0.000046494788,0.011265048,0.000013283682,0.0000030627589,0.000080619146,0.00019207847,0.000022896704,0.0013292865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998958,0.00002648914,0.0000063452667,0.0000141580895,0.000035339184,0.000021920596],"domain_scores_gemma":[0.9997836,0.000096144744,0.000025795007,0.000023485949,0.000046240868,0.00002482575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025348485,0.00047928374,0.00043388887,0.00026258983,0.0002715639,0.0004592593,0.0005779477,0.00068830233,0.0019038608],"category_scores_gemma":[0.0004177325,0.00019060478,0.00046367524,0.00023718957,0.0003735226,0.0002708784,0.00041962048,0.00040579808,0.00014435632],"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":[0.00006743486,0.000042024196,0.0010260994,0.00002706045,0.000009908913,0.000070489994,0.000037212452,0.9918772,0.0048239185,0.000494417,0.00008809695,0.0014361403],"study_design_scores_gemma":[0.000008920128,0.00003568106,0.00025151888,0.0000018757273,0.0000021141525,0.000005779422,0.000013299637,0.9987305,0.0007881548,0.00005339892,0.00010556957,0.0000031095806],"about_ca_topic_score_codex":0.007993327,"about_ca_topic_score_gemma":0.0050912295,"teacher_disagreement_score":0.007993327,"about_ca_system_score_codex":0.0002508252,"about_ca_system_score_gemma":0.0005140469,"threshold_uncertainty_score":0.015893638},"labels":[],"label_agreement":null},{"id":"W3120439939","doi":"10.3389/fbuil.2020.606258","title":"The Design of Mass Timber Panels as Heat-Exchangers (Dynamic Insulation)","year":2021,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Hygrothermal properties of building materials","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":"McGill University","funders":"","keywords":"Heat exchanger; HVAC; Thermal mass; Thermal insulation; Transient (computer programming); Engineering; Dynamic insulation; Heat transfer; Environmental science; Mechanical engineering; Buoyancy; Ventilation (architecture); Thermal; Waste management; Air conditioning; Vacuum insulated panel; Computer science; Materials science; Mechanics; Meteorology; Composite material","score_opus":0.011866957171790218,"score_gpt":0.19546709633923606,"score_spread":0.18360013916744583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120439939","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":[0.42426115,0.0021832723,0.5473912,0.00026934347,0.0003082736,0.00025147485,0.00023246455,0.00084558036,0.024257304],"genre_scores_gemma":[0.83077127,0.0005741479,0.16303357,0.000068526235,0.00005761293,0.000086983564,0.00011036746,0.00011415534,0.0051834635],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988115,0.000023458355,0.000004836462,0.000031742275,0.00003787195,0.000020887726],"domain_scores_gemma":[0.9998318,0.000038501094,0.000036215366,0.000025531825,0.000047462043,0.000020472675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902768,0.0005064585,0.00023770779,0.0002597341,0.00029743055,0.00052366283,0.00054953626,0.0004324853,0.001850935],"category_scores_gemma":[0.00033040493,0.00020267906,0.00018902964,0.00017428971,0.00028937956,0.00059199997,0.00020621081,0.00037855885,0.0006025347],"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":[0.00015281304,0.00010538857,0.002753908,0.0004193609,0.000024851965,0.00019363435,0.00009103553,0.021970253,0.8795081,0.009409597,0.0012894481,0.084081575],"study_design_scores_gemma":[0.000066913715,0.0013988635,0.016721556,0.00009664214,0.00010207494,0.0013646396,0.00011443281,0.07013021,0.84290624,0.006156755,0.060883716,0.000057974532],"about_ca_topic_score_codex":0.000124651,"about_ca_topic_score_gemma":0.0005437495,"teacher_disagreement_score":0.001850935,"about_ca_system_score_codex":0.00014682108,"about_ca_system_score_gemma":0.00015451094,"threshold_uncertainty_score":0.006191969},"labels":[],"label_agreement":null},{"id":"W3127859197","doi":"10.3389/fbuil.2021.603836","title":"Run-Time and Statistical Pedestrian Level Wind Map for Downtown Toronto","year":2021,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Toronto Metropolitan University","funders":"University of Toronto","keywords":"Downtown; Pedestrian; Wind speed; Computational fluid dynamics; Meteorology; Urbanization; Wind direction; Environmental science; Population; Visualization; Geography; Civil engineering; Engineering; Aerospace engineering","score_opus":0.013112757728610104,"score_gpt":0.22177257163004555,"score_spread":0.20865981390143545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127859197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92365366,0.00020576433,0.0028582362,0.00013579041,0.00006374512,0.00006462509,0.057499107,0.0007919946,0.014727018],"genre_scores_gemma":[0.97219366,0.00021516849,0.0025180443,0.000011344407,0.000010769963,0.000028676657,0.021061966,0.00004214681,0.0039182166],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999403,0.000003720266,0.000002671768,0.000014854676,0.000022022905,0.000016454142],"domain_scores_gemma":[0.99985766,0.000019395844,0.0000119814285,0.000008171458,0.00007481712,0.000027841455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006981142,0.00037994538,0.0001529078,0.0006186801,0.0003657392,0.0004664777,0.00018054199,0.00020550459,0.0049050846],"category_scores_gemma":[0.00023562774,0.00010586205,0.00018726439,0.0011176921,0.0001420254,0.00011806637,0.00015027466,0.000170234,0.00049105467],"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":[0.0008994574,0.00025335446,0.42162657,0.00055367686,0.00022049235,0.0021563715,0.0023080048,0.37825078,0.02795914,0.002902133,0.07856024,0.08430971],"study_design_scores_gemma":[0.000036842095,0.000058334448,0.8396879,0.000065925255,0.00003453566,0.000100868674,0.001019729,0.14472763,0.001338267,0.00014186965,0.012740876,0.00004727768],"about_ca_topic_score_codex":0.7249165,"about_ca_topic_score_gemma":0.8632331,"teacher_disagreement_score":0.27508348,"about_ca_system_score_codex":0.0016341,"about_ca_system_score_gemma":0.0017599795,"threshold_uncertainty_score":0.55340695},"labels":[],"label_agreement":null},{"id":"W3131466498","doi":"10.3389/fbuil.2020.620071","title":"An Examination of the Gust Effect Factor for Rigid High-Rise Buildings","year":2021,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Aerodynamics; Admittance; Drag; Load factor; Structural engineering; Engineering; Turbulence; Scale factor (cosmology); Mechanics; Physics; Aerospace engineering","score_opus":0.005872416340907076,"score_gpt":0.20592875637881372,"score_spread":0.20005634003790665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131466498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564949,0.00057483406,0.030832257,0.000039840626,0.000029456702,0.00007411405,0.00031032073,0.00023195801,0.011412398],"genre_scores_gemma":[0.99634737,0.0001193739,0.0028999243,0.0000060406187,0.0000062985428,0.0000048969155,0.00016531686,0.000031721742,0.00041915232],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994066,0.000063250955,0.000032303025,0.00006711425,0.00036285253,0.00006790045],"domain_scores_gemma":[0.9972409,0.0011815125,0.00036771744,0.00031149585,0.0008179646,0.000080388716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084248336,0.00036847405,0.0003051106,0.0014521823,0.00035515596,0.00039257453,0.00022694014,0.00027745872,0.0012356096],"category_scores_gemma":[0.0035156203,0.00012998484,0.0004786124,0.0010710484,0.00032401795,0.00041745327,0.00028573468,0.0003004582,0.00022880144],"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":[0.0016662418,0.00028455557,0.33238223,0.0007379782,0.00013740866,0.0023800132,0.0007773183,0.17412412,0.17402083,0.004147452,0.0019260311,0.3074158],"study_design_scores_gemma":[0.000021190452,0.00075504626,0.85192066,0.00006324491,0.00008366436,0.0013410256,0.000391818,0.09050698,0.048876397,0.0008341281,0.0051017758,0.000103995546],"about_ca_topic_score_codex":0.0063466635,"about_ca_topic_score_gemma":0.005258083,"teacher_disagreement_score":0.0063466635,"about_ca_system_score_codex":0.00037461665,"about_ca_system_score_gemma":0.00031290296,"threshold_uncertainty_score":0.012619436},"labels":[],"label_agreement":null},{"id":"W3159353605","doi":"10.3389/fbuil.2021.632069","title":"Analysis of the Duration of High Winds During Landfalling Hurricanes","year":2021,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","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":"Rowan Williams Davies & Irwin (Canada); Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Catastrophic Loss Reduction","keywords":"Wind speed; Duration (music); Storm; Environmental science; Meteorology; Range (aeronautics); Exposure duration; Wind engineering; Maximum sustained wind; Wind profile power law; Statistics; Engineering; Mathematics; Wind gradient; Geography; Physics","score_opus":0.007729597406444239,"score_gpt":0.19138312294700302,"score_spread":0.18365352554055878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159353605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983985,0.000033960983,0.0005155904,0.0000057011957,0.0000023210907,0.0000063393427,0.0005097599,0.000014856858,0.0005129381],"genre_scores_gemma":[0.99872595,0.00002563277,0.00025635154,0.0000024997364,0.0000031768416,0.0000069638527,0.0008437251,0.0000032949545,0.00013243906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999864,0.000018085406,0.0000175177,0.00003190315,0.000043303702,0.000025264031],"domain_scores_gemma":[0.99886936,0.00035278389,0.0003638617,0.00006277072,0.00022811808,0.00012298071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034147486,0.00017082407,0.00022290763,0.0012848648,0.0002091653,0.00031361615,0.00015459626,0.0001978302,0.00043144228],"category_scores_gemma":[0.0010831692,0.00012046248,0.00018250872,0.0008001713,0.00012188648,0.00020376475,0.0001696796,0.00016649983,0.0001247975],"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":[0.0002536459,0.00006694656,0.9618862,0.00005537777,0.00010383085,0.00027433588,0.0004377948,0.011306496,0.012529989,0.0001835705,0.00033848736,0.0125631755],"study_design_scores_gemma":[0.0000017037803,0.00006114897,0.99394494,0.0000039521256,0.000008402864,0.000046812158,0.00015628747,0.0050296676,0.0005130704,0.00001982991,0.00020916286,0.000005139459],"about_ca_topic_score_codex":0.008660133,"about_ca_topic_score_gemma":0.015307627,"teacher_disagreement_score":0.008660133,"about_ca_system_score_codex":0.00025032467,"about_ca_system_score_gemma":0.00015083814,"threshold_uncertainty_score":0.017219484},"labels":[],"label_agreement":null},{"id":"W3165117314","doi":"10.3389/fbuil.2021.612668","title":"Cybersecurity in Construction: Where Do We Stand and How Do We Get Better Prepared","year":2021,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"BIM and Construction Integration","field":"Engineering","cited_by":27,"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":"York University; New York University Abu Dhabi","keywords":"Domain (mathematical analysis); Computer security; Engineering; Architecture; Computer science; Engineering management","score_opus":0.004494003992980958,"score_gpt":0.17274716502923926,"score_spread":0.16825316103625831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165117314","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":[0.10940516,0.11401356,0.015115382,0.6167334,0.007667355,0.00023605506,0.00076409307,0.0005168041,0.1355483],"genre_scores_gemma":[0.85619587,0.07800856,0.011364785,0.03245182,0.0016419232,0.0002454459,0.00069937896,0.00053301884,0.018859215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98226845,0.007609196,0.00075054925,0.001451965,0.004817576,0.0031022965],"domain_scores_gemma":[0.9729413,0.007585461,0.003818279,0.0017293298,0.0068627624,0.007062903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01630218,0.000998294,0.0010902898,0.0054344535,0.013963685,0.025262764,0.0020720116,0.005033025,0.016756263],"category_scores_gemma":[0.043381456,0.0007125153,0.0009394465,0.007870195,0.020290254,0.035465643,0.013652964,0.007880106,0.004697536],"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":[0.00015100293,0.00031860292,0.09055949,0.0041219024,0.00018239809,0.00081074744,0.105439305,0.00089674396,0.0010674422,0.15320678,0.19564532,0.4476003],"study_design_scores_gemma":[0.000018697761,0.00013177951,0.043477498,0.0069481614,0.000080494225,0.00062022026,0.1822727,0.00046627756,0.00088681275,0.064194895,0.7007254,0.00017704551],"about_ca_topic_score_codex":0.019607076,"about_ca_topic_score_gemma":0.02927976,"teacher_disagreement_score":0.025262764,"about_ca_system_score_codex":0.012767942,"about_ca_system_score_gemma":0.03026308,"threshold_uncertainty_score":0.092638314},"labels":[],"label_agreement":null},{"id":"W3166563552","doi":"10.3389/fbuil.2021.636815","title":"Simulation of Nonstationary and Nonhomogeneous Wind Velocity Field by Using Frequency–Wavenumber Spectrum","year":2021,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"","keywords":"Wavenumber; Computation; Spectral density; Amplitude; Field (mathematics); Stochastic process; Wind speed; Stationary process; Mathematical analysis; Physics; Statistical physics; Mathematics; Mechanics; Computational physics; Applied mathematics; Meteorology; Algorithm; Statistics; Optics","score_opus":0.008404695450148861,"score_gpt":0.21468361673900543,"score_spread":0.20627892128885658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166563552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5117028,0.000113152855,0.48217484,0.0000857441,0.000051755178,0.00009646473,0.00015432069,0.000631841,0.004989059],"genre_scores_gemma":[0.95479596,0.000065471315,0.04414972,0.000008820868,0.000005921045,0.000061676474,0.00008360862,0.000024593832,0.00080431043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993455,0.000016300393,0.000004685626,0.000010367566,0.00002310456,0.000011020714],"domain_scores_gemma":[0.99979156,0.0001254749,0.000025924244,0.000017521626,0.000027559761,0.000011932062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021961537,0.00032373946,0.00027670345,0.00036904795,0.00026510845,0.00026431217,0.00034918217,0.00048716794,0.0009532547],"category_scores_gemma":[0.0005009357,0.00013835919,0.0002775553,0.00030592937,0.00025065616,0.00039951844,0.00027457086,0.00028991528,0.000074763055],"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":[0.000028679882,0.000042951648,0.0018576343,0.000026931415,0.000010822801,0.00007493209,0.0000488466,0.9810509,0.0063668895,0.0018518872,0.0001000926,0.008539496],"study_design_scores_gemma":[0.0000024425417,0.000008471653,0.00021862629,9.624625e-7,0.0000012373489,0.0000043801897,0.0000047527924,0.99888927,0.0006225574,0.0001777621,0.00006790855,0.0000015992568],"about_ca_topic_score_codex":0.0058036163,"about_ca_topic_score_gemma":0.0043635173,"teacher_disagreement_score":0.0058036163,"about_ca_system_score_codex":0.00020100147,"about_ca_system_score_gemma":0.0004078238,"threshold_uncertainty_score":0.011539698},"labels":[],"label_agreement":null},{"id":"W3191642279","doi":"10.3389/fbuil.2021.654279","title":"Assessing the Role of Daily Activities and Mobility in the Spread of COVID-19 in Montreal With an Agent-Based Approach","year":2021,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":22,"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 de Montréal; Polytechnique Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"Institut de Valorisation des Données; Région Auvergne-Rhône-Alpes","keywords":"Population; Geography; Real estate; Transmission (telecommunications); Business; Computer science; Telecommunications; Demography; Finance; Sociology","score_opus":0.09373614418457535,"score_gpt":0.3459414170796148,"score_spread":0.25220527289503947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191642279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98557985,0.00037089936,0.0085474,0.00034734313,0.000014463483,0.00014760887,0.0012154701,0.0000866456,0.0036903291],"genre_scores_gemma":[0.99405485,0.00018585063,0.004159547,0.000025004105,0.0000046262435,0.000040074443,0.00066924066,0.000006367506,0.0008544915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996668,0.00013575343,0.0000122115425,0.000059503665,0.00003734092,0.00008851708],"domain_scores_gemma":[0.99914575,0.00037406423,0.00015281772,0.000034837092,0.00015870146,0.00013389745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006969064,0.000728225,0.00034940263,0.0010277951,0.00057908846,0.0011584532,0.0010928238,0.00061669026,0.0014547831],"category_scores_gemma":[0.0022924347,0.00033754585,0.00062953983,0.0008776309,0.0004276178,0.00061612105,0.0007113683,0.0004209597,0.00011998146],"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":[0.00017568529,0.00016437881,0.20964786,0.000093407165,0.0002568752,0.00039646967,0.00032049732,0.7740818,0.0012743744,0.002831727,0.0008507054,0.009906195],"study_design_scores_gemma":[0.000023456952,0.00011632201,0.04810805,0.000016920483,0.00007524579,0.000029250446,0.00043209223,0.9497758,0.0002147525,0.0004732246,0.0007043885,0.00003053289],"about_ca_topic_score_codex":0.8289405,"about_ca_topic_score_gemma":0.7399175,"teacher_disagreement_score":0.17105949,"about_ca_system_score_codex":0.0068226624,"about_ca_system_score_gemma":0.003700635,"threshold_uncertainty_score":0.34413373},"labels":[],"label_agreement":null},{"id":"W4220680720","doi":"10.3389/fbuil.2022.829533","title":"Design Wind Speed for Buildings and Facilities With Non-Standard Design Life in Canadian Wind Climates","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"Environment and Climate Change Canada","keywords":"Wind speed; Return period; Reliability (semiconductor); Engineering; Wind engineering; Wind power; Eurocode; Meteorology; Civil engineering; Structural engineering; Geography; Power (physics)","score_opus":0.01332324799855357,"score_gpt":0.19514236705571425,"score_spread":0.1818191190571607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220680720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9347007,0.0005054659,0.03590664,0.000060684633,0.000029543105,0.00021414206,0.002070112,0.00015734587,0.026355378],"genre_scores_gemma":[0.98093927,0.00017957293,0.01502304,0.000007574592,0.000002417395,0.00005985802,0.001102153,0.000045050503,0.002640994],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983681,0.0001568384,0.00008668744,0.00016398446,0.0009539471,0.0002706164],"domain_scores_gemma":[0.9976413,0.000434916,0.0003127675,0.00020914017,0.0013054225,0.00009639352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013157374,0.00051779364,0.00025972395,0.001546912,0.0011048164,0.00079185894,0.0007820235,0.00023600167,0.0020513965],"category_scores_gemma":[0.005418865,0.000279929,0.0006575934,0.0020103536,0.0005156462,0.00042167678,0.00039029418,0.00032171278,0.00021819003],"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":[0.0005091057,0.0002241127,0.43024763,0.0009931108,0.00013752514,0.0005112787,0.002693466,0.23590425,0.0190853,0.01616266,0.00459769,0.28893378],"study_design_scores_gemma":[0.000019525283,0.00026683076,0.9264142,0.00006347162,0.00006731936,0.0001956132,0.0012613012,0.04844036,0.0075245956,0.0013947932,0.014251047,0.000101041944],"about_ca_topic_score_codex":0.65249634,"about_ca_topic_score_gemma":0.8911343,"teacher_disagreement_score":0.34750366,"about_ca_system_score_codex":0.008352437,"about_ca_system_score_gemma":0.008332622,"threshold_uncertainty_score":0.6991004},"labels":[],"label_agreement":null},{"id":"W4220924638","doi":"10.3389/fbuil.2022.848698","title":"Performance-Based Design of Tall Timber Buildings Under Earthquake and Wind Multi-Hazard Loads: Past, Present, and Future","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Tree Root and Stability Studies","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Engineering; Hazard; Wind power; Civil engineering; Architectural engineering","score_opus":0.012427471802781307,"score_gpt":0.18434501881484955,"score_spread":0.17191754701206824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220924638","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":[0.110766724,0.005685644,0.8662813,0.00039041898,0.000072193536,0.000050069797,0.00021281847,0.0002832884,0.016257642],"genre_scores_gemma":[0.91732603,0.0044623236,0.07406374,0.00007995482,0.00003683118,0.00007579282,0.00023036996,0.00015402364,0.003570955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996642,0.00008639448,0.00001904607,0.00003979249,0.00015824502,0.00003230864],"domain_scores_gemma":[0.9997074,0.00011844585,0.000046944875,0.000030111525,0.00007315974,0.000023882663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006577747,0.0004947249,0.0005992248,0.0004471562,0.00019986535,0.00105735,0.00065641507,0.0006419026,0.0013399821],"category_scores_gemma":[0.0008120818,0.0002654858,0.0005164918,0.00040252993,0.00043996054,0.0007460364,0.00078094174,0.0004467587,0.00041267634],"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":[0.000031388103,0.00003395631,0.0012392523,0.00032072308,0.000021383526,0.00007365523,0.00007303648,0.9158767,0.008809944,0.007562246,0.00056807033,0.065389626],"study_design_scores_gemma":[0.0000068364616,0.00015407754,0.0015094785,0.000083473366,0.000025559748,0.000102608414,0.000113648566,0.9776177,0.0031845698,0.010140443,0.007036218,0.00002533541],"about_ca_topic_score_codex":0.0007329248,"about_ca_topic_score_gemma":0.0011251427,"teacher_disagreement_score":0.0013399821,"about_ca_system_score_codex":0.00034958037,"about_ca_system_score_gemma":0.00046969074,"threshold_uncertainty_score":0.004482627},"labels":[],"label_agreement":null},{"id":"W4221016353","doi":"10.3389/fbuil.2022.842495","title":"Modeling Soil-Facing Interface Interaction With Continuum Element Methodology","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Geotechnical Engineering and Soil Stabilization","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":"Royal Military College of Canada","funders":"","keywords":"Classification of discontinuities; Stiffness; Finite element method; Interface (matter); Structural engineering; Mechanics; Computer science; Engineering; Mathematics; Physics; Mathematical analysis","score_opus":0.01728806175111678,"score_gpt":0.21575641645141821,"score_spread":0.19846835470030144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221016353","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":[0.025367677,0.00007916248,0.96981376,0.000033928303,0.000022329741,0.000063089996,0.00006905445,0.00023529,0.0043156813],"genre_scores_gemma":[0.5933678,0.00030757763,0.39879552,0.000073992145,0.000024173638,0.00044280427,0.0002656092,0.0001998841,0.0065227174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971396,0.000063935935,0.00001539073,0.0000349966,0.00013230612,0.000039433307],"domain_scores_gemma":[0.999613,0.00020381871,0.000041558305,0.00003400664,0.00009019655,0.000017453393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004877792,0.0004883524,0.0005377682,0.0006276724,0.00032304667,0.0008471027,0.0016144172,0.0013531445,0.0024790836],"category_scores_gemma":[0.0008317057,0.00036362285,0.0005750832,0.00064428494,0.0004974401,0.0006133246,0.00093676685,0.0007658785,0.0006183441],"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":[0.000018985942,0.00007742582,0.0010632714,0.00007336509,0.000020207077,0.00008499484,0.00011442445,0.964896,0.008885012,0.011512713,0.00034861546,0.012904989],"study_design_scores_gemma":[0.0000026262255,0.00000881626,0.00006654103,0.0000052818637,0.0000022407924,0.00001204865,0.000010917464,0.9972908,0.0009804999,0.00093164225,0.00068471924,0.0000038162475],"about_ca_topic_score_codex":0.0026915183,"about_ca_topic_score_gemma":0.0026573236,"teacher_disagreement_score":0.0026915183,"about_ca_system_score_codex":0.00038262134,"about_ca_system_score_gemma":0.00084752496,"threshold_uncertainty_score":0.008293331},"labels":[],"label_agreement":null},{"id":"W4221038775","doi":"10.3389/fbuil.2022.811460","title":"Applications of Machine Learning to Wind Engineering","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":67,"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":"National Science Foundation","keywords":"Aeroelasticity; Aerodynamics; Terrain; Wind power; Engineering; Wind engineering; Computer science; Wind tunnel; Field (mathematics); Systems engineering; Industrial engineering; Civil engineering; Aerospace engineering","score_opus":0.0039287279036051516,"score_gpt":0.17803761445785124,"score_spread":0.17410888655424608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221038775","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":[0.010248852,0.37586877,0.5497752,0.011948234,0.0019956627,0.000109571214,0.0002659912,0.0005341503,0.049253605],"genre_scores_gemma":[0.40000153,0.4062762,0.17537123,0.002350662,0.005346685,0.00023277102,0.0005376905,0.00012471533,0.009758539],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989507,0.0004418999,0.00007914877,0.0001490159,0.00033541405,0.00004371839],"domain_scores_gemma":[0.99609864,0.00312706,0.00013671402,0.00018605149,0.00039827713,0.00005323449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017707143,0.0007082765,0.00075783586,0.0017462823,0.00031118197,0.0018155487,0.0007702624,0.0011058016,0.0026069493],"category_scores_gemma":[0.006438694,0.00023824372,0.0006761125,0.0019972278,0.0012261588,0.0015224693,0.0011692814,0.0020170088,0.0008942066],"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":[0.000043519787,0.00008538671,0.0038074867,0.0032042323,0.00024694818,0.0002437082,0.00029518278,0.097313024,0.001472096,0.18510513,0.012327736,0.6958556],"study_design_scores_gemma":[0.000019551708,0.00018243837,0.0035099457,0.0022430685,0.00007295555,0.00039493197,0.00023627252,0.22887121,0.0033460273,0.5517988,0.20923865,0.000086128806],"about_ca_topic_score_codex":0.0009805873,"about_ca_topic_score_gemma":0.0009217299,"teacher_disagreement_score":0.0026069493,"about_ca_system_score_codex":0.00079227256,"about_ca_system_score_gemma":0.0009020714,"threshold_uncertainty_score":0.009364545},"labels":[],"label_agreement":null},{"id":"W4221088327","doi":"10.3389/fbuil.2022.840812","title":"A Study of the Effects of Tornado Translation on Wind Loading Using a Potential Flow Model","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Fluid Dynamics and Turbulent Flows","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":"Western University","funders":"","keywords":"Tornado; Airfoil; Lift (data mining); Relative wind; Angle of attack; Aerodynamic center; Mechanics; Inflow; Wind speed; Geology; Structural engineering; Physics; Meteorology; Engineering; Aerodynamics; Computer science; Pitching moment","score_opus":0.007285159173094331,"score_gpt":0.17759387385442393,"score_spread":0.1703087146813296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221088327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9370259,0.00021689791,0.057572287,0.0001347581,0.000048946964,0.00007832011,0.00011970462,0.00020639363,0.004596914],"genre_scores_gemma":[0.9965789,0.00008534169,0.0026823343,0.000008330503,0.0000043190716,0.000015792033,0.00003444435,0.000017005834,0.0005735152],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999049,0.00002573474,0.000005672127,0.000015707554,0.00002824934,0.0000196612],"domain_scores_gemma":[0.9996232,0.00019202162,0.00007104007,0.000032900876,0.000055022723,0.000025808291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028802344,0.000572468,0.00046308443,0.00021263742,0.00039711467,0.0006673008,0.0003780237,0.0006172592,0.0010955976],"category_scores_gemma":[0.0012049049,0.00024313154,0.0003854583,0.00018635634,0.00048112703,0.00062511634,0.00037292554,0.00048087878,0.00013771687],"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":[0.00013797397,0.000047502337,0.0024996276,0.000059364847,0.000015155318,0.00035353482,0.00005378025,0.97765744,0.013319922,0.0009307037,0.00011361677,0.004811268],"study_design_scores_gemma":[0.0000075010566,0.0000885558,0.0010657127,0.000004790249,0.000004427,0.000022019369,0.000022325718,0.9968303,0.0017301261,0.00009282267,0.00012390663,0.000007457312],"about_ca_topic_score_codex":0.0062137856,"about_ca_topic_score_gemma":0.0026632561,"teacher_disagreement_score":0.0062137856,"about_ca_system_score_codex":0.00025311174,"about_ca_system_score_gemma":0.0004985677,"threshold_uncertainty_score":0.012355208},"labels":[],"label_agreement":null},{"id":"W4223501105","doi":"10.3389/fbuil.2022.833167","title":"Probabilistic Fatigue Fragility Curves for Overhead Transmission Line Conductor-Clamp Assemblies","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Mechanical stress and fatigue analysis","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":false,"ca_institutions":"Université de Sherbrooke; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Fretting; Conductor; Probabilistic logic; Structural engineering; Electrical conductor; Engineering; Overhead (engineering); Residual; Transmission line; Electric power transmission; Dissipation; Catastrophic failure; Materials science; Computer science; Algorithm; Electrical engineering; Physics; Artificial intelligence","score_opus":0.030648671117874476,"score_gpt":0.2398492328241939,"score_spread":0.20920056170631943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223501105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88454556,0.00022250535,0.110492,0.000058302016,0.0000036979527,0.0000250383,0.0003656068,0.0005119263,0.0037754155],"genre_scores_gemma":[0.9973877,0.000041390205,0.0021069846,0.0000022086663,0.000001279028,0.00001057951,0.00012982519,0.000011194914,0.0003087537],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980456,0.00004170675,0.000011903643,0.00003983286,0.0000751061,0.000026925438],"domain_scores_gemma":[0.99873966,0.0007624282,0.00026132172,0.00008136864,0.00013056987,0.000024673547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000642612,0.0003485805,0.00021992381,0.0017296242,0.00017976144,0.00034077142,0.00054405193,0.00076186325,0.0016417025],"category_scores_gemma":[0.002049325,0.00017911915,0.00048037161,0.0005216328,0.00043391826,0.000485759,0.0003178386,0.00026194745,0.00020442523],"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":[0.000022996916,0.000008877227,0.003132156,0.000013123807,0.0000045744705,0.000078723846,0.000047748883,0.9903741,0.0021406016,0.0007024712,0.000065615284,0.0034090518],"study_design_scores_gemma":[9.2903935e-7,0.000023155435,0.003225907,0.00000427156,0.0000019384054,0.000032541237,0.000013115163,0.99572694,0.0005692802,0.00031653635,0.00007798008,0.000007313108],"about_ca_topic_score_codex":0.005106452,"about_ca_topic_score_gemma":0.00294219,"teacher_disagreement_score":0.005106452,"about_ca_system_score_codex":0.0005359547,"about_ca_system_score_gemma":0.00017360736,"threshold_uncertainty_score":0.010153472},"labels":[],"label_agreement":null},{"id":"W4280515457","doi":"10.3389/fbuil.2022.856873","title":"Development of a Cognitive Digital Twin for Building Management and Operations","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":67,"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; Fuseforward (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Scalability; Cloud computing; Data access; Building automation; Ontology; Upload; Database; World Wide Web; Operating system","score_opus":0.011498745537277822,"score_gpt":0.2010721103461058,"score_spread":0.189573364808828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280515457","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":[0.050630644,0.00010419717,0.919837,0.00045307179,0.000114645314,0.0003377251,0.00021827953,0.0031850312,0.025119381],"genre_scores_gemma":[0.18507713,0.0001639929,0.80440384,0.00013685769,0.000018721244,0.00016717332,0.00048422915,0.0003425445,0.009205491],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998933,0.00013878242,0.00007304223,0.0001713422,0.000556457,0.00012743956],"domain_scores_gemma":[0.9986172,0.00013776748,0.00005981422,0.00040381786,0.00045773044,0.00032379577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013422206,0.0005524324,0.00031512132,0.0009755567,0.0006114746,0.0026251264,0.0020034153,0.0008594389,0.0051654563],"category_scores_gemma":[0.0032371136,0.00044445004,0.00057216745,0.00079060433,0.001131164,0.004573048,0.0047707306,0.0016355802,0.0017910753],"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":[0.0003680587,0.0006310873,0.007933962,0.000579021,0.00010896283,0.0011764744,0.0048607984,0.038736247,0.09521819,0.24834317,0.011049804,0.59099424],"study_design_scores_gemma":[0.00012585035,0.0012707744,0.005624923,0.00047064238,0.00018101568,0.0027954758,0.002917238,0.3178623,0.115692645,0.055748805,0.49709585,0.00021442192],"about_ca_topic_score_codex":0.0047443868,"about_ca_topic_score_gemma":0.0047084484,"teacher_disagreement_score":0.0051654563,"about_ca_system_score_codex":0.001114053,"about_ca_system_score_gemma":0.0033580032,"threshold_uncertainty_score":0.017280161},"labels":[],"label_agreement":null},{"id":"W4280564963","doi":"10.3389/fbuil.2022.904483","title":"Coastal Natural and Nature-Based Features: International Guidelines for Flood Risk Management","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"National Research Council Canada","funders":"U.S. Army Corps of Engineers; Rijkswaterstaat; National Institute of Standards and Technology; Deltares; Koninklijk Nederlands Instituut voor Onderzoek der Zee; University of Pennsylvania; Newcastle University; Inter-American Development Bank; Nature Conservancy; East Carolina University; Natural Environment Research Council; Dartmouth College; World Bank Group; National Oceanic and Atmospheric Administration; Sight Research UK; World Wildlife Fund","keywords":"Stakeholder; Environmental resource management; Flood myth; Environmental planning; Risk management; Stakeholder engagement; Coastal management; Adaptive management; Business; Engineering; Risk analysis (engineering); Computer science; Process management; Geography; Environmental science; Ecology; Political science","score_opus":0.0062262752627064485,"score_gpt":0.2253868092385442,"score_spread":0.21916053397583776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280564963","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":[0.004214437,0.11876182,0.2972243,0.11340748,0.013762167,0.011138339,0.027701844,0.0051905788,0.40859905],"genre_scores_gemma":[0.022322979,0.09064281,0.65956694,0.038674925,0.0029458916,0.021570297,0.029763658,0.0029047872,0.13160764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796022,0.006210773,0.005468739,0.00073131046,0.006941075,0.0010460151],"domain_scores_gemma":[0.9738245,0.008855659,0.0025283324,0.0012243844,0.012772256,0.0007949051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017962802,0.005107627,0.0021839547,0.012174207,0.0020149865,0.0072154733,0.00890368,0.010465891,0.012202475],"category_scores_gemma":[0.03527912,0.0021253,0.0033534006,0.011608566,0.005042112,0.007508655,0.006681265,0.011102829,0.013828328],"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":[0.00005171114,0.00025203166,0.0010401142,0.0028021361,0.000041148138,0.0005034078,0.0025191056,0.005134101,0.0011652298,0.06990309,0.76958776,0.1470002],"study_design_scores_gemma":[0.000019450708,0.00003439709,0.0009666906,0.004068109,0.000022278475,0.00023308587,0.0007283313,0.0007599949,0.00021532737,0.013798192,0.97909933,0.000054931497],"about_ca_topic_score_codex":0.0361312,"about_ca_topic_score_gemma":0.05083478,"teacher_disagreement_score":0.0361312,"about_ca_system_score_codex":0.0067337668,"about_ca_system_score_gemma":0.028998885,"threshold_uncertainty_score":0.094997466},"labels":[],"label_agreement":null},{"id":"W4281629360","doi":"10.3389/fbuil.2022.763315","title":"An Integrative Method For Enhancing the Ecological Realism of Aquatic Artificial Habitat Designs Using 3D Scanning, Printing, Moulding and Casting","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; University of Alberta; Alfred P. Sloan Foundation","keywords":"Habitat; Software deployment; Ecology; Computer science; Selection (genetic algorithm); Artificial intelligence; Biology","score_opus":0.03755555698879642,"score_gpt":0.2826149494162667,"score_spread":0.24505939242747027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281629360","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":[0.036830008,0.000221279,0.95347357,0.00011312285,0.00014289122,0.0004746286,0.0001765651,0.002481691,0.0060862238],"genre_scores_gemma":[0.0888752,0.00024555443,0.9064823,0.00010380724,0.000028830627,0.00073906005,0.00012302528,0.00054492586,0.0028573344],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949634,0.00006873735,0.000052837677,0.00008881847,0.0002527615,0.000040637347],"domain_scores_gemma":[0.99828964,0.00065628486,0.00017274641,0.0005908639,0.00019673174,0.00009370998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012983729,0.00089712173,0.0003612846,0.0014106815,0.00036611356,0.00080976164,0.00081524206,0.00046824996,0.005211298],"category_scores_gemma":[0.0020549255,0.00062125456,0.0007702899,0.0004399773,0.00072563335,0.0006156443,0.0014194525,0.0012109166,0.0013750985],"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":[0.00008142344,0.00015436033,0.0011944178,0.00040250947,0.000039545062,0.0002594615,0.00043244017,0.003571284,0.8220259,0.006286818,0.0018766627,0.16367511],"study_design_scores_gemma":[0.00017156497,0.0011521629,0.010697772,0.00018855702,0.00020791835,0.0031896112,0.00024105846,0.043508857,0.8203738,0.0046783173,0.11536931,0.00022109588],"about_ca_topic_score_codex":0.00027658133,"about_ca_topic_score_gemma":0.0009780574,"teacher_disagreement_score":0.005211298,"about_ca_system_score_codex":0.00022068525,"about_ca_system_score_gemma":0.00050377863,"threshold_uncertainty_score":0.017433524},"labels":[],"label_agreement":null},{"id":"W4281678090","doi":"10.3389/fbuil.2022.893664","title":"Experimental Study of Wave Attenuation Across an Artificial Salt Marsh","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"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 Ottawa; National Research Council Canada","funders":"Infrastructure Canada","keywords":"Marsh; Salt marsh; Vegetation (pathology); Hydrology (agriculture); Environmental science; Attenuation; Geology; Wave height; Flood myth; Geomorphology; Geotechnical engineering; Oceanography; Geography; Ecology; Wetland","score_opus":0.01726592426253667,"score_gpt":0.2426400418935325,"score_spread":0.22537411763099582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281678090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989297,0.00000762166,0.0008071692,0.0000069216753,0.000004295492,0.00002031284,0.000030878502,0.000006627765,0.00018645344],"genre_scores_gemma":[0.9968431,0.000034204313,0.0021588483,0.000020781883,0.0000025787258,0.00006056667,0.00006593796,0.000005554161,0.0008084548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997389,0.00003686359,0.000025217927,0.000073707815,0.000074031304,0.000051306597],"domain_scores_gemma":[0.9991652,0.00025218978,0.00014278294,0.00012169912,0.00016072851,0.00015750702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039429456,0.00039871162,0.0002946353,0.00017355026,0.0003589672,0.00040592905,0.00050822843,0.0003093725,0.0013111107],"category_scores_gemma":[0.00087824784,0.00022347622,0.00024780375,0.00013552117,0.00048002557,0.00029203002,0.0006578875,0.00057921495,0.00015540516],"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":[0.0014055152,0.0018537459,0.0095685385,0.000108907734,0.000035321238,0.00018561445,0.0005489718,0.004030192,0.9753401,0.00022086072,0.000088792585,0.0066134864],"study_design_scores_gemma":[0.00064438686,0.07670934,0.12249799,0.000045654604,0.00025731497,0.0003567436,0.0015873049,0.048585847,0.74552315,0.0006705779,0.003009766,0.00011198394],"about_ca_topic_score_codex":0.0035985708,"about_ca_topic_score_gemma":0.006740094,"teacher_disagreement_score":0.0035985708,"about_ca_system_score_codex":0.00043906164,"about_ca_system_score_gemma":0.00046298603,"threshold_uncertainty_score":0.0071552396},"labels":[],"label_agreement":null},{"id":"W4282825143","doi":"10.3389/fbuil.2022.864421","title":"Mechanical Behavior of Piles in Typical Unsaturated Expansive and Collapsible Soils Upon Water Infiltration","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Soil and Unsaturated Flow","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 Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Expansive clay; Pile; Geotechnical engineering; Soil water; Infiltration (HVAC); Expansive; Geology; Materials science; Soil science; Compressive strength; Composite material","score_opus":0.007084761291622587,"score_gpt":0.18473334224404017,"score_spread":0.1776485809524176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282825143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993055,0.000024029367,0.00031434896,0.0000043267523,0.0000022909494,0.0000061592627,0.000066124165,0.000014248894,0.00026304144],"genre_scores_gemma":[0.9995414,0.000021816886,0.0001702974,0.0000028937884,6.945178e-7,0.000003647515,0.00004952951,0.000002014741,0.00020774256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985015,0.000011977717,0.000008241134,0.000020893774,0.00005911285,0.00004955095],"domain_scores_gemma":[0.99966955,0.000075654134,0.00008270685,0.00002915664,0.00006160047,0.00008136731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001419508,0.00031305006,0.00025483337,0.0005644482,0.00029944757,0.00022661623,0.00022585629,0.00034460097,0.0014183674],"category_scores_gemma":[0.00042678416,0.00022388634,0.00019924504,0.00040160047,0.00054681674,0.00026201564,0.00030685856,0.0003099597,0.00019276747],"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":[0.00073891925,0.000089510926,0.015720839,0.000102624486,0.000023114513,0.0010127703,0.0005544151,0.0124713965,0.96204287,0.00016642244,0.000118208976,0.006958883],"study_design_scores_gemma":[0.00004463057,0.0023892147,0.45551872,0.00004351446,0.00007074386,0.0008255645,0.0031529544,0.053293534,0.4827498,0.00033549522,0.0014704387,0.00010539738],"about_ca_topic_score_codex":0.0014749398,"about_ca_topic_score_gemma":0.003458912,"teacher_disagreement_score":0.0014749398,"about_ca_system_score_codex":0.00015390132,"about_ca_system_score_gemma":0.00015182428,"threshold_uncertainty_score":0.004744947},"labels":[],"label_agreement":null},{"id":"W4293797888","doi":"10.3389/fbuil.2022.927137","title":"Delayed instabilities of water-retaining earth structures","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Geotechnical Engineering and Analysis","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":"University of Manitoba","funders":"University of Manitoba","keywords":"Instability; Geotechnical engineering; Creep; Slope stability; Geology; Cementation (geology); Engineering; Forensic engineering; Materials science; Mechanics","score_opus":0.004161505942530463,"score_gpt":0.1558701699295326,"score_spread":0.15170866398700214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293797888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99169934,0.000117428266,0.0060020066,0.000040966817,0.00000553301,0.0000061953124,0.000029057886,0.000031975596,0.0020674807],"genre_scores_gemma":[0.99910706,0.00002758679,0.00033999205,0.0000031059535,0.0000020966188,0.0000020495472,0.000012814473,0.0000023475195,0.0005028371],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99991536,0.000008686366,0.000004080725,0.000016197806,0.000032006697,0.000023657112],"domain_scores_gemma":[0.9997075,0.000042974985,0.00011286888,0.00002763935,0.00006675357,0.000042184227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013167635,0.00014704147,0.00011200125,0.0005994916,0.00023230113,0.00047334214,0.00026349118,0.00029606125,0.0012367866],"category_scores_gemma":[0.0007772627,0.00011649867,0.00013494413,0.00020279661,0.00047953028,0.00042209463,0.00039524928,0.00025164944,0.00014378731],"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":[0.00073528994,0.00012956724,0.18170829,0.00013597825,0.00008979843,0.0037239322,0.0023607924,0.14200574,0.50926006,0.068395525,0.0014115957,0.09004344],"study_design_scores_gemma":[0.00007917899,0.0009184316,0.33744323,0.000048724043,0.000055511937,0.0032738023,0.0020145953,0.47835308,0.1244854,0.042010605,0.011200124,0.000117461284],"about_ca_topic_score_codex":0.001287273,"about_ca_topic_score_gemma":0.0012546943,"teacher_disagreement_score":0.001287273,"about_ca_system_score_codex":0.00046654933,"about_ca_system_score_gemma":0.00018391185,"threshold_uncertainty_score":0.004137516},"labels":[],"label_agreement":null},{"id":"W4294192109","doi":"10.3389/fbuil.2022.949441","title":"Urban growth: Modelling street network growth in Manhattan (1642–2008) and Barcelona (1260–2008)","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Urban Design and Spatial Analysis","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":"Carleton University","funders":"","keywords":"Pruning; Closeness; Economic geography; Fractal dimension; Geography; Econometrics; Fractal; Mathematics","score_opus":0.007523831713548782,"score_gpt":0.1548091105757087,"score_spread":0.14728527886215992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294192109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894036,0.00024434502,0.0032475307,0.00021974374,0.000024816292,0.00002195865,0.0016771451,0.00007879159,0.0050820084],"genre_scores_gemma":[0.99294704,0.00016696121,0.002822462,0.000018403227,0.000009414485,0.00004849909,0.0017649536,0.000027043772,0.00219532],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997614,0.00011241121,0.0000078851635,0.00005033942,0.000022921204,0.00004513567],"domain_scores_gemma":[0.99890137,0.0005785965,0.00013544888,0.00007267264,0.00021144115,0.00010045605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055575056,0.00048760232,0.0003396808,0.0014240355,0.00042449578,0.001515564,0.00097246043,0.0009116013,0.0023700432],"category_scores_gemma":[0.002119592,0.00038017926,0.00053978,0.0017639709,0.00073599146,0.00054437644,0.0008341077,0.0005770043,0.00035465893],"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":[0.00016369978,0.00007582771,0.07658751,0.000056063906,0.00006574763,0.00017308604,0.0003177279,0.91304636,0.00021289295,0.002869465,0.0017831753,0.0046485155],"study_design_scores_gemma":[0.000033869987,0.000037008176,0.037632238,0.00002109304,0.00002311008,0.00003809445,0.000590978,0.9577458,0.00014525384,0.0011173671,0.0025985942,0.000016754408],"about_ca_topic_score_codex":0.29905605,"about_ca_topic_score_gemma":0.34155694,"teacher_disagreement_score":0.29905605,"about_ca_system_score_codex":0.0050000986,"about_ca_system_score_gemma":0.0011571342,"threshold_uncertainty_score":0.5946307},"labels":[],"label_agreement":null},{"id":"W4296261030","doi":"10.3389/fbuil.2022.965145","title":"Biological growth as an alternative approach to on and off-Earth construction","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":19,"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":"Research England; National Aeronautics and Space Administration","keywords":"Payload (computing); Process (computing); Biological materials; Engineering; Astrobiology; Computer science; Architectural engineering; Systems engineering; Biochemical engineering; Biology","score_opus":0.016534512893003738,"score_gpt":0.18662045967034774,"score_spread":0.170085946777344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296261030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6015725,0.018451726,0.20279396,0.0029464362,0.0014555734,0.00016654184,0.00030437094,0.0010618728,0.17124698],"genre_scores_gemma":[0.88087577,0.007560729,0.085674144,0.00046865584,0.00012316689,0.00007127162,0.00020205791,0.00013065337,0.02489352],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99977213,0.000032144868,0.0000071662807,0.000033025433,0.000119681,0.00003595155],"domain_scores_gemma":[0.9998124,0.00002831996,0.00004215849,0.00004030079,0.000031532007,0.000045170917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019846237,0.00042292755,0.00016974693,0.0005756192,0.00038285778,0.0010749968,0.000560391,0.00059363147,0.0019795424],"category_scores_gemma":[0.00023418314,0.00015859584,0.00033408997,0.0002762619,0.00064800074,0.0007130057,0.0009261122,0.0008988014,0.00097220484],"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":[0.00006160055,0.00015435183,0.0011718835,0.0003347071,0.000010368607,0.00041771983,0.00024131348,0.004098086,0.8921962,0.028396154,0.0011839701,0.07173372],"study_design_scores_gemma":[0.00002154251,0.000995457,0.0066869697,0.00024404634,0.000034398676,0.001986084,0.00083927484,0.012926882,0.72762316,0.009395233,0.23917763,0.00006929143],"about_ca_topic_score_codex":0.00069285854,"about_ca_topic_score_gemma":0.0020305938,"teacher_disagreement_score":0.0019795424,"about_ca_system_score_codex":0.0004049711,"about_ca_system_score_gemma":0.0003665698,"threshold_uncertainty_score":0.0066221952},"labels":[],"label_agreement":null},{"id":"W4297229800","doi":"10.3389/fbuil.2022.957973","title":"A numerical study of the impacts of outdoor air intake and air changes per hour on the trichloramine concentrations in a swimming pool enclosure","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Water Treatment and Disinfection","field":"Environmental Science","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":"École de Technologie Supérieure","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Environmental science; Airflow; Airspeed; Ventilation (architecture); Deck; Thermal comfort; Environmental engineering; ASHRAE 90.1; Limiting; Meteorology; Engineering","score_opus":0.009283701290493059,"score_gpt":0.2040474776728935,"score_spread":0.19476377638240044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297229800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721982,0.00038690012,0.009355089,0.00051601615,0.00011709769,0.00006500925,0.00074875157,0.00015358257,0.016459407],"genre_scores_gemma":[0.99534684,0.00010616924,0.002315301,0.000056245506,0.000009264455,0.0000356456,0.00021829497,0.000018192626,0.0018939308],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998023,0.000037993836,0.0000130484295,0.000035241075,0.000034323322,0.00007718301],"domain_scores_gemma":[0.99889416,0.0006714327,0.00012738894,0.00003960195,0.00015173625,0.000115763934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038298866,0.000594438,0.00079996843,0.0006223803,0.0008318024,0.0011856592,0.0006947847,0.0023443934,0.003088824],"category_scores_gemma":[0.0015048705,0.0003461211,0.00096080586,0.00049733935,0.0009632651,0.0006338883,0.00079174497,0.000970951,0.00020246391],"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":[0.00016673935,0.00016006673,0.009370149,0.0000861512,0.000039588173,0.00049000967,0.000073981384,0.98324466,0.0028623543,0.00065191253,0.0005736207,0.0022806842],"study_design_scores_gemma":[0.0000254206,0.000096398304,0.0036209642,0.000016660286,0.00002218176,0.000036513757,0.00021574688,0.9948224,0.0005355839,0.00020403764,0.00038852575,0.000015615436],"about_ca_topic_score_codex":0.028908493,"about_ca_topic_score_gemma":0.014036168,"teacher_disagreement_score":0.028908493,"about_ca_system_score_codex":0.0007161484,"about_ca_system_score_gemma":0.000779111,"threshold_uncertainty_score":0.057480454},"labels":[],"label_agreement":null},{"id":"W4300962180","doi":"10.3389/fbuil.2022.980023","title":"Pull planning versus push planning: Investigating impacts on crew performance from a location-based perspective","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"BIM and Construction Integration","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; American University of Beirut","keywords":"Crew; Control (management); Productivity; Operations research; Computer science; Task (project management); Operations management; Engineering; Systems engineering; Aeronautics","score_opus":0.017068945532638307,"score_gpt":0.21938258641233394,"score_spread":0.20231364087969564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300962180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97196406,0.00012055425,0.019794565,0.000096112584,0.000010766435,0.00009547874,0.00011514123,0.00010254556,0.0077007366],"genre_scores_gemma":[0.99456114,0.00007325045,0.0046467665,0.000011220943,0.000002363221,0.000055245215,0.00006127721,0.000019977833,0.00056878966],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9985191,0.00065588317,0.000054513224,0.00015112958,0.00041722527,0.00020216819],"domain_scores_gemma":[0.9930674,0.005097205,0.0006146395,0.00038475866,0.00049858965,0.00033741526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140289,0.00057590957,0.00035628385,0.0008147086,0.00037235522,0.0016845568,0.0005178928,0.00062633323,0.0023200205],"category_scores_gemma":[0.0076941834,0.00027060555,0.00042034616,0.00094577094,0.00054770685,0.0014062907,0.0009641016,0.0005985387,0.0003402154],"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":[0.0033511037,0.0021163886,0.14661375,0.0011072266,0.00059416326,0.0005823395,0.0036996976,0.56038445,0.051316876,0.0067900927,0.0009365079,0.22250734],"study_design_scores_gemma":[0.0002522237,0.0125253815,0.28114924,0.00023197188,0.0005149064,0.00028381296,0.013303588,0.64095545,0.03739822,0.0073595373,0.0057945647,0.00023117418],"about_ca_topic_score_codex":0.0045671477,"about_ca_topic_score_gemma":0.004371326,"teacher_disagreement_score":0.0045671477,"about_ca_system_score_codex":0.00059300155,"about_ca_system_score_gemma":0.00087664265,"threshold_uncertainty_score":0.011319041},"labels":[],"label_agreement":null},{"id":"W4311047379","doi":"10.3389/fbuil.2022.1029237","title":"Design of stick-framed wood roofs under tornado wind loads","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Tornado; Framing (construction); Gable; Low-rise; Structural engineering; Engineering; Truss; Architectural engineering; Constructability; Wind engineering; Civil engineering; Forensic engineering; Meteorology; Geography","score_opus":0.01176288253950292,"score_gpt":0.19667005666455983,"score_spread":0.18490717412505692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311047379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6841852,0.00026778167,0.29503566,0.000109872744,0.0001407613,0.0003217446,0.00038103576,0.0009347689,0.018623168],"genre_scores_gemma":[0.9471007,0.0001745385,0.049165655,0.000018007458,0.000011427736,0.00009945416,0.00015156345,0.00007200586,0.0032066486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997098,0.000043025113,0.000014839346,0.000040879426,0.00012464555,0.00006671923],"domain_scores_gemma":[0.99972314,0.00002837696,0.000049199618,0.000038493163,0.00010746276,0.000053230408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039903997,0.0005683965,0.0004130644,0.00056359445,0.00034010367,0.00065750454,0.0010272563,0.0005484609,0.0020191867],"category_scores_gemma":[0.00043986746,0.00033159336,0.00047381545,0.00021318757,0.00041879728,0.00024260729,0.00049329246,0.00029716326,0.0007072719],"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":[0.00029172655,0.00015989992,0.009446043,0.00039647802,0.00006906859,0.0015018609,0.00033362734,0.731185,0.15638396,0.006543676,0.0020525916,0.091636054],"study_design_scores_gemma":[0.0000923721,0.0017119719,0.020735437,0.00013365135,0.00015546025,0.0005909292,0.0008378969,0.87215793,0.084024794,0.0026120953,0.016851809,0.000095614654],"about_ca_topic_score_codex":0.0020811667,"about_ca_topic_score_gemma":0.0031030935,"teacher_disagreement_score":0.0020811667,"about_ca_system_score_codex":0.00039778376,"about_ca_system_score_gemma":0.00081183505,"threshold_uncertainty_score":0.006754875},"labels":[],"label_agreement":null},{"id":"W4313585762","doi":"10.3389/fbuil.2022.1022736","title":"Future perspectives of earthquake-tsunami catastrophe modelling: From single-hazards to cascading and compounding multi-hazards","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","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":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Natural hazard; Risk management; Disaster risk reduction; Hazard; Natural disaster; Risk assessment; Risk analysis (engineering); Forensic engineering; Probabilistic logic; Emergency management; Earthquake scenario; Environmental resource management; Environmental science; Engineering; Computer science; Civil engineering; Geography; Business; Seismic hazard; Computer security; Meteorology; Political science","score_opus":0.02265477443329355,"score_gpt":0.2179822598895657,"score_spread":0.19532748545627215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313585762","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":[0.021995027,0.54914206,0.26918784,0.113721505,0.0029425411,0.00009776825,0.00037422508,0.00044249365,0.04209659],"genre_scores_gemma":[0.24612974,0.618941,0.11907599,0.003190678,0.0042723357,0.0001542069,0.00037866863,0.00012402362,0.0077332724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906605,0.0005721348,0.00005354202,0.000058221554,0.00019271186,0.000057336954],"domain_scores_gemma":[0.99578285,0.0032813372,0.00018030812,0.00015136896,0.00042065472,0.00018350352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003703702,0.0007543636,0.00096896966,0.0012494969,0.0005656282,0.0032229193,0.0015447345,0.0021723546,0.0041595865],"category_scores_gemma":[0.004041287,0.00030998274,0.0008946685,0.002124291,0.0016820632,0.0054701357,0.0017770512,0.002694988,0.00068188977],"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":[0.00009548048,0.00025482607,0.0038473774,0.003263664,0.00014448822,0.00046301796,0.0010229786,0.16913424,0.001414475,0.49358928,0.025803376,0.3009668],"study_design_scores_gemma":[0.000012264314,0.0001931177,0.0014473203,0.0016636383,0.00005491475,0.0003877626,0.0017014418,0.14256243,0.000556841,0.7045737,0.14670326,0.00014329885],"about_ca_topic_score_codex":0.003541847,"about_ca_topic_score_gemma":0.0049725,"teacher_disagreement_score":0.0041595865,"about_ca_system_score_codex":0.001138392,"about_ca_system_score_gemma":0.0019013534,"threshold_uncertainty_score":0.019587278},"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":"W4366290189","doi":"10.3389/fbuil.2023.1194813","title":"Editorial: Future urban worlds: Theories, models, scenarios, and observations of urban spatial expansion","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Land Use and Ecosystem Services","field":"Environmental Science","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":"University of Toronto","funders":"","keywords":"Geography; Regional science; Economic geography; Environmental planning; Environmental resource management; Environmental science","score_opus":0.007424909559817184,"score_gpt":0.19412469518727282,"score_spread":0.18669978562745565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366290189","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":[0.00002364363,0.0025785672,0.00012257739,0.01966629,0.9756242,0.000016387541,0.00011562344,0.000055257395,0.0017974455],"genre_scores_gemma":[0.0003903612,0.002767074,0.000109391316,0.008129998,0.9787315,0.00002305663,0.000069936505,0.00004449472,0.009734097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689156,0.0004514388,0.0003338469,0.00046965535,0.0016194212,0.00023408738],"domain_scores_gemma":[0.98309237,0.007008056,0.0010015058,0.0004065992,0.005960121,0.002531357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005478539,0.0047189402,0.0039572413,0.004483704,0.0035222017,0.007612949,0.0034702027,0.0122896675,0.035247974],"category_scores_gemma":[0.020267744,0.0010470318,0.002740142,0.0019069831,0.002176726,0.0047009173,0.0016987507,0.014697839,0.020325335],"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":[0.000020852702,0.000005830023,0.00001345969,0.00009463553,0.00000811462,0.000041544692,0.0000055625374,0.000019435169,0.00002021312,0.00017262548,0.9973586,0.0022390797],"study_design_scores_gemma":[0.000072621595,0.000022397,0.00025846178,0.00047839794,0.00005019248,0.00018984909,0.00004660392,0.00022570544,0.00009510999,0.0016849375,0.99685365,0.000022134675],"about_ca_topic_score_codex":0.0022055558,"about_ca_topic_score_gemma":0.0064387275,"teacher_disagreement_score":0.035247974,"about_ca_system_score_codex":0.0024381345,"about_ca_system_score_gemma":0.0025270395,"threshold_uncertainty_score":0.11791623},"labels":[],"label_agreement":null},{"id":"W4366429895","doi":"10.3389/fbuil.2023.1204119","title":"Editorial: Recent advances in risk and community resilience analysis against windstorms","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Resilience (materials science); Community resilience; Engineering; Environmental science; Physics","score_opus":0.005330606620444624,"score_gpt":0.2256985810508881,"score_spread":0.22036797443044348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366429895","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":[0.0001124801,0.0061497563,0.0005606176,0.062153444,0.9295239,0.000019242672,0.00009432976,0.00007862598,0.0013076041],"genre_scores_gemma":[0.0007609889,0.004337463,0.00014541447,0.0128748715,0.9800055,0.000015281328,0.000026652913,0.00003054338,0.001803275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968405,0.00054957956,0.00047803452,0.0006246068,0.0012741839,0.0002330163],"domain_scores_gemma":[0.9699412,0.018477527,0.0012047195,0.0005992063,0.00812893,0.0016483831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004629182,0.0028887526,0.0030837464,0.003083755,0.0020576173,0.0066598402,0.004777212,0.014063276,0.012917183],"category_scores_gemma":[0.028605381,0.0008430575,0.0022898004,0.002128204,0.003549047,0.0049570254,0.0015487117,0.018542634,0.0064552855],"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":[0.000046467678,0.000022172895,0.000079001074,0.0002994809,0.000021745693,0.00010837917,0.000022340173,0.00012529199,0.00005105725,0.00097551814,0.98959243,0.008656094],"study_design_scores_gemma":[0.00007528513,0.000061795174,0.0005523114,0.0006691986,0.00007176335,0.00028829672,0.00010179357,0.00095184887,0.0001830887,0.0039892965,0.9930146,0.00004065234],"about_ca_topic_score_codex":0.0014942987,"about_ca_topic_score_gemma":0.0023612743,"teacher_disagreement_score":0.014063276,"about_ca_system_score_codex":0.0020489565,"about_ca_system_score_gemma":0.0015286956,"threshold_uncertainty_score":0.043212295},"labels":[],"label_agreement":null},{"id":"W4376278966","doi":"10.3389/fbuil.2023.1117066","title":"BIM for FM: understanding information quality issues in terms of compliance with owner’s Building Information Modeling Requirements","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"BIM and Construction Integration","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":"École de Technologie Supérieure; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Fraser Health Authority","keywords":"Building information modeling; Enabling; Facility management; Process management; Information model; Information quality; Knowledge management; Computer science; Process (computing); Information system; Engineering; Risk analysis (engineering); Operations management; Database; Business; Psychology","score_opus":0.06524627948883693,"score_gpt":0.27719875872802696,"score_spread":0.21195247923919003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376278966","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":[0.3845371,0.0012716454,0.49881512,0.012910816,0.000100329795,0.0015586262,0.000641707,0.00055539137,0.099609196],"genre_scores_gemma":[0.86547107,0.00050074543,0.13105388,0.00039500638,0.000029659315,0.00059481466,0.00042873263,0.000083365456,0.0014427893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.92222637,0.038141895,0.0074946503,0.002702885,0.026760306,0.0026738679],"domain_scores_gemma":[0.8409519,0.10749295,0.0173112,0.012093088,0.021030804,0.0011200453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.071157455,0.00080541795,0.0007293115,0.007326491,0.0027129813,0.010539514,0.0029398245,0.0026252572,0.0022161093],"category_scores_gemma":[0.15400276,0.0008879585,0.0007752166,0.008777951,0.008316679,0.016933318,0.0058995164,0.002267238,0.00038593353],"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":[0.0001944529,0.0006461157,0.06847298,0.0028361946,0.00011285993,0.0013376565,0.16436985,0.023964662,0.006426035,0.47213602,0.004876472,0.25462672],"study_design_scores_gemma":[0.0001236392,0.0010867034,0.09278575,0.004649071,0.00024109187,0.0036883822,0.22669281,0.14069724,0.018061494,0.32477707,0.18681204,0.00038468654],"about_ca_topic_score_codex":0.0072745145,"about_ca_topic_score_gemma":0.0036916744,"teacher_disagreement_score":0.071157455,"about_ca_system_score_codex":0.0075037307,"about_ca_system_score_gemma":0.011217877,"threshold_uncertainty_score":0.37632108},"labels":[],"label_agreement":null},{"id":"W4380355488","doi":"10.3389/fbuil.2023.1103743","title":"Applicability of BIM-IoT-GIS integrated digital twins for post occupancy evaluations","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":19,"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; University of Victoria","funders":"","keywords":"Building information modeling; Occupancy; Visualization; Computer science; Workflow; Relation (database); Geographic information system; System integration; Systems engineering; Data integration; Database; Digital mapping; Engineering; Data mining; Architectural engineering; Cartography","score_opus":0.024305876711825387,"score_gpt":0.24563566121665556,"score_spread":0.22132978450483018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380355488","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":[0.30189863,0.0002047856,0.64692473,0.00044878112,0.00019810244,0.0015103495,0.0026076399,0.0050043166,0.041202612],"genre_scores_gemma":[0.7594499,0.00015020666,0.23406191,0.00007761098,0.000018261833,0.00047891567,0.0015340568,0.00031345084,0.003915579],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976422,0.00066078233,0.00015002712,0.00025399143,0.001100295,0.00019272242],"domain_scores_gemma":[0.99861455,0.00023352874,0.00010934339,0.00035577413,0.0005696978,0.00011697275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022936468,0.0008272806,0.00046759474,0.0018681233,0.00048032586,0.0018757891,0.0012858699,0.00066364044,0.0056738346],"category_scores_gemma":[0.0043282253,0.00032869863,0.0005931762,0.0013647681,0.00054676976,0.0025295229,0.002444482,0.00044471497,0.0013516512],"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":[0.0015904211,0.0007997952,0.04577325,0.0010210425,0.00020089628,0.0020946455,0.0028626425,0.13855657,0.058186594,0.051839206,0.014614161,0.6824608],"study_design_scores_gemma":[0.00018448535,0.0015228536,0.0439868,0.00037186686,0.00028291976,0.0013599328,0.005989408,0.71985686,0.10271446,0.0274863,0.09597431,0.0002698872],"about_ca_topic_score_codex":0.0033517724,"about_ca_topic_score_gemma":0.0036284798,"teacher_disagreement_score":0.0056738346,"about_ca_system_score_codex":0.0008542028,"about_ca_system_score_gemma":0.0013356572,"threshold_uncertainty_score":0.01898086},"labels":[],"label_agreement":null},{"id":"W4380629582","doi":"10.3389/fbuil.2023.1232682","title":"Editorial: Design quality: what we learned from evidence-based design and post-occupancy evaluation research during the COVID-19 pandemic","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Urban Green Space and Health","field":"Environmental Science","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 Manitoba","funders":"","keywords":"Occupancy; Pandemic; Coronavirus disease 2019 (COVID-19); Post-occupancy evaluation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Quality (philosophy); Engineering; Computer science; Medicine; Virology; Architectural engineering; Physics","score_opus":0.27123232111550744,"score_gpt":0.4114648107049848,"score_spread":0.14023248958947737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380629582","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":[0.000020355072,0.003935065,0.00015385378,0.030307762,0.96454793,0.000028845783,0.000069958456,0.00006932657,0.00086701656],"genre_scores_gemma":[0.0005242829,0.0044198507,0.0002082114,0.019404875,0.9695584,0.00005895256,0.00004788031,0.00008733121,0.0056901234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9844758,0.0033669,0.0022625972,0.0016684817,0.0074349977,0.0007912887],"domain_scores_gemma":[0.88513726,0.057448305,0.0044975774,0.0021060372,0.041749746,0.009061111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021840217,0.0052776053,0.006074893,0.0060181,0.004796612,0.011712175,0.0054775965,0.02292535,0.029351309],"category_scores_gemma":[0.11104235,0.0016837254,0.003465101,0.002844665,0.0040839426,0.005858292,0.0022570258,0.021703906,0.016001968],"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":[0.00003100125,0.000007868617,0.000014346438,0.0003073632,0.000016204542,0.00003796466,0.000016622062,0.000020056515,0.000018388562,0.00016022728,0.9959467,0.0034233185],"study_design_scores_gemma":[0.00021999072,0.000047245765,0.00029314854,0.002626841,0.00011929975,0.00024732522,0.0001155238,0.0002554708,0.00012523975,0.0024470903,0.993454,0.000049044684],"about_ca_topic_score_codex":0.0034370143,"about_ca_topic_score_gemma":0.007100068,"teacher_disagreement_score":0.029351309,"about_ca_system_score_codex":0.00544193,"about_ca_system_score_gemma":0.0066664172,"threshold_uncertainty_score":0.11550349},"labels":[],"label_agreement":null},{"id":"W4386224102","doi":"10.3389/fbuil.2023.1200383","title":"Aerodynamic mitigation of low-rise building with complex roof geometry","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Roof; Wind engineering; Wind tunnel; Aerodynamics; Structural engineering; Engineering; Flat roof; Low-rise; Geotechnical engineering; Marine engineering; Geology; Aerospace engineering","score_opus":0.007492746752506486,"score_gpt":0.20618763784260466,"score_spread":0.19869489109009816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386224102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898609,0.000044668373,0.009098636,0.000014973864,0.000006409989,0.000011539223,0.000022294338,0.00010821016,0.00083238696],"genre_scores_gemma":[0.9973803,0.000022850983,0.0023872503,0.000004771189,0.0000017955717,0.0000044683998,0.0000244651,0.0000068649842,0.00016712406],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998505,0.000026800375,0.0000058084706,0.000015114583,0.000057674508,0.000043963362],"domain_scores_gemma":[0.9998305,0.00003256435,0.000039236074,0.00003765158,0.00003410034,0.000026000724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018697714,0.0004811346,0.0003616766,0.00025022303,0.0002926998,0.00035070628,0.00039421956,0.00028568294,0.00068628264],"category_scores_gemma":[0.00022178909,0.00014111838,0.00040592285,0.00013037001,0.00032070986,0.00023721717,0.00051210774,0.0002502321,0.00016078021],"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":[0.00038261095,0.00030984732,0.018557252,0.00022017099,0.000088121276,0.0021105595,0.0002214737,0.34945342,0.58649623,0.00075304834,0.00038443974,0.041022893],"study_design_scores_gemma":[0.000084294275,0.002479265,0.09430398,0.000035154768,0.00017156685,0.0009834162,0.0007031356,0.61825186,0.27960238,0.0007053721,0.0025935362,0.00008606083],"about_ca_topic_score_codex":0.00085729634,"about_ca_topic_score_gemma":0.002119497,"teacher_disagreement_score":0.00085729634,"about_ca_system_score_codex":0.0001299551,"about_ca_system_score_gemma":0.00020579204,"threshold_uncertainty_score":0.0022958517},"labels":[],"label_agreement":null},{"id":"W4386698635","doi":"10.3389/fbuil.2023.1256921","title":"A graph-based explanatory model for room-based energy efficiency analysis based on BIM data","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"BIM and Construction Integration","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":"Lassonde Industries (Canada); York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Interpretability; Building information modeling; Computer science; Energy consumption; Transparency (behavior); Graph; Data mining; Energy modeling; Building model; Model building; Machine learning; Engineering; Theoretical computer science; Simulation","score_opus":0.01789370039520526,"score_gpt":0.21021759885234637,"score_spread":0.1923238984571411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386698635","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":[0.044314682,0.00022298428,0.94929075,0.0007158985,0.000049786795,0.00006839818,0.0010362654,0.00072573614,0.0035755676],"genre_scores_gemma":[0.87346447,0.0005315185,0.115541704,0.00015088239,0.000059722362,0.00028954956,0.002009535,0.0001578165,0.0077947457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996176,0.000094375355,0.00001552757,0.00016040979,0.00007255351,0.00003952664],"domain_scores_gemma":[0.9992243,0.00044190968,0.00011259806,0.00006177401,0.00012645358,0.000032893236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080286124,0.0007337959,0.0005000581,0.001577824,0.0003777173,0.0010633771,0.0018471254,0.0010738325,0.005140611],"category_scores_gemma":[0.0025488725,0.00039963768,0.0010800445,0.0014983553,0.000671504,0.0016895642,0.0008533416,0.0010565036,0.00073256274],"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":[0.000043957414,0.000046674853,0.0045330226,0.000044632357,0.0000399484,0.00011044508,0.00008847048,0.9388545,0.0004969588,0.03021065,0.0011244564,0.02440623],"study_design_scores_gemma":[0.000002271969,0.000007624908,0.0004517042,0.000005829323,0.000010478441,0.000015474941,0.000010456738,0.9905008,0.00008444661,0.008252613,0.00065312657,0.000005175257],"about_ca_topic_score_codex":0.014601798,"about_ca_topic_score_gemma":0.017374761,"teacher_disagreement_score":0.014601798,"about_ca_system_score_codex":0.0012445718,"about_ca_system_score_gemma":0.0009067468,"threshold_uncertainty_score":0.029033601},"labels":[],"label_agreement":null},{"id":"W4386916066","doi":"10.3389/fbuil.2023.1248259","title":"A least squares regression-based approach in the investigation of the influence of density metrics of 14 distinct Toronto neighbourhoods on the roof and facade solar potential","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Building Energy and Comfort Optimization","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":"Neighbourhood (mathematics); Roof; Archetype; Photovoltaic system; Context (archaeology); Geography; Computer science; Statistics; Architectural engineering; Mathematics; Engineering; Civil engineering","score_opus":0.008329854639723355,"score_gpt":0.1818908441922682,"score_spread":0.17356098955254484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386916066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969821,0.00016883934,0.02593005,0.000065216576,0.000010161769,0.000118608456,0.0015002073,0.00015037175,0.0022355902],"genre_scores_gemma":[0.980594,0.00007506773,0.017037347,0.0000077474615,0.0000033290191,0.00008938256,0.001191475,0.000029388959,0.0009723126],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990318,0.00045763192,0.000049770668,0.00019168871,0.00021527469,0.000053820262],"domain_scores_gemma":[0.9972736,0.0016014458,0.00037242455,0.00021615416,0.00046210748,0.000074199896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721395,0.00069967046,0.00035162072,0.0015094258,0.00057019043,0.0011047244,0.00068678707,0.00024751024,0.0018658938],"category_scores_gemma":[0.007566535,0.0002608424,0.00069908897,0.002748363,0.0005559357,0.00030496722,0.0009331564,0.00036726714,0.00034693608],"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":[0.00037785777,0.00012919266,0.81590444,0.00031752323,0.00057228905,0.00036349197,0.0044454667,0.07753407,0.0056369896,0.0035491544,0.001989083,0.0891805],"study_design_scores_gemma":[0.000011618992,0.00018550892,0.84568,0.00004243793,0.00012288478,0.00008168268,0.0034400304,0.14492628,0.0018145659,0.00046013665,0.0031860215,0.000048834856],"about_ca_topic_score_codex":0.42868957,"about_ca_topic_score_gemma":0.57221186,"teacher_disagreement_score":0.5713104,"about_ca_system_score_codex":0.0029831892,"about_ca_system_score_gemma":0.0021763989,"threshold_uncertainty_score":0.8523886},"labels":[],"label_agreement":null},{"id":"W4387184716","doi":"10.3389/fbuil.2023.1212244","title":"Economic resilience during COVID-19: the case of food retail businesses in Seattle, Washington","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","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":"University of Washington","keywords":"Quarter (Canadian coin); Geography; Pandemic; Census; Socioeconomics; Audit; Psychological resilience; Agricultural economics; Business; Coronavirus disease 2019 (COVID-19); Demography; Population; Economics; Sociology; Medicine; Psychology","score_opus":0.03354499826039537,"score_gpt":0.22879159507315786,"score_spread":0.1952465968127625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387184716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815315,0.000058016776,0.000024081353,0.0006440815,0.000007717818,0.000013282496,0.000096182215,0.000001393632,0.0010019894],"genre_scores_gemma":[0.9992828,0.0000941664,0.000038786337,0.00010349299,0.000006085556,0.000012631242,0.00011876578,0.0000013256598,0.00034198334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954104,0.000109582696,0.000020344742,0.000045435816,0.000039391758,0.0002441971],"domain_scores_gemma":[0.9985216,0.00027446967,0.00028037335,0.000076010394,0.00017967404,0.0006679355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009636469,0.00020800564,0.00018140183,0.00088293693,0.002870689,0.001598451,0.00076700945,0.0008651052,0.0015594297],"category_scores_gemma":[0.0025961243,0.00021208487,0.00027711134,0.001139934,0.0011833181,0.0010777325,0.002280441,0.0013802989,0.00010403878],"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":[0.00022870048,0.00032925612,0.95749503,0.000036971156,0.000044795892,0.006010857,0.019451613,0.0006834931,0.0003337762,0.0011428341,0.0033310445,0.010911746],"study_design_scores_gemma":[0.000009089585,0.00012788117,0.86583483,0.000081340426,0.000013724432,0.0006107457,0.1291476,0.0009003251,0.00008558542,0.00025446355,0.002915185,0.000019137],"about_ca_topic_score_codex":0.24515022,"about_ca_topic_score_gemma":0.41389015,"teacher_disagreement_score":0.24515022,"about_ca_system_score_codex":0.0035370928,"about_ca_system_score_gemma":0.0020916597,"threshold_uncertainty_score":0.48744655},"labels":[],"label_agreement":null},{"id":"W4391144222","doi":"10.3389/fbuil.2024.1333576","title":"Probabilistic seismic collapse risk assessment of non-engineered masonry buildings in Malawi","year":2024,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Seismic Performance and Analysis","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":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Bristol","keywords":"Masonry; Unreinforced masonry building; Probabilistic logic; Engineering; Forensic engineering; Structural engineering; Geotechnical engineering; Seismic risk; Civil engineering; Geology; Computer science","score_opus":0.0046032351519358335,"score_gpt":0.20814666909195792,"score_spread":0.20354343394002208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391144222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82665974,0.00058753183,0.16793492,0.00040292914,0.000010436385,0.000055286982,0.00040875204,0.000085642,0.0038547982],"genre_scores_gemma":[0.99529016,0.00020334395,0.0034022038,0.000012076955,0.0000041901712,0.000015019611,0.00011004434,0.0000068024283,0.0009561935],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997781,0.00009270247,0.000009759341,0.000029841407,0.000042629123,0.000046965037],"domain_scores_gemma":[0.99962366,0.00017901669,0.000086491884,0.000021426544,0.00006350777,0.000025795505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005699513,0.00047394983,0.00030460834,0.00048237108,0.00022662747,0.0007437475,0.00060365355,0.00047655814,0.00059333706],"category_scores_gemma":[0.0011220125,0.00027403215,0.00040834508,0.00036006395,0.00037206014,0.0006306244,0.0008162059,0.00043188073,0.00006383498],"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":[0.000010961145,0.000011571579,0.005944931,0.000013065047,0.000016736782,0.000074594085,0.00004011535,0.9876187,0.0005001264,0.0026253376,0.00009422897,0.0030496884],"study_design_scores_gemma":[8.018602e-7,0.000012626425,0.0030453682,0.0000039016372,0.000004073627,0.000022426671,0.000029897396,0.99607265,0.00014015561,0.0004993451,0.00016499475,0.0000037294394],"about_ca_topic_score_codex":0.027493853,"about_ca_topic_score_gemma":0.02210216,"teacher_disagreement_score":0.027493853,"about_ca_system_score_codex":0.0010512577,"about_ca_system_score_gemma":0.00071962766,"threshold_uncertainty_score":0.05466765},"labels":[],"label_agreement":null},{"id":"W4392553733","doi":"10.3389/fbuil.2024.1352844","title":"Towards the development of legislative framework for solar neighborhoods","year":2024,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":9,"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 Prince Edward Island; Concordia University","funders":"Bundesamt für Energie; Natural Resources Canada; Norges Forskningsråd; Energimyndigheten","keywords":"Legislature; Architectural engineering; Engineering; Environmental planning; Business; Geography; Archaeology","score_opus":0.021034948975473793,"score_gpt":0.22699448327722607,"score_spread":0.2059595343017523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392553733","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":[0.13474205,0.0077512767,0.22871365,0.12849481,0.0034405745,0.0031446442,0.0019578382,0.0011667124,0.4905885],"genre_scores_gemma":[0.7072042,0.0032888046,0.22193591,0.013272495,0.0005420349,0.0025439202,0.0017468593,0.00033822967,0.04912765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97889817,0.008649058,0.0015086387,0.0024563218,0.006011777,0.002476057],"domain_scores_gemma":[0.95989305,0.011272914,0.0028361015,0.00354663,0.01886275,0.0035884778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046311017,0.0004917008,0.0004965847,0.0033215755,0.0053412314,0.008188696,0.0033108944,0.0041526,0.0044865357],"category_scores_gemma":[0.0290674,0.000622752,0.0010029165,0.002575863,0.007847832,0.0048773754,0.005633822,0.0062109586,0.0010228086],"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":[0.00002225881,0.00018531407,0.008715566,0.00029216564,0.00001461815,0.0003192841,0.021801544,0.0030009802,0.0017683661,0.9022742,0.01810002,0.043505765],"study_design_scores_gemma":[0.000046997968,0.00017263266,0.029685244,0.00328891,0.00005672866,0.00031652357,0.029159019,0.0047558793,0.0025692845,0.12848344,0.801244,0.00022137762],"about_ca_topic_score_codex":0.07526037,"about_ca_topic_score_gemma":0.1051032,"teacher_disagreement_score":0.07526037,"about_ca_system_score_codex":0.012828959,"about_ca_system_score_gemma":0.07035367,"threshold_uncertainty_score":0.244919},"labels":[],"label_agreement":null},{"id":"W4399178667","doi":"10.3389/fbuil.2024.1380106","title":"Modeling and categorizing standardized artifacts for scheduling occupancy on building construction sites","year":2024,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"BIM and Construction Integration","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":"École de Technologie Supérieure","funders":"","keywords":"Occupancy; Schedule; Plan (archaeology); Scheduling (production processes); Process (computing); Reuse; Construction management; Space (punctuation); Computer science; Transport engineering; Operations research; Work (physics); Engineering; Construction engineering; Systems engineering; Civil engineering; Operations management","score_opus":0.012199074836528542,"score_gpt":0.2227024203751494,"score_spread":0.21050334553862085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399178667","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":[0.078215346,0.00010479086,0.9103218,0.00008252369,0.000036792524,0.00074063835,0.00080748036,0.001640617,0.008050007],"genre_scores_gemma":[0.29570803,0.00024363703,0.6991772,0.000015076846,0.00001070099,0.000868378,0.0020785036,0.00021430901,0.0016841227],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998387,0.0005809695,0.0002073084,0.00018808637,0.0005203389,0.00011635758],"domain_scores_gemma":[0.9965899,0.0013345074,0.00051807106,0.00069859566,0.0007626627,0.000096193915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002225762,0.00083967834,0.00033664136,0.0020669538,0.00045458798,0.0024584315,0.0012832597,0.00049920945,0.0016644718],"category_scores_gemma":[0.0057019535,0.0005214598,0.0010348033,0.0019045323,0.0006705505,0.0012206942,0.00087995036,0.0005548978,0.00037095393],"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":[0.0001208643,0.00028124877,0.014386493,0.0003126365,0.00005537076,0.00025698682,0.0012753367,0.8135399,0.0057271263,0.06474926,0.001494164,0.097800575],"study_design_scores_gemma":[0.000026938129,0.00019849249,0.0051627113,0.00009957851,0.000056053683,0.00010566931,0.00064203166,0.9528528,0.008391824,0.0105883675,0.021826,0.000049567596],"about_ca_topic_score_codex":0.011191974,"about_ca_topic_score_gemma":0.013815094,"teacher_disagreement_score":0.011191974,"about_ca_system_score_codex":0.0015577726,"about_ca_system_score_gemma":0.0022638987,"threshold_uncertainty_score":0.022253633},"labels":[],"label_agreement":null},{"id":"W4399535009","doi":"10.3389/fbuil.2024.1398472","title":"A framework for design wind loads on air-permeable multilayer cladding systems","year":2024,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"","keywords":"Cladding (metalworking); Roof; Aerodynamics; Engineering; Wind engineering; Structural engineering; Wind tunnel; Materials science; Aerospace engineering; Composite material","score_opus":0.02498628067318106,"score_gpt":0.2487773225254789,"score_spread":0.22379104185229784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399535009","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":[0.008532409,0.00055540033,0.97500026,0.00015444752,0.000045908575,0.00018526369,0.00008345497,0.00018748686,0.015255379],"genre_scores_gemma":[0.25803795,0.0027981857,0.7278599,0.00011461264,0.0000700468,0.0011259693,0.00024314434,0.00020858315,0.009541567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995203,0.00012769726,0.000035714587,0.0000612593,0.0002028466,0.00005215044],"domain_scores_gemma":[0.9997073,0.000104105864,0.00004235853,0.00002158419,0.00010621235,0.00001852619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012009054,0.0014808853,0.000741878,0.0012137111,0.00073976786,0.0014492618,0.0014605244,0.0008494496,0.004802315],"category_scores_gemma":[0.0010072413,0.00056966377,0.001010169,0.0005368942,0.0008142673,0.0013516163,0.001243988,0.0008664647,0.00072794146],"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":[0.00003909406,0.00013925246,0.00070080755,0.00067134405,0.000030570573,0.00021441879,0.0003945759,0.71983826,0.023002563,0.16865754,0.0020261295,0.08428539],"study_design_scores_gemma":[0.000037708985,0.0003597789,0.0005906474,0.00034796755,0.000045521865,0.00009252549,0.00029525146,0.90215445,0.0054704156,0.052546296,0.038020104,0.000039427912],"about_ca_topic_score_codex":0.0031761199,"about_ca_topic_score_gemma":0.0051319585,"teacher_disagreement_score":0.004802315,"about_ca_system_score_codex":0.0009335774,"about_ca_system_score_gemma":0.0013329465,"threshold_uncertainty_score":0.01606536},"labels":[],"label_agreement":null},{"id":"W4401153286","doi":"10.3389/fbuil.2024.1321634","title":"Recent advances in crack detection technologies for structures: a survey of 2022-2023 literature","year":2024,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Infrastructure Maintenance and Monitoring","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":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Context (archaeology); Data science","score_opus":0.005589932778492761,"score_gpt":0.21600076387332623,"score_spread":0.21041083109483347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401153286","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":[0.0078087393,0.96706134,0.006116735,0.0021951431,0.0013778761,0.00009438838,0.0021291461,0.00038164825,0.012834995],"genre_scores_gemma":[0.017334726,0.9668004,0.006522803,0.0014199127,0.0011549436,0.00007211579,0.003211693,0.00013702372,0.0033463652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982174,0.00018550953,0.00031053432,0.00037107887,0.00079900835,0.0001163852],"domain_scores_gemma":[0.9823155,0.011667765,0.0011055496,0.0004976401,0.00415653,0.00025700493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024735031,0.0010653265,0.0008951055,0.017428484,0.00058611506,0.0026115794,0.00133994,0.0013657953,0.0077991853],"category_scores_gemma":[0.0124168955,0.0007377547,0.0015897697,0.015782643,0.0006346678,0.0045589996,0.0010413438,0.001139307,0.0033388233],"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":[0.00011958766,0.0000651724,0.003537099,0.03451719,0.00015802232,0.00025388857,0.00030663353,0.0010690677,0.0023769618,0.0039905766,0.04467001,0.9089357],"study_design_scores_gemma":[0.000015153007,0.00018579072,0.012429334,0.032339986,0.00078070356,0.0017311672,0.0009335728,0.0022263422,0.0042703347,0.0050596823,0.9399341,0.00009378029],"about_ca_topic_score_codex":0.0030796696,"about_ca_topic_score_gemma":0.00421881,"teacher_disagreement_score":0.017428484,"about_ca_system_score_codex":0.0011451674,"about_ca_system_score_gemma":0.0025205214,"threshold_uncertainty_score":0.02609086},"labels":[],"label_agreement":null},{"id":"W4402836845","doi":"10.3389/fbuil.2024.1487696","title":"Editorial: Solar neighborhood planning: optimize solar energy use in cities through the digitalization of the built environment","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Building Energy and Comfort Optimization","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":"Concordia University","funders":"","keywords":"Architectural engineering; Solar energy; Photovoltaic system; Engineering; Engineering physics; Environmental science; Computer science; Electrical engineering","score_opus":0.007432970602324499,"score_gpt":0.18960352228285574,"score_spread":0.18217055168053123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402836845","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":[0.00005323702,0.0031669287,0.0001210331,0.037619203,0.956759,0.000028821616,0.00011285335,0.00007736557,0.0020615864],"genre_scores_gemma":[0.00058357714,0.0031613738,0.000117845135,0.019945418,0.9676628,0.00003187244,0.000051548268,0.000045683126,0.008399909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603903,0.00055404106,0.00037805893,0.0006972493,0.0019900054,0.00034152725],"domain_scores_gemma":[0.9837716,0.0071168197,0.0007847941,0.0004077347,0.005697964,0.002221042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046779555,0.0037380317,0.0033729367,0.0024833702,0.0031813385,0.008085259,0.0040232306,0.01691336,0.030468788],"category_scores_gemma":[0.019032583,0.0010008152,0.0028778678,0.0012790535,0.0028749628,0.0052311984,0.0018008549,0.01969356,0.02161153],"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":[0.000028887085,0.000016845206,0.00002939417,0.00020377268,0.0000075560915,0.000054812204,0.00002213152,0.000026578144,0.000047826794,0.00023571344,0.9954482,0.0038781958],"study_design_scores_gemma":[0.000051426414,0.000037109367,0.000346251,0.00065735186,0.00003446185,0.00019801754,0.00011408459,0.00017334895,0.00014133265,0.0010479484,0.99717546,0.000023199626],"about_ca_topic_score_codex":0.0029296668,"about_ca_topic_score_gemma":0.00458702,"teacher_disagreement_score":0.030468788,"about_ca_system_score_codex":0.0026896808,"about_ca_system_score_gemma":0.0031906292,"threshold_uncertainty_score":0.101928234},"labels":[],"label_agreement":null},{"id":"W4404937383","doi":"10.3389/fbuil.2024.1428693","title":"Estimation of debris flight trajectories of roof cover from low-rise buildings","year":2024,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Landslides and related hazards","field":"Environmental Science","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":"Western University","funders":"","keywords":"Cover (algebra); Debris; Roof; Engineering; Environmental science; Aeronautics; Geology; Forensic engineering; Computer science; Civil engineering; Geography; Meteorology; Mechanical engineering","score_opus":0.0035773674620962585,"score_gpt":0.19347013102548027,"score_spread":0.18989276356338403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404937383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988641,0.00005470415,0.010283719,0.0000074190643,0.000003909871,0.00001668099,0.00034894573,0.00016791081,0.00047583415],"genre_scores_gemma":[0.9942756,0.000036762136,0.0049293675,0.0000018061905,0.0000018966715,0.0000094143425,0.0006024751,0.0000096014055,0.00013300726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999075,0.000013970931,0.0000060545126,0.000020885409,0.000032187134,0.000019358795],"domain_scores_gemma":[0.99967897,0.00010704417,0.00006831281,0.00003388622,0.000073732714,0.000038097773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016274123,0.00038003884,0.00020614966,0.0011730024,0.00022788961,0.00033870793,0.00022727792,0.0002976317,0.00036366514],"category_scores_gemma":[0.00073860947,0.00013344889,0.0002683257,0.00045462957,0.00012809,0.00022850362,0.00021868365,0.00016451736,0.00019285316],"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":[0.0005574743,0.00021916316,0.30423957,0.00017594719,0.00010627972,0.0009064879,0.0005147639,0.57632005,0.0294761,0.00059269986,0.00074747147,0.086144045],"study_design_scores_gemma":[0.0000074669315,0.00013821726,0.1347277,0.000025084506,0.000019683761,0.00019291588,0.0002319669,0.8552668,0.008679782,0.00021708387,0.000468272,0.000025112897],"about_ca_topic_score_codex":0.005661739,"about_ca_topic_score_gemma":0.005957512,"teacher_disagreement_score":0.005661739,"about_ca_system_score_codex":0.00024865387,"about_ca_system_score_gemma":0.00027365383,"threshold_uncertainty_score":0.011257529},"labels":[],"label_agreement":null},{"id":"W4406618046","doi":"10.3389/fbuil.2024.1487320","title":"Corrigendum: Covid 19 and beyond: a procedure for HVAC systems to address infectious aerosol illness transmission","year":2025,"lang":"en","type":"erratum","venue":"Frontiers in Built Environment","topic":"COVID-19 impact on air quality","field":"Environmental Science","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":"Air Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); HVAC; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Transmission (telecommunications); Respiratory illness; Aerosol; Virology; Medicine; Infectious disease (medical specialty); Computer science; Engineering; Meteorology; Geography; Mechanical engineering; Telecommunications; Outbreak; Internal medicine; Respiratory system; Disease","score_opus":0.01819346968886802,"score_gpt":0.2808601716819699,"score_spread":0.2626667019931019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406618046","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":[0.000521557,0.00462633,0.0025688235,0.08347408,0.8715599,0.0003320624,0.0005160001,0.0022235299,0.034177642],"genre_scores_gemma":[0.01218388,0.015668672,0.00801112,0.16597122,0.43482056,0.0008219524,0.0010483162,0.0014736296,0.36000064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966858,0.0005835983,0.00054732116,0.000504989,0.0014239069,0.00025432743],"domain_scores_gemma":[0.9842017,0.002787607,0.00083203765,0.00090712786,0.010146211,0.0011252553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020555535,0.001581954,0.0014122778,0.0012226589,0.00181069,0.0028771646,0.002689576,0.008453873,0.11741565],"category_scores_gemma":[0.023822833,0.00067626004,0.0012200617,0.00046967954,0.0021016141,0.0027524945,0.0018157822,0.005981566,0.10176976],"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":[0.000025454678,0.000017252723,0.000115556526,0.00016062816,0.0000050257304,0.00019828993,0.000032312386,0.000034787074,0.00014485302,0.00036354555,0.97787935,0.02102305],"study_design_scores_gemma":[0.00001805828,0.000056010143,0.0005423809,0.0003010839,0.000010806647,0.00047925083,0.000110962195,0.00012352028,0.00028158605,0.0005096038,0.9975458,0.000020929181],"about_ca_topic_score_codex":0.0044710897,"about_ca_topic_score_gemma":0.0068925684,"teacher_disagreement_score":0.11741565,"about_ca_system_score_codex":0.0019486785,"about_ca_system_score_gemma":0.0022535268,"threshold_uncertainty_score":0.3927945},"labels":[],"label_agreement":null},{"id":"W4407797737","doi":"10.3389/fbuil.2025.1469890","title":"Integrating Lotka-Volterra dynamics and gravity modeling for regional population forecasting","year":2025,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","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":"Université du Québec à Montréal","funders":"","keywords":"Volterra equations; Dynamics (music); Population; Econometrics; System dynamics; Environmental science; Operations research; Computer science; Economics; Meteorology; Mathematics; Geography; Nonlinear system; Physics; Sociology; Artificial intelligence; Demography","score_opus":0.09228502473962605,"score_gpt":0.3288635597142781,"score_spread":0.23657853497465206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407797737","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":[0.10364396,0.0006140487,0.88113207,0.0016087409,0.000114867784,0.00008104627,0.00065613876,0.00046558582,0.011683426],"genre_scores_gemma":[0.91126686,0.0006325203,0.08334585,0.00019890422,0.000084318424,0.00013775511,0.0003876876,0.00011082814,0.00383521],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999711,0.00010786055,0.000016125206,0.000057393234,0.000060626677,0.000047002475],"domain_scores_gemma":[0.9990319,0.0005434105,0.00014348814,0.000044823373,0.0001786398,0.00005774953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010701244,0.0006771442,0.00064282515,0.000994984,0.00060691533,0.0011287266,0.0016537296,0.0010647603,0.0022247392],"category_scores_gemma":[0.0037592156,0.00042087003,0.0010373589,0.00098807,0.0008249788,0.0011438456,0.0009342413,0.0010050777,0.00027744868],"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":[0.0000043142873,0.00000761028,0.0029700443,0.000017524299,0.000021850414,0.000047573372,0.00005521503,0.971814,0.00014897215,0.0198584,0.00057873334,0.0044758017],"study_design_scores_gemma":[0.0000010849786,0.0000016307057,0.00032154153,0.0000037338868,0.00000390572,0.00000601962,0.000012264703,0.99410987,0.000015835843,0.005174049,0.0003456009,0.0000044561993],"about_ca_topic_score_codex":0.1879819,"about_ca_topic_score_gemma":0.10499382,"teacher_disagreement_score":0.1879819,"about_ca_system_score_codex":0.0027250098,"about_ca_system_score_gemma":0.0024273205,"threshold_uncertainty_score":0.37377548},"labels":[],"label_agreement":null},{"id":"W4407957711","doi":"10.3389/fbuil.2025.1528453","title":"Analysis of the influence of exogenous factors on indoor air quality in residential buildings","year":2025,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","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":"Western University","funders":"","keywords":"Indoor air quality; Architectural engineering; Quality (philosophy); Environmental science; Engineering; Civil engineering; Environmental engineering","score_opus":0.01832398696661935,"score_gpt":0.2881358862283807,"score_spread":0.26981189926176136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407957711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985831,0.00009444642,0.0007485633,0.0000071750146,0.000002540436,0.000008126489,0.00015760965,0.000005742749,0.00039282293],"genre_scores_gemma":[0.99947244,0.000052670246,0.00018477687,0.000002503913,0.0000030902659,0.0000047116077,0.00013642795,0.0000022815568,0.00014110083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995709,0.00017408632,0.000026724692,0.00006828673,0.00011244254,0.000047597954],"domain_scores_gemma":[0.9991327,0.00037374895,0.00020870072,0.000088053646,0.00014418633,0.0000525694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039339717,0.00023318808,0.00024000656,0.0003723724,0.00017700014,0.00058147474,0.00016618466,0.00020884525,0.0006293044],"category_scores_gemma":[0.0012336405,0.00015979898,0.00038116667,0.0005661802,0.00024325395,0.00019025998,0.00023768944,0.00016095093,0.00015795458],"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":[0.00021926383,0.000095720054,0.9829129,0.000051432788,0.00018407482,0.00014930252,0.00016073813,0.0027819742,0.004980285,0.00008725398,0.000069048336,0.008308023],"study_design_scores_gemma":[9.0978364e-7,0.00008430293,0.99672097,0.0000023450418,0.000028387745,0.000027854263,0.00013795024,0.0023417524,0.0005130811,0.000022905651,0.00011596318,0.0000035910718],"about_ca_topic_score_codex":0.009159568,"about_ca_topic_score_gemma":0.011709729,"teacher_disagreement_score":0.009159568,"about_ca_system_score_codex":0.000266042,"about_ca_system_score_gemma":0.0002260739,"threshold_uncertainty_score":0.018212497},"labels":[],"label_agreement":null},{"id":"W4414086637","doi":"10.3389/fbuil.2025.1597715","title":"Development of a site and motion proxy-based site amplification model for shallow bedrock profiles using machine learning","year":2025,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","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":"Nonlinear system; Artificial neural network; Gradient boosting; Random forest; Bedrock; Principal component analysis; Motion (physics)","score_opus":0.01740054343676137,"score_gpt":0.21901194585491118,"score_spread":0.20161140241814982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414086637","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":[0.15915357,0.00048615024,0.83647066,0.00021321636,0.000049451213,0.000060042217,0.00024487238,0.00075163186,0.0025703332],"genre_scores_gemma":[0.96683705,0.00020515345,0.030282497,0.00005791505,0.000020728421,0.00009203872,0.0002793849,0.000038228438,0.0021869745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988174,0.000017819433,0.0000075219677,0.000039445044,0.00002830227,0.000025274023],"domain_scores_gemma":[0.99978274,0.00008517279,0.00004008124,0.00001179875,0.00006369123,0.000016641221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048199765,0.0006406182,0.0004952486,0.00045592763,0.00019197968,0.00045857026,0.0012001432,0.00074944826,0.0007443169],"category_scores_gemma":[0.0007247826,0.00044535,0.00065240107,0.0003365815,0.00032132256,0.00074665307,0.00046902994,0.0007922352,0.0002541077],"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":[0.000015134985,0.000021415764,0.0016436032,0.00001638409,0.000017006125,0.00003486281,0.000013550334,0.98212355,0.0017328492,0.000794015,0.00021441137,0.013373187],"study_design_scores_gemma":[6.0147175e-7,0.0000023010023,0.00010663096,9.133755e-7,0.0000018066443,0.0000020452953,8.3259334e-7,0.9996126,0.00010148961,0.00013314132,0.000036370435,0.0000012561429],"about_ca_topic_score_codex":0.012262429,"about_ca_topic_score_gemma":0.0110450955,"teacher_disagreement_score":0.012262429,"about_ca_system_score_codex":0.0006098607,"about_ca_system_score_gemma":0.0010343638,"threshold_uncertainty_score":0.024382114},"labels":[],"label_agreement":null},{"id":"W4416160788","doi":"10.3389/fbuil.2025.1695449","title":"Field-based thermal performance analysis of a cement-stabilized, core-insulated rammed earth house in a cold climate","year":2025,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Hygrothermal properties of building materials","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":"Université Laval","funders":"","keywords":"Rammed earth; Relative humidity; Heat flux; Humidity; Thermal; Cold climate; Thermal transmittance; Thermography; Climate zones; Passive cooling","score_opus":0.008714479854061406,"score_gpt":0.19945277522283786,"score_spread":0.19073829536877646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416160788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854726,0.000017614882,0.0006941127,0.0000044415874,0.0000030796125,0.00001169918,0.000271448,0.00003609586,0.00041426986],"genre_scores_gemma":[0.9987047,0.00001799607,0.0005578792,0.0000036971649,9.0176127e-7,0.000008644644,0.00031011016,0.0000074074255,0.0003885728],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999892,0.0000072865696,0.0000031535853,0.000037351612,0.000036695736,0.000023514764],"domain_scores_gemma":[0.99987185,0.000023410534,0.000011488466,0.000017980421,0.000052646385,0.00002259073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021642291,0.00045533932,0.00046547787,0.00034341458,0.00043148178,0.00038054836,0.00042185248,0.00028128404,0.0007973562],"category_scores_gemma":[0.00018776608,0.00013159275,0.0002716854,0.00031055958,0.00041304453,0.00022331713,0.00019489543,0.00023331998,0.0002482843],"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":[0.0028248853,0.0011778087,0.1484217,0.00038806282,0.00014907091,0.0013318954,0.0011528896,0.13005523,0.6650088,0.0004385271,0.0015964638,0.04745472],"study_design_scores_gemma":[0.00009299662,0.0020500312,0.60123193,0.00003997218,0.00018094198,0.00033763362,0.0019315834,0.16723269,0.22333345,0.00025185966,0.0032095127,0.00010743752],"about_ca_topic_score_codex":0.032477308,"about_ca_topic_score_gemma":0.08759945,"teacher_disagreement_score":0.032477308,"about_ca_system_score_codex":0.0008830989,"about_ca_system_score_gemma":0.0004820169,"threshold_uncertainty_score":0.064576566},"labels":[],"label_agreement":null},{"id":"W4416332546","doi":"10.3389/fbuil.2025.1736961","title":"Editorial: Data-driven urban dynamics: sustainable urbanization and mobility in peripheral areas","year":2025,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Smart Cities and Technologies","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":"Human settlement; Urbanization; Citizen journalism; Corporate governance; Embeddedness; Urban planning; Metropolitan area; Sustainability","score_opus":0.004082049015846573,"score_gpt":0.18684444643638176,"score_spread":0.18276239742053518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416332546","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":[0.000036170666,0.0041311015,0.00016020151,0.033856526,0.9604684,0.000023321,0.00012097904,0.00007253466,0.0011307502],"genre_scores_gemma":[0.00045712874,0.0036292784,0.00010318963,0.01284094,0.97917765,0.000023394534,0.00004065025,0.000047667127,0.0036801314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924843,0.0013270618,0.0008265414,0.0015930475,0.003223292,0.000545757],"domain_scores_gemma":[0.95020044,0.026369268,0.002182294,0.0013428596,0.015180097,0.004724946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0083022,0.004914853,0.0055680973,0.0045836833,0.0052338513,0.014598023,0.0066484837,0.02039776,0.030359639],"category_scores_gemma":[0.043702878,0.0014077063,0.0040058144,0.0028714628,0.0058354223,0.008457727,0.002910426,0.02696581,0.02001191],"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":[0.000021299233,0.000012246223,0.000034319717,0.00023705616,0.000012064784,0.00006855043,0.00003157082,0.000036542133,0.00002718159,0.00038255478,0.9959288,0.0032078119],"study_design_scores_gemma":[0.00003931353,0.000028142644,0.00033276228,0.0009316146,0.000042224914,0.000294457,0.00014595901,0.00026673026,0.000090308364,0.0020952206,0.9956951,0.00003807583],"about_ca_topic_score_codex":0.0042678514,"about_ca_topic_score_gemma":0.0060403408,"teacher_disagreement_score":0.030359639,"about_ca_system_score_codex":0.0045224773,"about_ca_system_score_gemma":0.0049574794,"threshold_uncertainty_score":0.101563096},"labels":[],"label_agreement":null}]}