{"meta":{"query_hash":"d5b2bb61b35b","filters":{"topic":"Wind and Air Flow Studies"},"cohort_total":1289,"direct_labels_cover":0,"predictions_cover":1289,"exported":1289,"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/d5b2bb61b35b","api":"https://metacan.xera.ac/api/v1/cohort?topic=Wind+and+Air+Flow+Studies"},"results":[{"id":"W1024085990","doi":"10.1080/14685248.2015.1053347","title":"Foreword to special issue: “Wall turbulence, a colloquium under the midnight sun”","year":2015,"lang":"en","type":"article","venue":"Journal of Turbulence","topic":"Wind and Air Flow Studies","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":"Queen's University","funders":"","keywords":"Midnight; Turbulence; Meteorology; Physics; Astronomy","score_opus":0.01728816906842104,"score_gpt":0.24509671192783297,"score_spread":0.22780854285941193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1024085990","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":[0.00009904954,0.0076044193,0.00026325896,0.04107379,0.94353443,0.000031568292,0.00014521912,0.000083744344,0.0071644755],"genre_scores_gemma":[0.0019426316,0.00923733,0.00025642995,0.03162688,0.8538554,0.00007606508,0.00042714446,0.0002526102,0.1023255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989027,0.00014736461,0.00011568436,0.00020480927,0.0005074965,0.000121973164],"domain_scores_gemma":[0.9933031,0.0014145046,0.00050517503,0.00023600855,0.0030911036,0.0014500316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001823552,0.0024153716,0.0018946887,0.0019884554,0.002822641,0.0059261965,0.0017248885,0.0062262057,0.0746271],"category_scores_gemma":[0.006735142,0.00048636735,0.0013651762,0.0011377356,0.0011142212,0.0033111759,0.002165321,0.0074818097,0.05591434],"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":[0.000017996748,0.0000054888396,0.000016222606,0.000054782322,0.0000020619557,0.000013798784,0.000005647768,0.000008975427,0.00007744437,0.00013274484,0.9969304,0.0027343857],"study_design_scores_gemma":[0.000010781676,0.000029976705,0.00042195493,0.0001339778,0.0000074642544,0.000050273353,0.000043270076,0.000054412965,0.00010773203,0.00048801734,0.9986436,0.000008646375],"about_ca_topic_score_codex":0.0019265467,"about_ca_topic_score_gemma":0.0031931174,"teacher_disagreement_score":0.0746271,"about_ca_system_score_codex":0.0017136682,"about_ca_system_score_gemma":0.0019022785,"threshold_uncertainty_score":0.2496525},"labels":[],"label_agreement":null},{"id":"W113287953","doi":"","title":"A Large Eddy Simulation to determine the effect of trees on wind and turbulence over a suburban surface","year":2014,"lang":"en","type":"article","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meteorology; Environmental science; Turbulence; Wind speed; Drag; Planetary boundary layer; Drag coefficient; Lidar; Wind direction; Roughness length; Geography; Wind profile power law; Remote sensing; Physics; Mechanics","score_opus":0.006372502508474791,"score_gpt":0.24047434656077324,"score_spread":0.23410184405229845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W113287953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904777,0.00004031405,0.004707613,0.000081849204,0.000013595506,0.000039838033,0.00043955946,0.00013967424,0.0040598363],"genre_scores_gemma":[0.99483055,0.00002989536,0.003708582,0.00001773131,0.000003038988,0.000028169901,0.0003976002,0.00001894666,0.00096552284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999928,0.000018611358,0.0000047655817,0.000012362606,0.000015727523,0.000020503032],"domain_scores_gemma":[0.99961615,0.000207879,0.00002966475,0.000025615644,0.00006467955,0.000055926936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022448208,0.0003695396,0.00038147168,0.00024673223,0.00046864737,0.0005865509,0.00043780764,0.00068886706,0.0014690099],"category_scores_gemma":[0.0006007963,0.00019485196,0.00038774087,0.00039701074,0.00026389872,0.00032890364,0.00028803552,0.00039387902,0.00014826622],"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":[0.0001662719,0.00018065039,0.01031462,0.000023537366,0.000028867615,0.00015078395,0.000065046785,0.9824126,0.0031411753,0.00059834804,0.00039593637,0.0025221668],"study_design_scores_gemma":[0.000020180887,0.00003103684,0.0019266529,0.0000015688415,0.0000028617617,0.00000422695,0.00002330552,0.9974848,0.0003299385,0.000056378685,0.000115494586,0.0000034981274],"about_ca_topic_score_codex":0.051245905,"about_ca_topic_score_gemma":0.037098754,"teacher_disagreement_score":0.051245905,"about_ca_system_score_codex":0.00059207843,"about_ca_system_score_gemma":0.00083380856,"threshold_uncertainty_score":0.10189521},"labels":[],"label_agreement":null},{"id":"W114820068","doi":"","title":"Temperature structure in the atmospheric boundary layer","year":2010,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boundary layer; Turbulence; Planetary boundary layer; Stratification (seeds); Turbulence kinetic energy; Mechanics; Surface layer; Dissipation; Convection; Convective Boundary Layer; Atmospheric sciences; Meteorology; Geology; Materials science; Thermodynamics; Physics; Layer (electronics)","score_opus":0.009967054488442522,"score_gpt":0.23007043932848756,"score_spread":0.22010338484004505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114820068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97831774,0.001614803,0.0076439884,0.00020645747,0.000048926307,0.000018192279,0.0003511903,0.0001560621,0.011642459],"genre_scores_gemma":[0.9986401,0.000115992494,0.00050687266,0.00001327241,0.0000116679075,0.0000028848278,0.0001198089,0.000013591251,0.00057579397],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999244,0.000006936409,0.0000039331157,0.000026241072,0.000022055892,0.00001644091],"domain_scores_gemma":[0.9998971,0.000014472601,0.000027974782,0.0000065709273,0.00003828439,0.000015599324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083933344,0.00012107676,0.00020928758,0.00033826134,0.00039612915,0.00061670877,0.00021487544,0.0002978159,0.00076270476],"category_scores_gemma":[0.00036107973,0.00022090651,0.00011392668,0.0002788082,0.0003196214,0.0005266934,0.00031019413,0.0002499238,0.0002246257],"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":[0.00048445287,0.00017869355,0.23774217,0.00030713982,0.00013350142,0.0006780473,0.0013171238,0.08712477,0.59069693,0.028258083,0.0021172618,0.050961807],"study_design_scores_gemma":[0.00008167374,0.00022725282,0.77971774,0.00007773017,0.000058957743,0.00029132195,0.00032896816,0.16776353,0.02840175,0.015934054,0.0069984077,0.000118675904],"about_ca_topic_score_codex":0.005635254,"about_ca_topic_score_gemma":0.002083617,"teacher_disagreement_score":0.005635254,"about_ca_system_score_codex":0.00039152955,"about_ca_system_score_gemma":0.00023082606,"threshold_uncertainty_score":0.011204898},"labels":[],"label_agreement":null},{"id":"W1163725043","doi":"10.1016/j.envpol.2015.07.039","title":"On the use of numerical modelling for near-field pollutant dispersion in urban environments − A review","year":2015,"lang":"en","type":"review","venue":"Environmental Pollution","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":273,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computational fluid dynamics; Dispersion (optics); Atmospheric dispersion modeling; Computer simulation; Field (mathematics); Flow (mathematics); Environmental science; Computer science; Meteorology; Marine engineering; Simulation; Mechanics; Engineering; Aerospace engineering; Air pollution; Geography; Physics; Mathematics","score_opus":0.07104502828441851,"score_gpt":0.2744812162337868,"score_spread":0.2034361879493683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1163725043","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":[0.00029177504,0.99625045,0.0013400964,0.00022336759,0.00024239896,0.000011615415,0.000029562218,0.000014278623,0.0015964877],"genre_scores_gemma":[0.0011299764,0.99751663,0.00077901257,0.00006547683,0.00014908236,0.000008510752,0.000034609588,0.0000045191637,0.0003121045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993598,0.00012828677,0.00009787077,0.00011806797,0.0002614239,0.000034508892],"domain_scores_gemma":[0.997924,0.0013421715,0.00019695189,0.00006469926,0.00042448402,0.000047685957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014397214,0.001442186,0.0019911893,0.004233738,0.00042823414,0.001735598,0.0015858926,0.001995061,0.0041350047],"category_scores_gemma":[0.0021799277,0.00054335,0.00097181683,0.004557833,0.00095020747,0.0024648178,0.0010812398,0.0014135984,0.002108305],"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":[0.00003735996,0.00012816163,0.0005004966,0.041090135,0.00013491203,0.00023598355,0.00018938082,0.0029338088,0.0021051557,0.010388739,0.012469626,0.92978626],"study_design_scores_gemma":[0.000009300178,0.00018602645,0.0015073806,0.014769508,0.00028055022,0.001274229,0.00024118744,0.0010250406,0.0020981294,0.005233249,0.973293,0.0000823703],"about_ca_topic_score_codex":0.0019890137,"about_ca_topic_score_gemma":0.0020601607,"teacher_disagreement_score":0.004233738,"about_ca_system_score_codex":0.00054417487,"about_ca_system_score_gemma":0.0018877094,"threshold_uncertainty_score":0.013832986},"labels":[],"label_agreement":null},{"id":"W11995858","doi":"","title":"Wind-Induced Pressures in Air Permeable, Double-Layer Roof Systems in Regions of Separated Flow","year":2014,"lang":"en","type":"article","venue":"Texas Heart Institute Journal","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Flow (mathematics); Environmental science; Meteorology; Geology; Atmospheric sciences; Mechanics; Engineering; Geography; Physics; Structural engineering","score_opus":0.0326793836603183,"score_gpt":0.2672908966929155,"score_spread":0.2346115130325972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W11995858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99929595,0.000018158931,0.00015260302,0.000013192496,0.0000040399905,0.000005347934,0.000105588246,0.0000144859305,0.0003905864],"genre_scores_gemma":[0.99963474,0.000017156111,0.00009672006,0.0000027999583,0.0000019964975,0.000005566975,0.00011027043,0.0000029024502,0.00012772762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998841,0.00001147828,0.0000072869225,0.00003061853,0.000019911964,0.000046616315],"domain_scores_gemma":[0.9997857,0.00007506165,0.00002974412,0.000015413543,0.00004521647,0.000048883063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013361863,0.00019083827,0.00042506185,0.0003243208,0.00069269515,0.0010392882,0.000286451,0.00048883236,0.0014376712],"category_scores_gemma":[0.0005459847,0.00023400124,0.00026061246,0.00036691717,0.00049734267,0.0006711668,0.0005373811,0.00048704862,0.00026473813],"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":[0.004593169,0.001851213,0.3518678,0.00043106137,0.00029553834,0.0031184827,0.0035950858,0.19926707,0.37746134,0.0028356896,0.0036395667,0.05104397],"study_design_scores_gemma":[0.00021425978,0.0010632703,0.77914256,0.00004985237,0.00007481486,0.00024944093,0.0042120623,0.19035183,0.02289595,0.00072950625,0.00093393493,0.00008251687],"about_ca_topic_score_codex":0.009755059,"about_ca_topic_score_gemma":0.006636062,"teacher_disagreement_score":0.009755059,"about_ca_system_score_codex":0.00039701042,"about_ca_system_score_gemma":0.0004484793,"threshold_uncertainty_score":0.019396544},"labels":[],"label_agreement":null},{"id":"W140262983","doi":"10.1007/978-94-007-1359-8_16","title":"The Canadian Urban Dispersion Modeling (CUDM) System: Prototype Evaluation over Vancouver 2010","year":2011,"lang":"en","type":"book-chapter","venue":"NATO science for peace and security series. C, Environmental security","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Defence Research and Development Canada; University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Turbulence; Meteorology; Environmental science; Scale (ratio); Cascade; Summit; Dispersion (optics); Computational fluid dynamics; Scale model; Flow (mathematics); Geography; Aerospace engineering; Engineering; Mechanics; Cartography; Physics","score_opus":0.014165738553327136,"score_gpt":0.21179765100675052,"score_spread":0.19763191245342338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W140262983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84729767,0.0006959514,0.040266383,0.0018697896,0.00025072845,0.0010698885,0.026824417,0.016303875,0.0654212],"genre_scores_gemma":[0.88711673,0.00082747167,0.05610889,0.0002491905,0.000025608377,0.0003329828,0.023065874,0.0013336999,0.030939652],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996178,0.00007254052,0.000013122887,0.00006644502,0.00018711755,0.000042934753],"domain_scores_gemma":[0.9992021,0.00009443865,0.000013420742,0.00004262663,0.0005412096,0.00010618509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076305046,0.0010038605,0.00042477323,0.0004944029,0.0020106053,0.0013667048,0.0017522142,0.0004817822,0.0038192915],"category_scores_gemma":[0.0016503008,0.0003817977,0.0002927531,0.0012803223,0.0003447669,0.0006227066,0.0007088847,0.0007272006,0.00095587893],"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":[0.0015911667,0.0014142097,0.07502281,0.00043734384,0.0003542634,0.00036199694,0.0014961667,0.38622513,0.009601079,0.0042307503,0.13494164,0.3843235],"study_design_scores_gemma":[0.0004662364,0.00027898507,0.037629105,0.000056315406,0.00014948653,0.00006322111,0.0009868894,0.90507156,0.0063974825,0.0007031515,0.04806485,0.00013269806],"about_ca_topic_score_codex":0.9715144,"about_ca_topic_score_gemma":0.9791905,"teacher_disagreement_score":0.028485596,"about_ca_system_score_codex":0.007015462,"about_ca_system_score_gemma":0.00983012,"threshold_uncertainty_score":0.057306647},"labels":[],"label_agreement":null},{"id":"W141685286","doi":"10.1023/a:1021392914279","title":"Physical Modelling of Urban Roughness using Arrays of Regular Roughness Elements","year":2002,"lang":"en","type":"article","venue":"Water Air and Soil Pollution Focus","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"George Mason University","keywords":"Turbulence; Boundary layer; Planetary boundary layer; Obstacle; Aerodynamics; Turbulence kinetic energy; Cube (algebra); Scaling; Mechanics; Flume; Scale (ratio); Flow (mathematics); Physics; Meteorology; Geometry; Mathematics; Geography","score_opus":0.02180973097284012,"score_gpt":0.21247829344435284,"score_spread":0.19066856247151273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W141685286","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":[0.287987,0.00023970699,0.705085,0.00015572362,0.000087196066,0.000043024833,0.00019701409,0.00072944065,0.0054759285],"genre_scores_gemma":[0.9563306,0.0001622164,0.041404568,0.000023182118,0.000030444258,0.000034946348,0.00010469133,0.000055503027,0.0018538658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997743,0.00006958798,0.000015625903,0.000049707152,0.00005236331,0.000038556085],"domain_scores_gemma":[0.9994591,0.00026920947,0.000073165225,0.00008579845,0.0000840033,0.00002875566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023009282,0.00044528168,0.0005090626,0.00034828653,0.00026559772,0.0007096633,0.00078215613,0.00094084843,0.00082138117],"category_scores_gemma":[0.0012285438,0.00045707775,0.00060241955,0.00052821345,0.0005631069,0.00093105657,0.00046547037,0.00051675696,0.00021802534],"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":[0.000013305328,0.00001415085,0.0003915794,0.000007739716,0.0000069530515,0.000021128064,0.000018403198,0.99477565,0.0014515028,0.0008133385,0.000070074944,0.002416203],"study_design_scores_gemma":[0.0000019360184,0.0000065011927,0.0001530093,8.035335e-7,0.0000016638824,0.0000063715465,0.0000050302187,0.99923503,0.00021853161,0.00029142704,0.00007579973,0.000003810779],"about_ca_topic_score_codex":0.0053541823,"about_ca_topic_score_gemma":0.0038758162,"teacher_disagreement_score":0.0053541823,"about_ca_system_score_codex":0.00032043603,"about_ca_system_score_gemma":0.00030064472,"threshold_uncertainty_score":0.010646045},"labels":[],"label_agreement":null},{"id":"W145260402","doi":"10.1007/978-94-017-1998-8_7","title":"Mixing in a Cross-Jet Enhanced by a Coaxial Annular Synthetic Jet","year":2002,"lang":"en","type":"book-chapter","venue":"Fluid mechanics and its applications","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Laminar flow; Mechanics; Turbulence; Reynolds number; Jet (fluid); Vortex; Flow visualization; Mixing (physics); Physics; Amplitude; Synthetic jet; Coaxial; Wind tunnel; Meteorology; Flow (mathematics); Optics; Engineering; Mechanical engineering; Electrical engineering","score_opus":0.010785677378963061,"score_gpt":0.22056701617161498,"score_spread":0.20978133879265193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W145260402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94864285,0.00072110555,0.040760938,0.00014703364,0.00011997915,0.000022870137,0.000037075548,0.00017244635,0.009375718],"genre_scores_gemma":[0.9913796,0.000164166,0.004874424,0.000020118558,0.00003910811,0.000006318648,0.00002033293,0.00002211092,0.0034738784],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999199,0.000018106371,0.0000047528624,0.000016899927,0.000027324555,0.000013003787],"domain_scores_gemma":[0.99987435,0.00004556572,0.00002566173,0.0000098380515,0.000023848728,0.000020735299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022695614,0.00032664934,0.00042583057,0.0003074674,0.00040289637,0.00063895754,0.00025358782,0.00039710163,0.00089503557],"category_scores_gemma":[0.00030797996,0.0001887422,0.00028265183,0.0002501803,0.00041316403,0.00058373314,0.00056096277,0.00028168526,0.00012904538],"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":[0.001111501,0.000154506,0.0016706384,0.00009166976,0.00003432309,0.0010450182,0.00020516345,0.035835672,0.9290182,0.015123066,0.00029794907,0.015412285],"study_design_scores_gemma":[0.00014878483,0.0006605149,0.0061950125,0.000013711335,0.00005735548,0.0008679855,0.00010422846,0.558425,0.42691672,0.003672477,0.0028750116,0.00006315075],"about_ca_topic_score_codex":0.00045149802,"about_ca_topic_score_gemma":0.00020225167,"teacher_disagreement_score":0.00089503557,"about_ca_system_score_codex":0.00017547666,"about_ca_system_score_gemma":0.0001480975,"threshold_uncertainty_score":0.0029941797},"labels":[],"label_agreement":null},{"id":"W148325628","doi":"10.1007/978-4-431-54337-4_9","title":"Understanding Wind Codes and Standards: Fundamentals Behind Their Provisions","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Roof; Wind engineering; Terrain; Wind tunnel; Marine engineering; Building code; Computational fluid dynamics; Engineering; Current (fluid); Meteorology; Structural engineering; Civil engineering; Computer science; Aerospace engineering; Geography; Cartography; Electrical engineering","score_opus":0.05727475373078411,"score_gpt":0.23898372343809046,"score_spread":0.18170896970730635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W148325628","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040243315,0.009054508,0.22317131,0.010316657,0.0015143569,0.00009626532,0.00030406535,0.00020570157,0.75131273],"genre_scores_gemma":[0.19202091,0.022921752,0.19635296,0.004581122,0.0018797569,0.00051692774,0.0008558487,0.0007958249,0.5800749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906284,0.00024525792,0.000057050198,0.00013995552,0.000415515,0.00007935242],"domain_scores_gemma":[0.9987978,0.0006906876,0.00006814976,0.00015859958,0.0002490733,0.000035745143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014475927,0.00060726685,0.00034448894,0.0015887069,0.0016056922,0.0054660463,0.0012901059,0.002423391,0.013608912],"category_scores_gemma":[0.004009381,0.00060476817,0.00043649558,0.0020730677,0.0062582255,0.0101338215,0.0014827338,0.005218318,0.0040761167],"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":[7.1616444e-7,0.0000031805118,0.000016821155,0.000008663586,4.2257088e-7,0.000007226923,0.0002016298,0.00018262003,0.00005073855,0.98909074,0.0033522418,0.007085119],"study_design_scores_gemma":[0.0000010873463,0.0000030602152,0.000095914795,0.00009047688,0.0000014696509,0.0000319197,0.0002499198,0.0005418579,0.00014515611,0.8333581,0.16547489,0.000006133844],"about_ca_topic_score_codex":0.005985778,"about_ca_topic_score_gemma":0.0066163014,"teacher_disagreement_score":0.013608912,"about_ca_system_score_codex":0.0021058705,"about_ca_system_score_gemma":0.002352297,"threshold_uncertainty_score":0.045526326},"labels":[],"label_agreement":null},{"id":"W1486075373","doi":"10.1023/a:1002785830512","title":"Modelling The Mean Velocity Profile In The Urban Canopy Layer","year":2000,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":337,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Canopy; Scale (ratio); Logarithm; Wind speed; Turbulence; Meteorology; Shear velocity; Tree canopy; Length scale; Mechanics; Mathematics; Environmental science; Physics; Mathematical analysis; Geography","score_opus":0.022026017617200588,"score_gpt":0.23506919666856257,"score_spread":0.213043179051362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486075373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96725345,0.00018490807,0.029011609,0.000113491,0.00002941483,0.000019205616,0.00017789187,0.00014273252,0.0030674029],"genre_scores_gemma":[0.99729925,0.000055283526,0.0019307149,0.000006567733,0.000006401437,0.0000057675634,0.0000616984,0.000017352553,0.0006169288],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999157,0.000021860595,0.0000035396333,0.000017187975,0.000010739007,0.00003092104],"domain_scores_gemma":[0.9997166,0.00016467704,0.000028692686,0.000013706025,0.00004257787,0.000033721786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028194804,0.00038409705,0.00043881583,0.00029082914,0.00045037526,0.00089559174,0.00061393925,0.00102842,0.00076540496],"category_scores_gemma":[0.0009957113,0.00042563217,0.00041322826,0.00043050208,0.00039887035,0.0008302468,0.00028718874,0.0004900666,0.00012910705],"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":[0.000056410947,0.000024276396,0.0033810132,0.000013371622,0.000010648929,0.000040325198,0.000035895027,0.9915304,0.0017103456,0.0010446452,0.00011739685,0.0020352525],"study_design_scores_gemma":[0.0000063511293,0.000005704904,0.0010003448,0.000001656423,0.000002529943,0.0000029046964,0.000011639447,0.9985459,0.0002071163,0.00016170263,0.00005034515,0.0000038295293],"about_ca_topic_score_codex":0.065849625,"about_ca_topic_score_gemma":0.03552446,"teacher_disagreement_score":0.065849625,"about_ca_system_score_codex":0.000907545,"about_ca_system_score_gemma":0.0009425495,"threshold_uncertainty_score":0.13093269},"labels":[],"label_agreement":null},{"id":"W1488795903","doi":"10.1029/2012gm001269","title":"Estimating Surface-Air Gas Fluxes by Inverse Dispersion Using a Backward Lagrangian Stochastic Trajectory Model","year":2013,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Dispersion (optics); Inverse; Trajectory; Lagrangian; Mechanics; Surface (topology); Flow (mathematics); Physics; Meteorology; Mathematics; Applied mathematics; Geometry; Optics","score_opus":0.01402945042832826,"score_gpt":0.2053496793286907,"score_spread":0.19132022890036243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488795903","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":[0.020575209,0.00032433384,0.9761479,0.00010419596,0.000046829286,0.000015820668,0.00021357575,0.0004997731,0.0020725008],"genre_scores_gemma":[0.35224202,0.0012385994,0.631232,0.00006666445,0.00012140179,0.00011134846,0.0017386646,0.00031279927,0.012936392],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990404,0.000019069272,0.000006176956,0.000028025015,0.0000355848,0.000006981156],"domain_scores_gemma":[0.9998512,0.00008261277,0.000019098074,0.000012825436,0.000028686562,0.000005546504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031631807,0.0006176744,0.00051131466,0.0004531905,0.00027984547,0.00078121416,0.0005800019,0.0005805195,0.0011033455],"category_scores_gemma":[0.00093997427,0.00060539733,0.0008311745,0.00068681786,0.00026935354,0.00086269656,0.00056809676,0.0007587976,0.0005395321],"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":[0.000018548819,0.000013747749,0.0013389295,0.00004299822,0.000038828395,0.000027522507,0.00003108064,0.9235215,0.0029979746,0.0057530245,0.00075488305,0.06546092],"study_design_scores_gemma":[0.0000010115917,0.0000027963674,0.00018486599,0.0000035611492,0.000002362308,0.0000053123194,0.000002315084,0.99767023,0.00032376402,0.0013555611,0.00044477495,0.0000034186805],"about_ca_topic_score_codex":0.019327693,"about_ca_topic_score_gemma":0.015616571,"teacher_disagreement_score":0.019327693,"about_ca_system_score_codex":0.0005739686,"about_ca_system_score_gemma":0.0007229532,"threshold_uncertainty_score":0.038430393},"labels":[],"label_agreement":null},{"id":"W1489269437","doi":"10.5772/19084","title":"Simulating Odour Dispersion about Natural Windbreaks","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Annoyance; Odor; Psychology; Population; Affect (linguistics); Geography; Social psychology; Audiology; Communication; Environmental health; Medicine; Neuroscience","score_opus":0.021543315352538468,"score_gpt":0.22156145070668687,"score_spread":0.2000181353541484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489269437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94874865,0.000289338,0.02968006,0.00018879672,0.00014361499,0.00009184542,0.0012189888,0.0003679871,0.019270722],"genre_scores_gemma":[0.9869348,0.000159723,0.0072604585,0.000036166915,0.000021378404,0.000043952867,0.0006658426,0.000048360325,0.0048292973],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993026,0.000013641308,0.0000031941079,0.000014946896,0.000018016917,0.00001989284],"domain_scores_gemma":[0.9996526,0.00023426964,0.000022371492,0.000017810224,0.0000342756,0.000038585156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017812739,0.00053021533,0.00043360054,0.00031013024,0.0004397046,0.0007730106,0.00084356504,0.0012454257,0.0027295582],"category_scores_gemma":[0.00071379985,0.0003121774,0.0007257914,0.00036641155,0.0004314312,0.00056440814,0.00064428314,0.0008437089,0.0002270689],"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":[0.000058643964,0.000059453112,0.0010500374,0.000029160783,0.000012435908,0.00006015003,0.000033210395,0.9937856,0.0019698977,0.00046916914,0.0002452045,0.0022269336],"study_design_scores_gemma":[0.000022939677,0.00003629295,0.00067633315,0.000004765905,0.000003869882,0.000010630831,0.000028364811,0.9982768,0.0004058101,0.00030441,0.00022526523,0.000004494428],"about_ca_topic_score_codex":0.026322385,"about_ca_topic_score_gemma":0.018222068,"teacher_disagreement_score":0.026322385,"about_ca_system_score_codex":0.00066837866,"about_ca_system_score_gemma":0.0005176722,"threshold_uncertainty_score":0.05233836},"labels":[],"label_agreement":null},{"id":"W1492152512","doi":"10.1029/2012gl051689","title":"Joint horizontal‐vertical anisotropic scaling, isobaric and isoheight wind statistics from aircraft data","year":2012,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Scaling; Physics; Transverse plane; Horizontal and vertical; Spectral line; Isobaric process; Turbulence; Isobar; Stratification (seeds); Meteorology; Statistical physics; Geodesy; Geology; Geometry; Mathematics; Thermodynamics; Nuclear physics; Quantum mechanics","score_opus":0.05373869356190511,"score_gpt":0.3030447486705874,"score_spread":0.24930605510868228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492152512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974496,0.000019746756,0.0012068045,0.000008258369,0.0000027408532,0.000004471281,0.00034378708,0.000031653817,0.0009329345],"genre_scores_gemma":[0.9991819,0.000010285202,0.00035434408,0.0000010072565,0.0000019611389,0.0000028075892,0.00039316106,0.0000041133135,0.000050435912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998715,0.000018663484,0.000014132424,0.000026476144,0.00004688207,0.000022375067],"domain_scores_gemma":[0.9995177,0.000087322085,0.00012264343,0.00007715118,0.00013478869,0.000060472164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029463193,0.00016748546,0.000114704,0.0010038777,0.00016259495,0.00037483545,0.000104686136,0.00008982698,0.0005318416],"category_scores_gemma":[0.0011875882,0.000083271574,0.00016442924,0.00068632775,0.00018686414,0.00031353094,0.00025433724,0.0001527647,0.00016581902],"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":[0.00013509515,0.00005148812,0.93302876,0.000028254144,0.000053984822,0.00011523123,0.00031408286,0.012671986,0.0230215,0.0012816805,0.000629283,0.028668528],"study_design_scores_gemma":[0.0000049718274,0.000028980963,0.98086995,0.000003098061,0.00000985785,0.00004449292,0.00006156711,0.016770441,0.0016247331,0.00025754102,0.00031519457,0.000009017923],"about_ca_topic_score_codex":0.0038826559,"about_ca_topic_score_gemma":0.0045033903,"teacher_disagreement_score":0.0038826559,"about_ca_system_score_codex":0.00013412976,"about_ca_system_score_gemma":0.00012474207,"threshold_uncertainty_score":0.007720113},"labels":[],"label_agreement":null},{"id":"W1501947502","doi":"","title":"CFD Analysis of the Effect on Buoyancy Due to Terrain Temperature Based from an Integrated DEM and Landsat Infrared Imagery","year":2008,"lang":"en","type":"article","venue":"Revistas académicas Universidad EAFIT (Universidad EAFIT)","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":"University of Alberta","funders":"","keywords":"Terrain; Remote sensing; Buoyancy; Infrared; Geology; Environmental science; Computational fluid dynamics; Engineering; Geography; Mechanics; Aerospace engineering; Cartography; Optics; Physics","score_opus":0.005504439423344031,"score_gpt":0.20872739133932788,"score_spread":0.20322295191598386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501947502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988176,0.00008356432,0.0088062845,0.0000393639,0.0000264651,0.000020156449,0.0007076008,0.0002809349,0.0018596895],"genre_scores_gemma":[0.99567187,0.00004403073,0.0033128296,0.0000025933389,0.00000430388,0.000008635441,0.00041423424,0.000019398896,0.0005221658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999279,0.000006987057,0.000004521882,0.000016879478,0.000027046637,0.00001668852],"domain_scores_gemma":[0.9998136,0.00007950443,0.000018387147,0.000016172358,0.000058378253,0.000013977588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013225456,0.00029868484,0.00021624034,0.0006486254,0.00020448974,0.00031665238,0.00013745212,0.0001699121,0.0010359924],"category_scores_gemma":[0.00064974435,0.00014386342,0.00027567518,0.00047416385,0.00018330573,0.00018175018,0.00012869958,0.00019313801,0.00014039334],"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":[0.0006782518,0.00025848186,0.2248309,0.00033865485,0.00010576193,0.0006890082,0.00045498644,0.5063169,0.13856557,0.0012441709,0.0017755536,0.124741755],"study_design_scores_gemma":[0.000018183042,0.000049682487,0.21066079,0.000013019905,0.00003286168,0.000074147305,0.00012921015,0.76693344,0.02076645,0.00013856226,0.0011539271,0.000029760682],"about_ca_topic_score_codex":0.05000894,"about_ca_topic_score_gemma":0.050187707,"teacher_disagreement_score":0.05000894,"about_ca_system_score_codex":0.0004742203,"about_ca_system_score_gemma":0.00035294532,"threshold_uncertainty_score":0.09943575},"labels":[],"label_agreement":null},{"id":"W1512555394","doi":"10.1029/2012gm001235","title":"“Rogue Velocities” in a Lagrangian Stochastic Model for Idealized Inhomogeneous Turbulence","year":2013,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Lagrangian; Statistical physics; Physics; Stochastic modelling; Mechanics; Classical mechanics; Geology; Mathematics; Mathematical physics; Statistics","score_opus":0.013984390444605043,"score_gpt":0.2096182225351731,"score_spread":0.19563383209056806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512555394","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":[0.018421814,0.0013487668,0.95216036,0.0009440025,0.0005383778,0.000033658718,0.00014057047,0.00022686263,0.026185649],"genre_scores_gemma":[0.66916823,0.0033137046,0.21420456,0.000945273,0.0013891393,0.00022702914,0.00058357255,0.0005946536,0.109573804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997068,0.00011285577,0.000013206268,0.00005074448,0.000090757174,0.000025527],"domain_scores_gemma":[0.99977237,0.000093233815,0.000037108635,0.000027190403,0.0000457209,0.000024388433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006960462,0.00066785177,0.0005541098,0.00050038664,0.00035480622,0.0013371463,0.0012433276,0.0010817694,0.0018019566],"category_scores_gemma":[0.0011464974,0.0004593274,0.0009703379,0.00045522477,0.0015575977,0.001988639,0.0012580593,0.0016355508,0.00041628888],"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":[0.000019981733,0.000020410904,0.0001679808,0.0000413919,0.000019329005,0.00006120414,0.00008208496,0.29476336,0.0012631658,0.6936999,0.0027742884,0.007087002],"study_design_scores_gemma":[0.0000036948998,0.000015034364,0.00008470072,0.000008439644,0.0000037559253,0.000021929534,0.00000960495,0.89771444,0.00021774581,0.098726496,0.003180081,0.000014020025],"about_ca_topic_score_codex":0.0023478174,"about_ca_topic_score_gemma":0.0020985275,"teacher_disagreement_score":0.0023478174,"about_ca_system_score_codex":0.0008233744,"about_ca_system_score_gemma":0.00066017243,"threshold_uncertainty_score":0.0060281754},"labels":[],"label_agreement":null},{"id":"W1543917631","doi":"10.1002/9781118723098.ch9","title":"STOCHASTIC MODELING APPROACHES","year":2013,"lang":"en","type":"other","venue":"","topic":"Wind and Air Flow Studies","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":"University of Calgary","funders":"","keywords":"Randomness; Stochastic modelling; Pseudorandom number generator; Lagrangian; Stochastic process; Stochastic programming; Gaussian; Computer science; Statistical physics; Applied mathematics; Mathematical optimization; Algorithm; Mathematics; Physics; Statistics","score_opus":0.03663385238679241,"score_gpt":0.20154570684120685,"score_spread":0.16491185445441442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543917631","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":[0.0012345752,0.0058023077,0.9199986,0.0041463627,0.0007686142,0.00013924229,0.0006369235,0.00039680587,0.06687657],"genre_scores_gemma":[0.20232137,0.035819292,0.63937765,0.0036601971,0.004088759,0.0014049038,0.0026727547,0.0010266368,0.10962849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99666107,0.0011919348,0.00023894747,0.0005378379,0.0011987605,0.00017149054],"domain_scores_gemma":[0.996434,0.0019853225,0.00026854314,0.0004895095,0.0006880844,0.00013449362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035324893,0.0020196144,0.0014835049,0.0024686756,0.0010939477,0.0045950306,0.0032088323,0.0024503411,0.016223408],"category_scores_gemma":[0.0075220703,0.0005937916,0.002120649,0.0020777232,0.0022650536,0.0038064318,0.003129967,0.0033699917,0.005274827],"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":[0.0000044273866,0.000018150466,0.00023356602,0.0001343473,0.000042740878,0.000059484206,0.000088218425,0.029548943,0.00011007749,0.94137406,0.0077941185,0.020591822],"study_design_scores_gemma":[0.000008225757,0.000017188348,0.0001244944,0.00015733381,0.000027554477,0.00011489609,0.00010031187,0.09042246,0.00017966543,0.7818641,0.12695709,0.000026746631],"about_ca_topic_score_codex":0.0060552056,"about_ca_topic_score_gemma":0.00370988,"teacher_disagreement_score":0.016223408,"about_ca_system_score_codex":0.0032603135,"about_ca_system_score_gemma":0.003484252,"threshold_uncertainty_score":0.05427271},"labels":[],"label_agreement":null},{"id":"W1544168695","doi":"","title":"Cooling-tower noise control for the niagara falls casino","year":2009,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Noise control; Silencer; Engineering; Cooling tower; Noise (video); Tower; Structural engineering; Attenuation; Marine engineering; Environmental science; Water cooling; Acoustics; Mechanical engineering; Noise reduction; Inlet; Computer science","score_opus":0.008433878368493004,"score_gpt":0.2082799668147928,"score_spread":0.1998460884462998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544168695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82445276,0.00071770133,0.06484529,0.0007460739,0.00041635628,0.0010281181,0.0010721944,0.0039153975,0.10280622],"genre_scores_gemma":[0.9055949,0.00035829912,0.033202253,0.00013524304,0.00006829454,0.00023593399,0.00064737495,0.00016732409,0.0595904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958676,0.000030737752,0.000011256281,0.00010134239,0.00020126451,0.000068755435],"domain_scores_gemma":[0.99944156,0.000037627393,0.00002199937,0.000028066712,0.00038805933,0.000082611376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031345442,0.0007091302,0.00036364573,0.0005430122,0.0030625765,0.00061744684,0.0010814613,0.00040783797,0.008773397],"category_scores_gemma":[0.00073169096,0.00021969412,0.00024175247,0.00045726233,0.00038832682,0.00028605686,0.00036643146,0.00038444472,0.0013929317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023939572,0.00045553118,0.038690653,0.00066639273,0.000051688716,0.0019511306,0.0029977253,0.02169631,0.5259903,0.003188987,0.025345646,0.37657166],"study_design_scores_gemma":[0.0006587907,0.004675865,0.24046873,0.00025175491,0.00043928283,0.0021834115,0.0030313001,0.07456868,0.30598778,0.00070170825,0.3665975,0.00043521426],"about_ca_topic_score_codex":0.3070924,"about_ca_topic_score_gemma":0.6083537,"teacher_disagreement_score":0.6929076,"about_ca_system_score_codex":0.00321182,"about_ca_system_score_gemma":0.004394017,"threshold_uncertainty_score":0.6106098},"labels":[],"label_agreement":null},{"id":"W1559647828","doi":"","title":"Scale Modeling of Contaminant Dispersion Indoors","year":2002,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; U.S. Department of Energy","keywords":"National laboratory; Engineering research; Engineering; Environmental science; Research council; Scale (ratio); Civil engineering; Engineering physics; Geography; Telecommunications","score_opus":0.00946427181771288,"score_gpt":0.14944183462566069,"score_spread":0.13997756280794782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559647828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56569797,0.0015438779,0.331147,0.0015759986,0.00046991635,0.00021543248,0.004269057,0.0027430572,0.0923377],"genre_scores_gemma":[0.9699884,0.00039133307,0.012258292,0.00005131147,0.000058762496,0.00007963185,0.0007942203,0.00018705608,0.016191058],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985933,0.000023181745,0.000005222869,0.000044268985,0.000043156568,0.00002481608],"domain_scores_gemma":[0.99971765,0.000097232696,0.00002763652,0.000048248938,0.00007225817,0.000036980553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018967074,0.00059947016,0.0009289374,0.00030620335,0.0004915255,0.00092135597,0.0013118553,0.0012678583,0.0057205562],"category_scores_gemma":[0.0006409972,0.00043034658,0.0007540416,0.0005543058,0.0003584228,0.0010504229,0.00081105635,0.0008083023,0.0012715334],"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":[0.000020257563,0.000045390738,0.0007221645,0.00002200614,0.000015254419,0.00004718837,0.000015564901,0.9903799,0.0021104268,0.0017195881,0.000858414,0.004043777],"study_design_scores_gemma":[0.0000061242404,0.000010581496,0.0003269138,0.0000013798326,0.0000040113605,0.000005052549,0.000007535567,0.99838305,0.00034164215,0.0004760434,0.0004330076,0.000004729816],"about_ca_topic_score_codex":0.041281365,"about_ca_topic_score_gemma":0.02059456,"teacher_disagreement_score":0.041281365,"about_ca_system_score_codex":0.0009827234,"about_ca_system_score_gemma":0.00083664857,"threshold_uncertainty_score":0.08208215},"labels":[],"label_agreement":null},{"id":"W1561503807","doi":"10.5772/7096","title":"Applications of CFD in Natural Gas Processing and Transportation","year":2010,"lang":"en","type":"book-chapter","venue":"InTech eBooks","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":"Memorial University of Newfoundland","funders":"Natural Resources Canada; Atlantic Canada Opportunities Agency","keywords":"Computational fluid dynamics; Natural gas; Fluent; Computer science; Software package; Software; Mechanical engineering; Engineering; Aerospace engineering; Waste management; Programming language","score_opus":0.007506949845250693,"score_gpt":0.2176564368387308,"score_spread":0.2101494869934801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561503807","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":[0.009221245,0.07279365,0.6442823,0.0020286785,0.0014893955,0.00019419026,0.00039070367,0.0014395524,0.26816034],"genre_scores_gemma":[0.15712188,0.18294597,0.5111305,0.00090124086,0.0010838627,0.00032387566,0.0011757076,0.0005601367,0.14475678],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963367,0.000060119313,0.00001818913,0.000056866105,0.00020755459,0.00002353581],"domain_scores_gemma":[0.99976665,0.00014648432,0.0000057610932,0.000018319613,0.000053578544,0.000009176118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031214557,0.00062366464,0.00058077107,0.0009131256,0.00068449025,0.0011050112,0.0006168954,0.0011631615,0.0077263094],"category_scores_gemma":[0.00071301317,0.0003476221,0.000654188,0.0014525751,0.0007342625,0.0010404988,0.0009697672,0.0009120322,0.0023635456],"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":[0.00006241811,0.000085287706,0.0006715221,0.0015500173,0.00003948919,0.0006673589,0.00044548465,0.16056548,0.01809717,0.24319378,0.03983362,0.5347884],"study_design_scores_gemma":[0.000023152674,0.00007168223,0.00096362276,0.00076401245,0.000023784281,0.0010776013,0.00019369491,0.11725974,0.013540817,0.10409883,0.76189744,0.00008556428],"about_ca_topic_score_codex":0.0027852366,"about_ca_topic_score_gemma":0.002390208,"teacher_disagreement_score":0.0077263094,"about_ca_system_score_codex":0.00077201717,"about_ca_system_score_gemma":0.0009901054,"threshold_uncertainty_score":0.025847077},"labels":[],"label_agreement":null},{"id":"W1590751632","doi":"","title":"A neural network based wake model for small wind turbine siting near obstacles","year":2010,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Centres of Excellence","keywords":"Wake; Turbine; Artificial neural network; Computer science; Wind power; Environmental science; Marine engineering; Meteorology; Engineering; Aerospace engineering; Geography; Artificial intelligence; Electrical engineering","score_opus":0.01816602793865999,"score_gpt":0.1948859503460182,"score_spread":0.1767199224073582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590751632","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":[0.33443108,0.0005525761,0.6501629,0.000495946,0.00032424214,0.0000966335,0.00023857097,0.0005402892,0.013157901],"genre_scores_gemma":[0.98719656,0.00009992238,0.00698421,0.00003900308,0.000028090428,0.00004794538,0.000080355916,0.000022002512,0.0055019716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999479,0.000009495866,0.0000032633634,0.000014801478,0.000012880391,0.0000117473855],"domain_scores_gemma":[0.99985206,0.00006305373,0.000018928227,0.0000062697163,0.00004377838,0.000015886839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018246436,0.00036633504,0.0004913459,0.00022595773,0.0003865064,0.00036190197,0.00064090214,0.0008875934,0.0015249171],"category_scores_gemma":[0.0005050407,0.00038630734,0.00035625277,0.00022684515,0.00035713013,0.00059129315,0.0003816574,0.0005791178,0.00020684981],"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":[0.000019295689,0.000017616221,0.00022421559,0.000007818239,0.000004977743,0.00002467921,0.0000063801112,0.99533904,0.00066462706,0.00026692208,0.000119455355,0.003305027],"study_design_scores_gemma":[0.0000011949379,0.0000043976856,0.000052090385,3.855716e-7,8.0189915e-7,9.871056e-7,8.4918634e-7,0.9998385,0.000030946707,0.00005362529,0.000015398622,8.421746e-7],"about_ca_topic_score_codex":0.013091321,"about_ca_topic_score_gemma":0.015086218,"teacher_disagreement_score":0.013091321,"about_ca_system_score_codex":0.00040003177,"about_ca_system_score_gemma":0.00047591285,"threshold_uncertainty_score":0.026030242},"labels":[],"label_agreement":null},{"id":"W1601500055","doi":"","title":"Simulation d’un système de stockage saisonnier de glace pour la climatisation d’un bâtiment commercial ou institutionnel","year":2012,"lang":"fr","type":"article","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Political science; Environmental science; Art","score_opus":0.017889818012840075,"score_gpt":0.2656816126642534,"score_spread":0.24779179465141332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601500055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80807304,0.00032688724,0.16505902,0.00043779783,0.00011529432,0.00020068913,0.0018243797,0.0014874738,0.022475408],"genre_scores_gemma":[0.9720204,0.00021600799,0.0196075,0.000040270814,0.000006913455,0.000103110775,0.0006002082,0.00007359211,0.0073319124],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984086,0.000027345646,0.0000074473983,0.0000359278,0.00004894715,0.00003948396],"domain_scores_gemma":[0.99966,0.00017472744,0.000029227018,0.000024435347,0.00008208905,0.000029490315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421486,0.0005282314,0.000497528,0.0002851254,0.00051490235,0.0011018293,0.000663494,0.0007558215,0.0062124603],"category_scores_gemma":[0.00077504164,0.00026336283,0.00077061437,0.00039026144,0.00045222745,0.000604976,0.00051764806,0.0007766977,0.00044382538],"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":[0.000077723394,0.000027380258,0.0024232017,0.00010138173,0.00001890531,0.000092784394,0.000095766656,0.9823239,0.007863643,0.0011990537,0.00036291702,0.005413317],"study_design_scores_gemma":[0.000019754396,0.000086651446,0.002042946,0.000010857042,0.0000115565,0.000015681446,0.00008744323,0.99016374,0.005209174,0.00031848918,0.0020194252,0.000014336613],"about_ca_topic_score_codex":0.074356005,"about_ca_topic_score_gemma":0.0581587,"teacher_disagreement_score":0.074356005,"about_ca_system_score_codex":0.001170831,"about_ca_system_score_gemma":0.0020698821,"threshold_uncertainty_score":0.14784646},"labels":[],"label_agreement":null},{"id":"W1624436322","doi":"10.1080/10789669.2011.591258","title":"Simultaneous solutions of coupled thermal airflow problem for natural ventilation in buildings","year":2012,"lang":"en","type":"article","venue":"HVAC&R Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Airflow; Jacobian matrix and determinant; Buoyancy; Natural ventilation; Thermal; Computational fluid dynamics; Mechanics; Ventilation (architecture); Environmental science; Computer science; Engineering; Mechanical engineering; Meteorology; Mathematics; Applied mathematics; Physics","score_opus":0.048654713414231256,"score_gpt":0.33388543644138485,"score_spread":0.2852307230271536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1624436322","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":[0.06673624,0.0007146911,0.9229721,0.0002889768,0.00012477892,0.00010782035,0.00005932724,0.00018100026,0.008815085],"genre_scores_gemma":[0.784985,0.0006781092,0.20421126,0.000122083,0.00011680835,0.00036534076,0.00016710654,0.00012739278,0.009226974],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958116,0.00012263005,0.00002189592,0.00007199094,0.00014551141,0.00005681114],"domain_scores_gemma":[0.99943286,0.0003603213,0.00005758733,0.000025793877,0.00009078147,0.000032666463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006969081,0.0010957521,0.00084022176,0.0005210661,0.0005190411,0.00095148484,0.00074203213,0.0015318014,0.00248584],"category_scores_gemma":[0.0018124188,0.0005534234,0.0013232292,0.00030489106,0.0009027262,0.00080839166,0.0018284841,0.0010914078,0.00024479977],"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":[0.00009164314,0.000074796946,0.0015288948,0.00029231707,0.00006257242,0.0003607125,0.0002451242,0.9385104,0.009383393,0.020831581,0.0009231123,0.027695317],"study_design_scores_gemma":[0.000010554124,0.00002679723,0.00010931397,0.00000667471,0.0000063960297,0.000030018715,0.000023269184,0.99645495,0.0007417859,0.0020111564,0.00057259883,0.000006560433],"about_ca_topic_score_codex":0.00508775,"about_ca_topic_score_gemma":0.0040034293,"teacher_disagreement_score":0.00508775,"about_ca_system_score_codex":0.00034300494,"about_ca_system_score_gemma":0.0010668905,"threshold_uncertainty_score":0.010116279},"labels":[],"label_agreement":null},{"id":"W1643803314","doi":"10.1023/a:1020866908049","title":"Surface and Mixed-Layer Variance Methods to Estimate Regional Sensible Heat Flux at the Surface","year":2003,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Tsukuba; University of Waterloo; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Sensible heat; Anemometer; Eddy covariance; Wind speed; Convective Boundary Layer; Environmental science; Mixed layer; Surface layer; Meteorology; Turbulence; Isothermal process; Planetary boundary layer; Atmospheric sciences; Boundary layer; Heat flux; Roughness length; Mechanics; Wind profile power law; Layer (electronics); Materials science; Thermodynamics; Heat transfer; Geography; Physics","score_opus":0.028791273185278278,"score_gpt":0.31196851609756976,"score_spread":0.28317724291229146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1643803314","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":[0.08487546,0.0005098706,0.91270703,0.000050970215,0.00008552723,0.00002787966,0.0001919037,0.0006548361,0.0008966028],"genre_scores_gemma":[0.627252,0.00025821794,0.3686184,0.00006620306,0.00011693098,0.00014034702,0.00074857136,0.00031162123,0.0024877496],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961203,0.00015412873,0.000021144262,0.0000751463,0.00010406886,0.000033627795],"domain_scores_gemma":[0.9992473,0.00042309955,0.000046014688,0.000063596744,0.00019681569,0.00002323287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012610898,0.0005380859,0.0004990427,0.0007664848,0.0003271608,0.0006437534,0.0007557548,0.000400344,0.0007103335],"category_scores_gemma":[0.0032858334,0.0003517579,0.00084598793,0.0004896956,0.00019179507,0.0006770016,0.0005192625,0.00057635986,0.00022344406],"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":[0.0006106538,0.00022014578,0.03911684,0.0002496018,0.0012090479,0.00008341651,0.0002136754,0.37455806,0.034525685,0.014312821,0.0025828518,0.53231716],"study_design_scores_gemma":[0.000027148484,0.000032637236,0.004564805,0.0000060669304,0.00004870341,0.000015528112,0.000012300629,0.990085,0.0029724818,0.0017195949,0.00049854844,0.000017142105],"about_ca_topic_score_codex":0.0065119313,"about_ca_topic_score_gemma":0.008347644,"teacher_disagreement_score":0.0065119313,"about_ca_system_score_codex":0.00025784117,"about_ca_system_score_gemma":0.00063903857,"threshold_uncertainty_score":0.012948036},"labels":[],"label_agreement":null},{"id":"W1644268358","doi":"10.1109/coase.2015.7294280","title":"Using real-time sensing data for predicting future state of building fires","year":2015,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Data assimilation; SAFER; Firefighting; Computer science; Real-time computing; Kalman filter; Smoke; Big data; Environmental science; Meteorology; Data mining; Artificial intelligence; Computer security; Geography","score_opus":0.05837253327760507,"score_gpt":0.29526892840070046,"score_spread":0.2368963951230954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1644268358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51029545,0.0005131138,0.48344636,0.00021655299,0.00014337187,0.000037408456,0.00084630155,0.00086807105,0.0036332824],"genre_scores_gemma":[0.9498556,0.00030078206,0.04883563,0.0000153124,0.00002208062,0.000016031105,0.00044396403,0.000020491934,0.00049002457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988854,0.000020636537,0.00000831151,0.000027967046,0.000044357254,0.000010151854],"domain_scores_gemma":[0.99969435,0.00012275393,0.000052594238,0.0000604233,0.000056831173,0.000013134886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709748,0.00036078054,0.00020775529,0.00051883137,0.00018439243,0.0003899788,0.000410479,0.00044386747,0.00060344156],"category_scores_gemma":[0.0010083896,0.00017526395,0.00028036462,0.0003679982,0.00016891798,0.0009490625,0.0002245846,0.0004495474,0.00018920239],"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":[0.00026801956,0.00018539048,0.03802599,0.00019115799,0.00008700736,0.00020526806,0.0002054122,0.68983984,0.05212982,0.004064124,0.0010621939,0.21373577],"study_design_scores_gemma":[0.0000050969684,0.00004269337,0.009632016,0.000015397209,0.000018315091,0.000045538785,0.000053051794,0.976487,0.0117481435,0.0011301305,0.0008024816,0.000020184485],"about_ca_topic_score_codex":0.003857124,"about_ca_topic_score_gemma":0.006837584,"teacher_disagreement_score":0.003857124,"about_ca_system_score_codex":0.00020433363,"about_ca_system_score_gemma":0.00026140158,"threshold_uncertainty_score":0.0076693892},"labels":[],"label_agreement":null},{"id":"W166282119","doi":"","title":"CLIMATE CHANGE AND TRANSPORTATION: POTENTIAL INTERACTIONS AND IMPACTS","year":2003,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"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":"Climate change; Context (archaeology); Externality; Environmental resource management; Environmental planning; Business; Environmental science; Transport engineering; Natural resource economics; Geography; Engineering; Economics","score_opus":0.016058355906620306,"score_gpt":0.23177770103806256,"score_spread":0.21571934513144225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W166282119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32686642,0.24719778,0.04610445,0.11845429,0.0019477889,0.00025652218,0.0014523971,0.00020325821,0.25751707],"genre_scores_gemma":[0.86585504,0.12356879,0.003370988,0.0015658829,0.0012435577,0.00009552931,0.00016730058,0.00002034206,0.00411253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99883205,0.00068480556,0.000036822075,0.000071411334,0.00019389912,0.00018104403],"domain_scores_gemma":[0.9978255,0.0014515206,0.00025204456,0.00002961127,0.0003155311,0.00012579517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012347273,0.00075290387,0.0004586514,0.001772466,0.0013262231,0.0035345121,0.0006487228,0.0017825527,0.005778759],"category_scores_gemma":[0.0021226632,0.00026775507,0.0007773064,0.0038162428,0.0018934312,0.0029640517,0.002486118,0.0011068127,0.00032499927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030828422,0.00033384422,0.14076172,0.0031458004,0.000697752,0.003714219,0.0038577095,0.07446567,0.0020791679,0.575844,0.013574243,0.18121764],"study_design_scores_gemma":[0.00004870217,0.0010240024,0.24270505,0.0024629014,0.0008014839,0.0030764947,0.029509628,0.03692239,0.0020998379,0.40985388,0.27109483,0.0004007941],"about_ca_topic_score_codex":0.009653371,"about_ca_topic_score_gemma":0.01856722,"teacher_disagreement_score":0.009653371,"about_ca_system_score_codex":0.0017410765,"about_ca_system_score_gemma":0.0012638001,"threshold_uncertainty_score":0.019331872},"labels":[],"label_agreement":null},{"id":"W1663282095","doi":"10.1023/a:1021120205399","title":"The Interference of Higher-Order Statistics of the Concentration Field Produced by Two Point Sources According to a Generalized Fluctuating Plume Model","year":2003,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Plume; Point source; Probability density function; Function (biology); Turbulence; Physics; Statistical physics; Context (archaeology); Centroid; Dispersion (optics); Correlation function (quantum field theory); Scale (ratio); Spatial correlation; Statistics; Mathematics; Geometry; Mechanics; Meteorology; Quantum mechanics; Geology","score_opus":0.014450852592865741,"score_gpt":0.25976898145248745,"score_spread":0.2453181288596217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1663282095","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":[0.29905698,0.00041603026,0.6946725,0.00047135996,0.00017304078,0.00006986534,0.0001441616,0.00044994388,0.004546062],"genre_scores_gemma":[0.97746336,0.0005382568,0.016606165,0.00013334039,0.0001642961,0.000056757446,0.00033275623,0.00015594425,0.0045491084],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987362,0.00046611694,0.000053645203,0.00017152782,0.00034795207,0.00022443611],"domain_scores_gemma":[0.993399,0.0041996096,0.00074663106,0.00041841704,0.0008174286,0.0004188816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027400663,0.0012402968,0.0013130553,0.0012739555,0.0005874506,0.0018973598,0.002090547,0.001515194,0.0010325231],"category_scores_gemma":[0.009243596,0.0009363796,0.0017846038,0.0013575992,0.0018936069,0.0029091684,0.0010526197,0.0010909816,0.0001651311],"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":[0.00038645352,0.00010143514,0.004204534,0.00014118833,0.00022220747,0.0006634384,0.00021474781,0.8165178,0.015803168,0.15365648,0.0007666623,0.007321915],"study_design_scores_gemma":[0.000012859172,0.000011081673,0.0005345767,0.0000017955751,0.0000135777045,0.000036220474,0.000005032958,0.99225336,0.0005821979,0.00647682,0.000050651888,0.000021754733],"about_ca_topic_score_codex":0.005857908,"about_ca_topic_score_gemma":0.0034051891,"teacher_disagreement_score":0.005857908,"about_ca_system_score_codex":0.0010836569,"about_ca_system_score_gemma":0.0012422546,"threshold_uncertainty_score":0.014491022},"labels":[],"label_agreement":null},{"id":"W1666786545","doi":"10.1023/a:1002457317568","title":"A Comparison Of The Detailed Structure In Dispersing Tracer Plumes Measured In Grid-Generated Turbulence With A Meandering Plume Model Incorporating Internal Fluctuations","year":2000,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Plume; Turbulence; Scale (ratio); Diagram; Mechanics; Probability density function; Point source; Panache; Physics; Meteorology; Mathematics; Optics; Statistics","score_opus":0.019326920079113904,"score_gpt":0.2522683894565056,"score_spread":0.23294146937739169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1666786545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460876,0.000054806947,0.004405458,0.0000254848,0.000006089317,0.000017078482,0.00014733606,0.0001108705,0.00062407914],"genre_scores_gemma":[0.99837613,0.000024285859,0.0013311432,0.0000036542517,0.0000014413472,0.0000048417155,0.00012765842,0.000013500008,0.00011735775],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999417,0.0000115670855,0.0000042240463,0.000017186601,0.000012384843,0.000013010942],"domain_scores_gemma":[0.9994529,0.00024306499,0.000060182258,0.00006399194,0.00012155308,0.00005836576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002149447,0.00034378245,0.00021535272,0.00029452943,0.00026072704,0.0005026986,0.00041150453,0.0003890015,0.00046558375],"category_scores_gemma":[0.001110615,0.00020578732,0.00029031996,0.00030753337,0.0003283347,0.0004615297,0.00018656772,0.00032496272,0.00006810955],"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":[0.0011712909,0.00046715958,0.060670536,0.00010387686,0.000094133284,0.0004390856,0.0002587282,0.81195974,0.111801125,0.0020590436,0.00039392748,0.010581389],"study_design_scores_gemma":[0.000086446926,0.00016420335,0.029245494,0.000004370395,0.00001660926,0.000043319185,0.00004697851,0.95906764,0.0109928055,0.00017766301,0.00013281712,0.000021668424],"about_ca_topic_score_codex":0.014679032,"about_ca_topic_score_gemma":0.0074386043,"teacher_disagreement_score":0.014679032,"about_ca_system_score_codex":0.00061375933,"about_ca_system_score_gemma":0.00039735608,"threshold_uncertainty_score":0.029187202},"labels":[],"label_agreement":null},{"id":"W1681371439","doi":"","title":"Experimental and numerical study of local mean age of air","year":2001,"lang":"en","type":"book-chapter","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Mixing (physics); Mechanics; TRACER; Computer simulation; Ventilation (architecture); Environmental science; Materials science; Meteorology; Physics; Nuclear physics","score_opus":0.015302087531749638,"score_gpt":0.23135477766546692,"score_spread":0.21605269013371728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1681371439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851702,0.0003796461,0.012083254,0.00002284111,0.000022484419,0.000017941877,0.00025218088,0.00009837195,0.0019530491],"genre_scores_gemma":[0.9945245,0.0001114842,0.0046303845,0.000006289688,0.000007655356,0.00001542533,0.00015287573,0.000015013066,0.0005363376],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995757,0.00006590693,0.000018997782,0.00011732329,0.0001763305,0.000045822242],"domain_scores_gemma":[0.99933064,0.0003281788,0.00005213105,0.000105380146,0.00013915528,0.000044454686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060663774,0.0002354391,0.00036134847,0.0003786924,0.00035868073,0.00026029165,0.00042548467,0.00037214797,0.0010125807],"category_scores_gemma":[0.0009891635,0.00013499252,0.00017891175,0.00034310267,0.0005741967,0.00039490583,0.0005062377,0.00039508112,0.00018871322],"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":[0.00043664433,0.0002122151,0.011947402,0.00022153142,0.000018163833,0.00014778736,0.00032027593,0.019625297,0.9510737,0.0008705758,0.00019393556,0.0149325365],"study_design_scores_gemma":[0.00004011633,0.0014901445,0.050714944,0.000021141374,0.000038115566,0.00033044067,0.00032736766,0.06319342,0.8810261,0.0006457484,0.0021172962,0.0000552375],"about_ca_topic_score_codex":0.00063773745,"about_ca_topic_score_gemma":0.0006794455,"teacher_disagreement_score":0.0010125807,"about_ca_system_score_codex":0.00017231538,"about_ca_system_score_gemma":0.00013713243,"threshold_uncertainty_score":0.0033874512},"labels":[],"label_agreement":null},{"id":"W169473009","doi":"10.1016/j.buildenv.2012.12.003","title":"A uniform methodology to establish test parameters for watertightness testing","year":2012,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Test (biology); Structural engineering; Reliability engineering; Engineering; Environmental science; Geology","score_opus":0.06865355359508649,"score_gpt":0.26938223748188594,"score_spread":0.20072868388679946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W169473009","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":[0.027653756,0.00036185305,0.95856386,0.000093226874,0.00018173107,0.0045878887,0.0012638762,0.0026814004,0.004612467],"genre_scores_gemma":[0.10723942,0.0007044705,0.8725976,0.0003070973,0.000072997434,0.008996697,0.0021583661,0.0008927156,0.0070306235],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938134,0.0011253955,0.0010745565,0.000792614,0.0029315897,0.00026250293],"domain_scores_gemma":[0.98878014,0.0011723891,0.00071468955,0.003275748,0.0058278325,0.00022930394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006536704,0.001830338,0.001222437,0.0034696336,0.0013025736,0.0011864111,0.00254855,0.0015859199,0.004382016],"category_scores_gemma":[0.00969162,0.00076815864,0.001062065,0.0015013688,0.0010820898,0.001597923,0.002124386,0.0018080479,0.0024943207],"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":[0.00024530647,0.0009636983,0.00565508,0.00058628176,0.000060326798,0.0001848389,0.00023153012,0.0028294728,0.8877418,0.0030197424,0.0028726235,0.09560937],"study_design_scores_gemma":[0.00008591434,0.0027061491,0.012481594,0.0001704103,0.00013941512,0.0008079327,0.00017846825,0.008114926,0.9493361,0.0011758422,0.024660602,0.00014263524],"about_ca_topic_score_codex":0.0012508098,"about_ca_topic_score_gemma":0.0027814752,"teacher_disagreement_score":0.006536704,"about_ca_system_score_codex":0.00050604687,"about_ca_system_score_gemma":0.0018146434,"threshold_uncertainty_score":0.0345698},"labels":[],"label_agreement":null},{"id":"W1722545153","doi":"","title":"Revisiting the Durst gust factor curve1This paper is one of a selection of papers in this Special Issue in honour of Professor Davenport.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Honour; Mathematics; Factor (programming language); Statistics; Operations research; Engineering; Econometrics; Computer science; Political science; Law","score_opus":0.012299376981795786,"score_gpt":0.18693346651145462,"score_spread":0.17463408952965884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1722545153","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":[0.034883376,0.046342984,0.5423642,0.06741478,0.052979246,0.00025176408,0.0057641603,0.0036101234,0.24638939],"genre_scores_gemma":[0.43771136,0.0691917,0.27963227,0.0148892095,0.022140441,0.00022855563,0.006053922,0.010574912,0.1595777],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99696785,0.00035962428,0.00017436575,0.00044098764,0.0019143604,0.00014274883],"domain_scores_gemma":[0.9876694,0.0035141716,0.00050653925,0.0010864066,0.006888129,0.00033544822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038011125,0.0014840036,0.00088246504,0.0036008337,0.001552949,0.006057025,0.0019819755,0.0019866838,0.016952062],"category_scores_gemma":[0.026471352,0.00041251903,0.00084945484,0.004531042,0.002533994,0.007212625,0.0022899103,0.0044491524,0.007960319],"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":[0.00013562813,0.00003775611,0.006019661,0.00057787285,0.000035503574,0.00035222562,0.0006348829,0.0090653505,0.0016678948,0.16314836,0.24461779,0.5737071],"study_design_scores_gemma":[0.000017871074,0.00013304138,0.009648932,0.0006896944,0.00003193718,0.00090991356,0.0008340274,0.025444163,0.002822831,0.09780493,0.8614541,0.00020847534],"about_ca_topic_score_codex":0.031154372,"about_ca_topic_score_gemma":0.021683076,"teacher_disagreement_score":0.031154372,"about_ca_system_score_codex":0.0028905347,"about_ca_system_score_gemma":0.0028171246,"threshold_uncertainty_score":0.061946034},"labels":[],"label_agreement":null},{"id":"W1749714467","doi":"10.1115/imece2014-36781","title":"A Numerical Study of the Effect of Inlet Vent Position and Size on the Velocity and Temperature Distributions in a Smaller Naturally Ventilated Theater in Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Queen's University","funders":"","keywords":"Inlet; Natural ventilation; Buoyancy; Marine engineering; Turbulence; Fluent; Airflow; Meteorology; Roof; Mechanics; Ventilation (architecture); Heat flux; Computational fluid dynamics; Environmental science; Engineering; Heat transfer; Mechanical engineering; Physics; Structural engineering","score_opus":0.002395138718997606,"score_gpt":0.17525905921098592,"score_spread":0.17286392049198832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1749714467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931351,0.00007220774,0.0013342518,0.000098973105,0.0000191934,0.000025273752,0.00027856877,0.0000580784,0.00497835],"genre_scores_gemma":[0.9968208,0.00004354218,0.0014896502,0.000012768797,0.0000023342516,0.000009406218,0.00017579373,0.000012169242,0.0014335611],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999785,0.000015312411,0.000007315108,0.000037175058,0.00004856705,0.00010676628],"domain_scores_gemma":[0.9993818,0.00028084085,0.000047066875,0.000025587302,0.00015593253,0.00010879266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030374012,0.00046061774,0.0006492856,0.0005106798,0.0014561123,0.0011118562,0.0009922856,0.0010838562,0.0018711534],"category_scores_gemma":[0.0011932787,0.00030268412,0.0006140636,0.0008346889,0.0012759945,0.00034701597,0.00048185594,0.00062369584,0.00014241271],"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":[0.0003052831,0.0002446183,0.015748292,0.00008861853,0.000024602961,0.00039671423,0.00023980733,0.9642709,0.01153539,0.001184524,0.00086208637,0.00509918],"study_design_scores_gemma":[0.000052846983,0.00011758858,0.01123542,0.000011000227,0.0000175607,0.00003206123,0.00032004796,0.9846817,0.00290126,0.00009713311,0.0005070821,0.000026275644],"about_ca_topic_score_codex":0.67183685,"about_ca_topic_score_gemma":0.5173977,"teacher_disagreement_score":0.32816315,"about_ca_system_score_codex":0.0049284236,"about_ca_system_score_gemma":0.0039681573,"threshold_uncertainty_score":0.66019154},"labels":[],"label_agreement":null},{"id":"W1755602901","doi":"10.1520/stp15663s","title":"An Examination of Yearly and Daily Temperature Change and Its Significance to the Evaluation of Sealant Performance","year":2009,"lang":"en","type":"book-chapter","venue":"ASTM International eBooks","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Sealant; Environmental science; Materials science; Composite material","score_opus":0.03765871409740122,"score_gpt":0.2555443627805011,"score_spread":0.21788564868309984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1755602901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5412855,0.017893955,0.014357773,0.0035430673,0.003422212,0.00031259048,0.003352508,0.0010205148,0.41481188],"genre_scores_gemma":[0.5309213,0.008939073,0.0064522894,0.00043427944,0.0004865717,0.00006798964,0.0018385156,0.0005240634,0.45033592],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996501,0.0000383408,0.000019466823,0.00003641914,0.00024177127,0.000013858945],"domain_scores_gemma":[0.9989285,0.00030181624,0.00007904932,0.000060403847,0.0005989861,0.000031188836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008195364,0.0001631721,0.0002132278,0.0008258775,0.00043930614,0.00057257246,0.00038848695,0.00031757783,0.012138109],"category_scores_gemma":[0.0015988833,0.00012098109,0.0002482928,0.00080086815,0.00025676689,0.0006917191,0.00031007497,0.00029441575,0.003851152],"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":[0.000501176,0.00019683898,0.05529197,0.0013447066,0.000080815844,0.0021981553,0.0026933593,0.0014906762,0.14610416,0.0043363427,0.08045847,0.7053034],"study_design_scores_gemma":[0.000011784535,0.0021998447,0.5101085,0.00028462225,0.00010157563,0.0037929753,0.0033779524,0.0020900914,0.06884855,0.0015548172,0.4075166,0.000112690854],"about_ca_topic_score_codex":0.0016711719,"about_ca_topic_score_gemma":0.0047183605,"teacher_disagreement_score":0.012138109,"about_ca_system_score_codex":0.00019463952,"about_ca_system_score_gemma":0.00032761114,"threshold_uncertainty_score":0.040605962},"labels":[],"label_agreement":null},{"id":"W1787102214","doi":"10.1520/stp10926s","title":"The Use of Wind Tunnels to Assist in Cladding Design for Buildings","year":2003,"lang":"en","type":"book-chapter","venue":"","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Cladding (metalworking); Architectural engineering; Engineering; Environmental science; Marine engineering; Civil engineering; Materials science; Composite material","score_opus":0.07007106836144517,"score_gpt":0.24384884728242398,"score_spread":0.17377777892097881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1787102214","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":[0.05105214,0.002169442,0.89646715,0.0001587053,0.00017221319,0.0002520912,0.00047683815,0.002108599,0.047142856],"genre_scores_gemma":[0.16776925,0.0021459856,0.80119,0.0000644311,0.000027366088,0.00016428785,0.0007198613,0.00059539493,0.027323388],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997545,0.00007125175,0.000010040946,0.000015539994,0.00014117658,0.0000075341322],"domain_scores_gemma":[0.99946696,0.0001975714,0.000024479372,0.00008077581,0.00021574939,0.000014552608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006958459,0.00046725656,0.00022882543,0.0006748838,0.0003341269,0.00055129983,0.0005194615,0.00027007097,0.004581645],"category_scores_gemma":[0.0011217641,0.0003621826,0.00017865947,0.0005857604,0.00023124591,0.0006585072,0.00039846692,0.00038816713,0.0012292279],"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":[0.000084141495,0.0000749254,0.0031394653,0.00047127876,0.000012111552,0.00022207858,0.0004169002,0.05631918,0.05722811,0.013825695,0.012886732,0.85531944],"study_design_scores_gemma":[0.000080671416,0.0008043845,0.016852893,0.0010356898,0.000052838444,0.0020338492,0.0005640144,0.3920148,0.13255793,0.021538844,0.4323177,0.00014630445],"about_ca_topic_score_codex":0.0015132135,"about_ca_topic_score_gemma":0.005874763,"teacher_disagreement_score":0.004581645,"about_ca_system_score_codex":0.00018001787,"about_ca_system_score_gemma":0.00047502562,"threshold_uncertainty_score":0.015327156},"labels":[],"label_agreement":null},{"id":"W1811081419","doi":"10.17930/agl201419","title":"NUMERICAL AND EXPERIMENTAL INVESTIGATIONS OF WIND LOADS ON PV SOLAR PANELS MOUNTED ON FLAT-ROOFS","year":2014,"lang":"en","type":"article","venue":"AgroLife Scientific Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photovoltaic system; Roof; Renewable energy; Environmental science; Wind engineering; Wind power; Solar energy; Meteorology; Marine engineering; Engineering; Structural engineering; Electrical engineering; Physics","score_opus":0.015156236164342226,"score_gpt":0.2430838747251876,"score_spread":0.22792763856084539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1811081419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99303496,0.00007464617,0.002450056,0.00005108255,0.000032835655,0.000024370245,0.00028101512,0.000077455574,0.003973615],"genre_scores_gemma":[0.9983228,0.000038821425,0.0011204246,0.000005008574,0.0000037218927,0.000013923683,0.00009672928,0.000006089574,0.00039263745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997805,0.000025571644,0.000017435386,0.00003764446,0.00008077988,0.000058059406],"domain_scores_gemma":[0.9991393,0.00052836165,0.00007645703,0.000075112046,0.0001264175,0.000054407275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038477563,0.00042981424,0.00066750305,0.00049545686,0.0006266339,0.0005108952,0.0006054432,0.00079525803,0.002799923],"category_scores_gemma":[0.0009910846,0.00023676052,0.00058451085,0.0005161094,0.00070838287,0.0005320774,0.000351484,0.00054868317,0.00020939458],"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":[0.00061994576,0.00068949605,0.013651131,0.00041534708,0.000045353754,0.0008117898,0.000357662,0.8888936,0.08113435,0.00093703065,0.00069074123,0.01175348],"study_design_scores_gemma":[0.000069908434,0.00064457697,0.01657755,0.000021394846,0.000025073821,0.000062185914,0.00037102218,0.96115595,0.020299083,0.0003602848,0.0003822231,0.000030744355],"about_ca_topic_score_codex":0.002845559,"about_ca_topic_score_gemma":0.0030258768,"teacher_disagreement_score":0.002845559,"about_ca_system_score_codex":0.00028461398,"about_ca_system_score_gemma":0.00022011618,"threshold_uncertainty_score":0.009366691},"labels":[],"label_agreement":null},{"id":"W1832337032","doi":"10.1061/(asce)st.1943-541x.0001430","title":"Discussion of “Wind Directionality Factors for Nonhurricane and Hurricane-Prone Regions” by Filmon Habte, Arindam Gan Chowdhury, DongHun Yeo, and Emil Simiu","year":2015,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Directionality; Biology; Genetics","score_opus":0.011378331729492942,"score_gpt":0.22015961078301044,"score_spread":0.2087812790535175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1832337032","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2971316,0.033041142,0.05127422,0.47937012,0.019918712,0.000282265,0.0050501795,0.00042790495,0.113503896],"genre_scores_gemma":[0.9222919,0.009587683,0.0132487295,0.027881086,0.006306703,0.000098423996,0.0013701376,0.00019137886,0.019024055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994466,0.00019401971,0.000056997862,0.00007248328,0.00014722551,0.000082750164],"domain_scores_gemma":[0.9979207,0.00091750955,0.00016861771,0.000065467946,0.0007669596,0.00016083049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002034819,0.00048357103,0.00036047612,0.0014488652,0.0013790171,0.0019865204,0.00092075835,0.000939025,0.004377675],"category_scores_gemma":[0.0060666674,0.00021852629,0.00079704507,0.001992372,0.0009307581,0.0014818932,0.0007225117,0.0013724954,0.00048093428],"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":[0.0006616442,0.00012543456,0.2561642,0.00066127896,0.00019873875,0.0014903878,0.0040098294,0.008922653,0.005735399,0.14636774,0.45055017,0.12511256],"study_design_scores_gemma":[0.00009961991,0.00021926507,0.32198015,0.0008653935,0.00020364209,0.0009061629,0.017553087,0.015439324,0.006663274,0.061433338,0.5743979,0.00023880212],"about_ca_topic_score_codex":0.02243301,"about_ca_topic_score_gemma":0.04271281,"teacher_disagreement_score":0.02243301,"about_ca_system_score_codex":0.0009532569,"about_ca_system_score_gemma":0.0015376081,"threshold_uncertainty_score":0.044604897},"labels":[],"label_agreement":null},{"id":"W184527810","doi":"10.5006/c2001-01544","title":"The Effects of Wind on Local Atmospheric Corrosivity","year":2001,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Royal Military College of Canada","funders":"","keywords":"Corrosion; Environmental science; Metallurgy; Materials science; Meteorology; Physics","score_opus":0.0035612471102300382,"score_gpt":0.19064129800943466,"score_spread":0.18708005089920463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W184527810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960932,0.000052209685,0.0030365726,0.0000060408806,0.000004289459,0.00001132205,0.000079372905,0.000026322574,0.0006906272],"genre_scores_gemma":[0.99937123,0.000036743182,0.00032192416,0.0000017811177,6.93032e-7,0.000003478706,0.000050207458,0.0000038959884,0.00020999892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998259,0.00003692271,0.000010024967,0.000037215388,0.00004996304,0.00004006508],"domain_scores_gemma":[0.99952984,0.00019746402,0.00008819422,0.00005160243,0.00010577091,0.000027149816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533242,0.0004540754,0.0002839451,0.00027971345,0.00020503308,0.00041790755,0.00019728432,0.0002361115,0.00085988647],"category_scores_gemma":[0.0006879377,0.00020679264,0.0004963992,0.00018153472,0.00023971064,0.00033113337,0.00028162161,0.00015931731,0.0001915436],"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":[0.00081862375,0.00021403439,0.18110779,0.00013004764,0.00019188259,0.0007766133,0.0001404068,0.7128404,0.08553086,0.0005207247,0.00020819166,0.0175204],"study_design_scores_gemma":[0.0000371202,0.0015053746,0.15903114,0.00002307553,0.00014501483,0.00018661516,0.00019806174,0.7970955,0.040941913,0.000351907,0.00042931087,0.000055023105],"about_ca_topic_score_codex":0.0060230847,"about_ca_topic_score_gemma":0.007018735,"teacher_disagreement_score":0.0060230847,"about_ca_system_score_codex":0.00025751148,"about_ca_system_score_gemma":0.00012810196,"threshold_uncertainty_score":0.011976063},"labels":[],"label_agreement":null},{"id":"W1860656907","doi":"","title":"Sensitivity of gust responses of bridges to spatio-temporal varying wind excitations1This paper is one of a selection of papers in this Special Issue in honour of Professor Davenport.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aeroelasticity; Aerodynamics; Structural engineering; Series (stratigraphy); Bridge (graph theory); Sensitivity (control systems); Engineering; Mode (computer interface); Finite element method; Vibration; Wind engineering; Function (biology); Applied mathematics; Computer science; Mathematics; Geology; Physics; Aerospace engineering; Acoustics","score_opus":0.014978982612440064,"score_gpt":0.20420411235650235,"score_spread":0.18922512974406228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1860656907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900295,0.00015570654,0.0077504767,0.00006866384,0.000033723456,0.000015230447,0.0001285749,0.00010570151,0.0017123661],"genre_scores_gemma":[0.9992399,0.000048245663,0.00030309227,0.000016928878,0.0000034671182,0.0000034830257,0.000070503294,0.000008228803,0.00030621237],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998808,0.000018982644,0.000004390492,0.000027075712,0.000038268616,0.000030426485],"domain_scores_gemma":[0.99948066,0.0002637631,0.000058898815,0.000050745195,0.00010211977,0.000043893444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034613826,0.00020654277,0.00021374159,0.00028128564,0.0001527829,0.00021904969,0.0001921586,0.00049027335,0.001731059],"category_scores_gemma":[0.0013597549,0.0001456709,0.00021863174,0.00012292904,0.00023321676,0.00033785944,0.00043011343,0.00027161156,0.00020665112],"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":[0.0023081517,0.00027822805,0.05841313,0.00022497303,0.00019926699,0.0015434687,0.00065161276,0.17740487,0.6821811,0.0012954826,0.0018437965,0.07365593],"study_design_scores_gemma":[0.00006599745,0.002040525,0.3251366,0.00005349623,0.00009495324,0.0012344013,0.0007344479,0.53466,0.13142724,0.0025473298,0.0018737942,0.00013119001],"about_ca_topic_score_codex":0.0006563453,"about_ca_topic_score_gemma":0.0006683191,"teacher_disagreement_score":0.001731059,"about_ca_system_score_codex":0.00013013925,"about_ca_system_score_gemma":0.000055025113,"threshold_uncertainty_score":0.0057910085},"labels":[],"label_agreement":null},{"id":"W1866095203","doi":"10.1007/s12273-015-0255-2","title":"Three-dimensional transient heat transfer and airflow in an indoor ice rink with radiant heat sources","year":2015,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Transient (computer programming); Airflow; Heat transfer; Mechanics; Meteorology; Convection; Environmental science; Radiant heat; Radiant heating; Heat flow; Convective heat transfer; Flow (mathematics); Materials science; Thermal; Thermodynamics; Physics; Computer science","score_opus":0.019741286874378684,"score_gpt":0.24064048973487134,"score_spread":0.22089920286049267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1866095203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98704916,0.00005512885,0.005327493,0.00009427501,0.000028568658,0.000044403187,0.0002984632,0.0001308618,0.0069716885],"genre_scores_gemma":[0.99695957,0.000036400663,0.0012843271,0.000016994378,0.0000062321014,0.00003256835,0.0001311825,0.000032197146,0.0015007224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997204,0.0000677992,0.000014777944,0.00004264671,0.000049454822,0.000104955885],"domain_scores_gemma":[0.9993575,0.00039556986,0.000041322288,0.00004581229,0.00006851361,0.000091270624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003869311,0.0006550911,0.0013924271,0.00048363852,0.0014975943,0.0013113612,0.001154092,0.0018491853,0.0033415537],"category_scores_gemma":[0.0010184728,0.0006302519,0.0011787934,0.0006596341,0.0016235489,0.0008558452,0.0007216976,0.0010157494,0.0002914762],"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":[0.00013650142,0.00010853489,0.002281865,0.000026650787,0.000016974198,0.00014004517,0.00007654787,0.99416554,0.0016327105,0.0004353637,0.00010907654,0.00087015884],"study_design_scores_gemma":[0.000035223515,0.000075249336,0.001452488,0.0000050108247,0.000013451341,0.000014719657,0.00007665246,0.99673516,0.0013917652,0.00008103081,0.000107750544,0.000011457451],"about_ca_topic_score_codex":0.060284663,"about_ca_topic_score_gemma":0.024593228,"teacher_disagreement_score":0.060284663,"about_ca_system_score_codex":0.0013882417,"about_ca_system_score_gemma":0.001440641,"threshold_uncertainty_score":0.11986756},"labels":[],"label_agreement":null},{"id":"W1866637791","doi":"","title":"Modelling the vulnerability of buildings to wind — a review1This paper is one of a selection of papers in this Special Issue in honour of Professor Davenport.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Honour; Vulnerability (computing); Natural hazard; Selection (genetic algorithm); Architectural engineering; Engineering; Computer science; Vulnerability assessment; Operations research; Civil engineering; Construction engineering; Law; Geography; Political science; Meteorology; Computer security","score_opus":0.015805789106775263,"score_gpt":0.1982165184177148,"score_spread":0.18241072931093952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1866637791","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":[0.002048004,0.9823256,0.011307068,0.0009605349,0.00045583307,0.0000075048733,0.000081922226,0.000037053254,0.0027764486],"genre_scores_gemma":[0.011334315,0.9826828,0.0038227623,0.000151274,0.0005797659,0.000007813643,0.00013736976,0.000027658714,0.0012561944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957603,0.000068635396,0.00004977993,0.000104018465,0.00017350828,0.000028056946],"domain_scores_gemma":[0.99824643,0.0011448939,0.00011664171,0.000059644626,0.00037783667,0.00005461931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009595654,0.001675928,0.0017916177,0.0018421409,0.00039277237,0.0018763649,0.0018120661,0.0019415573,0.0018798969],"category_scores_gemma":[0.0019732183,0.0007534196,0.0008215448,0.003337121,0.000978612,0.0044553666,0.0009307154,0.0014227058,0.0010547016],"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":[0.00006575045,0.00016006162,0.0023699247,0.0139292255,0.00035754894,0.0002865952,0.0004029396,0.08484644,0.0023419266,0.046101056,0.0375956,0.811543],"study_design_scores_gemma":[0.000017274855,0.0003643144,0.0037406473,0.00861626,0.0003505596,0.0011297192,0.0005976827,0.039749358,0.0027881786,0.041236833,0.90122056,0.00018865554],"about_ca_topic_score_codex":0.0064125955,"about_ca_topic_score_gemma":0.006044782,"teacher_disagreement_score":0.0064125955,"about_ca_system_score_codex":0.0009012492,"about_ca_system_score_gemma":0.0010699425,"threshold_uncertainty_score":0.012750566},"labels":[],"label_agreement":null},{"id":"W1868178162","doi":"10.1139/cjce-2013-0287","title":"Basis for recommending an update of wind velocity pressures in Canadian design codes","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gumbel distribution; Wind speed; Mathematics; Statistical analysis; Statistics; Extreme value theory; Meteorology; Geography","score_opus":0.013215496162647156,"score_gpt":0.20071423014681294,"score_spread":0.18749873398416578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1868178162","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":[0.04674069,0.01676438,0.26839125,0.06127717,0.03500075,0.005423719,0.10698312,0.020028042,0.43939084],"genre_scores_gemma":[0.12271622,0.011670157,0.63629407,0.009430921,0.0019862656,0.002327543,0.06467598,0.0034225525,0.14747636],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9875667,0.0009192486,0.0014101082,0.00061024533,0.008501688,0.0009919638],"domain_scores_gemma":[0.8667984,0.004459162,0.0030356324,0.005038252,0.117611006,0.0030574973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009062786,0.0014101953,0.00093343295,0.013883468,0.004058094,0.0041581667,0.0048282617,0.0018196278,0.013372024],"category_scores_gemma":[0.06721896,0.000951624,0.001028789,0.015143153,0.0016789671,0.002628247,0.0016878447,0.0035314031,0.00771815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009169919,0.000114695395,0.012340213,0.00046794311,0.000021167485,0.00019379109,0.0005309911,0.0055331704,0.0022342592,0.016751394,0.65838414,0.30333656],"study_design_scores_gemma":[0.000029655286,0.000053290354,0.020347659,0.0009919561,0.000036787267,0.00014252427,0.0005689155,0.0041313297,0.0017511362,0.002931481,0.968857,0.00015831282],"about_ca_topic_score_codex":0.91875875,"about_ca_topic_score_gemma":0.92897373,"teacher_disagreement_score":0.08124125,"about_ca_system_score_codex":0.02721408,"about_ca_system_score_gemma":0.101936564,"threshold_uncertainty_score":0.1974529},"labels":[],"label_agreement":null},{"id":"W186898804","doi":"10.1007/978-94-007-2351-1_16","title":"Eddy Covariance Measurements Over Urban Areas","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Eddy covariance; Environmental science; Greenhouse gas; Dispersion (optics); Atmospheric sciences; Atmosphere (unit); Turbulence; Meteorology; Pollutant; Air pollution; Water vapor; Energy exchange; Atmospheric dispersion modeling; Air pollutants; Geography; Ecosystem; Geology; Physics","score_opus":0.04318984035049135,"score_gpt":0.2129702772937923,"score_spread":0.16978043694330097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W186898804","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":[0.39624003,0.022062782,0.42892465,0.0014773454,0.00071556284,0.00008152353,0.006612774,0.0017565382,0.14212888],"genre_scores_gemma":[0.85006416,0.018040894,0.066624895,0.00017861191,0.0005345733,0.00003803455,0.0054337312,0.0004709802,0.05861424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999237,0.000008406571,0.0000031948548,0.000024428136,0.00003434786,0.000005893051],"domain_scores_gemma":[0.9999136,0.00003810577,0.0000082394645,0.000014806772,0.000021987857,0.0000033463511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002206009,0.00037890312,0.00022715032,0.00042972146,0.000160289,0.00043077,0.00032748468,0.00029082192,0.00087835453],"category_scores_gemma":[0.00037365544,0.00034141072,0.00018406042,0.0011661613,0.00018465669,0.0007271365,0.00022767615,0.0003318884,0.00045815125],"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":[0.00009864995,0.000082219034,0.017578373,0.00042691117,0.00010847387,0.00019894778,0.00038604863,0.08313178,0.03336401,0.016965516,0.020131106,0.8275279],"study_design_scores_gemma":[0.00003440123,0.00009255032,0.41593355,0.0002876484,0.00013773819,0.000641233,0.00073114637,0.24832168,0.05968354,0.04654371,0.22737403,0.00021876857],"about_ca_topic_score_codex":0.008473504,"about_ca_topic_score_gemma":0.021775214,"teacher_disagreement_score":0.008473504,"about_ca_system_score_codex":0.00022084058,"about_ca_system_score_gemma":0.00018476977,"threshold_uncertainty_score":0.016848385},"labels":[],"label_agreement":null},{"id":"W1886118869","doi":"","title":"ANÁLISE DA VARIABILIDADE SAZONAL DO VENTO NO AEROPORTO DE MACEIÓ, AL. PARTE I: DIREÇÃO DO VENTO","year":2009,"lang":"pt","type":"article","venue":"Ciência e Natura","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Wind speed; Geography; Wind direction; Sugar cane; Meteorology; Environmental science; Archaeology","score_opus":0.009523283653222733,"score_gpt":0.251398284476562,"score_spread":0.24187500082333924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1886118869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974246,0.00015928737,0.00029621023,0.0000100799525,0.000003598106,0.000012025883,0.0005208971,0.000020816073,0.0015525322],"genre_scores_gemma":[0.997979,0.00012016221,0.0006568945,0.0000043640207,0.000004657973,0.000016892189,0.00060130574,0.0000063251473,0.0006103694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980515,0.00001390558,0.000014363748,0.00006103559,0.00007368444,0.000031876243],"domain_scores_gemma":[0.99959296,0.000082088394,0.00014268124,0.000027577473,0.00011468817,0.000040178136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002350148,0.00019158963,0.00020045142,0.0015070905,0.0002672111,0.00074777356,0.00020279274,0.00014984627,0.0010412054],"category_scores_gemma":[0.0008159073,0.00012994753,0.00026181512,0.0015057749,0.00019203294,0.0002491002,0.0003689076,0.00015259495,0.00017177664],"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":[0.0000835361,0.000012269396,0.9693466,0.00006334181,0.00006956385,0.00013798282,0.0011913406,0.00022636529,0.006431565,0.00012235912,0.00017938639,0.022135703],"study_design_scores_gemma":[0.0000010346062,0.000008410597,0.9985846,0.0000039916567,0.000010777638,0.000023270175,0.0002494149,0.00017426703,0.00024230556,0.000011876257,0.000687787,0.0000022556774],"about_ca_topic_score_codex":0.05208629,"about_ca_topic_score_gemma":0.11600152,"teacher_disagreement_score":0.05208629,"about_ca_system_score_codex":0.0005191198,"about_ca_system_score_gemma":0.00029483848,"threshold_uncertainty_score":0.10356623},"labels":[],"label_agreement":null},{"id":"W1890349205","doi":"10.1115/1.4031722","title":"Measurements of the Stack Metal Temperature During a Natural Gas Blowdown Event Through a Full-Bore Blowdown Valve","year":2015,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Boiler blowdown; Stack (abstract data type); Natural gas; Materials science; Mechanics; Engineering; Waste management; Mechanical engineering; Inlet","score_opus":0.01535904474223741,"score_gpt":0.2432386214391475,"score_spread":0.2278795766969101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1890349205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99850214,0.000015892043,0.001015444,0.0000058294195,0.0000050839963,0.000014896723,0.0001499375,0.000051350067,0.00023933225],"genre_scores_gemma":[0.9986964,0.000017043641,0.00093009695,0.000004093186,0.0000013660259,0.00001177501,0.00010984118,0.0000071399154,0.0002223668],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997745,0.000012976563,0.000010881304,0.000045102657,0.0001213892,0.00003515266],"domain_scores_gemma":[0.99969053,0.00008490462,0.00004705821,0.000026095895,0.00011961441,0.000031745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028333825,0.00047873263,0.00034040597,0.00033265247,0.00051826495,0.0002628932,0.0003926417,0.00038366174,0.00073420303],"category_scores_gemma":[0.0005726145,0.00019114805,0.00024524363,0.00023906243,0.00032079304,0.0003329209,0.00023742646,0.00054502825,0.00013314448],"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":[0.0006702546,0.00012545784,0.022214515,0.000066289496,0.00001715562,0.00026119075,0.000371137,0.0014943341,0.9691648,0.00004824158,0.00010566051,0.0054610213],"study_design_scores_gemma":[0.000035444642,0.001587763,0.1652975,0.00001243575,0.000039817252,0.00014747589,0.0003066276,0.012322283,0.8196287,0.000047922356,0.00054019294,0.00003371624],"about_ca_topic_score_codex":0.0032944758,"about_ca_topic_score_gemma":0.007203408,"teacher_disagreement_score":0.0032944758,"about_ca_system_score_codex":0.00032114892,"about_ca_system_score_gemma":0.0003385136,"threshold_uncertainty_score":0.00655061},"labels":[],"label_agreement":null},{"id":"W1915392105","doi":"10.1002/qj.2609","title":"Dispersion from an area source in the unstable surface layer: an approximate analytical solution","year":2015,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Eddy diffusion; Dispersion (optics); Advection; Plume; Turbulence modeling; Atmospheric dispersion modeling; Meteorology; Boundary layer; Fetch; Constant (computer programming); Thermal diffusivity; Physics; Mathematical analysis; Mathematics; Turbulence; Geology; Thermodynamics; Chemistry; Air pollution; Computer science; Optics","score_opus":0.03223029964637821,"score_gpt":0.2512827389302933,"score_spread":0.21905243928391507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1915392105","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":[0.21221119,0.0008279498,0.7607784,0.0008028928,0.00013088266,0.0001452456,0.00025006555,0.00040504188,0.024448302],"genre_scores_gemma":[0.8966056,0.0009159018,0.08190977,0.0001864766,0.00012412903,0.00020029061,0.00018719146,0.00013070874,0.01973994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999368,0.00001197486,0.0000038003204,0.000010866135,0.000023203027,0.000013228191],"domain_scores_gemma":[0.9998355,0.000067667854,0.000026348169,0.000014292091,0.00004461415,0.000011585706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030132136,0.00040005276,0.00036377364,0.000524197,0.00034966556,0.0006293026,0.00072595326,0.0010688708,0.0017690667],"category_scores_gemma":[0.0010680188,0.00023753244,0.0004951084,0.0004194935,0.00048255917,0.0005504767,0.0004497212,0.00039716615,0.00032905387],"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":[0.000027735694,0.000038405757,0.0016018363,0.00008185487,0.000017536664,0.0004348995,0.0001500532,0.9221151,0.008576824,0.051839028,0.0009506218,0.014166042],"study_design_scores_gemma":[0.0000074368454,0.000011365874,0.00018309178,0.000006797788,0.0000035717542,0.000036263813,0.000019094965,0.99521375,0.0003568571,0.0033370215,0.0008216371,0.0000031710692],"about_ca_topic_score_codex":0.009167153,"about_ca_topic_score_gemma":0.0055954196,"teacher_disagreement_score":0.009167153,"about_ca_system_score_codex":0.0009102647,"about_ca_system_score_gemma":0.00081288855,"threshold_uncertainty_score":0.018227637},"labels":[],"label_agreement":null},{"id":"W1922186835","doi":"10.1029/2006jd008133","title":"Scale analysis of airborne flux measurements over heterogeneous terrain in a boreal ecosystem","year":2007,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Agriculture and Agri-Food Canada","funders":"","keywords":"Eddy covariance; Mesoscale meteorology; Sensible heat; Latent heat; Environmental science; Atmospheric sciences; Energy balance; Energy flux; Energy budget; Turbulence; Flux (metallurgy); Meteorology; Climatology; Geology; Physics; Ecosystem","score_opus":0.03111093895975763,"score_gpt":0.3159732999906559,"score_spread":0.28486236103089824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922186835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985753,0.000020003927,0.0011075479,0.000005905524,0.0000026971763,0.0000038529,0.000084776104,0.000018766501,0.0001810334],"genre_scores_gemma":[0.9986796,0.000016826794,0.0011390059,0.0000032189746,0.0000023656792,0.0000031295385,0.0001192596,0.0000034061522,0.000033199158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998884,0.000011673205,0.0000050165772,0.000028761293,0.00003621521,0.000029874229],"domain_scores_gemma":[0.9997645,0.000059167905,0.000040169703,0.000022889186,0.00008797531,0.000025278025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929251,0.000205399,0.00017149076,0.00092934864,0.000318831,0.00029085967,0.00018618086,0.00019105767,0.00021067666],"category_scores_gemma":[0.00065639254,0.00009852455,0.00019665984,0.0007301512,0.00017880858,0.00020902933,0.0001803663,0.00015967211,0.000031650427],"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":[0.000753581,0.00036444116,0.6571755,0.00010573767,0.00018577266,0.00090840424,0.0009772112,0.019194094,0.2158786,0.00055894273,0.00062308623,0.10327462],"study_design_scores_gemma":[0.000013680463,0.000060562674,0.9695488,0.000005172985,0.00003062772,0.00012685217,0.0002531498,0.025843984,0.0037602554,0.00011655695,0.00022591125,0.000014453859],"about_ca_topic_score_codex":0.029850196,"about_ca_topic_score_gemma":0.032064464,"teacher_disagreement_score":0.029850196,"about_ca_system_score_codex":0.0003492621,"about_ca_system_score_gemma":0.00018340819,"threshold_uncertainty_score":0.059352875},"labels":[],"label_agreement":null},{"id":"W1963712335","doi":"10.1016/j.jweia.2004.07.007","title":"The UWO contribution to the NIST aerodynamic database for wind loads on low buildings: Part 2. Comparison of data with wind load provisions","year":2004,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Eurocode; NIST; Aerodynamics; Building code; Wind tunnel; Engineering; Wind engineering; Roof; Structural engineering; Terrain; National standard; Civil engineering; Database; Computer science; Geography; Cartography","score_opus":0.022421492109116887,"score_gpt":0.25379335007417453,"score_spread":0.23137185796505763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963712335","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17974493,0.0013612028,0.016821204,0.00048750566,0.0007475553,0.0005779431,0.7530325,0.003881913,0.043345306],"genre_scores_gemma":[0.2345553,0.0006956717,0.019384108,0.00021887277,0.00026783752,0.0005533398,0.73543173,0.0008252431,0.008067948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99545836,0.00037531974,0.00055526436,0.00034563284,0.002944128,0.0003212986],"domain_scores_gemma":[0.98823255,0.0010150998,0.0010632181,0.0019616224,0.0071317405,0.00059579173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029119332,0.0010684248,0.0015169805,0.009522975,0.0015855763,0.0016717726,0.0017188935,0.0010729266,0.0050859405],"category_scores_gemma":[0.007275709,0.00059698534,0.0009083318,0.009401201,0.00024166652,0.0014446706,0.0019070393,0.0007734029,0.0054967585],"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":[0.0018131626,0.001903381,0.39270988,0.0013530515,0.0005013135,0.00035456356,0.00042054415,0.01356124,0.022691596,0.0025835289,0.28349552,0.27861235],"study_design_scores_gemma":[0.000117468204,0.0005357357,0.69332635,0.000294995,0.0003784592,0.0002728276,0.00040781428,0.013952702,0.020022318,0.0009481596,0.2695627,0.0001805025],"about_ca_topic_score_codex":0.07353716,"about_ca_topic_score_gemma":0.10496724,"teacher_disagreement_score":0.07353716,"about_ca_system_score_codex":0.0009965526,"about_ca_system_score_gemma":0.0037905104,"threshold_uncertainty_score":0.1462183},"labels":[],"label_agreement":null},{"id":"W1964379274","doi":"10.1007/s10546-004-1987-1","title":"Numerical modelling of the turbulent flow developing within and over a 3-d building array, part iii: a istributed drag force approach, its implementation and application","year":2004,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Turbulence; Drag; Mechanics; Drag coefficient; Turbulence kinetic energy; Computational fluid dynamics; Physics; Wind speed; Parasitic drag; Dissipation; Mean flow; K-omega turbulence model; Turbulence modeling; K-epsilon turbulence model; Reynolds number; Classical mechanics; Meteorology; Thermodynamics","score_opus":0.020533412401050326,"score_gpt":0.25161633986777043,"score_spread":0.2310829274667201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964379274","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":[0.18922295,0.0005320742,0.8019584,0.00016722901,0.00010302652,0.00008839647,0.00014446609,0.00056098425,0.0072225686],"genre_scores_gemma":[0.9139742,0.0005029596,0.08051596,0.000043033477,0.000048653506,0.00016376615,0.0001558787,0.00012533332,0.004470095],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983907,0.000042980882,0.000012498921,0.0000262782,0.000050794337,0.000028408873],"domain_scores_gemma":[0.9997222,0.00012961618,0.000040692415,0.00003136323,0.00004535962,0.000030763826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871422,0.0006640064,0.00067753927,0.00040085518,0.0006414656,0.0011361901,0.0009166686,0.0014588778,0.0009339637],"category_scores_gemma":[0.0008732553,0.00048365726,0.00082067354,0.00042644603,0.0009107721,0.00062240876,0.00070923666,0.0006299999,0.00026141826],"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":[0.000012317704,0.000020932172,0.00060897006,0.000023704984,0.000007711516,0.000033249493,0.000046101504,0.9883469,0.0040237918,0.0012347514,0.00011030757,0.0055313054],"study_design_scores_gemma":[0.0000026056805,0.000008075121,0.00025836087,0.000002153549,0.0000015527567,0.000006740064,0.000008195123,0.9988601,0.00051465345,0.00017092757,0.0001627615,0.0000037455013],"about_ca_topic_score_codex":0.012290345,"about_ca_topic_score_gemma":0.006094147,"teacher_disagreement_score":0.012290345,"about_ca_system_score_codex":0.00053055276,"about_ca_system_score_gemma":0.0007110813,"threshold_uncertainty_score":0.024437666},"labels":[],"label_agreement":null},{"id":"W1964422422","doi":"10.1061/(asce)st.1943-541x.0001001","title":"Comparisons of Two Wind Tunnel Pressure Databases and Partial Validation against Full-Scale Measurements","year":2014,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"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":"Aerodynamics; Wind tunnel; Computer science; Database; Scale (ratio); Aerospace engineering; Engineering","score_opus":0.020976730765025542,"score_gpt":0.23830781735782108,"score_spread":0.21733108659279554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964422422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93140864,0.00029422875,0.044224583,0.00007247966,0.000079905294,0.00026813016,0.01584352,0.0028247333,0.0049838326],"genre_scores_gemma":[0.9510187,0.00015397299,0.02382496,0.000027954906,0.000013464277,0.0003235605,0.024005543,0.00016247595,0.00046936894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99549854,0.001040074,0.00061674963,0.00082264235,0.0017808194,0.0002412395],"domain_scores_gemma":[0.9850021,0.0047774473,0.0012160685,0.003062932,0.0057245833,0.00021698301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005523332,0.0009730375,0.00076291885,0.0031748733,0.00058941153,0.0017083008,0.0017786573,0.0009808881,0.0012606172],"category_scores_gemma":[0.017935367,0.0004477241,0.0007332521,0.003719395,0.00039795597,0.0018743264,0.0011669046,0.0005076165,0.00065009086],"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":[0.0044981246,0.0030178223,0.27617607,0.0017439284,0.0011345654,0.00073760655,0.001211809,0.36526942,0.037998527,0.0040380573,0.011554961,0.29261905],"study_design_scores_gemma":[0.00031672,0.0013288397,0.31511238,0.00022546225,0.00020082618,0.0004485174,0.0010632634,0.6264374,0.044981867,0.0010772618,0.008621724,0.00018570799],"about_ca_topic_score_codex":0.008519146,"about_ca_topic_score_gemma":0.006596306,"teacher_disagreement_score":0.008519146,"about_ca_system_score_codex":0.0006737056,"about_ca_system_score_gemma":0.0008287687,"threshold_uncertainty_score":0.029210567},"labels":[],"label_agreement":null},{"id":"W1964780572","doi":"10.1115/1.3153363","title":"Numerical Simulation of Flow Past Multiple Porous Cylinders","year":2009,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ford Motor Company (Canada)","funders":"","keywords":"Laminar flow; Cylinder; Reynolds number; Mechanics; Porosity; Materials science; Flow (mathematics); Porous medium; Particle (ecology); Geometry; Turbulence; Physics; Composite material; Mathematics; Geology","score_opus":0.007646260401101128,"score_gpt":0.2089979392278329,"score_spread":0.20135167882673177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964780572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9118509,0.000211931,0.07774565,0.00015323173,0.00005062326,0.000073927986,0.00019246215,0.0002579671,0.009463225],"genre_scores_gemma":[0.97120845,0.000106960644,0.026281264,0.000019884663,0.000008430607,0.000075341166,0.00010366764,0.000015012436,0.002181034],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998242,0.000027134303,0.000011212324,0.000029561226,0.00005760675,0.000050325827],"domain_scores_gemma":[0.99941456,0.00029251253,0.00008629042,0.000039195522,0.00010317943,0.00006433508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003381246,0.00030720604,0.0006520281,0.00052880135,0.00060026656,0.00069138996,0.00066731864,0.0010088264,0.0013165615],"category_scores_gemma":[0.0010746226,0.00027179212,0.00042311102,0.00060203474,0.00075223844,0.0005243516,0.0005622767,0.00036632878,0.0001403564],"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":[0.000063968735,0.000040695024,0.0010302354,0.000033829827,0.000008819871,0.00011221137,0.00006647276,0.9873877,0.006378094,0.0019259533,0.00007546026,0.0028765353],"study_design_scores_gemma":[0.00001095717,0.000025296715,0.00016831611,0.0000026190964,0.0000020601271,0.000013790689,0.000014798355,0.9984144,0.0009854488,0.00020422752,0.00015404908,0.0000040122327],"about_ca_topic_score_codex":0.008964291,"about_ca_topic_score_gemma":0.0035613296,"teacher_disagreement_score":0.008964291,"about_ca_system_score_codex":0.0006804438,"about_ca_system_score_gemma":0.0010364165,"threshold_uncertainty_score":0.017824233},"labels":[],"label_agreement":null},{"id":"W1964954840","doi":"10.1007/s10546-008-9347-1","title":"Probabilistic Model for Concentration Fluctuations in Compact-Source Plumes in an Urban Environment","year":2009,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Defence Research and Development Canada","funders":"","keywords":"Probabilistic logic; Environmental science; Statistical physics; Computer science; Meteorology; Physics; Statistics; Mathematics","score_opus":0.021467275044531893,"score_gpt":0.25633457629489526,"score_spread":0.23486730125036337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964954840","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":[0.26293117,0.00082162925,0.7300671,0.0014624988,0.00013115551,0.00013845888,0.0010718913,0.0006290177,0.0027471194],"genre_scores_gemma":[0.979653,0.00042074895,0.013378422,0.00010551939,0.000098989134,0.0001600485,0.0006370167,0.00009782291,0.0054483893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988777,0.0003694945,0.000057188812,0.00026594446,0.00022890563,0.00020088004],"domain_scores_gemma":[0.99207,0.0055889683,0.0009783268,0.00019768027,0.00082343066,0.00034160863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034737298,0.0014610452,0.0023405054,0.0018057817,0.0010466824,0.002330731,0.00439967,0.0030794058,0.0018436621],"category_scores_gemma":[0.009718815,0.0014787462,0.001502835,0.0019151033,0.0030092874,0.002854826,0.0018026711,0.0019276389,0.0002494258],"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":[0.00003391336,0.000016972055,0.00055446866,0.000013227005,0.000019773526,0.00003109181,0.000020570415,0.9910035,0.0002146309,0.0073088836,0.00014018502,0.000642827],"study_design_scores_gemma":[0.0000051915486,0.0000036745826,0.00009641355,0.0000010239431,0.0000031909744,0.000003516099,0.0000026448204,0.99863297,0.000025701685,0.001200997,0.00001983044,0.0000047831263],"about_ca_topic_score_codex":0.0376885,"about_ca_topic_score_gemma":0.020172752,"teacher_disagreement_score":0.0376885,"about_ca_system_score_codex":0.0025833482,"about_ca_system_score_gemma":0.0016564573,"threshold_uncertainty_score":0.07493824},"labels":[],"label_agreement":null},{"id":"W1964990752","doi":"10.1016/j.rser.2014.10.008","title":"Comparing meshless local Petrov–Galerkin and artificial neural networks methods for modeling heat transfer in cisterns","year":2014,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Memorial University of Newfoundland","funders":"","keywords":"Petrov–Galerkin method; Cistern; Artificial neural network; Galerkin method; Applied mathematics; Computer science; Artificial intelligence; Mathematics; Engineering; Finite element method; Structural engineering; Geography","score_opus":0.0327511271214523,"score_gpt":0.2830879575142363,"score_spread":0.25033683039278404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964990752","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":[0.38867003,0.0012478976,0.6020589,0.00038035866,0.000118783326,0.00008787641,0.00014702066,0.00040369752,0.006885498],"genre_scores_gemma":[0.9693625,0.0003573133,0.027994392,0.000032898683,0.000025763631,0.0000841283,0.00009120813,0.0000447428,0.00200707],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978274,0.000105712345,0.000013828937,0.000031769763,0.000045866804,0.000020026682],"domain_scores_gemma":[0.9992138,0.00055434025,0.000068008536,0.000039581162,0.00009949308,0.000024778921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062432175,0.00077904196,0.00063972897,0.00043494737,0.0002793768,0.0006807418,0.0008956259,0.0010590849,0.0006900464],"category_scores_gemma":[0.0014887481,0.0002911185,0.00067170087,0.00043140608,0.00052237615,0.0008483887,0.00046322885,0.00068099523,0.00012829034],"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":[0.000025071833,0.00001839264,0.00047931916,0.000022169748,0.000009116904,0.000016519542,0.000012983277,0.9944354,0.0004930877,0.00038473352,0.000035027377,0.0040681986],"study_design_scores_gemma":[0.0000011679571,0.0000055631285,0.000052951345,0.0000011553961,8.6788657e-7,0.0000011589464,0.0000030486362,0.99970067,0.00012020271,0.00008636914,0.000025844676,0.0000010889725],"about_ca_topic_score_codex":0.010355522,"about_ca_topic_score_gemma":0.004710402,"teacher_disagreement_score":0.010355522,"about_ca_system_score_codex":0.00054933573,"about_ca_system_score_gemma":0.0005242272,"threshold_uncertainty_score":0.020590484},"labels":[],"label_agreement":null},{"id":"W1965092317","doi":"10.1061/41171(401)31","title":"Wind-Induced Torsional Loads on Low-Rise Buildings","year":2011,"lang":"en","type":"article","venue":"Structures Congress 2011","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Concordia University","funders":"","keywords":"Aerodynamics; Terrain; Low-rise; Wind tunnel; Roof; Wind engineering; Building model; Wind shear; Scale model; Torsion (gastropod); Structural engineering; Wind speed; Environmental science; Geology; Marine engineering; Meteorology; Geotechnical engineering; Engineering; Geography; Simulation; Aerospace engineering","score_opus":0.017460851548375914,"score_gpt":0.22471503300791237,"score_spread":0.20725418145953645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965092317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99914587,0.000012597081,0.00046118457,0.0000018027946,0.0000018259233,0.0000070560322,0.000027564562,0.000013388516,0.00032869537],"genre_scores_gemma":[0.9995426,0.000012774012,0.00021235496,0.0000017780828,9.0359447e-7,0.0000032921116,0.00005731968,0.0000041554404,0.0001648094],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970895,0.00004708776,0.000012582874,0.000022411512,0.00014209593,0.00006678882],"domain_scores_gemma":[0.99960726,0.00011336304,0.000056134406,0.000044182085,0.00011968546,0.00005950432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024586124,0.00039898575,0.00025928082,0.0004957077,0.00033043613,0.00021845275,0.0002416232,0.00023306119,0.002062404],"category_scores_gemma":[0.0005838978,0.0001783905,0.00024555624,0.00016504168,0.00032167445,0.00020094284,0.00030846157,0.00022006707,0.00028538593],"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":[0.0011840789,0.00046995914,0.0863076,0.00024251401,0.00005382243,0.0011850316,0.0009553811,0.032303113,0.84317446,0.00025172965,0.00027718348,0.033595156],"study_design_scores_gemma":[0.00008660172,0.005911602,0.5837807,0.000061057974,0.00008569439,0.0008822381,0.00140208,0.040682178,0.3654476,0.00023861707,0.001336247,0.000085305124],"about_ca_topic_score_codex":0.0014318587,"about_ca_topic_score_gemma":0.003773547,"teacher_disagreement_score":0.002062404,"about_ca_system_score_codex":0.00014873917,"about_ca_system_score_gemma":0.0001288742,"threshold_uncertainty_score":0.006899476},"labels":[],"label_agreement":null},{"id":"W1965354343","doi":"10.1007/s12273-014-0205-4","title":"Thermo-ventilation study by OpenFOAM of the airflow in a cavity with heated floor","year":2014,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Solver; Airflow; Turbulence; Ventilation (architecture); Computational fluid dynamics; Thermal comfort; Thermal; Simulation; Parametric statistics; Indoor air quality; Mechanics; Computer science; Mechanical engineering; Environmental science; Engineering; Meteorology; Physics; Mathematics","score_opus":0.00613196115809636,"score_gpt":0.23231814545750584,"score_spread":0.22618618429940948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965354343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99342656,0.00010030643,0.0032187079,0.00004612391,0.000018036493,0.000016950748,0.0000785366,0.000045857283,0.00304893],"genre_scores_gemma":[0.99884015,0.000030390182,0.000560582,0.0000053557515,0.000004728138,0.000009482379,0.000030219087,0.000010765581,0.00050831836],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998915,0.000029471332,0.000005354659,0.000019932175,0.000019650646,0.000034007295],"domain_scores_gemma":[0.9995627,0.00025399134,0.00003660153,0.000040110914,0.0000558814,0.00005079381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022071933,0.0004377492,0.00078329246,0.0003312,0.00075022824,0.00052016415,0.0005916238,0.0011449559,0.0020314655],"category_scores_gemma":[0.00067945686,0.00029961806,0.0007783125,0.0002729175,0.0007734502,0.0004893697,0.00044299415,0.0005409899,0.000117007],"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":[0.0003530963,0.00030884575,0.009073064,0.00011460844,0.000057283374,0.00056688266,0.00022963926,0.9540591,0.02830149,0.0016370241,0.00025405904,0.005044912],"study_design_scores_gemma":[0.000030075838,0.00013977756,0.003948381,0.0000069929115,0.000015561487,0.000033376047,0.000061403356,0.9923993,0.0030710855,0.00013985956,0.00014205676,0.000012118349],"about_ca_topic_score_codex":0.010110796,"about_ca_topic_score_gemma":0.0038168032,"teacher_disagreement_score":0.010110796,"about_ca_system_score_codex":0.00027462767,"about_ca_system_score_gemma":0.0004500347,"threshold_uncertainty_score":0.020103872},"labels":[],"label_agreement":null},{"id":"W1966394511","doi":"10.1017/s1350482706002106","title":"Mesoscale simulations of atmospheric flow and tracer transport in Phoenix, Arizona","year":2006,"lang":"en","type":"article","venue":"Meteorological Applications","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Science Foundation","keywords":"Mesoscale meteorology; Phoenix; Environmental science; Population; Terrain; Atmospheric sciences; Meteorology; Planetary boundary layer; Flow (mathematics); Turbulence; Plume; Atmospheric circulation; Geology; Metropolitan area; Geography; Mechanics; Physics","score_opus":0.0072436670914269715,"score_gpt":0.20940813611423106,"score_spread":0.2021644690228041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966394511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958253,0.00003625278,0.0010305537,0.00010656769,0.000014104931,0.000034571767,0.00060637196,0.00010288695,0.0022434043],"genre_scores_gemma":[0.9977939,0.000040711064,0.0010443897,0.000019842806,0.0000043751866,0.000023231776,0.0005019974,0.000009524886,0.00056201284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989283,0.000017968167,0.0000053033827,0.000026685158,0.000018130484,0.000039153107],"domain_scores_gemma":[0.9996996,0.00012121122,0.000028456889,0.000020248894,0.00006444469,0.00006606249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744968,0.0005807603,0.00035061454,0.0004888267,0.00064555235,0.00085941434,0.0010214973,0.00087397115,0.0020356227],"category_scores_gemma":[0.0007650211,0.00025093736,0.00049162295,0.0005675861,0.000621021,0.00039299633,0.0006355652,0.00083078607,0.000116334035],"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":[0.000106456995,0.00014128206,0.01264483,0.000013591996,0.000027475815,0.00014273221,0.000038277067,0.98367864,0.0012252197,0.00045133513,0.00032490364,0.0012052257],"study_design_scores_gemma":[0.00005521749,0.000043741788,0.0074442243,0.0000034893003,0.00001089006,0.0000065516415,0.00006406288,0.99151987,0.00053741393,0.00010297527,0.0002048357,0.0000066620414],"about_ca_topic_score_codex":0.16026053,"about_ca_topic_score_gemma":0.06936859,"teacher_disagreement_score":0.16026053,"about_ca_system_score_codex":0.0022839154,"about_ca_system_score_gemma":0.0011370091,"threshold_uncertainty_score":0.31865543},"labels":[],"label_agreement":null},{"id":"W1966697555","doi":"10.1016/j.jweia.2014.08.005","title":"Storm duration effects on roof-to-wall-connection failures of a residential, wood-frame, gable roof","year":2014,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"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; Institute for Catastrophic Loss Reduction","keywords":"Roof; Storm; Structural engineering; Gable; Geotechnical engineering; Geology; Wind engineering; Engineering; Environmental science","score_opus":0.007083175713934831,"score_gpt":0.19081540703741912,"score_spread":0.1837322313234843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966697555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997851,0.00000786226,0.000027544658,0.0000021859291,0.0000011724372,0.0000017660104,0.000037487964,0.0000028029046,0.0001339742],"genre_scores_gemma":[0.9997793,0.0000067534497,0.000016692726,0.0000013073557,7.23671e-7,9.222842e-7,0.000049709823,0.0000015947454,0.00014307836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985754,0.000025690511,0.000009372358,0.000022962726,0.000031066258,0.000053246804],"domain_scores_gemma":[0.9993326,0.00024127049,0.00009814682,0.00004560092,0.00018741736,0.00009490588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876217,0.00021133736,0.00030875902,0.00044777727,0.00055794494,0.00034678928,0.00028609997,0.00035096952,0.002716202],"category_scores_gemma":[0.0007253426,0.00012495612,0.0003201786,0.00028871212,0.00027359853,0.00019883303,0.00026325262,0.00024819814,0.00027868382],"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":[0.012375343,0.0009713962,0.69816184,0.00016190708,0.0003310823,0.0051641236,0.0021684952,0.053839177,0.19775303,0.00042082623,0.0013484738,0.02730433],"study_design_scores_gemma":[0.00003173949,0.0012638711,0.9759714,0.000009423398,0.00009663659,0.00023556406,0.001277925,0.010458252,0.01023706,0.000055735152,0.00034450775,0.00001795958],"about_ca_topic_score_codex":0.018701289,"about_ca_topic_score_gemma":0.023711244,"teacher_disagreement_score":0.018701289,"about_ca_system_score_codex":0.0005098267,"about_ca_system_score_gemma":0.0002800171,"threshold_uncertainty_score":0.037184834},"labels":[],"label_agreement":null},{"id":"W1966850225","doi":"10.4028/www.scientific.net/amr.726-731.3627","title":"Coupled Simulation and Analysis of Wind Environment around Residential Quarter in Hot Summer and Cold Winter Area in China","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","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":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Cold winter; Quarter (Canadian coin); Environmental science; Meteorology; Containment (computer programming); China; Simulation software; Wind speed; Engineering; Civil engineering; Software; Computer science; Geography","score_opus":0.025002650746542742,"score_gpt":0.31028872333124147,"score_spread":0.28528607258469874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966850225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678564,0.000023245913,0.002040595,0.0000299716,0.0000064574906,0.000007536084,0.00007394452,0.00003931581,0.0009933995],"genre_scores_gemma":[0.9992287,0.000017344888,0.00039510077,0.0000038959306,0.0000014356391,0.000005647496,0.000069767375,0.0000060512334,0.00027194273],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986506,0.000025963263,0.000008088003,0.000030095058,0.000021226399,0.000049550315],"domain_scores_gemma":[0.99985695,0.000045469253,0.00001737315,0.000013958226,0.000031003907,0.000035239173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023799104,0.00049493904,0.0005664428,0.00054971175,0.00067797815,0.0005713617,0.00053023576,0.0007020369,0.0009832634],"category_scores_gemma":[0.0003868885,0.00037702135,0.00088391505,0.00056139875,0.00038418968,0.0006054698,0.00041252354,0.00026250147,0.000076453005],"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":[0.00010269904,0.00009741124,0.039724868,0.000027774277,0.00005333584,0.00024552463,0.00014001931,0.9524316,0.0026428048,0.00036071375,0.00019278342,0.0039804666],"study_design_scores_gemma":[0.000014593422,0.00003280991,0.013574542,0.0000018582548,0.000018511966,0.000012142271,0.00012613683,0.98551244,0.00046034882,0.00012920704,0.00010874495,0.000008729701],"about_ca_topic_score_codex":0.073102616,"about_ca_topic_score_gemma":0.052660733,"teacher_disagreement_score":0.073102616,"about_ca_system_score_codex":0.0008685908,"about_ca_system_score_gemma":0.0007908692,"threshold_uncertainty_score":0.14535421},"labels":[],"label_agreement":null},{"id":"W1966963959","doi":"10.1016/j.atmosenv.2009.03.038","title":"Numerical simulation of dispersion around an isolated cubic building: Comparison of various types of k–ɛ models","year":2009,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":233,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Turbulence; Computational fluid dynamics; Roof; Dispersion (optics); Wind tunnel; Oblique case; Mechanics; Diffusion; Flow (mathematics); Atmospheric dispersion modeling; Meteorology; Computer simulation; Standard deviation; Environmental science; Mathematics; Physics; Thermodynamics; Engineering; Statistics; Chemistry; Structural engineering; Optics","score_opus":0.013778911614224452,"score_gpt":0.2513363719177908,"score_spread":0.23755746030356634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966963959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514704,0.0004072165,0.031078415,0.0002986401,0.000130272,0.00007180649,0.00031256324,0.00020860016,0.01602211],"genre_scores_gemma":[0.99399674,0.00013285487,0.0045036,0.000020866677,0.00001615521,0.00003133368,0.00011311832,0.000023275665,0.0011620566],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968207,0.000075552336,0.000026164525,0.000047953552,0.0000688125,0.000099465884],"domain_scores_gemma":[0.9979254,0.0011505788,0.00023200508,0.00015078427,0.00032702612,0.00021416669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006235366,0.00069255393,0.0013234151,0.00086794794,0.0010669561,0.0012539618,0.0020529581,0.0025375905,0.0017870264],"category_scores_gemma":[0.0023051295,0.0006065819,0.001162514,0.0013613844,0.0011823903,0.0010292253,0.0009263398,0.0010827128,0.00023311695],"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":[0.00007257348,0.000053534888,0.0013044522,0.00002226405,0.00001776003,0.00003474133,0.000043788845,0.99609524,0.00033057228,0.00061300397,0.00007348324,0.0013385696],"study_design_scores_gemma":[0.000016351489,0.000022478067,0.00030102496,0.0000041101152,0.0000073421115,0.0000054540815,0.000023663226,0.9993042,0.0001509445,0.0000907362,0.000066822926,0.000006825604],"about_ca_topic_score_codex":0.058621284,"about_ca_topic_score_gemma":0.023854978,"teacher_disagreement_score":0.058621284,"about_ca_system_score_codex":0.0012686477,"about_ca_system_score_gemma":0.0013756977,"threshold_uncertainty_score":0.11656016},"labels":[],"label_agreement":null},{"id":"W1967173808","doi":"10.1016/s0167-6105(02)00161-7","title":"An adaptive exponential model for extreme wind speed estimation","year":2002,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Generalized Pareto distribution; Quantile; Wind speed; Sensitivity (control systems); Mathematics; Pareto principle; Exponential function; Sample size determination; Minification; Extreme value theory; Statistics; Mathematical optimization; Computer science; Engineering; Meteorology","score_opus":0.046947932301184464,"score_gpt":0.21509020827479877,"score_spread":0.1681422759736143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967173808","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":[0.007764596,0.00010915689,0.9916402,0.00005390569,0.000025537563,0.000009431388,0.000025666823,0.000092351715,0.00027920536],"genre_scores_gemma":[0.8330717,0.0007421365,0.15740626,0.00013522858,0.00011703796,0.00019593105,0.00040966604,0.00010678065,0.007815235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995353,0.00017138422,0.000030695777,0.00011556658,0.00010037458,0.000046691424],"domain_scores_gemma":[0.9983468,0.0010926832,0.000118807184,0.00009491169,0.00031557766,0.000031194224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013479667,0.0006422039,0.00090111914,0.0003111449,0.00024848463,0.00057689514,0.0013862745,0.0012664377,0.0018510188],"category_scores_gemma":[0.0055618277,0.0006135079,0.00056803745,0.0005246088,0.00046714232,0.0013992265,0.001032317,0.001584934,0.0005513637],"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":[0.00009521368,0.00003153038,0.00036465973,0.000054607255,0.0000280376,0.000039341583,0.00003108079,0.9532918,0.002055981,0.007451282,0.00040802953,0.03614857],"study_design_scores_gemma":[0.0000046658633,0.000008716988,0.00006956556,0.0000019617107,0.0000029109729,0.0000051063594,0.0000011808777,0.99893004,0.00011813959,0.00074084225,0.00011343932,0.0000034582902],"about_ca_topic_score_codex":0.0042884117,"about_ca_topic_score_gemma":0.0031934574,"teacher_disagreement_score":0.0042884117,"about_ca_system_score_codex":0.00031349776,"about_ca_system_score_gemma":0.00054229866,"threshold_uncertainty_score":0.008526862},"labels":[],"label_agreement":null},{"id":"W1967255467","doi":"10.1177/1420326x13482318","title":"Study of the impact of operation distance of outdoor portable generators under different weather conditions","year":2013,"lang":"en","type":"article","venue":"Indoor and Built Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Centers for Disease Control and Prevention; U.S. Consumer Product Safety Commission","keywords":"Environmental science; Generator (circuit theory); Indoor air quality; Marine engineering; Meteorology; Parametric statistics; Wind speed; Wind direction; Simulation; Automotive engineering; Engineering; Environmental engineering; Mathematics; Geography","score_opus":0.011764299909337665,"score_gpt":0.23636570676835675,"score_spread":0.22460140685901908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967255467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99963117,0.000011528015,0.0001422336,0.0000033212339,0.0000017928558,0.0000032560542,0.000031631334,0.000003419427,0.00017154831],"genre_scores_gemma":[0.9995932,0.000018955912,0.00017042238,0.0000019066352,0.0000010720702,0.000002758667,0.00008055022,0.0000022143993,0.00012891053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976,0.000057210127,0.00001652694,0.00005971444,0.00006503948,0.00004146354],"domain_scores_gemma":[0.9989397,0.0006533791,0.000119609635,0.000074988406,0.00015509962,0.000057287023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023265489,0.00033065103,0.00025945765,0.00031743312,0.00026340378,0.00037755893,0.00028839931,0.00031130985,0.0007331039],"category_scores_gemma":[0.0009018282,0.00013707491,0.0003125011,0.00028651432,0.00019914856,0.0003609068,0.00020377737,0.00026432605,0.00012211554],"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":[0.0044770264,0.0030559623,0.4255289,0.00037458734,0.00036767338,0.0025289918,0.0010579207,0.25394738,0.24758583,0.0004596803,0.0005672419,0.060048915],"study_design_scores_gemma":[0.00013419596,0.01024783,0.7535771,0.000026700332,0.00019609666,0.0007696791,0.0019373946,0.11846296,0.11324745,0.00026280078,0.0010395123,0.0000982189],"about_ca_topic_score_codex":0.0051027127,"about_ca_topic_score_gemma":0.007539498,"teacher_disagreement_score":0.0051027127,"about_ca_system_score_codex":0.00028388473,"about_ca_system_score_gemma":0.00019800475,"threshold_uncertainty_score":0.010146022},"labels":[],"label_agreement":null},{"id":"W1967492164","doi":"10.1016/j.atmosenv.2007.06.054","title":"Turbulent Schmidt numbers for CFD analysis with various types of flowfield","year":2007,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":512,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Reynolds-averaged Navier–Stokes equations; Schmidt number; Computational fluid dynamics; Turbulence; Scalar (mathematics); Mechanics; Reynolds number; Range (aeronautics); Mathematics; Statistical physics; Applied mathematics; Meteorology; Physics; Geometry; Engineering; Aerospace engineering","score_opus":0.004430788033221972,"score_gpt":0.19567726796276647,"score_spread":0.1912464799295445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967492164","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":[0.072171405,0.0009480801,0.916578,0.00019417929,0.00030106268,0.00017430437,0.00036558928,0.0008885933,0.008378771],"genre_scores_gemma":[0.53453964,0.0011126411,0.45484942,0.00006901891,0.00020128276,0.00045941025,0.0007569693,0.0008072442,0.007204354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995733,0.00012112184,0.000037848593,0.000030141933,0.00019652236,0.000041046344],"domain_scores_gemma":[0.9986951,0.00069420814,0.00008546617,0.00019564146,0.00023551224,0.00009411873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011122603,0.0009611941,0.00050023117,0.0014553235,0.0008742944,0.00093428354,0.0010672173,0.0005032828,0.002067849],"category_scores_gemma":[0.004870426,0.00042824622,0.0006651604,0.0011446233,0.0009066072,0.0017539347,0.0009109987,0.0015225738,0.00048615693],"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":[0.00024453673,0.00026442643,0.0033427065,0.0003712032,0.000059553255,0.0001966914,0.0002928729,0.5651504,0.029087583,0.2663563,0.005201475,0.12943229],"study_design_scores_gemma":[0.000015666723,0.000044478733,0.00066946883,0.000020199172,0.000011858421,0.000032794465,0.000024204148,0.97613835,0.0069745285,0.014042925,0.0019940033,0.000031557323],"about_ca_topic_score_codex":0.001903618,"about_ca_topic_score_gemma":0.004397248,"teacher_disagreement_score":0.002067849,"about_ca_system_score_codex":0.0007346215,"about_ca_system_score_gemma":0.0011784093,"threshold_uncertainty_score":0.006917596},"labels":[],"label_agreement":null},{"id":"W1968410910","doi":"10.5539/mas.v9n1p96","title":"Verification of the Squall Wind Formation Quantum Laws in New York","year":2014,"lang":"en","type":"article","venue":"Modern Applied Science","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meteorology; Environmental science; State (computer science); Wind force; Focus (optics); Climatology; Computer science; Geology; Geography; Physics; Algorithm","score_opus":0.016915693922800474,"score_gpt":0.208223488717126,"score_spread":0.19130779479432553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968410910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9546297,0.00014595897,0.035027537,0.0003663275,0.000049926908,0.000031813714,0.00029937984,0.00007490101,0.00937446],"genre_scores_gemma":[0.9946056,0.00007316701,0.0034857492,0.000022739825,0.000014788792,0.000021421558,0.00017917194,0.000011179167,0.0015862033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99970275,0.000033700457,0.000025352678,0.000103855906,0.00008658291,0.00004767747],"domain_scores_gemma":[0.99904615,0.00037797418,0.0001791043,0.0001148882,0.00022844717,0.00005347467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047029866,0.000096588796,0.0002812725,0.000483696,0.00044593497,0.00065349037,0.00030926455,0.00016010294,0.0027291025],"category_scores_gemma":[0.0026813045,0.00017695982,0.00023556441,0.00031974452,0.0010748242,0.0011919178,0.0005858752,0.0005464428,0.00013744268],"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":[0.00039722671,0.00015591542,0.106017366,0.00017757734,0.00010625725,0.000828572,0.002582831,0.023131927,0.026944112,0.7953348,0.0028143642,0.041509062],"study_design_scores_gemma":[0.00013754852,0.00029194655,0.31586358,0.00005976405,0.00006743983,0.00039110228,0.0015655211,0.3162227,0.01795694,0.33143824,0.015850483,0.00015468373],"about_ca_topic_score_codex":0.017842187,"about_ca_topic_score_gemma":0.012994711,"teacher_disagreement_score":0.017842187,"about_ca_system_score_codex":0.00072312646,"about_ca_system_score_gemma":0.0008154615,"threshold_uncertainty_score":0.035476625},"labels":[],"label_agreement":null},{"id":"W1968516770","doi":"10.1016/j.jweia.2012.02.027","title":"Designing for pedestrian comfort in response to local climate","year":2012,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pedestrian; Architectural engineering; Environmental science; Computer science; Environmental planning; Transport engineering; Engineering","score_opus":0.018817986072681116,"score_gpt":0.22597453656903,"score_spread":0.20715655049634887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968516770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8543812,0.00014273028,0.1320714,0.00017461799,0.000051844756,0.00007298088,0.000051672585,0.00034241728,0.012711085],"genre_scores_gemma":[0.9932327,0.000026838885,0.005824331,0.000017291592,0.000005036504,0.000012606693,0.000013996147,0.000024836047,0.00084236247],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970764,0.00013150107,0.000008489047,0.00003188846,0.000045773257,0.00007466499],"domain_scores_gemma":[0.99970883,0.00010100826,0.000027305086,0.00003487494,0.000079291895,0.000048739148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050228095,0.00053540914,0.0003417222,0.00033207895,0.00082232093,0.000823682,0.00036314115,0.00041999947,0.0043632747],"category_scores_gemma":[0.0010446004,0.000254241,0.00038628245,0.00017321715,0.00023959958,0.0005457451,0.0006959862,0.000264473,0.0005733029],"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":[0.0022990562,0.0010729433,0.099591464,0.00064827944,0.0002997978,0.0019558112,0.008362062,0.24147962,0.3717128,0.010221097,0.0052635805,0.25709346],"study_design_scores_gemma":[0.00021156021,0.005067787,0.14092778,0.00019256992,0.0007357403,0.0018687359,0.022007126,0.6756696,0.11780001,0.0118735265,0.023439774,0.00020582922],"about_ca_topic_score_codex":0.0011247274,"about_ca_topic_score_gemma":0.003229206,"teacher_disagreement_score":0.0043632747,"about_ca_system_score_codex":0.00020054758,"about_ca_system_score_gemma":0.00028461046,"threshold_uncertainty_score":0.014596581},"labels":[],"label_agreement":null},{"id":"W1968594682","doi":"10.1016/j.advengsoft.2014.05.002","title":"Wind flow simulations on idealized and real complex terrain using various turbulence models","year":2014,"lang":"en","type":"article","venue":"Advances in Engineering Software","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Turbulence; Reynolds-averaged Navier–Stokes equations; K-epsilon turbulence model; Turbulence modeling; Computational fluid dynamics; Reynolds stress equation model; Wake; K-omega turbulence model; Terrain; Mechanics; Turbulence kinetic energy; Meteorology; Mixing (physics); Scale (ratio); Physics; Geography","score_opus":0.01171729779222524,"score_gpt":0.2397025001762267,"score_spread":0.22798520238400147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968594682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510448,0.00021231979,0.04189545,0.00017557836,0.00006401779,0.000056051358,0.000512639,0.00026506663,0.005773964],"genre_scores_gemma":[0.9897243,0.00011548556,0.009062086,0.000018564504,0.000012374613,0.000037275946,0.0002441917,0.00004268824,0.00074308313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977154,0.000081465136,0.000022816643,0.000031062875,0.0000464185,0.000046867055],"domain_scores_gemma":[0.99878067,0.0007880017,0.000102528094,0.000088962406,0.00015754571,0.00008237083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047622004,0.0005246588,0.0006656633,0.00071750174,0.0006087233,0.0007807509,0.0007109502,0.0009229911,0.0017526627],"category_scores_gemma":[0.0021915545,0.0003306003,0.0005831704,0.0009996864,0.0007139981,0.0009530077,0.0004166017,0.000566323,0.0001269786],"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":[0.00004063201,0.000043729815,0.0013109808,0.00002078758,0.000010548417,0.00003945245,0.000037254533,0.9956806,0.0005623872,0.00097593525,0.00008995334,0.0011877918],"study_design_scores_gemma":[0.000018218709,0.000021074296,0.0004675733,0.0000034980517,0.000003900156,0.0000071908757,0.00002200985,0.9988111,0.00028497004,0.0002706761,0.00008433867,0.00000548804],"about_ca_topic_score_codex":0.016528951,"about_ca_topic_score_gemma":0.012697212,"teacher_disagreement_score":0.016528951,"about_ca_system_score_codex":0.00048433102,"about_ca_system_score_gemma":0.0006975384,"threshold_uncertainty_score":0.032865524},"labels":[],"label_agreement":null},{"id":"W1969125829","doi":"10.1021/ie050624j","title":"Experimental Investigation of Flow Field in Annular Ultraviolet Reactors Using Particle Image Velocimetry (PIV)","year":2005,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Particle image velocimetry; Mechanics; Annulus (botany); Inlet; Flow (mathematics); Ultraviolet; Materials science; Particle (ecology); Chemical reactor; Nuclear engineering; Physics; Thermodynamics; Turbulence; Mechanical engineering; Geology; Engineering","score_opus":0.06335712204776701,"score_gpt":0.3148332498315661,"score_spread":0.2514761277837991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969125829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716455,0.00046491847,0.02644829,0.000037497575,0.000022556069,0.0000816262,0.0001695315,0.00015157596,0.0009785676],"genre_scores_gemma":[0.9629933,0.0006224697,0.035547327,0.000020767679,0.000013975934,0.000108100954,0.00016407894,0.00002435599,0.00050555513],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995664,0.000083082974,0.000029216479,0.000108713386,0.00012541052,0.00008726115],"domain_scores_gemma":[0.9994887,0.00025695233,0.00007442018,0.000042939446,0.000085274514,0.000051597748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009801269,0.00038725694,0.0005418192,0.0002642333,0.00065423694,0.000507321,0.00046903617,0.0004675461,0.000431884],"category_scores_gemma":[0.0008489624,0.00027162812,0.00018920851,0.00034761117,0.0007142546,0.00039782873,0.00032660915,0.00074568216,0.00013357811],"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":[0.00025837522,0.000115520605,0.0011122924,0.00009508766,0.0000053720455,0.000057447913,0.00019007533,0.0012234674,0.99265844,0.0003518772,0.00004866863,0.003883493],"study_design_scores_gemma":[0.000025174535,0.00068430864,0.0019822496,0.000008145927,0.000008637604,0.000071579125,0.000045106648,0.00633824,0.99013114,0.00013481057,0.0005545152,0.000016152904],"about_ca_topic_score_codex":0.0015177086,"about_ca_topic_score_gemma":0.00077408686,"teacher_disagreement_score":0.0015177086,"about_ca_system_score_codex":0.00038780816,"about_ca_system_score_gemma":0.0004988912,"threshold_uncertainty_score":0.0051834583},"labels":[],"label_agreement":null},{"id":"W1969854366","doi":"10.1061/(asce)st.1943-541x.118","title":"Analysis of Wind-Induced Clip Loads on Standing Seam Metal Roofs","year":2010,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"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":"Roof; CLIPS; Aerodynamics; Wind tunnel; Structural engineering; Geology; Cladding (metalworking); Wind engineering; Engineering; Geotechnical engineering; Materials science; Aerospace engineering; Computer science","score_opus":0.007287808543343221,"score_gpt":0.22115543405780017,"score_spread":0.21386762551445695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969854366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311405,0.000011957729,0.004154186,0.0000050111576,0.0000042685583,0.000010666243,0.000070102964,0.00006618436,0.0025635958],"genre_scores_gemma":[0.99871373,0.00000938571,0.0006878037,0.0000012494638,0.0000018865351,0.0000035822209,0.000071761555,0.000014072806,0.0004964626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989927,0.0000066887555,0.0000030831943,0.000009326784,0.00005817322,0.00002339495],"domain_scores_gemma":[0.9998029,0.000059116366,0.000025632015,0.000022772836,0.00006742358,0.000022158534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121834884,0.0002480335,0.00018053733,0.00047161223,0.0003089516,0.0002597012,0.0003133173,0.00019916148,0.0022020116],"category_scores_gemma":[0.00048211598,0.00014697279,0.00026936075,0.0002704237,0.00019795114,0.00018956806,0.0002100074,0.00018131158,0.00028301697],"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":[0.0013481511,0.00026394712,0.08938318,0.0003038021,0.000113286034,0.0030957437,0.00053542043,0.4807399,0.31828204,0.0021796436,0.0014447613,0.102310084],"study_design_scores_gemma":[0.00003202735,0.00044804064,0.1995706,0.000020909873,0.00003284422,0.00024587527,0.0004239939,0.7275748,0.070347056,0.00031505097,0.0009558632,0.000032972108],"about_ca_topic_score_codex":0.0036485097,"about_ca_topic_score_gemma":0.00466186,"teacher_disagreement_score":0.0036485097,"about_ca_system_score_codex":0.00024104587,"about_ca_system_score_gemma":0.00027282123,"threshold_uncertainty_score":0.007366419},"labels":[],"label_agreement":null},{"id":"W1970338817","doi":"10.1175/jcli-d-13-00286.1","title":"At What Time of Day Do Daily Extreme Near-Surface Wind Speeds Occur?","year":2014,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sunrise; Environmental science; Wind speed; Climatology; Extreme value theory; Autocorrelation; Meteorology; Series (stratigraphy); Momentum (technical analysis); Atmospheric sciences; Boundary layer; Global wind patterns; Geology; Mathematics; Statistics; Physics; Mechanics","score_opus":0.012791129928921625,"score_gpt":0.2269260506650082,"score_spread":0.2141349207360866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970338817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986992,0.000058178866,0.0003990322,0.000021395623,0.0000037731538,0.0000031823786,0.00019444976,0.0000061343585,0.0006146144],"genre_scores_gemma":[0.99964297,0.000016893104,0.000059201237,0.0000030523265,0.0000035755215,0.0000011474281,0.00017786297,0.0000017062569,0.000093636954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99988437,0.000019500672,0.000009294732,0.00004210555,0.000017701866,0.000026991092],"domain_scores_gemma":[0.9994104,0.00021333584,0.00019845717,0.000033519045,0.00006620519,0.000078057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026652767,0.00007849805,0.00020803617,0.0004899944,0.00015239311,0.0005537835,0.00012447604,0.00025669349,0.00093298167],"category_scores_gemma":[0.0016207573,0.0000873481,0.00014859726,0.00040284835,0.00017784328,0.00033948073,0.00013509746,0.00013427231,0.00018341413],"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":[0.00022244234,0.000036522866,0.9803285,0.000025333755,0.000085590276,0.00017531846,0.00024175747,0.0022616573,0.0085396515,0.00038451582,0.00035833515,0.007340409],"study_design_scores_gemma":[0.0000034081202,0.000032288073,0.9962441,0.0000044672615,0.000009275371,0.00007768817,0.00023692865,0.002526099,0.0003596752,0.0002543651,0.00024668232,0.000005124535],"about_ca_topic_score_codex":0.0029552702,"about_ca_topic_score_gemma":0.0061295168,"teacher_disagreement_score":0.0029552702,"about_ca_system_score_codex":0.00014078908,"about_ca_system_score_gemma":0.000087146764,"threshold_uncertainty_score":0.005876124},"labels":[],"label_agreement":null},{"id":"W1970674267","doi":"10.1016/j.atmosenv.2007.03.047","title":"A simple network approach to modelling dispersion among large groups of obstacles","year":2007,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coanda Research and Development Corporation (Canada)","funders":"Engineering and Physical Sciences Research Council; University of Alberta","keywords":"TRACER; Obstacle; Dispersion (optics); Advection; Range (aeronautics); Row; Atmospheric dispersion modeling; Aerodynamics; Flow (mathematics); Mechanics; Slippage; Meteorology; Environmental science; Computer science; Engineering; Physics; Geography; Structural engineering","score_opus":0.008105643114272474,"score_gpt":0.18832449926452557,"score_spread":0.1802188561502531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970674267","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":[0.037727877,0.0003026006,0.95282376,0.00044295876,0.00017409367,0.00010843816,0.0005520102,0.00020539401,0.0076628546],"genre_scores_gemma":[0.7106599,0.0014882783,0.24076119,0.0002125847,0.00040612934,0.0006599754,0.000975439,0.0001957326,0.044640694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944586,0.00015782664,0.00003479628,0.00014928025,0.00014420964,0.00006811079],"domain_scores_gemma":[0.9985979,0.00080459734,0.00015927046,0.000100339654,0.00022914047,0.0001087206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007852094,0.0010533058,0.001331873,0.0017752866,0.00145923,0.0017401943,0.0032067937,0.0035106959,0.00414147],"category_scores_gemma":[0.0040011844,0.0011629392,0.0016551237,0.0031012031,0.0011675495,0.0031084926,0.0016662445,0.0016031234,0.00074147235],"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":[0.0000056313797,0.000014527474,0.00022827533,0.000011117916,0.000012506661,0.00003184922,0.00001997488,0.99099267,0.00014703479,0.006619817,0.0001810939,0.0017355825],"study_design_scores_gemma":[0.0000035945793,0.000005050904,0.000059951377,0.0000019872934,0.000005459429,0.000009620914,0.0000070367637,0.996407,0.000032308173,0.0031366625,0.00032647746,0.000004757509],"about_ca_topic_score_codex":0.042864177,"about_ca_topic_score_gemma":0.03108465,"teacher_disagreement_score":0.042864177,"about_ca_system_score_codex":0.0014425438,"about_ca_system_score_gemma":0.0010112812,"threshold_uncertainty_score":0.08522934},"labels":[],"label_agreement":null},{"id":"W1971823886","doi":"10.1117/12.425181","title":"Use of a rapid-scanning backscatter LIDAR to validate dispersion models","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Lidar; Backscatter (email); Plume; Dispersion (optics); Environmental science; Remote sensing; Atmospheric dispersion modeling; Wind speed; Optics; Flux (metallurgy); Aerosol; Materials science; Meteorology; Physics; Geology; Computer science; Air pollution; Telecommunications; Chemistry","score_opus":0.01972922336955157,"score_gpt":0.2253341509364825,"score_spread":0.20560492756693094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971823886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8663361,0.0013229436,0.11243524,0.00047975956,0.00010259971,0.00019107792,0.0015483262,0.0023016054,0.015282232],"genre_scores_gemma":[0.8810524,0.0006015013,0.116299294,0.000079524354,0.000021351538,0.00006551796,0.00077522796,0.00013328495,0.0009719625],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936134,0.00012531725,0.00003662481,0.000087597495,0.00034609053,0.000043045733],"domain_scores_gemma":[0.99907887,0.00030256694,0.00005109802,0.0001344538,0.0003994497,0.000033541564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012845822,0.0004661368,0.00032364746,0.0009074239,0.0007034765,0.0007280886,0.0007791381,0.00057024363,0.00056704594],"category_scores_gemma":[0.0014987227,0.00019653837,0.0002857543,0.0006616249,0.00028693012,0.0008133418,0.000569777,0.0004998218,0.00029104715],"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":[0.00040337144,0.0005541842,0.13326211,0.00053505757,0.00025723217,0.000701991,0.00068087276,0.24912444,0.19826798,0.00970949,0.003121557,0.4033817],"study_design_scores_gemma":[0.00013928075,0.0010554596,0.028118432,0.00011501588,0.0001167919,0.00040991075,0.00032269215,0.7408654,0.20458353,0.0036791076,0.020474225,0.00012017565],"about_ca_topic_score_codex":0.008135829,"about_ca_topic_score_gemma":0.010675124,"teacher_disagreement_score":0.008135829,"about_ca_system_score_codex":0.00090805703,"about_ca_system_score_gemma":0.0005696819,"threshold_uncertainty_score":0.016176939},"labels":[],"label_agreement":null},{"id":"W1972668573","doi":"10.1016/j.enbuild.2014.02.020","title":"An approach to determine infiltration characteristics of building entrance equipped with air curtains","year":2014,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Infiltration (HVAC); Airflow; Environmental science; Parametric statistics; Air change; Low-pressure area; Meteorology; Atmospheric pressure; Engineering; Mechanical engineering; Mathematics; Ventilation (architecture); Geography","score_opus":0.006079535540905476,"score_gpt":0.1982799832331609,"score_spread":0.19220044769225542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972668573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798007,0.00006907071,0.01005484,0.0000036901124,0.000006507993,0.00003303365,0.00008636186,0.00006485315,0.0017015338],"genre_scores_gemma":[0.99281985,0.000057571888,0.005938962,0.000005583825,0.000002782751,0.000025349236,0.00012481282,0.000011997289,0.0010131537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999843,0.000022410755,0.000005897107,0.000037975602,0.00006197955,0.000028764565],"domain_scores_gemma":[0.9997694,0.000053263793,0.000037946997,0.000014486133,0.00010084449,0.000024134453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023128913,0.00031687526,0.00027257373,0.0007829164,0.00036763074,0.00033933882,0.00026812727,0.00032640653,0.0010905281],"category_scores_gemma":[0.0002823058,0.00016802034,0.0002736267,0.000511516,0.00020560905,0.00026118485,0.00025452403,0.00029928432,0.00028458712],"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":[0.00069404754,0.00034400352,0.090815015,0.00011632058,0.000023391882,0.00014692327,0.00060399144,0.0023602871,0.8756608,0.00028576094,0.00013555927,0.02881382],"study_design_scores_gemma":[0.000050487586,0.0032679925,0.5349688,0.000029253208,0.00012905139,0.0005127199,0.001539636,0.029426327,0.4268215,0.00017285411,0.0030138704,0.00006756997],"about_ca_topic_score_codex":0.0022830367,"about_ca_topic_score_gemma":0.0036480192,"teacher_disagreement_score":0.0022830367,"about_ca_system_score_codex":0.00017495023,"about_ca_system_score_gemma":0.0002804387,"threshold_uncertainty_score":0.0045394897},"labels":[],"label_agreement":null},{"id":"W1973003846","doi":"10.2514/6.2010-1373","title":"k-E Simulations of the Neutral ABL: Achieving Horizontal Homogeneity on Practical Grids","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Wind and Air Flow Studies","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":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Homogeneity (statistics); Computer science","score_opus":0.018457858383725274,"score_gpt":0.27771322080257427,"score_spread":0.259255362418849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973003846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95388925,0.00009455276,0.034729976,0.00022131213,0.000038782287,0.00005473014,0.00050328637,0.0004717234,0.009996452],"genre_scores_gemma":[0.99064016,0.000042034833,0.00843031,0.00002344934,0.0000057959987,0.000029414727,0.00014994452,0.00003888499,0.00064010714],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998568,0.000036700745,0.000010944303,0.000017483193,0.00003254745,0.00004546487],"domain_scores_gemma":[0.99961287,0.00017608583,0.000049279835,0.0000614779,0.00005144191,0.00004880586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744573,0.00036679828,0.00053643074,0.00021716786,0.00040129796,0.00060504465,0.0005846716,0.00077203184,0.0017137555],"category_scores_gemma":[0.0015389366,0.0001739668,0.0002697614,0.00034777357,0.00079020625,0.0006621141,0.0008636502,0.0005624959,0.00018300502],"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":[0.000119856224,0.00007754153,0.003329427,0.000049949598,0.0000151018585,0.00012389247,0.00010468971,0.97990674,0.006851052,0.0047291853,0.0004999482,0.004192659],"study_design_scores_gemma":[0.00003254522,0.000031055602,0.00070208026,0.0000038584635,0.0000022009679,0.000011299943,0.000041144343,0.9970156,0.0012510916,0.00068699056,0.00021556449,0.0000065143527],"about_ca_topic_score_codex":0.0090646995,"about_ca_topic_score_gemma":0.004818292,"teacher_disagreement_score":0.0090646995,"about_ca_system_score_codex":0.00033760202,"about_ca_system_score_gemma":0.0004420701,"threshold_uncertainty_score":0.018023908},"labels":[],"label_agreement":null},{"id":"W1973156202","doi":"10.1179/174327809x442621","title":"Impact of climate change on corrosion risks","year":2010,"lang":"en","type":"article","venue":"Corrosion Engineering Science and Technology The International Journal of Corrosion Processes and Corrosion Control","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Royal Military College of Canada","funders":"","keywords":"Climate change; Corrosion; Environmental science; Toll; Precipitation; Risk analysis (engineering); Forensic engineering; Engineering; Materials science; Geology; Meteorology; Business; Oceanography; Geography; Metallurgy; Medicine","score_opus":0.009133160159510427,"score_gpt":0.25533995428713885,"score_spread":0.24620679412762841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973156202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8547588,0.015058789,0.0044512674,0.011109517,0.0010677704,0.00009851121,0.004245761,0.00013189839,0.10907767],"genre_scores_gemma":[0.9896764,0.0058306013,0.00036738053,0.0005701364,0.0002935761,0.000012940813,0.00043715147,0.000015085112,0.0027968155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991986,0.00026939996,0.000039842063,0.000067908586,0.00019363317,0.00023057818],"domain_scores_gemma":[0.99769896,0.000711277,0.0006421512,0.00011412293,0.0005966409,0.00023679137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007286414,0.00036476372,0.00029893414,0.00065585197,0.00053340447,0.0012207394,0.0002815078,0.0010023729,0.006856618],"category_scores_gemma":[0.0025150795,0.000110247674,0.00089583837,0.0008250614,0.0004315764,0.0007585948,0.0011405825,0.00072310097,0.00061112153],"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":[0.0019024669,0.00037762654,0.7452187,0.0008552398,0.0014325365,0.0034796319,0.0012419267,0.045200083,0.009913225,0.027733967,0.01362266,0.1490219],"study_design_scores_gemma":[0.000026937036,0.0008745409,0.91646963,0.00017137472,0.00038030097,0.0011935831,0.00180156,0.0060285972,0.004496583,0.008980137,0.05946063,0.000116001625],"about_ca_topic_score_codex":0.0073415576,"about_ca_topic_score_gemma":0.005042978,"teacher_disagreement_score":0.0073415576,"about_ca_system_score_codex":0.0005901606,"about_ca_system_score_gemma":0.0005139876,"threshold_uncertainty_score":0.022937655},"labels":[],"label_agreement":null},{"id":"W1974133857","doi":"10.1115/fedsm-icnmm2010-30859","title":"Experimental Measurement of Pressure Pulses From a Pulp Screen Rotor","year":2010,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechanics; Materials science; Reynolds number; Pressure drop; Rotor (electric); Dimensionless quantity; FOIL method; Pulse pressure; Pulse (music); Optics; Acoustics; Turbulence; Physics; Composite material; Mechanical engineering; Engineering","score_opus":0.016849984084867688,"score_gpt":0.22570665064964002,"score_spread":0.20885666656477234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974133857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98707074,0.00027505498,0.011007126,0.000055362456,0.000047853307,0.00006282069,0.00021054069,0.00020063379,0.0010698483],"genre_scores_gemma":[0.98759836,0.00035746186,0.010661052,0.00004692865,0.000021236221,0.00007215782,0.00013307533,0.00003167654,0.0010780293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994273,0.00006814318,0.000043470616,0.0001224269,0.00026679793,0.000071871065],"domain_scores_gemma":[0.99914396,0.0003813424,0.00010377064,0.000057110356,0.00026059436,0.00005320814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004441324,0.00048460462,0.00041488366,0.000340572,0.00034855577,0.00034700407,0.00051135954,0.00095819053,0.0013078507],"category_scores_gemma":[0.00097016036,0.0003142126,0.00023169261,0.00039770492,0.00038303356,0.0004936445,0.00034978276,0.0007088681,0.00029054174],"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":[0.00016938895,0.00008238268,0.0007651921,0.000113026486,0.000006248768,0.00017766714,0.0001503855,0.0005293811,0.99266326,0.00006357661,0.00010661548,0.0051729195],"study_design_scores_gemma":[0.000016365146,0.001164035,0.004542945,0.000008223906,0.000013356791,0.00012729123,0.00011801911,0.003539051,0.98965925,0.00003099842,0.00076491846,0.00001562677],"about_ca_topic_score_codex":0.0002508809,"about_ca_topic_score_gemma":0.00027651226,"teacher_disagreement_score":0.0013078507,"about_ca_system_score_codex":0.00018770219,"about_ca_system_score_gemma":0.00017840564,"threshold_uncertainty_score":0.0043751597},"labels":[],"label_agreement":null},{"id":"W1975127489","doi":"10.1007/s10546-010-9519-7","title":"Flux Footprints in the Convective Boundary Layer: Large-Eddy Simulation and Lagrangian Stochastic Modelling","year":2010,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China","keywords":"Crosswind; Convective Boundary Layer; Footprint; Flux (metallurgy); Mechanics; Large eddy simulation; Planetary boundary layer; Physics; Boundary layer; Turbulence; Eddy covariance; Upstream (networking); Meteorology; Convection; Wind speed; Geometry; Geology; Mathematics; Engineering; Materials science","score_opus":0.01922496875100443,"score_gpt":0.26329150773072024,"score_spread":0.2440665389797158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975127489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92785335,0.00022085395,0.06891053,0.0002498547,0.00004323362,0.000027582757,0.00064370345,0.0005068248,0.0015440847],"genre_scores_gemma":[0.99257857,0.00004436334,0.0067683253,0.000010920408,0.000011391406,0.000014350376,0.00028964307,0.000051914,0.00023056183],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979347,0.0000901295,0.000015540245,0.000044607805,0.00003205414,0.000024261333],"domain_scores_gemma":[0.99778974,0.0014887777,0.00019209505,0.00017631568,0.0002076316,0.00014532132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014951939,0.0003907778,0.00085993565,0.00050653284,0.00064018974,0.0010729745,0.0009783146,0.0012583145,0.00092725153],"category_scores_gemma":[0.004551624,0.00045863696,0.00061444525,0.0007612286,0.0005815834,0.0013025128,0.0003652723,0.00058698497,0.00010476213],"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":[0.000074012765,0.000049132374,0.002488488,0.000008605283,0.000013782608,0.000017975739,0.000019470397,0.99346924,0.0003572669,0.0011662496,0.00011660533,0.0022191934],"study_design_scores_gemma":[0.0000108846625,0.000002684694,0.00038653144,0.0000010284837,0.0000016450803,0.0000016552891,0.0000024641495,0.9991974,0.00008364297,0.00028133317,0.000027708862,0.0000030107174],"about_ca_topic_score_codex":0.03940766,"about_ca_topic_score_gemma":0.026735073,"teacher_disagreement_score":0.03940766,"about_ca_system_score_codex":0.0012152947,"about_ca_system_score_gemma":0.00094592903,"threshold_uncertainty_score":0.078356564},"labels":[],"label_agreement":null},{"id":"W1975289473","doi":"10.1016/j.jweia.2012.03.011","title":"Wind-induced torsional loads on low buildings","year":2012,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Environmental science; Architectural engineering; Marine engineering; Engineering","score_opus":0.013908890697078484,"score_gpt":0.2028757541366313,"score_spread":0.18896686343955282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975289473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631643,0.000044006196,0.0011385523,0.000014496142,0.000006655719,0.000006355245,0.00006432781,0.000017715438,0.0023914338],"genre_scores_gemma":[0.9994753,0.000023187431,0.000051646926,0.0000010512225,0.0000024229441,0.0000017286237,0.000032010925,0.0000053232866,0.0004073231],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986076,0.000030383802,0.0000053693393,0.000009861288,0.00004667488,0.000046827678],"domain_scores_gemma":[0.99974555,0.00011453712,0.000022609882,0.000018062396,0.00006715161,0.000032120817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015037043,0.00036420778,0.00044342663,0.0007074037,0.0004919436,0.00042783652,0.00024487588,0.00025436538,0.0049184714],"category_scores_gemma":[0.00062962866,0.00020978085,0.00023128539,0.00049376005,0.00044359485,0.00030713106,0.00035402772,0.00029203805,0.0005851444],"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":[0.0033356217,0.0007633548,0.10045876,0.00042445384,0.00013529239,0.0035328895,0.0011858472,0.4874807,0.32327816,0.009398293,0.001746084,0.06826049],"study_design_scores_gemma":[0.000115692164,0.0008983165,0.54408085,0.000041562558,0.00010379879,0.00048724897,0.0016549244,0.40196246,0.046791576,0.0022246304,0.0015572826,0.000081583006],"about_ca_topic_score_codex":0.0040300614,"about_ca_topic_score_gemma":0.0048799636,"teacher_disagreement_score":0.0049184714,"about_ca_system_score_codex":0.00030662405,"about_ca_system_score_gemma":0.00021184374,"threshold_uncertainty_score":0.016453981},"labels":[],"label_agreement":null},{"id":"W1975333498","doi":"10.1109/coase.2014.6899462","title":"Applications of data assimilation to forecasting indoor environment","year":2014,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Institute of Standards and Technology","keywords":"Data assimilation; Ensemble Kalman filter; Meteorology; Computer science; Environmental science; Kalman filter; Computation; Numerical weather prediction; Assimilation (phonology); Numerical models; Computer simulation; Simulation; Algorithm; Extended Kalman filter; Artificial intelligence; Geography","score_opus":0.03916673184812324,"score_gpt":0.24896220105642947,"score_spread":0.20979546920830622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975333498","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":[0.119163744,0.0016919881,0.8700748,0.00078998104,0.00017825382,0.000036976304,0.00029119305,0.0008304674,0.0069425222],"genre_scores_gemma":[0.89774543,0.0011996633,0.09992457,0.00004552798,0.00006673309,0.000027821434,0.00020045899,0.00003476068,0.0007549413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986017,0.000034644974,0.000011433159,0.000030094423,0.000052704596,0.000010965871],"domain_scores_gemma":[0.99963474,0.00017336215,0.000030155403,0.00005726961,0.000089124536,0.000015310663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772469,0.00044043642,0.0002867152,0.00035571167,0.00024148637,0.00034296289,0.00028845322,0.00051997503,0.00037911013],"category_scores_gemma":[0.0010141395,0.00023641538,0.00035075846,0.0005374979,0.00025862164,0.00051499193,0.00043068494,0.0005273575,0.00006892621],"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":[0.000025757252,0.000027117634,0.005150228,0.00005240807,0.000039876424,0.000066960536,0.00005504316,0.90950644,0.0055439463,0.004618094,0.0004734584,0.07444063],"study_design_scores_gemma":[0.0000020670348,0.000006660035,0.00076148467,0.0000033914034,0.000004601614,0.000009434636,0.0000105870795,0.9949262,0.0014129656,0.0017887529,0.0010683399,0.0000055339356],"about_ca_topic_score_codex":0.013389246,"about_ca_topic_score_gemma":0.00922122,"teacher_disagreement_score":0.013389246,"about_ca_system_score_codex":0.00036334235,"about_ca_system_score_gemma":0.00048302626,"threshold_uncertainty_score":0.026622653},"labels":[],"label_agreement":null},{"id":"W1975352350","doi":"10.1175/jam2431.1","title":"A Simple Model for Pollution Dispersion in a Convective Boundary Layer","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Environment","keywords":"Convective Boundary Layer; Mechanics; Plume; Convection; Boundary layer; Dispersion (optics); Turbulence; Planetary boundary layer; Meteorology; Buoyancy; Wind shear; Physics; Atmospheric sciences; Optics; Wind speed","score_opus":0.009277090949568866,"score_gpt":0.2366881485189135,"score_spread":0.22741105756934465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975352350","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":[0.4378779,0.0005247169,0.5390182,0.0006427513,0.00020449018,0.00029440885,0.0012681406,0.0008952888,0.019274104],"genre_scores_gemma":[0.9687265,0.00025308275,0.019693019,0.00008372258,0.00007212404,0.00024230713,0.00044311213,0.000060327326,0.010425786],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997733,0.0000376261,0.0000137028555,0.000054946504,0.00007736995,0.00004299757],"domain_scores_gemma":[0.99977356,0.000058338843,0.00003979635,0.000029498673,0.00006727387,0.000031526542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002856252,0.0006241335,0.00068276376,0.0004924912,0.0006841965,0.0010901127,0.001815827,0.0013744681,0.002405282],"category_scores_gemma":[0.0009823794,0.00043060962,0.00082279596,0.00039918645,0.000546515,0.0012529657,0.0006561252,0.0006421354,0.0004615872],"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":[0.000022499911,0.000031003652,0.0008079855,0.000017368355,0.000013720133,0.00006930123,0.00003699285,0.9873892,0.0036272816,0.0057594087,0.00020760264,0.0020175015],"study_design_scores_gemma":[0.000017697685,0.000014484418,0.0002917116,0.000002785377,0.000005814488,0.000012949013,0.0000039543174,0.9978079,0.00022296578,0.001152071,0.00046240335,0.0000053579624],"about_ca_topic_score_codex":0.029135564,"about_ca_topic_score_gemma":0.008166373,"teacher_disagreement_score":0.029135564,"about_ca_system_score_codex":0.0010988519,"about_ca_system_score_gemma":0.0012204086,"threshold_uncertainty_score":0.05793196},"labels":[],"label_agreement":null},{"id":"W1976637155","doi":"10.1016/j.jenvman.2006.06.007","title":"Capturing fugitive methane emissions from natural gas compressor buildings","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fugitive emissions; Methane; Natural gas; Environmental science; Gas compressor; Greenhouse gas; Compressor station; Environmental engineering; Combustion; Waste management; Methane emissions; Enhanced coal bed methane recovery; Engineering; Petroleum engineering; Coal; Coal mining; Geology; Chemistry; Mechanical engineering","score_opus":0.004474112213516652,"score_gpt":0.1902460378835439,"score_spread":0.18577192567002726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976637155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966185,0.000022701992,0.0027740228,0.000012102465,0.0000053757753,0.000007231206,0.000045823304,0.00004719037,0.00046702055],"genre_scores_gemma":[0.9984432,0.00001877499,0.0011690666,0.0000036312936,0.0000024008366,0.000003373192,0.0000796692,0.000005537521,0.00027448896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999329,0.00000776729,0.0000022533916,0.000014194753,0.000019056588,0.000023786613],"domain_scores_gemma":[0.9998565,0.00007872234,0.000012625097,0.000008793454,0.000026295855,0.000017067736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013668972,0.0004877627,0.00036657468,0.00048860593,0.00035028995,0.00047738626,0.00039505944,0.0005149647,0.0005573058],"category_scores_gemma":[0.00049151614,0.00025677792,0.00025385487,0.00034814113,0.00016399269,0.0005958402,0.0002697717,0.0003161372,0.00009105558],"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":[0.0023949088,0.0009877709,0.1144813,0.00018399932,0.00026239827,0.00069203915,0.00046136644,0.50866973,0.2509681,0.0008958573,0.0011264076,0.118876085],"study_design_scores_gemma":[0.000016573807,0.00014718651,0.036515266,0.0000040777554,0.000023951627,0.000037156384,0.0001734592,0.94595224,0.016830834,0.00012737495,0.00015482344,0.000017147799],"about_ca_topic_score_codex":0.018180199,"about_ca_topic_score_gemma":0.027343225,"teacher_disagreement_score":0.018180199,"about_ca_system_score_codex":0.00041887592,"about_ca_system_score_gemma":0.0004206498,"threshold_uncertainty_score":0.036148727},"labels":[],"label_agreement":null},{"id":"W1977256830","doi":"10.1061/9780784479117.170","title":"A Comparative Study of International Wind Load Standards for Pipe Rack Modules","year":2015,"lang":"en","type":"article","venue":"Structures Congress 2015","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":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Rack; Eurocode; Engineering; Piping; Wind engineering; Parametric statistics; Civil engineering; International standard; Construction engineering; Mechanical engineering; Structural engineering; Telecommunications","score_opus":0.03036529275219721,"score_gpt":0.32253948002148697,"score_spread":0.2921741872692898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977256830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93089193,0.0002619704,0.021893516,0.00014089208,0.00005802472,0.00019102826,0.00054167275,0.00023534845,0.04578555],"genre_scores_gemma":[0.9858672,0.00020382025,0.009507099,0.000021938962,0.000011180092,0.0001281494,0.0009698549,0.00011130798,0.0031795176],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9919391,0.0017261858,0.00077038736,0.00053061126,0.00473594,0.00029766498],"domain_scores_gemma":[0.9797937,0.005535232,0.0018295633,0.0017953,0.010794219,0.0002519359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007616271,0.0004886844,0.0004570113,0.0038371906,0.0010511125,0.0016738136,0.0009459511,0.00059536815,0.0022900673],"category_scores_gemma":[0.018363852,0.00031125644,0.00067491183,0.0040046787,0.00091163686,0.0015226434,0.0011015512,0.0005287877,0.000536732],"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":[0.0011106557,0.00076613645,0.37621552,0.0010089814,0.00013339458,0.00062559824,0.0124559095,0.10721279,0.019384507,0.024098983,0.008300401,0.44868714],"study_design_scores_gemma":[0.000072674775,0.0036117486,0.7846135,0.0004924628,0.00014441615,0.0006784198,0.02993642,0.06940138,0.03801756,0.0048774653,0.067887686,0.0002661722],"about_ca_topic_score_codex":0.0044275685,"about_ca_topic_score_gemma":0.0111210635,"teacher_disagreement_score":0.007616271,"about_ca_system_score_codex":0.0023568391,"about_ca_system_score_gemma":0.0014988362,"threshold_uncertainty_score":0.04027915},"labels":[],"label_agreement":null},{"id":"W1977916812","doi":"10.1016/j.applthermaleng.2011.02.042","title":"Numerical modelling of forced convective heat transfer from the inclined windward roof of an isolated low-rise building with application to photovoltaic/thermal systems","year":2011,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":123,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Turbulence; Roof; Nusselt number; Turbulence kinetic energy; Eaves; Reynolds-averaged Navier–Stokes equations; Meteorology; Heat transfer; Mechanics; Flat roof; Convective heat transfer; Reynolds number; Boundary layer; Forced convection; Engineering; Physics; Structural engineering","score_opus":0.008215797034530717,"score_gpt":0.1728688301584296,"score_spread":0.1646530331238989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977916812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690952,0.00020179787,0.020696111,0.00014169779,0.000067502086,0.00005399384,0.00010771527,0.00015473102,0.00948134],"genre_scores_gemma":[0.9967565,0.000048847978,0.0019818756,0.000007190401,0.000008334832,0.000014641988,0.000028708497,0.0000109041985,0.0011429137],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988854,0.000027670943,0.0000070790575,0.00002065749,0.00002862019,0.000027469514],"domain_scores_gemma":[0.99966097,0.00017043509,0.000042882915,0.00002967423,0.0000542472,0.00004180082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002367585,0.0004663046,0.0008782855,0.000377648,0.0011039854,0.0011055314,0.00086047995,0.0012545502,0.0021112615],"category_scores_gemma":[0.0007366777,0.00038875794,0.00074077846,0.00044379345,0.0011966839,0.0005079834,0.0004941367,0.0006741973,0.00017404393],"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":[0.0000738998,0.00008143759,0.0011395196,0.000029705297,0.000013132472,0.00013484445,0.00005056705,0.98893493,0.0066187116,0.0006706138,0.00008350107,0.0021691709],"study_design_scores_gemma":[0.000010054403,0.000029282606,0.0006803013,0.0000020606078,0.000003635266,0.00000992201,0.00001711576,0.9983494,0.000748909,0.00008788992,0.000056826586,0.000004615329],"about_ca_topic_score_codex":0.020667206,"about_ca_topic_score_gemma":0.010158072,"teacher_disagreement_score":0.020667206,"about_ca_system_score_codex":0.0008059822,"about_ca_system_score_gemma":0.00092491816,"threshold_uncertainty_score":0.041093826},"labels":[],"label_agreement":null},{"id":"W1977922280","doi":"10.1175/jamc-d-11-0190.1","title":"Measurements of Enhanced Turbulent Mixing near Highways","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Turbulence kinetic energy; Turbulence; Environmental science; Meteorology; Kinetic energy; Atmospheric sciences; Intensity (physics); Flow (mathematics); Mechanics; Physics","score_opus":0.018530133005662912,"score_gpt":0.23767753458532154,"score_spread":0.21914740157965862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977922280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900776,0.000008618576,0.00016136462,0.0000049761566,0.0000018210732,0.0000031292893,0.000118456,0.000013728516,0.00068009744],"genre_scores_gemma":[0.9993481,0.000013401266,0.00018882433,0.0000028976967,0.0000020181549,0.0000021805479,0.00018626437,0.0000025018828,0.00025380484],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99984145,0.0000146688135,0.0000038131136,0.000024946663,0.00006274283,0.000052381514],"domain_scores_gemma":[0.9998543,0.000019094601,0.000024729416,0.0000067848864,0.00007255573,0.000022547998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011496253,0.00020219921,0.00016577778,0.0004947171,0.00048594028,0.00033220815,0.00020898947,0.00017795558,0.0005595853],"category_scores_gemma":[0.00020562728,0.00011546053,0.00010193333,0.0003354651,0.00026557065,0.00015125496,0.0001700458,0.00019012432,0.00009355078],"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":[0.0010677716,0.00020438257,0.42311,0.000081049046,0.00008238609,0.0005799544,0.0013499681,0.005435429,0.54906213,0.00047886476,0.0009753751,0.017572658],"study_design_scores_gemma":[0.000024686007,0.00023597611,0.956707,0.000009534547,0.000025170062,0.000076825105,0.00064150704,0.0061465395,0.034788035,0.00006224709,0.0012637295,0.000018649123],"about_ca_topic_score_codex":0.07194932,"about_ca_topic_score_gemma":0.12654641,"teacher_disagreement_score":0.07194932,"about_ca_system_score_codex":0.00085462694,"about_ca_system_score_gemma":0.00044845277,"threshold_uncertainty_score":0.14306104},"labels":[],"label_agreement":null},{"id":"W1978108405","doi":"10.1016/j.jweia.2012.08.004","title":"Aerodynamic mechanisms for wind loads on tilted, roof-mounted, solar arrays","year":2012,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":156,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Roof; Aerodynamics; Tilt (camera); Wind tunnel; Turbulence; Leading edge; Wind engineering; Flat roof; Structural engineering; Acoustics; Aerospace engineering; Marine engineering; Geology; Engineering; Meteorology; Physics","score_opus":0.014462550758814663,"score_gpt":0.21368376621132354,"score_spread":0.19922121545250887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978108405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731055,0.00019367132,0.016668594,0.0001402277,0.00007088348,0.000031522974,0.000066129294,0.000092792216,0.009630694],"genre_scores_gemma":[0.998719,0.00006117004,0.00025909411,0.0000071657055,0.000010916522,0.0000050864583,0.000018095147,0.000008955348,0.0009105526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999876,0.000018213432,0.000006208497,0.000014353729,0.000048975864,0.000036201982],"domain_scores_gemma":[0.9997652,0.00008709035,0.000034965033,0.00002460163,0.00006115936,0.00002697614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016411206,0.00033321936,0.00052299845,0.00034997784,0.00052779174,0.0006743576,0.0003537064,0.00047512638,0.0041001257],"category_scores_gemma":[0.0006322869,0.00029008865,0.00040232314,0.00018811588,0.00057281164,0.0004893713,0.00037391752,0.00035010133,0.0004863808],"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":[0.0011587493,0.00036076177,0.02158719,0.00021746138,0.0001321553,0.004039932,0.0006605673,0.49010268,0.410635,0.017255323,0.0024524545,0.05139779],"study_design_scores_gemma":[0.0001244157,0.00044679223,0.08502654,0.000027596865,0.000056102355,0.0006670785,0.00081123156,0.8811835,0.025792684,0.004708985,0.001090945,0.00006407365],"about_ca_topic_score_codex":0.00090712216,"about_ca_topic_score_gemma":0.00078436284,"teacher_disagreement_score":0.0041001257,"about_ca_system_score_codex":0.00023730879,"about_ca_system_score_gemma":0.00019645387,"threshold_uncertainty_score":0.013716221},"labels":[],"label_agreement":null},{"id":"W1978110012","doi":"10.1016/j.apenergy.2007.10.002","title":"Prediction of airflow patterns in a ventilated enclosure with zonal methods","year":2007,"lang":"en","type":"article","venue":"Applied Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Enclosure; Mechanics; Airflow; Shear stress; Flow (mathematics); Boundary value problem; Jet (fluid); Mathematics; Physics; Engineering; Thermodynamics; Mathematical analysis","score_opus":0.010198747354699361,"score_gpt":0.22782541178817045,"score_spread":0.2176266644334711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978110012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8107148,0.00022025847,0.18725176,0.000062188345,0.000025250214,0.000040842886,0.0001751232,0.00030610495,0.0012037236],"genre_scores_gemma":[0.9635309,0.0001018842,0.035704058,0.000007062917,0.000010224488,0.000036702662,0.00008720852,0.000025501236,0.0004963955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999118,0.000037552654,0.0000056236686,0.00001959782,0.000014851236,0.000010600044],"domain_scores_gemma":[0.99957067,0.00028140657,0.000050469152,0.000020697393,0.00005648354,0.000020225401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035757042,0.0005137157,0.00032388236,0.00052731077,0.00032663718,0.0003726848,0.00036741086,0.00041461876,0.000521475],"category_scores_gemma":[0.0011441724,0.0003265606,0.0003786045,0.0004566157,0.0003250848,0.00049781124,0.0003307488,0.0002518873,0.000072071365],"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":[0.00008956715,0.000030429313,0.008444563,0.000019701523,0.00002271092,0.000019163874,0.000032669246,0.9772939,0.0017003198,0.0005111295,0.00008019197,0.011755654],"study_design_scores_gemma":[0.0000037067557,0.000008560207,0.0010708713,8.3832094e-7,0.0000019738202,0.0000016028202,0.0000033778535,0.99866045,0.00015673284,0.000068302,0.000021598551,0.0000019862302],"about_ca_topic_score_codex":0.027572557,"about_ca_topic_score_gemma":0.020665605,"teacher_disagreement_score":0.027572557,"about_ca_system_score_codex":0.0004218346,"about_ca_system_score_gemma":0.00053817563,"threshold_uncertainty_score":0.054824173},"labels":[],"label_agreement":null},{"id":"W1978336856","doi":"10.1115/1.4006039","title":"Effects of Terrain Slope on Nacelle Anemometry","year":2012,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Nordic Life Science Pipeline (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nacelle; Anemometer; Escarpment; Turbulence; Geology; Meteorology; Terrain; Turbine; Planetary boundary layer; Flow (mathematics); Mechanics; Environmental science; Aerospace engineering; Geomorphology; Physics; Geography; Engineering","score_opus":0.002892168560842624,"score_gpt":0.17048051162149308,"score_spread":0.16758834306065046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978336856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953622,0.0001049867,0.0034209895,0.000018844074,0.0000107968835,0.000008477837,0.00006129184,0.00007205886,0.0009402972],"genre_scores_gemma":[0.9989945,0.000039456296,0.0007862245,0.000005152944,0.000001330472,0.0000018502311,0.00003917068,0.000010208037,0.00012206326],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99976546,0.0000544743,0.000013070665,0.000044820197,0.00007315569,0.00004899506],"domain_scores_gemma":[0.9987539,0.0006596183,0.00018650957,0.00017062602,0.00017411515,0.000055259614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026964108,0.00034206704,0.0003101335,0.00030340525,0.00026742977,0.00050363404,0.00025386384,0.0003525189,0.0010209866],"category_scores_gemma":[0.0017912007,0.00017166384,0.00031030268,0.00036177709,0.00033176222,0.000246546,0.00029512084,0.00028843977,0.0001774422],"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":[0.0010944979,0.00024055073,0.14494354,0.00022573558,0.00011954087,0.0019852144,0.00049660075,0.5065437,0.2973299,0.0007142167,0.00046299913,0.04584352],"study_design_scores_gemma":[0.0000562304,0.0010253276,0.30038625,0.00004718423,0.00011527897,0.00073386653,0.00053553365,0.61141473,0.08378793,0.00042723143,0.0013735449,0.000096868025],"about_ca_topic_score_codex":0.0019787212,"about_ca_topic_score_gemma":0.0020910457,"teacher_disagreement_score":0.0019787212,"about_ca_system_score_codex":0.00018887252,"about_ca_system_score_gemma":0.00019905782,"threshold_uncertainty_score":0.0039343834},"labels":[],"label_agreement":null},{"id":"W1978451917","doi":"10.1061/(asce)ae.1943-5568.0000156","title":"Wind Effects on Roofs with High-Profile Tiles: Experimental Study","year":2014,"lang":"en","type":"article","venue":"Journal of Architectural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Roof; Tile; Eaves; Structural engineering; Environmental science; Wind engineering; Wind speed; Wind tunnel; Wind direction; Engineering; Geotechnical engineering; Geology; Materials science; Aerospace engineering","score_opus":0.0031882984741045295,"score_gpt":0.18660826310713358,"score_spread":0.18341996463302904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978451917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993129,0.000012551071,0.00041719215,0.0000020936836,0.000004418127,0.000026544205,0.000026837717,0.000006492956,0.00019102535],"genre_scores_gemma":[0.9984717,0.000044401484,0.00095690094,0.0000049783744,0.0000044083667,0.000025929701,0.00006334142,0.000007078072,0.00042123804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958605,0.00004457772,0.000028570252,0.00008455654,0.00014509821,0.000111057096],"domain_scores_gemma":[0.99921715,0.00023428418,0.00014884159,0.00019151466,0.000105973944,0.000102158876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000388127,0.0007043066,0.0004530136,0.00035623703,0.0005576329,0.00033000764,0.000458708,0.00044388272,0.0022198332],"category_scores_gemma":[0.000637296,0.000321439,0.00063934585,0.00020622005,0.00059643365,0.00032309594,0.0007448764,0.0005862871,0.0003152932],"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":[0.0019181211,0.0028417597,0.014614293,0.00016002629,0.000056632158,0.0008270509,0.00072639546,0.016453018,0.95275277,0.00022205843,0.00014109106,0.009286722],"study_design_scores_gemma":[0.00025913515,0.040765595,0.08838334,0.00003843166,0.00013731756,0.0005898466,0.0012500886,0.028541906,0.83847266,0.00022014003,0.0012774192,0.00006408775],"about_ca_topic_score_codex":0.0009403693,"about_ca_topic_score_gemma":0.0013933318,"teacher_disagreement_score":0.0022198332,"about_ca_system_score_codex":0.00018308216,"about_ca_system_score_gemma":0.00022063937,"threshold_uncertainty_score":0.007426083},"labels":[],"label_agreement":null},{"id":"W1978890106","doi":"10.1016/j.jweia.2014.06.006","title":"Influence of wind directionality on wind loads and responses","year":2014,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Wind engineering; Aerodynamics; Wind speed; Storm; Meteorology; Wind direction; Environmental science; Monte Carlo method; Wind tunnel; Directionality; Engineering; Aerospace engineering; Statistics; Geography; Mathematics","score_opus":0.01065475629424737,"score_gpt":0.2038435684232275,"score_spread":0.19318881212898015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978890106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99611306,0.00004083881,0.0011686593,0.000017411054,0.0000109439525,0.000008561545,0.000081930346,0.0000234759,0.002535133],"genre_scores_gemma":[0.99943346,0.000027815633,0.00008915053,0.0000041122385,0.0000018742143,0.0000031058455,0.000035922443,0.000010915637,0.00039348082],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99985445,0.000040480023,0.000009115396,0.000021782527,0.000027651377,0.000046589066],"domain_scores_gemma":[0.998609,0.0010195842,0.00004737268,0.00007527952,0.00015983386,0.00008889361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025796288,0.00030958612,0.00026032812,0.0002073415,0.00026172004,0.00034078653,0.00014723565,0.00031769017,0.0036959387],"category_scores_gemma":[0.001572823,0.00024945982,0.0002357999,0.00017587803,0.00032067503,0.0002434412,0.00023008446,0.00024525137,0.00050535396],"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":[0.010077625,0.00056592573,0.030530185,0.00032902494,0.00008554906,0.0016262397,0.0006363693,0.13233909,0.7928016,0.0009682572,0.0006517965,0.02938829],"study_design_scores_gemma":[0.00028143008,0.0023805697,0.3624097,0.00007807687,0.00026397503,0.00070798496,0.0017955762,0.31522837,0.31319925,0.0009964507,0.0025159633,0.00014255181],"about_ca_topic_score_codex":0.0010895245,"about_ca_topic_score_gemma":0.0013279704,"teacher_disagreement_score":0.0036959387,"about_ca_system_score_codex":0.00011624123,"about_ca_system_score_gemma":0.00016374192,"threshold_uncertainty_score":0.012364149},"labels":[],"label_agreement":null},{"id":"W1978933844","doi":"10.1002/wea.769","title":"Turbulence – a resolved problem? 17 November 2010","year":2011,"lang":"en","type":"article","venue":"Weather","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbulence; Environmental science; Meteorology; Atmospheric sciences; Mechanics; Physics; Geology","score_opus":0.02062338900365888,"score_gpt":0.2050338259597454,"score_spread":0.18441043695608653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978933844","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014588352,0.10186874,0.0025542907,0.40744263,0.3979487,0.0000379671,0.0004976758,0.0001890305,0.08800223],"genre_scores_gemma":[0.051397234,0.074324474,0.0026254237,0.09061143,0.3471912,0.00010957946,0.0012057218,0.0005570102,0.431978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779713,0.0005292906,0.00016397946,0.00049013016,0.00062160724,0.0003978525],"domain_scores_gemma":[0.9979977,0.000593063,0.00014304437,0.00012954274,0.0006370054,0.0004997188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028833544,0.001633687,0.0010238347,0.0014341801,0.0031432707,0.008811875,0.001635817,0.007780812,0.031807065],"category_scores_gemma":[0.008408118,0.00047961692,0.0011653262,0.0010773349,0.0026380185,0.0053002858,0.0023194333,0.0072986004,0.011433259],"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":[0.00006035151,0.000031261137,0.00018577823,0.0001576726,0.000016831505,0.0001487383,0.00013179882,0.00025266514,0.00012943723,0.04411259,0.9360844,0.01868841],"study_design_scores_gemma":[0.000014005579,0.000028407194,0.000514291,0.0004010133,0.0000092958535,0.00013275811,0.00016046705,0.00039440012,0.00011909399,0.027768053,0.9704349,0.00002329563],"about_ca_topic_score_codex":0.005090551,"about_ca_topic_score_gemma":0.0059031867,"teacher_disagreement_score":0.031807065,"about_ca_system_score_codex":0.0072270203,"about_ca_system_score_gemma":0.0031972711,"threshold_uncertainty_score":0.10640526},"labels":[],"label_agreement":null},{"id":"W1979346983","doi":"10.1260/0309-524x.38.5.477","title":"Inflow Parameter Effects on Wind Turbine Tower Cyclic Loading","year":2014,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wind shear; Tower; Turbine; Inflow; Wind speed; Environmental science; Wind direction; Mast (botany); Meteorology; Marine engineering; Engineering; Structural engineering; Physics","score_opus":0.004148610879107594,"score_gpt":0.17841954803103527,"score_spread":0.17427093715192768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979346983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99913436,0.000021543656,0.00023994008,0.000006511688,0.0000031501352,0.0000035286837,0.00009886397,0.000020387553,0.0004717994],"genre_scores_gemma":[0.99967206,0.000012550005,0.00006535725,0.0000044064577,0.0000011074795,0.0000019363365,0.00012758908,0.000006219449,0.00010878918],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998109,0.00003078017,0.00001776093,0.000032186203,0.0000544546,0.00005395282],"domain_scores_gemma":[0.9992323,0.00032265633,0.00012256458,0.00008063371,0.00015632698,0.00008559316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020211478,0.00021285651,0.00019779985,0.0003643166,0.00028557485,0.00034647717,0.000113445996,0.00022628976,0.0013665752],"category_scores_gemma":[0.0012350654,0.00012302918,0.00016949493,0.00027399842,0.00023620023,0.00023159233,0.00026069744,0.00018053837,0.00019368684],"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":[0.0023380676,0.000654691,0.3802328,0.00029979914,0.00009529437,0.0014364368,0.00082762906,0.04984975,0.50133353,0.00013361816,0.0009833148,0.061815068],"study_design_scores_gemma":[0.000013299212,0.0007890039,0.9207675,0.000013516737,0.000052173447,0.00021628222,0.00032733395,0.01931943,0.057924844,0.00004424965,0.00050099264,0.00003143797],"about_ca_topic_score_codex":0.0032966451,"about_ca_topic_score_gemma":0.006783539,"teacher_disagreement_score":0.0032966451,"about_ca_system_score_codex":0.00024447372,"about_ca_system_score_gemma":0.00014624151,"threshold_uncertainty_score":0.0065549016},"labels":[],"label_agreement":null},{"id":"W1979455577","doi":"10.1016/j.jweia.2008.02.042","title":"Partially resolved numerical simulation and RANS modeling of flow and passive scalar transport in an urban environment","year":2008,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Waterloo CFD Engineering Consulting; University of Waterloo","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Scalar (mathematics); Mechanics; Flow (mathematics); Computer science; Computational fluid dynamics; Statistical physics; Environmental science; Physics; Mathematics; Geometry","score_opus":0.019473901624897254,"score_gpt":0.20043312440485994,"score_spread":0.18095922277996268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979455577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531122,0.00012624852,0.04159917,0.00021546351,0.00006297295,0.000034943856,0.00022027921,0.00042933892,0.0041994383],"genre_scores_gemma":[0.9930814,0.000045964538,0.0058210893,0.000015902973,0.0000122112915,0.00001771807,0.000095436575,0.000028726097,0.00088157906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974924,0.00008016312,0.000016102404,0.000038832728,0.000068441645,0.000047278783],"domain_scores_gemma":[0.99945694,0.00027911484,0.000060523875,0.000057310288,0.00009524294,0.000050915398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040219125,0.000523713,0.000827428,0.00042028085,0.0005505586,0.00092159957,0.00083881785,0.0012639632,0.0010544509],"category_scores_gemma":[0.0012095758,0.00058946974,0.00061804266,0.0006342929,0.0008176293,0.0010354789,0.0005809341,0.00057821267,0.00015670538],"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":[0.000061373365,0.000057357098,0.0012150445,0.000011176345,0.0000119347715,0.000080821315,0.000037384107,0.9932248,0.0017269816,0.0009853201,0.00011757223,0.0024701506],"study_design_scores_gemma":[0.0000048863612,0.000010122729,0.00024248094,4.6608264e-7,0.0000016383485,0.0000039967445,0.000008403362,0.9993722,0.0002526882,0.00006703306,0.00003349546,0.000002640203],"about_ca_topic_score_codex":0.016458817,"about_ca_topic_score_gemma":0.008413897,"teacher_disagreement_score":0.016458817,"about_ca_system_score_codex":0.00064093305,"about_ca_system_score_gemma":0.00088441593,"threshold_uncertainty_score":0.03272599},"labels":[],"label_agreement":null},{"id":"W1979594268","doi":"10.1016/j.jweia.2005.08.004","title":"Wind effects of parapets on low buildings: Part 4. Mitigation of corner loads with alternative geometries","year":2005,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Structural engineering; Cladding (metalworking); Engineering; Materials science; Composite material","score_opus":0.00606486430154415,"score_gpt":0.18375256436480522,"score_spread":0.17768770006326107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979594268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982053,0.00027052374,0.011067029,0.00004229246,0.00003072075,0.00003435246,0.00011982263,0.00009136853,0.006291033],"genre_scores_gemma":[0.9972486,0.00009035399,0.0011093289,0.0000061988653,0.0000074199265,0.000006778831,0.0000660868,0.000014273722,0.0014510591],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997558,0.00006837483,0.000009333507,0.000023203762,0.00007818263,0.00006509127],"domain_scores_gemma":[0.9997367,0.00010161485,0.00002968296,0.000036987185,0.00006735324,0.0000276602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020147754,0.0007095561,0.00069735124,0.000477737,0.00048039656,0.0005676521,0.0004067613,0.00052809645,0.0067225243],"category_scores_gemma":[0.00041938195,0.00019009496,0.000616729,0.000375061,0.00033829646,0.00035968673,0.0005482477,0.00030990978,0.0007607558],"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":[0.003758719,0.0006914486,0.029063132,0.00079132814,0.00023349091,0.0010945284,0.00040456344,0.5019827,0.27380797,0.0021104435,0.0022370887,0.18382463],"study_design_scores_gemma":[0.00063931994,0.009709741,0.29924625,0.00019470006,0.0008999762,0.00093453075,0.0024066714,0.45062268,0.22079152,0.004750835,0.009631977,0.00017173275],"about_ca_topic_score_codex":0.0019350207,"about_ca_topic_score_gemma":0.005211926,"teacher_disagreement_score":0.0067225243,"about_ca_system_score_codex":0.00020041168,"about_ca_system_score_gemma":0.00015296965,"threshold_uncertainty_score":0.022489011},"labels":[],"label_agreement":null},{"id":"W1980331469","doi":"10.1016/j.jweia.2006.05.008","title":"The r largest order statistics model for extreme wind speed estimation","year":2006,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University Network of Excellence in Nuclear Engineering","keywords":"Gumbel distribution; Extreme value theory; Wind speed; Statistics; Poisson distribution; Generalized extreme value distribution; Maxima; Order statistic; Mathematics; Meteorology; Estimation; Geography; Engineering","score_opus":0.018978279433533172,"score_gpt":0.2073260152957569,"score_spread":0.18834773586222373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980331469","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":[0.0077199186,0.00025935072,0.9910829,0.00017769515,0.00003617085,0.000014112392,0.000092131835,0.00030642594,0.00031131823],"genre_scores_gemma":[0.66163254,0.0013590046,0.3239964,0.00043193315,0.00055573904,0.00033436113,0.001989903,0.00061026623,0.009089837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99685234,0.002087509,0.0001545251,0.00039734013,0.00032387307,0.00018450299],"domain_scores_gemma":[0.98132116,0.015217649,0.0008199783,0.0014063714,0.0010259005,0.00020893161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00782893,0.0011855277,0.0023658706,0.00087514665,0.00059739343,0.0015094596,0.0022993793,0.0018200089,0.002080529],"category_scores_gemma":[0.023771416,0.0012438311,0.0014661289,0.0011176458,0.001188892,0.0027119352,0.001360702,0.0028826501,0.001456174],"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":[0.00027597428,0.00007047186,0.0012794109,0.00010503341,0.00018824496,0.00008463563,0.00006193102,0.89775455,0.0014928252,0.039073937,0.0021997017,0.05741324],"study_design_scores_gemma":[0.000006064931,0.000017016593,0.00014819812,0.0000037178809,0.000008071454,0.00000808119,0.0000024985104,0.9930916,0.0001516878,0.0063697957,0.0001846617,0.000008725317],"about_ca_topic_score_codex":0.0062397094,"about_ca_topic_score_gemma":0.0048349383,"teacher_disagreement_score":0.00782893,"about_ca_system_score_codex":0.00067447743,"about_ca_system_score_gemma":0.001698191,"threshold_uncertainty_score":0.04140389},"labels":[],"label_agreement":null},{"id":"W1981271575","doi":"10.4271/2013-01-1206","title":"Rainflow Counting Based Block Cycle Development for Fatigue Analysis using Nonlinear Stress Approach","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Materials and Manufacturing","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Cycle count; Nonlinear system; Block (permutation group theory); Stress (linguistics); Structural engineering; Development (topology); Computer science; Algorithm; Engineering; Mathematics; Physics; Operations research; Mathematical analysis; Geometry","score_opus":0.017456718226489323,"score_gpt":0.24613447326669743,"score_spread":0.2286777550402081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981271575","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":[0.047683824,0.000055358145,0.94791263,0.000014965549,0.000011006043,0.00011423162,0.00022311759,0.0017572778,0.0022276188],"genre_scores_gemma":[0.42527184,0.00018640768,0.5670862,0.00002948959,0.000019739873,0.00044389308,0.0009697181,0.0005306583,0.0054620355],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998803,0.000012153116,0.0000073212077,0.000023614042,0.000064990636,0.000011730337],"domain_scores_gemma":[0.99965274,0.00011723782,0.000047623922,0.000048392805,0.00012165428,0.000012298123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018767266,0.0005235396,0.00030510043,0.00096637075,0.00023774065,0.00027704265,0.00062773196,0.00027813064,0.006280878],"category_scores_gemma":[0.0008021703,0.0002454055,0.00035705624,0.000475823,0.00018498642,0.0005676746,0.00032509997,0.00031627555,0.0009849252],"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":[0.00016115855,0.00014186862,0.0067162625,0.00024402981,0.00003525262,0.00021276418,0.00030302213,0.24246727,0.17134368,0.008594889,0.0026619707,0.5671178],"study_design_scores_gemma":[0.000003502675,0.000043953358,0.001963775,0.000005436791,0.0000060827183,0.000032575263,0.00001526782,0.9812744,0.014349955,0.00085142785,0.0014414152,0.0000120701725],"about_ca_topic_score_codex":0.0036688435,"about_ca_topic_score_gemma":0.006696653,"teacher_disagreement_score":0.006280878,"about_ca_system_score_codex":0.000311252,"about_ca_system_score_gemma":0.00050945627,"threshold_uncertainty_score":0.021011591},"labels":[],"label_agreement":null},{"id":"W1982797869","doi":"10.1007/s10546-009-9387-1","title":"Multi-Source Emission Determination Using an Inverse-Dispersion Technique","year":2009,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Alberta","funders":"Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Inverse; Dispersion (optics); Component (thermodynamics); Atmospheric dispersion modeling; Field (mathematics); Inverse problem; Source model; Environmental science; Inverse method; Computational physics; Physics; Mathematics; Geometry; Optics; Air pollution; Chemistry; Applied mathematics; Mathematical analysis","score_opus":0.0283474515720386,"score_gpt":0.28148708047304344,"score_spread":0.25313962890100483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982797869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6557206,0.00039223157,0.33760554,0.000058086523,0.000041226453,0.000048798578,0.00027235475,0.0006319201,0.0052293325],"genre_scores_gemma":[0.8302124,0.0001471305,0.16702467,0.000019018658,0.000013542105,0.000054148488,0.00035158414,0.00009296552,0.0020845504],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998441,0.000016898484,0.0000071883173,0.000044505192,0.00007160419,0.000015654769],"domain_scores_gemma":[0.9998286,0.000070236434,0.000014202833,0.000023214747,0.000054168922,0.0000096957665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026171978,0.00043281485,0.00046956984,0.0010077164,0.0006671771,0.00058815564,0.00043507633,0.0006313551,0.00065871095],"category_scores_gemma":[0.00057844864,0.00035588702,0.0003656815,0.00061398867,0.0002243817,0.0010756196,0.0004975098,0.0006880482,0.00025477118],"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":[0.0002965834,0.0002365417,0.022453012,0.000107515,0.00009732606,0.00016438731,0.00035665097,0.021962637,0.8387713,0.0012803688,0.00034409476,0.11392968],"study_design_scores_gemma":[0.00014074126,0.00022752829,0.105750345,0.000032468033,0.00015551296,0.00061205484,0.000189526,0.4488086,0.43719646,0.0018548309,0.004921405,0.000110593566],"about_ca_topic_score_codex":0.0038447566,"about_ca_topic_score_gemma":0.007844354,"teacher_disagreement_score":0.0038447566,"about_ca_system_score_codex":0.00023082517,"about_ca_system_score_gemma":0.0003845279,"threshold_uncertainty_score":0.0076447725},"labels":[],"label_agreement":null},{"id":"W1983639146","doi":"10.7202/020863ar","title":"Méthode d’analyse en vue des études de pollution atmosphérique. Premiers résultats de l’étude des inversions thermiques au Sart Tilman (Liège-Belgique)","year":2005,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.011792571302098263,"score_gpt":0.22469445849423392,"score_spread":0.21290188719213565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983639146","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":[0.006430889,0.0006731654,0.9879759,0.00006801262,0.000111393725,0.00018787754,0.0007511548,0.0012842498,0.0025173216],"genre_scores_gemma":[0.05704127,0.0007061688,0.9260916,0.00005262859,0.000029486091,0.0007865864,0.0013270538,0.00035137814,0.013613773],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986064,0.00031905028,0.000068748624,0.00033445944,0.00059760036,0.00007370637],"domain_scores_gemma":[0.9989894,0.00041339124,0.00006887516,0.00013113294,0.0003710564,0.000026208685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018078975,0.0009857776,0.0009404988,0.0020052677,0.0004731148,0.0014784201,0.0010829174,0.0006511928,0.0069676386],"category_scores_gemma":[0.0037847455,0.0005189419,0.0009918266,0.0011640342,0.0005152318,0.0005217673,0.00094759197,0.0011947379,0.0035525193],"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":[0.0002570244,0.00012800856,0.01245418,0.0010296637,0.0005730597,0.00023643226,0.0009310117,0.02735494,0.10277078,0.017015478,0.007967248,0.8292821],"study_design_scores_gemma":[0.00024751376,0.00042581937,0.06930673,0.00036650873,0.00041670728,0.0012940286,0.0009299331,0.50944066,0.13035469,0.027213737,0.25973958,0.00026411502],"about_ca_topic_score_codex":0.022001775,"about_ca_topic_score_gemma":0.028853023,"teacher_disagreement_score":0.022001775,"about_ca_system_score_codex":0.0007798542,"about_ca_system_score_gemma":0.0020472403,"threshold_uncertainty_score":0.043747425},"labels":[],"label_agreement":null},{"id":"W1984369129","doi":"10.1155/2011/714146","title":"Assessment of Turbulence Models for Flow Simulation around a Wind Turbine Airfoil","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Airfoil; Turbine; Turbulence; Marine engineering; Aerospace engineering; Mechanics; Flow (mathematics); Wind power; Environmental science; Physics; Engineering; Electrical engineering","score_opus":0.03430843170912706,"score_gpt":0.24502765418944394,"score_spread":0.21071922248031688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984369129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889491,0.00064337795,0.10328819,0.00036762003,0.0000745191,0.00022604923,0.00037536529,0.0008866696,0.005189134],"genre_scores_gemma":[0.97705454,0.0001977457,0.021985674,0.000021953667,0.000009151809,0.00007977482,0.00019530214,0.00004777357,0.00040808282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950826,0.00022725506,0.00003932047,0.000034216766,0.00014521013,0.00004566081],"domain_scores_gemma":[0.9979673,0.001237802,0.00013770384,0.00017871939,0.00039036234,0.00008813649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015188855,0.00077253534,0.00065088377,0.00060560333,0.0005559884,0.0007884409,0.0007617939,0.0008020068,0.0005914149],"category_scores_gemma":[0.004198562,0.0003083751,0.0006452104,0.00033144953,0.00042587344,0.000789463,0.0005096452,0.0005307212,0.00013763469],"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":[0.0002499454,0.00013274376,0.0042664143,0.0000707617,0.000030733187,0.00007837993,0.00007385836,0.9783788,0.004803646,0.001556097,0.00018579737,0.010172912],"study_design_scores_gemma":[0.000020263398,0.00014701312,0.0007003932,0.000009677886,0.0000071524323,0.00001439724,0.00002005976,0.9967654,0.0019381994,0.00018739945,0.00018094688,0.000009096129],"about_ca_topic_score_codex":0.009044851,"about_ca_topic_score_gemma":0.005904782,"teacher_disagreement_score":0.009044851,"about_ca_system_score_codex":0.000736351,"about_ca_system_score_gemma":0.0008768014,"threshold_uncertainty_score":0.01798439},"labels":[],"label_agreement":null},{"id":"W1984611119","doi":"10.1097/00005373-200508000-00164","title":"A PROTOCOL TO LIMIT THE INCIDENCE OF MISSED ELBOW DISLOCATIONS","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limit (mathematics); Protocol (science); Elbow; Incidence (geometry); Medicine; Mathematics; Mathematical analysis; Geometry; Surgery; Pathology","score_opus":0.018656501188676098,"score_gpt":0.3105102413330748,"score_spread":0.2918537401443987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984611119","genre_codex":"protocol","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005217185,0.00010457346,0.007909505,0.0007639279,0.000592908,0.98210907,0.00060724915,0.00035476024,0.002340845],"genre_scores_gemma":[0.0036453467,0.00008910855,0.011427774,0.00034340654,0.00010113407,0.9831593,0.00017604367,0.000015690855,0.0010422193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.93631834,0.03665804,0.015401765,0.0032406622,0.0054154806,0.0029656987],"domain_scores_gemma":[0.8791589,0.04915989,0.015270752,0.017379975,0.029604327,0.009426067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.110032864,0.0041079703,0.004594845,0.0066282814,0.00811327,0.002920731,0.004871926,0.010034239,0.059359066],"category_scores_gemma":[0.1307494,0.004522099,0.003059819,0.0031087247,0.0027971908,0.004000567,0.005857084,0.009162935,0.020041596],"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":[0.191551,0.08693694,0.0102996845,0.017063329,0.00077561126,0.0013228743,0.0074729645,0.0057199015,0.009247732,0.009095564,0.112049125,0.5484653],"study_design_scores_gemma":[0.39009908,0.12547086,0.04009057,0.017888587,0.0014703346,0.0008343003,0.0044054613,0.019390713,0.017059531,0.011344001,0.37027913,0.0016673773],"about_ca_topic_score_codex":0.0022033784,"about_ca_topic_score_gemma":0.0034630054,"teacher_disagreement_score":0.110032864,"about_ca_system_score_codex":0.005786929,"about_ca_system_score_gemma":0.024800194,"threshold_uncertainty_score":0.58191633},"labels":[],"label_agreement":null},{"id":"W1984629973","doi":"10.1016/j.jweia.2013.05.007","title":"A conditional analysis of spanwise vortices within the lower atmospheric log layer","year":2013,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canada School of Energy and Environment","keywords":"Vortex; Standard deviation; Turbulence; Boundary layer; Physics; Mechanics; Geometry; Mathematics; Statistics","score_opus":0.010858449247530466,"score_gpt":0.1942829082808515,"score_spread":0.18342445903332105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984629973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85552603,0.00014063611,0.14136347,0.00024492963,0.000034615194,0.000022253414,0.00040426344,0.00026370655,0.0020001438],"genre_scores_gemma":[0.9945352,0.00006158435,0.0040571997,0.000014312776,0.000024704237,0.0000068373893,0.00031339724,0.00004982936,0.00093698147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99982136,0.000050062215,0.0000064416013,0.00003630296,0.000035470017,0.000050340037],"domain_scores_gemma":[0.9977581,0.0013078104,0.0002870679,0.00016359022,0.0003356775,0.0001477761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090087147,0.000288917,0.00025205477,0.00064541976,0.0003775364,0.00077085494,0.0005148641,0.00033795025,0.0027453522],"category_scores_gemma":[0.003190106,0.00022476798,0.0004939787,0.00036829687,0.0005677184,0.0010635762,0.0007193794,0.0007726648,0.00019410004],"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":[0.0011305892,0.00066431396,0.18600267,0.00020738333,0.00024271941,0.0008498723,0.00044775024,0.44099402,0.098361224,0.17907415,0.004509716,0.087515585],"study_design_scores_gemma":[0.000009310415,0.000040047013,0.037177388,0.00000783567,0.000021084747,0.000034390487,0.000052100953,0.95630056,0.0025460904,0.0034873344,0.00030156955,0.000022303915],"about_ca_topic_score_codex":0.0036987807,"about_ca_topic_score_gemma":0.0042243223,"teacher_disagreement_score":0.0036987807,"about_ca_system_score_codex":0.00036554507,"about_ca_system_score_gemma":0.0008825239,"threshold_uncertainty_score":0.009184122},"labels":[],"label_agreement":null},{"id":"W1984960942","doi":"10.4141/cjps09184","title":"Groat proportion in oats as measured by different methods: Analysis of oats resistant to dehulling and sources of error in mechanical dehulling","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Avena; Mathematics; Agronomy; Animal science; Biology","score_opus":0.024050712498937265,"score_gpt":0.2732352745621763,"score_spread":0.24918456206323902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984960942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98041785,0.0013719236,0.016262457,0.000015720152,0.000026917682,0.00010068399,0.00080591836,0.00011291912,0.00088551734],"genre_scores_gemma":[0.9771582,0.00048138035,0.01810289,0.00004337502,0.000022894072,0.0001757962,0.0020933805,0.00022860093,0.0016935323],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99582314,0.00041813665,0.00049113634,0.0010104444,0.002116601,0.00014054179],"domain_scores_gemma":[0.9858213,0.0048677023,0.0037948878,0.0017851416,0.0033725067,0.00035840247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039323075,0.0008187235,0.00090308493,0.00300483,0.0005360835,0.0015073294,0.0006285698,0.0005058212,0.0006534767],"category_scores_gemma":[0.0066886875,0.00033017853,0.0010219606,0.0029379744,0.0006372292,0.00095216,0.0007494239,0.0006885214,0.00025463104],"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":[0.00214014,0.000246865,0.35975087,0.00039858546,0.0011030157,0.0002861401,0.0012117777,0.0022529864,0.59899205,0.00031314793,0.00007399484,0.033230443],"study_design_scores_gemma":[0.000014160369,0.00066375214,0.8990272,0.00002075497,0.00026725026,0.00023203986,0.00021513211,0.0060142986,0.09257495,0.00016021648,0.00075885764,0.000051409323],"about_ca_topic_score_codex":0.005131294,"about_ca_topic_score_gemma":0.005022291,"teacher_disagreement_score":0.005131294,"about_ca_system_score_codex":0.00085536006,"about_ca_system_score_gemma":0.00024122154,"threshold_uncertainty_score":0.020796299},"labels":[],"label_agreement":null},{"id":"W1985038953","doi":"10.1007/s00704-012-0792-x","title":"The variation of the GPS dropwindsonde drag coefficient and its impact on the wind retrieval from dropwindsonde measurements","year":2012,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Drag coefficient; Drag; Wind gradient; Wind tunnel; Wind speed; Geodesy; Aerodynamics; Meteorology; Aerodynamic drag; Turbulence; Wind profile power law; Environmental science; Mechanics; Geology; Physics","score_opus":0.011686738715198387,"score_gpt":0.2370725526913973,"score_spread":0.22538581397619892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985038953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952927,0.00064259075,0.03900029,0.0002705698,0.0002097828,0.000031954623,0.0018512068,0.0006391876,0.0044273203],"genre_scores_gemma":[0.9929812,0.00023304686,0.004551554,0.00006573609,0.000028016115,0.000016021957,0.0012746755,0.00027471836,0.00057503517],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999151,0.00015006169,0.00003474454,0.0002560525,0.00028113904,0.00012706853],"domain_scores_gemma":[0.9948264,0.0035229598,0.00027028617,0.00046822208,0.0008036669,0.00010842282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011860298,0.0005028702,0.00040978615,0.00073999626,0.0003494674,0.0006945874,0.00044425693,0.0010413214,0.00086272374],"category_scores_gemma":[0.0077507673,0.00034482824,0.00043497555,0.0012589978,0.0004316313,0.0007999033,0.0003878819,0.00077254995,0.00036304301],"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":[0.0018981396,0.00031946524,0.1745064,0.00067762623,0.00045100867,0.002089307,0.0006828224,0.13076998,0.5696739,0.0012992612,0.0040398217,0.113592215],"study_design_scores_gemma":[0.000074173025,0.0003079422,0.6229447,0.000053447096,0.00023084182,0.0015052892,0.00019962536,0.25010017,0.12056313,0.00032788268,0.003550642,0.00014225008],"about_ca_topic_score_codex":0.007354712,"about_ca_topic_score_gemma":0.00781387,"teacher_disagreement_score":0.007354712,"about_ca_system_score_codex":0.0003472185,"about_ca_system_score_gemma":0.0004122283,"threshold_uncertainty_score":0.014623821},"labels":[],"label_agreement":null},{"id":"W1987153639","doi":"10.3155/1047-3289.60.9.1065","title":"Buoyancy-Corrected Gravimetric Analysis of Lightly Loaded Filters","year":2010,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Health Canada","funders":"","keywords":"Gravimetric analysis; Relative humidity; Buoyancy; Humidity; Analytical Chemistry (journal); Air conditioning; Particle size; Absorption (acoustics); Body orifice; Chemistry; Materials science; Environmental science; Chromatography; Meteorology; Composite material; Thermodynamics","score_opus":0.003688316998914355,"score_gpt":0.19373256957460125,"score_spread":0.19004425257568688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987153639","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7782158,0.0024087578,0.20900592,0.00018620059,0.00037390008,0.00036731255,0.0017097298,0.0016826201,0.00604972],"genre_scores_gemma":[0.7671892,0.0030049002,0.21488887,0.00032539695,0.000121417215,0.00056052767,0.0027989883,0.0007623946,0.0103482315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99814034,0.00024335191,0.000114327806,0.0003578222,0.0010395979,0.00010458504],"domain_scores_gemma":[0.99857545,0.00042379246,0.00018559005,0.00018507428,0.0005955122,0.00003457012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017060123,0.00089783536,0.00046522595,0.0010578784,0.0006931238,0.0006878649,0.00078252814,0.00046253172,0.0014001848],"category_scores_gemma":[0.002841149,0.00036475278,0.00033473942,0.00075578864,0.00069907866,0.0004536423,0.00046250832,0.00066211034,0.00084672665],"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":[0.00007480779,0.000026983738,0.0028517952,0.00006808787,0.000029034567,0.00003241858,0.00011196764,0.00029438589,0.985401,0.0001051275,0.00014197973,0.010862476],"study_design_scores_gemma":[0.0000035123348,0.00010351043,0.010523563,0.000010296405,0.00003120765,0.00008431959,0.000043949116,0.00329234,0.9840866,0.0001055543,0.0016983685,0.0000167189],"about_ca_topic_score_codex":0.003714149,"about_ca_topic_score_gemma":0.0076177847,"teacher_disagreement_score":0.003714149,"about_ca_system_score_codex":0.00078079593,"about_ca_system_score_gemma":0.00041943972,"threshold_uncertainty_score":0.009022415},"labels":[],"label_agreement":null},{"id":"W1987237522","doi":"10.1016/j.buildenv.2011.12.021","title":"A wind tunnel study of the effect of downstream buildings on near-field pollutant dispersion","year":2012,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Wind tunnel; Environmental science; ASHRAE 90.1; Plume; Roof; Dilution; Downstream (manufacturing); Stack (abstract data type); Pollutant; Meteorology; Marine engineering; Engineering; Civil engineering; Geography; Aerospace engineering; Chemistry","score_opus":0.005328388384186275,"score_gpt":0.20280941606998173,"score_spread":0.19748102768579545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987237522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996119,0.0000064753617,0.00015404687,0.0000030283577,0.0000021301248,0.000004024737,0.000024552952,0.0000037027862,0.00019001741],"genre_scores_gemma":[0.99929523,0.000016634376,0.00027725467,0.000002750207,0.0000016809162,0.0000051979055,0.000057375273,0.0000024017538,0.00034139387],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999163,0.000029422328,0.0000046705277,0.000014638007,0.000017974517,0.000017002796],"domain_scores_gemma":[0.9993579,0.0003815037,0.000040199768,0.000045951754,0.000097151555,0.00007740325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030449918,0.00034467998,0.00037587513,0.0002355049,0.00048089967,0.00030456364,0.00028437856,0.0004276178,0.00155105],"category_scores_gemma":[0.00054506515,0.00025534726,0.00039970662,0.00025697876,0.00027156,0.00041073363,0.00018922493,0.0004153049,0.00011683019],"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":[0.01279953,0.009854252,0.16309145,0.00042650363,0.00033455205,0.002081748,0.00082415296,0.14563178,0.6312662,0.0014017636,0.00085611275,0.03143205],"study_design_scores_gemma":[0.0008845432,0.023001626,0.54241204,0.000037221234,0.00032824595,0.0007148604,0.0014361279,0.32013237,0.10895681,0.0006695687,0.00128161,0.00014499605],"about_ca_topic_score_codex":0.0058907676,"about_ca_topic_score_gemma":0.005724021,"teacher_disagreement_score":0.0058907676,"about_ca_system_score_codex":0.00012587158,"about_ca_system_score_gemma":0.0002736533,"threshold_uncertainty_score":0.011712909},"labels":[],"label_agreement":null},{"id":"W1988386574","doi":"10.1080/10407790.2014.964531","title":"Turbulent Dispersion of a Passive Scalar in a Staggered Array of Cubes","year":2014,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part B Fundamentals","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Defence Research and Development Canada; University of Manitoba","funders":"","keywords":"Turbulence; Mechanics; Scalar (mathematics); Turbulence kinetic energy; Reynolds-averaged Navier–Stokes equations; Boundary layer; Mean flow; Context (archaeology); Reynolds number; Physics; Dissipation; Dispersion (optics); Optics; Computational physics; Mathematics; Geometry; Geology; Thermodynamics","score_opus":0.010554815297332187,"score_gpt":0.22359702989126698,"score_spread":0.2130422145939348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988386574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99645585,0.000013841774,0.0031938606,0.000009123256,0.000003884786,0.0000048802353,0.00001767001,0.000026015477,0.0002748892],"genre_scores_gemma":[0.99694663,0.000011253736,0.0027737839,0.0000036965464,0.0000013454882,0.000004898263,0.000036091067,0.0000029834566,0.00021938753],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998528,0.00001444036,0.000006894168,0.000036629197,0.00005980975,0.000029399956],"domain_scores_gemma":[0.9995105,0.00017752287,0.000111755304,0.000068665526,0.00006918666,0.00006229226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191237,0.00023775086,0.00031159638,0.00029809485,0.00035766588,0.00054056675,0.0004370585,0.0002622906,0.00035462613],"category_scores_gemma":[0.0005766104,0.0001549639,0.00023096212,0.0003771833,0.00070212124,0.00048355747,0.0004688607,0.00033593492,0.00005934291],"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":[0.0008743006,0.0005005557,0.01470086,0.00006738129,0.00007085209,0.0004777281,0.00028841468,0.67123663,0.29899976,0.0020596643,0.0001878007,0.010536095],"study_design_scores_gemma":[0.00008933733,0.0009775646,0.014181276,0.0000058845285,0.000023995153,0.000080465004,0.00014151573,0.9232753,0.060341403,0.00044910537,0.0003928751,0.000041354313],"about_ca_topic_score_codex":0.0033970803,"about_ca_topic_score_gemma":0.0022897283,"teacher_disagreement_score":0.0033970803,"about_ca_system_score_codex":0.00049148384,"about_ca_system_score_gemma":0.00049218326,"threshold_uncertainty_score":0.0067546368},"labels":[],"label_agreement":null},{"id":"W1988863663","doi":"10.1007/s00348-008-0470-z","title":"Measurements in an urban-type boundary layer","year":2008,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Particle image velocimetry; Boundary layer; Wind tunnel; Turbulence; Surface finish; Flow (mathematics); Optics; Surface roughness; Laser Doppler velocimetry; Velocimetry; Planetary boundary layer; Meteorology; Mechanics; Materials science; Geology; Physics","score_opus":0.07320941783089657,"score_gpt":0.30179769125850137,"score_spread":0.2285882734276048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988863663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970402,0.00004256403,0.0014763816,0.000030212768,0.000021638309,0.000030298843,0.0002873013,0.00008230842,0.0009889683],"genre_scores_gemma":[0.99718577,0.00004588044,0.001906041,0.000020509788,0.0000069251078,0.000040091436,0.00037548802,0.000014810366,0.00040456193],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99953914,0.00006874705,0.000024306431,0.00011521938,0.00012832682,0.00012434291],"domain_scores_gemma":[0.9993212,0.00016314627,0.000064415945,0.0000925784,0.0002611056,0.000097465636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059743784,0.00048458847,0.0004598715,0.0004127442,0.001397082,0.0004982033,0.000605972,0.0009757292,0.0007628869],"category_scores_gemma":[0.0007048925,0.00026192647,0.0002504125,0.0005756631,0.0007415172,0.0005290552,0.00047989565,0.0007905252,0.00021847984],"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":[0.002011051,0.0011768022,0.029884763,0.00011566179,0.000036297195,0.00028777335,0.00084709644,0.005937653,0.9515497,0.000486169,0.0006066475,0.007060386],"study_design_scores_gemma":[0.0009888097,0.0033818004,0.13962315,0.000040539264,0.00013915525,0.00019740884,0.0015551052,0.03198487,0.81690025,0.00046510957,0.0046227104,0.00010105202],"about_ca_topic_score_codex":0.007279561,"about_ca_topic_score_gemma":0.008452758,"teacher_disagreement_score":0.007279561,"about_ca_system_score_codex":0.00036009093,"about_ca_system_score_gemma":0.0005049805,"threshold_uncertainty_score":0.014474392},"labels":[],"label_agreement":null},{"id":"W1989355540","doi":"10.2514/2.2986","title":"Aeroelastic Response of an Airfoil-Aileron Combination with Freeplay in Aileron Hinge","year":2002,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Aileron; Aeroelasticity; Hinge; Airfoil; Wing; Angle of attack; Structural engineering; Aeronautics; Computer science; Aerospace engineering; Engineering; Aerodynamics","score_opus":0.010168097846455176,"score_gpt":0.20801829704248476,"score_spread":0.19785019919602959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989355540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991062,0.00005658035,0.00043926176,0.000009539662,0.000015601081,0.0000025257032,0.00003190011,0.000020506199,0.00031776365],"genre_scores_gemma":[0.9994293,0.000019176963,0.00013559336,0.000004209451,0.0000020095645,0.0000016711847,0.000023385295,0.000003955688,0.00038069193],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999814,0.000022521128,0.000009095505,0.00004134593,0.00004107816,0.00007199878],"domain_scores_gemma":[0.9996118,0.00014777598,0.000036805865,0.000024172012,0.000071058574,0.000108436776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019941172,0.00048122066,0.0005718439,0.00030242334,0.00039998183,0.00039854026,0.00060323,0.0005337699,0.003666383],"category_scores_gemma":[0.0003846683,0.00021326034,0.00042716676,0.00019856893,0.0002838019,0.00041720437,0.00038371165,0.00031767227,0.0003535424],"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":[0.010725967,0.00046872316,0.008623461,0.00017077067,0.00007199398,0.0020561223,0.00016856623,0.016016617,0.95205337,0.00017135356,0.00046749457,0.0090056835],"study_design_scores_gemma":[0.00026641856,0.0063715144,0.07451235,0.000037697646,0.00021795213,0.0008487704,0.000699464,0.13384825,0.78145105,0.00015505476,0.0015013877,0.0000900665],"about_ca_topic_score_codex":0.0015864492,"about_ca_topic_score_gemma":0.0017038601,"teacher_disagreement_score":0.003666383,"about_ca_system_score_codex":0.00023939315,"about_ca_system_score_gemma":0.00013187589,"threshold_uncertainty_score":0.012265205},"labels":[],"label_agreement":null},{"id":"W1989696853","doi":"10.1115/imece2009-12775","title":"A Basic Numerical Study of the Effect of a Hot Air Vent on the Heat Transfer Rate From a Cold Window","year":2009,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Mechanics; Prandtl number; Turbulence; Dimensionless quantity; Buoyancy; Laminar flow; Heat transfer; Reynolds number; Thermodynamics; Physics; Meteorology; Materials science","score_opus":0.007085736067013475,"score_gpt":0.20431745616043998,"score_spread":0.1972317200934265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989696853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9324821,0.00080252456,0.03559012,0.00044976606,0.00012584779,0.00013254491,0.00059313665,0.00020663723,0.029617326],"genre_scores_gemma":[0.9857211,0.0002584899,0.0096982485,0.000039724153,0.000016856362,0.00005918814,0.00014842211,0.000030614094,0.0040274695],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998246,0.00003489848,0.000010288009,0.000029224082,0.00004323259,0.000057836984],"domain_scores_gemma":[0.9992563,0.000525196,0.00006236146,0.000029037526,0.000092189235,0.000034840148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041275148,0.0003912982,0.0007609048,0.00036114635,0.00064945157,0.0009672066,0.0006110665,0.0013857749,0.003924631],"category_scores_gemma":[0.0017993528,0.00024350295,0.0006394836,0.00046786532,0.0007447923,0.0006361403,0.00047941325,0.0005855148,0.00028669057],"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":[0.00020628775,0.000111236244,0.0036522702,0.00020649578,0.000017051181,0.00034451758,0.00011765349,0.97012746,0.016409153,0.003612611,0.00031794145,0.004877327],"study_design_scores_gemma":[0.000017335691,0.00010092412,0.0010494513,0.0000120540235,0.0000071520367,0.000037121146,0.00004915619,0.9951792,0.002802837,0.0003536432,0.00038112418,0.000010020009],"about_ca_topic_score_codex":0.007997049,"about_ca_topic_score_gemma":0.002850949,"teacher_disagreement_score":0.007997049,"about_ca_system_score_codex":0.0006248566,"about_ca_system_score_gemma":0.00072225765,"threshold_uncertainty_score":0.01590097},"labels":[],"label_agreement":null},{"id":"W1989901888","doi":"10.1016/j.buildenv.2004.03.011","title":"Airflow modelling in a computer room","year":2004,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Airflow; Gambit; Fluent; Indoor air quality; Computational fluid dynamics; Air quality index; Thermal comfort; Ceiling (cloud); Environmental science; Engineering; Parametric statistics; Simulation; Marine engineering; Meteorology; Computer simulation; Mechanical engineering; Mathematics; Structural engineering; Environmental engineering; Geography; Statistics","score_opus":0.010324767091953268,"score_gpt":0.18842021275553866,"score_spread":0.1780954456635854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989901888","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":[0.26011688,0.0003325796,0.727951,0.00015913819,0.000087565204,0.000093206625,0.00019941753,0.0012258162,0.009834416],"genre_scores_gemma":[0.9402789,0.00019521582,0.051985964,0.00002244906,0.000025192347,0.000070164526,0.00016540677,0.00012394338,0.0071327384],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978095,0.000068116606,0.000012583048,0.000062522326,0.000045299214,0.000030504008],"domain_scores_gemma":[0.9996606,0.000218055,0.000016440132,0.000033108718,0.00004210484,0.000029660723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025012402,0.0005784649,0.0007139675,0.00035548452,0.0006178787,0.0010289482,0.0011111314,0.0014835148,0.003019558],"category_scores_gemma":[0.0009264052,0.00045294172,0.00077238656,0.0003910267,0.00080711895,0.0010320393,0.0007861108,0.00068783085,0.00038183917],"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":[0.00007620802,0.00003116605,0.00045490338,0.000023968167,0.000009203858,0.000051644358,0.00006725816,0.98733646,0.0037379134,0.0022597464,0.00015583397,0.005795749],"study_design_scores_gemma":[0.0000067594274,0.000017238233,0.00017015521,0.0000020257269,0.000003554767,0.000010124213,0.000011210908,0.9984498,0.0006198941,0.0004299987,0.0002746943,0.000004540823],"about_ca_topic_score_codex":0.020915054,"about_ca_topic_score_gemma":0.010743593,"teacher_disagreement_score":0.020915054,"about_ca_system_score_codex":0.00044210532,"about_ca_system_score_gemma":0.0008915174,"threshold_uncertainty_score":0.041586637},"labels":[],"label_agreement":null},{"id":"W1990671284","doi":"10.1007/s10546-009-9359-5","title":"The Budget of Turbulent Kinetic Energy in the Urban Roughness Sublayer","year":2009,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Turbulence kinetic energy; Turbulence; Urban climatology; Environmental science; Reynolds stress; Atmospheric sciences; Mean flow; Wake; Meteorology; Laminar sublayer; Mechanics; Reynolds number; Geography; Geology; Physics; Urban climate; Urban planning","score_opus":0.009616632913113096,"score_gpt":0.22679432669925043,"score_spread":0.21717769378613733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990671284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923678,0.00041628463,0.004968022,0.00009531846,0.00002248768,0.000015630212,0.0003606614,0.00006300369,0.0016908302],"genre_scores_gemma":[0.9984914,0.00011638995,0.000517737,0.0000102005215,0.0000065421696,0.0000066054768,0.00019496873,0.000037420574,0.00061872124],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998437,0.000024477042,0.000012237535,0.000037365415,0.000027009333,0.000055044835],"domain_scores_gemma":[0.9996563,0.000108202665,0.000043699194,0.000033278633,0.00011549462,0.000042989832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003364237,0.0006639482,0.0005168629,0.00091497716,0.00046119926,0.0012836122,0.00051143067,0.000584468,0.0010872311],"category_scores_gemma":[0.0011271187,0.00051879307,0.0002884755,0.0006830303,0.00044488537,0.0019819348,0.0003888673,0.00036123622,0.00026227883],"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":[0.0020065163,0.00037599946,0.17579299,0.00033851422,0.00039391892,0.0005598919,0.00035927113,0.41938636,0.3387006,0.020512873,0.0012589708,0.040314075],"study_design_scores_gemma":[0.00015719103,0.00013542702,0.23806837,0.0000422484,0.00009486536,0.000103304905,0.00021285798,0.73084176,0.027009925,0.0021657436,0.0010356152,0.00013266876],"about_ca_topic_score_codex":0.018691918,"about_ca_topic_score_gemma":0.010343775,"teacher_disagreement_score":0.018691918,"about_ca_system_score_codex":0.0010074035,"about_ca_system_score_gemma":0.000647555,"threshold_uncertainty_score":0.037166238},"labels":[],"label_agreement":null},{"id":"W1990829023","doi":"10.1139/l10-013","title":"Serviceability design factors for wind-sensitive structures","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Serviceability (structure); Structural engineering; Vibration; Wind speed; Wind engineering; Engineering; Perception; Standard deviation; Damping ratio; Meteorology; Mathematics; Statistics; Acoustics; Geography","score_opus":0.0092646603426601,"score_gpt":0.18432910246648324,"score_spread":0.17506444212382313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990829023","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":[0.30216902,0.00017746618,0.6857518,0.00017209142,0.000027527565,0.00041296563,0.00017042033,0.0003826972,0.01073607],"genre_scores_gemma":[0.9564974,0.00005094589,0.042552818,0.000016050448,0.00000638383,0.00015909201,0.00014438642,0.000041928375,0.000530999],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653363,0.0009844834,0.00016711345,0.00031495825,0.0017568853,0.00024293842],"domain_scores_gemma":[0.986016,0.0075002974,0.0021946146,0.00085419265,0.0032876206,0.00014717338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00606491,0.0008669961,0.00039182956,0.0023625742,0.00046874813,0.0007430047,0.0006287972,0.00058522105,0.0017975047],"category_scores_gemma":[0.034950703,0.0003144961,0.0006707787,0.00089589,0.0006345541,0.00092196226,0.0005217974,0.000618053,0.0002127441],"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":[0.00022846197,0.000164584,0.04003533,0.00018659471,0.00003990305,0.00024505597,0.00063697883,0.7974742,0.012861635,0.022426229,0.001237856,0.12446317],"study_design_scores_gemma":[0.00005478968,0.00087649614,0.054400757,0.000107957734,0.000054491822,0.00030221182,0.00049307756,0.9049901,0.015047663,0.016780263,0.006780832,0.00011136576],"about_ca_topic_score_codex":0.009096853,"about_ca_topic_score_gemma":0.0069113844,"teacher_disagreement_score":0.009096853,"about_ca_system_score_codex":0.002014714,"about_ca_system_score_gemma":0.0014142765,"threshold_uncertainty_score":0.03207469},"labels":[],"label_agreement":null},{"id":"W1991024082","doi":"10.4028/www.scientific.net/amm.152-154.1806","title":"Large Eddy Simulation of Wind Loads on a Low-Rise Structure and Comparison with Wind Tunnel Results","year":2012,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Low-rise; Wind tunnel; Large eddy simulation; Computation; Gable; Meteorology; Boundary layer; Geology; Structural engineering; Environmental science; Engineering; Physics; Aerospace engineering; Computer science; Turbulence","score_opus":0.009638882852048536,"score_gpt":0.2248873829232792,"score_spread":0.21524850007123067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991024082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99602157,0.000010981146,0.0029182169,0.000016181342,0.00000286011,0.000010122154,0.00009095781,0.000097381744,0.0008316882],"genre_scores_gemma":[0.9984598,0.000009125227,0.0011729238,0.0000024786696,0.000001069589,0.0000075842077,0.00008923875,0.000012930919,0.00024481877],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999366,0.000015938036,0.000004611069,0.000008427807,0.000016616566,0.000017834183],"domain_scores_gemma":[0.99968886,0.00016453495,0.000026688265,0.00003076089,0.000053050495,0.000036174257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020230643,0.00031772774,0.00031892434,0.00029464514,0.0003225463,0.00036080703,0.0003430746,0.00037836673,0.0011692279],"category_scores_gemma":[0.0007299665,0.00019077804,0.00022245261,0.00025028698,0.0003147871,0.00029267414,0.00016503665,0.00028789166,0.000106270665],"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":[0.00012835718,0.00011433265,0.009302035,0.000026073063,0.000013848831,0.00015118459,0.00006757578,0.97763807,0.008633102,0.0003202581,0.00012898717,0.0034761222],"study_design_scores_gemma":[0.000015034624,0.000044926423,0.0035120149,0.0000018122432,0.0000027255633,0.00000998909,0.00002967864,0.9947555,0.001514425,0.000048497055,0.000060250146,0.0000051954253],"about_ca_topic_score_codex":0.014971044,"about_ca_topic_score_gemma":0.011684323,"teacher_disagreement_score":0.014971044,"about_ca_system_score_codex":0.00031228457,"about_ca_system_score_gemma":0.00041032152,"threshold_uncertainty_score":0.029767811},"labels":[],"label_agreement":null},{"id":"W1991152085","doi":"10.1016/j.jweia.2008.03.002","title":"Assessment of tornado hazard for spatially distributed systems in southern Ontario","year":2008,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"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; Canada Research Chairs","keywords":"Tornado; Hazard analysis; Hazard; Transmission tower; Environmental science; Wind speed; Meteorology; Statistics; Engineering; Tower; Geography; Civil engineering; Reliability engineering; Mathematics","score_opus":0.017562570019155913,"score_gpt":0.20557843816358284,"score_spread":0.18801586814442695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991152085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977277,0.00003081926,0.00023807187,0.000036689748,0.0000015970254,0.000033881086,0.00025781777,0.000009676565,0.0016637723],"genre_scores_gemma":[0.99910694,0.000034639714,0.00017882642,0.0000034786585,7.900781e-7,0.000007386385,0.00011439531,0.0000014377412,0.0005519844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997383,0.000035445395,0.000015461543,0.000032768567,0.00010775657,0.00007029422],"domain_scores_gemma":[0.99939406,0.00009989917,0.000116551404,0.000030643212,0.00027371786,0.000085125954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002384951,0.00029014703,0.00027138556,0.00062459527,0.0014959829,0.0009812022,0.0005005858,0.0003007881,0.0010076603],"category_scores_gemma":[0.0013092577,0.00026858857,0.00030574802,0.001068402,0.00065405644,0.00047390332,0.0006841218,0.0002288263,0.00010305995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050719647,0.00010972742,0.9210724,0.000107371074,0.00015468188,0.0012765261,0.0018989744,0.0558771,0.003928218,0.0008016947,0.00064466835,0.0136214355],"study_design_scores_gemma":[0.00004880005,0.000116099516,0.956749,0.000020319601,0.0000658212,0.000103981154,0.004668321,0.035839926,0.00062373135,0.00022263009,0.0015184929,0.000022852],"about_ca_topic_score_codex":0.9416001,"about_ca_topic_score_gemma":0.9792259,"teacher_disagreement_score":0.058399916,"about_ca_system_score_codex":0.010203678,"about_ca_system_score_gemma":0.0061043566,"threshold_uncertainty_score":0.11748761},"labels":[],"label_agreement":null},{"id":"W1991397360","doi":"10.1121/1.2943014","title":"Experimentally measured diffraction of sonic boom waves around a house","year":2007,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sonic boom; Boom; Amplitude; Geometrical acoustics; Acoustics; Diffraction; Geology; Physics; Optics; Mechanics; Supersonic speed","score_opus":0.013155976774507444,"score_gpt":0.24635967744283677,"score_spread":0.23320370066832932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991397360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971455,0.00003795747,0.0014447861,0.000011401029,0.000011066139,0.00000974675,0.00005361045,0.00002829138,0.0012577227],"genre_scores_gemma":[0.9983273,0.00004311342,0.0007581654,0.00000831015,0.0000039129836,0.000005476277,0.00006901196,0.0000067187157,0.0007779556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966156,0.000036511712,0.00001402976,0.000057476387,0.00013395459,0.00009641396],"domain_scores_gemma":[0.99949694,0.0002001518,0.00004585002,0.000058474412,0.00013847079,0.00006012978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024936517,0.0003402504,0.000353953,0.00034603415,0.00047355695,0.00055325433,0.00039228535,0.0004903177,0.0021484299],"category_scores_gemma":[0.0011223712,0.000404776,0.00018282329,0.00036753525,0.0007603035,0.00031849594,0.00043157657,0.00039753926,0.00030296473],"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":[0.0009895182,0.00025900814,0.02576591,0.00012663199,0.000034369055,0.0010851115,0.001920284,0.006795255,0.9436051,0.000467492,0.0007082283,0.018243019],"study_design_scores_gemma":[0.00012827055,0.0022977572,0.14171277,0.000044961027,0.00008355324,0.00084683514,0.0032257808,0.028211704,0.81962985,0.00021967001,0.003515196,0.00008368099],"about_ca_topic_score_codex":0.0027738488,"about_ca_topic_score_gemma":0.004946141,"teacher_disagreement_score":0.0027738488,"about_ca_system_score_codex":0.00029539218,"about_ca_system_score_gemma":0.00017877533,"threshold_uncertainty_score":0.0071871877},"labels":[],"label_agreement":null},{"id":"W1991628996","doi":"10.1002/cjce.5450790112","title":"Ventilation design of industrial premises through CFD modelling","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ventilation (architecture); Computational fluid dynamics; Reliability (semiconductor); Hazard; Work (physics); Hazard analysis; Health hazard; Computer science; Reliability engineering; Environmental science; Engineering; Mechanical engineering; Medicine; Chemistry; Aerospace engineering","score_opus":0.03938500698628456,"score_gpt":0.1962493431210048,"score_spread":0.15686433613472026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991628996","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":[0.31441158,0.00045660432,0.6679165,0.00018303518,0.000050751183,0.00017211134,0.00019011532,0.0006697527,0.01594962],"genre_scores_gemma":[0.97493935,0.00017522465,0.021828309,0.000013977956,0.000006862305,0.00005583227,0.00009132531,0.000035061243,0.0028540415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983287,0.000047660582,0.0000076414535,0.000029117913,0.000049878174,0.00003283251],"domain_scores_gemma":[0.999858,0.00006142944,0.000015179571,0.000013902762,0.000036152273,0.00001537156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024890364,0.00039649202,0.00049499376,0.00039433793,0.00039866832,0.00071803323,0.000682273,0.0008927287,0.0026928743],"category_scores_gemma":[0.0006868241,0.0003081347,0.0005150064,0.0001886902,0.00036961766,0.00041797548,0.00046408828,0.0002963925,0.00033955858],"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":[0.000026343432,0.000017615514,0.00074554246,0.000029151042,0.000005833434,0.000054339762,0.000022470522,0.98699147,0.005630544,0.0008671325,0.00009791582,0.00551173],"study_design_scores_gemma":[0.000008806471,0.00002078446,0.00031183072,0.000006832627,0.0000037243876,0.000016537631,0.000012546802,0.9971207,0.001506254,0.0003633411,0.00062467007,0.0000040346113],"about_ca_topic_score_codex":0.00660901,"about_ca_topic_score_gemma":0.0034392835,"teacher_disagreement_score":0.00660901,"about_ca_system_score_codex":0.00047102306,"about_ca_system_score_gemma":0.0006531414,"threshold_uncertainty_score":0.013141096},"labels":[],"label_agreement":null},{"id":"W1991996508","doi":"10.1364/ao.45.007912","title":"Wind loads on ground-based telescopes","year":2006,"lang":"en","type":"article","venue":"Applied Optics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Telescope; Enclosure; Wind tunnel; Remote sensing; Wind engineering; Wind speed; Environmental science; Vibration; Optics; Computer science; Meteorology; Physics; Aerospace engineering; Acoustics; Geology; Engineering; Telecommunications","score_opus":0.007098252035447885,"score_gpt":0.19528215076678576,"score_spread":0.18818389873133787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991996508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854828,0.00012347278,0.011245054,0.000039249615,0.000014305845,0.000013587713,0.000102915285,0.00009950264,0.002878996],"genre_scores_gemma":[0.998609,0.00006497198,0.0007525232,0.0000053064928,0.0000049585033,0.0000051598545,0.00007229977,0.000013272427,0.00047243852],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997248,0.000043379678,0.0000122176325,0.000038241124,0.00013547523,0.000045761473],"domain_scores_gemma":[0.99955255,0.00018597461,0.00008248041,0.00004034149,0.00010168104,0.00003704949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217667,0.0002703304,0.00031217324,0.00037152745,0.0003863084,0.00046207954,0.00023206953,0.0004160772,0.0012454861],"category_scores_gemma":[0.0012687142,0.00016230637,0.00017479199,0.00029457745,0.00034322406,0.00050543656,0.00030440456,0.00020367501,0.00021518029],"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":[0.00053868676,0.00023070237,0.054895815,0.00018353011,0.00005340786,0.0009796607,0.00037098344,0.6355056,0.2507307,0.00239244,0.0010922273,0.05302622],"study_design_scores_gemma":[0.000050627037,0.0008247846,0.14946207,0.000031888503,0.000030224412,0.00020730257,0.00039517254,0.8078575,0.0372917,0.0016266794,0.00217368,0.00004830133],"about_ca_topic_score_codex":0.0024943277,"about_ca_topic_score_gemma":0.0026710795,"teacher_disagreement_score":0.0024943277,"about_ca_system_score_codex":0.00045885274,"about_ca_system_score_gemma":0.00021569795,"threshold_uncertainty_score":0.004959643},"labels":[],"label_agreement":null},{"id":"W1992378003","doi":"10.1016/j.enbuild.2012.01.004","title":"Evaluation of various turbulence models for the prediction of the airflow and temperature distributions in atria","year":2012,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":140,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Computational fluid dynamics; Turbulence modeling; Mechanics; Fluent; Airflow; K-epsilon turbulence model; Solver; Physics; Mathematics; Statistical physics; Meteorology; Thermodynamics; Mathematical optimization","score_opus":0.014451753363242729,"score_gpt":0.2208352753657613,"score_spread":0.20638352200251858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992378003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97327304,0.00030202692,0.023486072,0.00012096137,0.000049939896,0.00006294904,0.00023404227,0.00034970872,0.0021213428],"genre_scores_gemma":[0.9939731,0.00011466259,0.005240187,0.000010857967,0.0000086577575,0.000031246513,0.00017556892,0.00002227073,0.00042349487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996729,0.00013496874,0.000036832902,0.000056926616,0.000061148814,0.000037244125],"domain_scores_gemma":[0.99828327,0.0010898989,0.00009566806,0.00008551513,0.00037083094,0.000074885196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013328869,0.0007969733,0.00084237545,0.000705914,0.00056366,0.0008475092,0.0007190415,0.00073563104,0.000583204],"category_scores_gemma":[0.0025127635,0.00031315305,0.0008279999,0.0004152107,0.00030414696,0.00068417913,0.00032473324,0.00053340016,0.000118289485],"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":[0.00024434752,0.00026258474,0.0073854467,0.0000493884,0.00006519032,0.000042689055,0.00004086468,0.9760206,0.0027042911,0.0004788666,0.00013634935,0.012569384],"study_design_scores_gemma":[0.000012974405,0.00011368599,0.0010985181,0.000003552811,0.000016770779,0.0000030049202,0.000014864124,0.99734855,0.0012922412,0.00004164308,0.000049106024,0.000004995733],"about_ca_topic_score_codex":0.033196453,"about_ca_topic_score_gemma":0.017983438,"teacher_disagreement_score":0.033196453,"about_ca_system_score_codex":0.0010693622,"about_ca_system_score_gemma":0.0009003849,"threshold_uncertainty_score":0.06600642},"labels":[],"label_agreement":null},{"id":"W1994048623","doi":"10.1016/j.atmosenv.2007.06.052","title":"Simulations of pollutant dispersion within idealised urban-type geometries with CFD and integral models","year":2007,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":237,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Computational fluid dynamics; Atmospheric dispersion modeling; Context (archaeology); Environmental science; Air quality index; Line source; Meteorology; Turbulence; Dispersion (optics); Planetary boundary layer; AERMOD; Mechanics; Advection; Physics; Air pollution; Geology; Chemistry","score_opus":0.007758545503954407,"score_gpt":0.19530738675666243,"score_spread":0.18754884125270802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994048623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93744916,0.00026670416,0.04986206,0.00021772366,0.000066117995,0.000055273213,0.00039682165,0.00021782002,0.011468315],"genre_scores_gemma":[0.9906412,0.00009998151,0.007883285,0.000014952049,0.000008646949,0.000025591176,0.000118717064,0.000023729128,0.0011839325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966395,0.00007619139,0.00002395512,0.000053315292,0.000097745135,0.00008484003],"domain_scores_gemma":[0.99893695,0.0006511967,0.000114049195,0.00008426311,0.00013677566,0.000076701515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041199318,0.000521923,0.000978152,0.00062024227,0.00078353466,0.0010277481,0.0010302122,0.0016783774,0.0012620974],"category_scores_gemma":[0.002164399,0.00058676983,0.00060083263,0.0010955199,0.0011557164,0.0010047039,0.00083227456,0.0007005789,0.000121824894],"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":[0.000030722676,0.000024131965,0.00078192644,0.000009130812,0.000005503599,0.000033656223,0.00003132543,0.9969844,0.0004398175,0.0010330458,0.000039834384,0.0005865892],"study_design_scores_gemma":[0.000012750181,0.00001409397,0.00031133555,0.000002444139,0.0000032605196,0.000009356814,0.000021142992,0.9986602,0.00047105746,0.00037699766,0.00011078939,0.0000065108206],"about_ca_topic_score_codex":0.027691249,"about_ca_topic_score_gemma":0.012517359,"teacher_disagreement_score":0.027691249,"about_ca_system_score_codex":0.0013172891,"about_ca_system_score_gemma":0.0010188542,"threshold_uncertainty_score":0.05506015},"labels":[],"label_agreement":null},{"id":"W1994179277","doi":"10.1016/s0261-3069(01)00051-6","title":"Atmospheric corrosivity modeling — a review","year":2002,"lang":"en","type":"review","venue":"Materials & Design (1980-2015)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":134,"is_retracted":false,"has_abstract":false,"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":"Corrosion; Aerosol; Deposition (geology); Atmosphere (unit); Environmental science; Meteorology; Pollutant; Atmospheric sciences; Diffusion; Environmental engineering; Metallurgy; Chemistry; Materials science; Geology; Geography; Physics; Thermodynamics","score_opus":0.06631883397029326,"score_gpt":0.29591846123768223,"score_spread":0.22959962726738897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994179277","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":[0.001596404,0.97456914,0.017225197,0.00039955438,0.0006149086,0.000025061268,0.00022042888,0.00015282983,0.0051963856],"genre_scores_gemma":[0.014982241,0.9732443,0.0081376955,0.0002417257,0.0004788918,0.000039354207,0.00026931448,0.00005124402,0.0025552174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997178,0.000038195878,0.000031159467,0.00008137442,0.00011553345,0.000016090737],"domain_scores_gemma":[0.9994667,0.00024185072,0.000060151076,0.000040594543,0.00017735602,0.000013218669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006874753,0.0016568186,0.0016052213,0.0018287853,0.00023881775,0.001047646,0.0018183863,0.0011344256,0.0026375204],"category_scores_gemma":[0.0013723335,0.0005853371,0.0010599388,0.0025605785,0.00043231674,0.0015796098,0.00081364065,0.0007240991,0.0011893179],"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":[0.00004013174,0.00010574455,0.0008340909,0.011582089,0.00011309022,0.00007430627,0.000038315015,0.025369335,0.0015398152,0.007151641,0.020467754,0.93268365],"study_design_scores_gemma":[0.000024337907,0.00020775637,0.0022307646,0.010202758,0.00075321016,0.0005833738,0.0001770417,0.03713708,0.00965258,0.01565199,0.9232438,0.00013522498],"about_ca_topic_score_codex":0.005238501,"about_ca_topic_score_gemma":0.0047597107,"teacher_disagreement_score":0.005238501,"about_ca_system_score_codex":0.0006902441,"about_ca_system_score_gemma":0.0015257079,"threshold_uncertainty_score":0.010416031},"labels":[],"label_agreement":null},{"id":"W1994239837","doi":"10.1115/fedsm2014-21868","title":"Numerical Simulations of Wind Effects on an Array of Ground Mounted Solar Panels","year":2014,"lang":"en","type":"article","venue":"","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":"Wind Energy Institute of Canada","funders":"Ontario Centres of Excellence","keywords":"Wind gradient; Wind tunnel; Planetary boundary layer; Log wind profile; Reynolds-averaged Navier–Stokes equations; Roughness length; Particle image velocimetry; Wind profile power law; Turbulence; Boundary layer; Wake; Wind speed; Wind shear; Meteorology; Aerodynamics; Mechanics; Physics; Geology","score_opus":0.009539163580826612,"score_gpt":0.2417196302847042,"score_spread":0.2321804667038776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994239837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727937,0.00027009545,0.01688067,0.00014746473,0.00009191867,0.00004752225,0.00044613634,0.00017367705,0.00914877],"genre_scores_gemma":[0.9947018,0.000109856424,0.0033394217,0.000025376612,0.000013025342,0.000032661057,0.00017119569,0.000018152838,0.0015884837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999845,0.000034224115,0.000009234138,0.000022815448,0.000043357926,0.000045347282],"domain_scores_gemma":[0.9995741,0.00019609024,0.0000714535,0.000032379754,0.00006252192,0.000063375934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020929317,0.0005154531,0.0006885159,0.00036640195,0.00070060464,0.00072050805,0.00060846173,0.0012054639,0.001820481],"category_scores_gemma":[0.00081908714,0.0002820099,0.000513229,0.00056956604,0.0005564157,0.00060183136,0.00051731634,0.0004783547,0.00020614319],"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":[0.00005157788,0.000038544713,0.0018689601,0.000022725704,0.00001939444,0.00019027582,0.000024256302,0.9940392,0.0022288659,0.000301932,0.00013588625,0.0010783433],"study_design_scores_gemma":[0.000015492453,0.000048015158,0.001302209,0.0000038137687,0.0000059714494,0.000016866306,0.00003317337,0.9977574,0.00053137366,0.00013831761,0.00014105414,0.000006455876],"about_ca_topic_score_codex":0.011689897,"about_ca_topic_score_gemma":0.007889061,"teacher_disagreement_score":0.011689897,"about_ca_system_score_codex":0.00041685137,"about_ca_system_score_gemma":0.0004777031,"threshold_uncertainty_score":0.023243725},"labels":[],"label_agreement":null},{"id":"W1994432928","doi":"10.1175/mwr-d-13-00257.1","title":"Implementing Large-Eddy Simulation Capability in a Compressible Mesoscale Model","year":2014,"lang":"en","type":"article","venue":"Monthly Weather Review","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":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mesoscale meteorology; Discretization; Turbulence; Microscale chemistry; Turbulence modeling; Meteorology; Large eddy simulation; Geology; Mechanics; Computer science; Physics; Mathematics","score_opus":0.0187952523431555,"score_gpt":0.2817078764186796,"score_spread":0.2629126240755241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994432928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53948325,0.0005656723,0.43260884,0.0008042259,0.00023492145,0.00023974135,0.0008645501,0.0016653971,0.02353344],"genre_scores_gemma":[0.95949703,0.00016002392,0.03780071,0.000033145443,0.000035002122,0.00009635159,0.00020196458,0.00006121746,0.0021146087],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999149,0.000034181165,0.000005910757,0.000012103763,0.000024581483,0.000008329328],"domain_scores_gemma":[0.9996791,0.00015504904,0.000033322583,0.00004600889,0.00006208402,0.000024380413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031167304,0.00042312397,0.00030446376,0.00020167511,0.00028287506,0.0006301939,0.00062963617,0.0006211666,0.0009743222],"category_scores_gemma":[0.0007185281,0.00014931383,0.00036522304,0.00025526987,0.0002684232,0.00053505634,0.0004154433,0.0005677184,0.00014724926],"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":[0.000034143522,0.000042144904,0.0014100199,0.00003068661,0.00001881726,0.000059366317,0.00002125802,0.98518527,0.003591577,0.0046200156,0.00030208105,0.0046846834],"study_design_scores_gemma":[0.0000059489284,0.000008318341,0.00015063268,0.0000012908081,0.0000017652377,0.0000023314076,0.000001952018,0.99907315,0.00026619848,0.0002443711,0.00024231269,0.0000017057137],"about_ca_topic_score_codex":0.015499113,"about_ca_topic_score_gemma":0.008833128,"teacher_disagreement_score":0.015499113,"about_ca_system_score_codex":0.00046843544,"about_ca_system_score_gemma":0.0007010361,"threshold_uncertainty_score":0.030817807},"labels":[],"label_agreement":null},{"id":"W1995850143","doi":"10.1016/j.ijpvp.2013.03.007","title":"Experimental validation of GASDECOM for High Heating Value Processed Gas mixtures (58 MJ/m3) by specialized shock tube","year":2013,"lang":"en","type":"article","venue":"International Journal of Pressure Vessels and Piping","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Alliance Canada; Nova Chemicals (Canada)","funders":"","keywords":"Shock tube; Decompression; Equation of state; Mechanics; Isentropic process; Shock wave; Real gas; Materials science; Range (aeronautics); Nuclear engineering; Thermodynamics; Engineering; Physics; Composite material","score_opus":0.009334351296620287,"score_gpt":0.25512534230780554,"score_spread":0.24579099101118526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995850143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98043627,0.00020322355,0.016788376,0.000051719726,0.00004067259,0.00011391636,0.0004876637,0.00040198257,0.0014761904],"genre_scores_gemma":[0.98755175,0.00014150354,0.0099385725,0.000035110228,0.000008494764,0.000091143556,0.0003855711,0.00009254107,0.0017554539],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962723,0.000047247053,0.000022918019,0.00008542699,0.00016643594,0.000050693623],"domain_scores_gemma":[0.9995734,0.00013599213,0.00004193231,0.000067148816,0.00015807636,0.000023363295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062610174,0.000622028,0.00037993395,0.00040212454,0.00072865427,0.00046312576,0.0007369407,0.00081748713,0.004297194],"category_scores_gemma":[0.00090945454,0.00029510033,0.00037146494,0.00033774303,0.00053358526,0.0005090784,0.00061694864,0.0005085718,0.00060874166],"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":[0.0008878422,0.00009215355,0.0027078034,0.000114075316,0.000009197983,0.00009296954,0.00017442799,0.00082803564,0.98837495,0.00019334504,0.00016647464,0.0063588372],"study_design_scores_gemma":[0.000022826902,0.0004934965,0.0056844368,0.00000846417,0.000012032466,0.00005127655,0.000054832683,0.00296005,0.9896455,0.000027495087,0.0010310034,0.000008687447],"about_ca_topic_score_codex":0.0009812447,"about_ca_topic_score_gemma":0.001745163,"teacher_disagreement_score":0.004297194,"about_ca_system_score_codex":0.00041418977,"about_ca_system_score_gemma":0.00038200393,"threshold_uncertainty_score":0.014375567},"labels":[],"label_agreement":null},{"id":"W1995937793","doi":"10.1109/ieeegcc.2009.5734335","title":"Methodologies for data mining and modeling of atmospheric pollutants","year":2009,"lang":"en","type":"article","venue":"exhibition","topic":"Wind and Air Flow Studies","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":"University of Victoria","funders":"","keywords":"Plume; Atmospheric dispersion modeling; Environmental science; Meteorology; Pollutant; Planetary boundary layer; Turbulence; Wind speed; Point source; Visibility; Atmospheric sciences; Boundary layer; Geology; Air pollution; Physics; Mechanics","score_opus":0.11443248756506957,"score_gpt":0.3261288832925574,"score_spread":0.21169639572748783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995937793","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":[0.00093461387,0.0005008984,0.99660933,0.000144935,0.000025127529,0.00013945653,0.00065439835,0.00078648614,0.0002048276],"genre_scores_gemma":[0.025256364,0.00089400786,0.9700299,0.00009328257,0.00006202355,0.0008476558,0.0023948438,0.00009741011,0.00032449205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99468553,0.0019657814,0.00088525814,0.0008070267,0.0015299945,0.00012637103],"domain_scores_gemma":[0.987136,0.009090393,0.0009530007,0.0014971001,0.001121994,0.00020136494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008581403,0.0016813035,0.0022852067,0.0042291693,0.00092034874,0.00365282,0.0034830899,0.0012124943,0.0014916735],"category_scores_gemma":[0.021509351,0.0011710608,0.0034431936,0.0057675834,0.0008621628,0.002835613,0.002132898,0.0019778796,0.00096046354],"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":[0.00012047037,0.00025419658,0.0043882946,0.0018081537,0.0012131436,0.00047297316,0.00039728108,0.46011707,0.0025964673,0.09586873,0.009656472,0.42310676],"study_design_scores_gemma":[0.000037039055,0.00004410333,0.00041234805,0.000106673135,0.000084894484,0.00014596655,0.000063854175,0.8841829,0.0012499907,0.09941523,0.014226389,0.000030563675],"about_ca_topic_score_codex":0.004885306,"about_ca_topic_score_gemma":0.00548204,"teacher_disagreement_score":0.008581403,"about_ca_system_score_codex":0.0011794267,"about_ca_system_score_gemma":0.0024538168,"threshold_uncertainty_score":0.045383334},"labels":[],"label_agreement":null},{"id":"W1996232281","doi":"10.1016/j.jweia.2012.02.014","title":"Wind loading on vertical panels with different permeabilities","year":2012,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Aerodynamics; Structural engineering; Wind engineering; Horizontal and vertical; Work (physics); Engineering; Geology; Mechanical engineering; Aerospace engineering","score_opus":0.017370606724317464,"score_gpt":0.19663527668856481,"score_spread":0.17926466996424734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996232281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99718285,0.00006937088,0.00073649717,0.000023115897,0.000023821396,0.000011807617,0.00010469098,0.000025379763,0.0018226237],"genre_scores_gemma":[0.9994287,0.000031439537,0.00008915437,0.000004362078,0.000004138089,0.0000048488637,0.000064585394,0.000008736824,0.00036399497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954283,0.00007556241,0.00002776085,0.00004443123,0.000100674726,0.00020880411],"domain_scores_gemma":[0.99887353,0.0005394356,0.00010006104,0.000099857614,0.0002301844,0.00015694609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030616397,0.0006359133,0.00081787625,0.0010106893,0.00090608565,0.0008015846,0.0004032126,0.00095176365,0.009226659],"category_scores_gemma":[0.0014341193,0.00043707894,0.00059010915,0.00059486704,0.0010406714,0.0007073942,0.0005331567,0.0004980189,0.0006950678],"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":[0.00912075,0.0010831174,0.019439923,0.00052002777,0.00013964118,0.0027477294,0.00064493454,0.2766793,0.6552296,0.002373394,0.0018327754,0.03018873],"study_design_scores_gemma":[0.00031334776,0.0030657372,0.18145747,0.00015221868,0.0002656291,0.0004290719,0.0021728026,0.4229199,0.38612965,0.0016735523,0.0012638348,0.00015671742],"about_ca_topic_score_codex":0.001526877,"about_ca_topic_score_gemma":0.0014004516,"teacher_disagreement_score":0.009226659,"about_ca_system_score_codex":0.00037023306,"about_ca_system_score_gemma":0.00021653167,"threshold_uncertainty_score":0.030866206},"labels":[],"label_agreement":null},{"id":"W1996266846","doi":"10.1016/j.buildenv.2004.08.004","title":"Numerical prediction of ventilation patterns and thermal processes in ice rinks","year":2004,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ceiling (cloud); Turbulence; Latent heat; Convection; Mechanics; Meteorology; Thermal; Heat flux; Convective heat transfer; Mass flux; Heat transfer; Environmental science; Materials science; Physics","score_opus":0.008333986125830353,"score_gpt":0.1966912613731325,"score_spread":0.18835727524730214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996266846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926381,0.000067426576,0.0041051577,0.00007773092,0.000020836806,0.0000149801745,0.00012686482,0.0000737464,0.0028750761],"genre_scores_gemma":[0.9984706,0.00003230689,0.0008966429,0.00000817759,0.0000068919553,0.000009706617,0.000060621307,0.000012161411,0.0005028622],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991167,0.000021841395,0.0000063365383,0.000020271144,0.000013532795,0.000026289432],"domain_scores_gemma":[0.99944705,0.0003496981,0.00004838437,0.000033190976,0.000055600543,0.00006608486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002760755,0.0004451312,0.0006297289,0.00040842043,0.0006773246,0.0008705093,0.00078145287,0.0012870358,0.0013538349],"category_scores_gemma":[0.0015773659,0.0005327871,0.0005755361,0.00038765918,0.0011756915,0.0006437783,0.0004410719,0.0007234263,0.00013450233],"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":[0.00004003237,0.000032859338,0.0026142641,0.0000070283763,0.000008577266,0.0000316693,0.00001759612,0.99560755,0.00055759825,0.00025318423,0.000046660283,0.00078292843],"study_design_scores_gemma":[0.000012222224,0.000010759579,0.0013404881,0.0000016999222,0.0000029371013,0.0000035669452,0.000015665504,0.9983109,0.00018104038,0.00008636298,0.000031051324,0.0000033270421],"about_ca_topic_score_codex":0.066895545,"about_ca_topic_score_gemma":0.03196231,"teacher_disagreement_score":0.066895545,"about_ca_system_score_codex":0.0011559437,"about_ca_system_score_gemma":0.00097583333,"threshold_uncertainty_score":0.13301235},"labels":[],"label_agreement":null},{"id":"W1996394011","doi":"10.1016/j.enbuild.2014.09.079","title":"The effect of an enclosure retrofit on air leakage rates for a multi-unit residential case-study building","year":2014,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; BGC Engineering (Canada)","funders":"","keywords":"Enclosure; Environmental science; Unit (ring theory); Leakage (economics); Engineering; Architectural engineering; Civil engineering; Mathematics; Telecommunications","score_opus":0.010511122471125834,"score_gpt":0.2709498075722269,"score_spread":0.2604386851011011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996394011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99928063,0.00002340227,0.00019153816,0.0000056279064,0.0000015799284,0.000003656286,0.00006010679,0.00000992599,0.00042360122],"genre_scores_gemma":[0.99966276,0.000011430356,0.00013368788,0.0000011568242,5.01616e-7,0.0000020049374,0.000035633868,0.0000031458223,0.00014963682],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993905,0.0002190819,0.000044049666,0.00010150993,0.00010919118,0.0001355705],"domain_scores_gemma":[0.99590343,0.0030679433,0.00033889912,0.00018398628,0.00038832324,0.00011738951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013343106,0.0004031305,0.0005601592,0.00068347825,0.00052041333,0.0009711939,0.00082477875,0.00091312686,0.0022905727],"category_scores_gemma":[0.0028088852,0.00028589438,0.00089418265,0.00065674697,0.0005247101,0.00077008986,0.0003997293,0.00055352994,0.00023106982],"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":[0.006429302,0.0017642229,0.19738811,0.0004419123,0.00034195412,0.0038146772,0.00076447666,0.67316794,0.08461988,0.0012442364,0.00060661015,0.02941668],"study_design_scores_gemma":[0.00014400823,0.008205835,0.48983166,0.000055420453,0.0007219571,0.0011419464,0.004673997,0.38615018,0.107199684,0.00037776364,0.0013099081,0.00018778398],"about_ca_topic_score_codex":0.011603103,"about_ca_topic_score_gemma":0.009855052,"teacher_disagreement_score":0.011603103,"about_ca_system_score_codex":0.0006008896,"about_ca_system_score_gemma":0.00032060136,"threshold_uncertainty_score":0.02307117},"labels":[],"label_agreement":null},{"id":"W1996927417","doi":"10.1029/2011jc007390","title":"Statistics of surface divergence and their relation to air‐water gas transfer velocity","year":2012,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Turbulence; Divergence (linguistics); Particle image velocimetry; Mechanics; Meteorology; Environmental science; Physics","score_opus":0.027404509335902445,"score_gpt":0.28768220321125454,"score_spread":0.2602776938753521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996927417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95487756,0.00036919242,0.04173951,0.00009554831,0.000021007383,0.00003668497,0.00080274075,0.00041029401,0.0016474227],"genre_scores_gemma":[0.99592626,0.00006758834,0.0027919638,0.000009006976,0.000012455078,0.00003007977,0.0009333558,0.000046069843,0.0001832061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993356,0.00009203904,0.00004973484,0.00018324076,0.00022284804,0.000116547024],"domain_scores_gemma":[0.97929424,0.013266179,0.0032098382,0.0011114839,0.0022048757,0.0009134411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022273213,0.00033482685,0.00061879895,0.0018618053,0.00031842152,0.0009372945,0.00047652022,0.0004653086,0.0010247871],"category_scores_gemma":[0.015294113,0.00023270813,0.00031891282,0.0015098383,0.0010669109,0.0011292993,0.0008354293,0.0008576191,0.0002824474],"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":[0.0015459345,0.0002430269,0.69165283,0.00021574617,0.00016372987,0.0006945548,0.0010372599,0.15452391,0.047622718,0.017881813,0.0021221507,0.082296416],"study_design_scores_gemma":[0.0000496174,0.0004439909,0.51142806,0.00003668522,0.000031289565,0.0010111611,0.0003957055,0.4592592,0.01046096,0.01524599,0.0014533555,0.0001839632],"about_ca_topic_score_codex":0.001338616,"about_ca_topic_score_gemma":0.00059341174,"teacher_disagreement_score":0.0022273213,"about_ca_system_score_codex":0.0005869477,"about_ca_system_score_gemma":0.00036471576,"threshold_uncertainty_score":0.011779368},"labels":[],"label_agreement":null},{"id":"W1997555237","doi":"10.12989/was.2014.19.6.585","title":"Numerical evaluation of the effect of multiple roughness changes","year":2014,"lang":"en","type":"article","venue":"Wind and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"","keywords":"Wind tunnel; Computational fluid dynamics; Surface finish; Reduction (mathematics); Surface roughness; Mechanics; Work (physics); Computer simulation; Computer science; Simulation; Mathematics; Geometry; Engineering; Physics; Mechanical engineering; Thermodynamics","score_opus":0.009165286892361478,"score_gpt":0.23612261986265176,"score_spread":0.22695733297029028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997555237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99211276,0.00005895622,0.006729363,0.000020005467,0.000017614837,0.000016876009,0.000042315885,0.00006431465,0.00093781005],"genre_scores_gemma":[0.99761283,0.000023176537,0.002212951,0.0000032854114,0.0000016192294,0.0000050399776,0.000024514648,0.000005539431,0.00011110509],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996476,0.000047017653,0.000032008415,0.00006337625,0.000117667456,0.00009236811],"domain_scores_gemma":[0.9986858,0.0006635737,0.00015147112,0.00019592437,0.00019629899,0.00010699546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043320202,0.0004449874,0.0006230506,0.0006239414,0.00050220767,0.00064146036,0.00048620766,0.00083288935,0.00084585935],"category_scores_gemma":[0.0016748195,0.00026571675,0.0006404818,0.00043670664,0.0006355706,0.0005290834,0.0005244506,0.00042333273,0.00008817174],"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":[0.00034479244,0.00016566295,0.013482155,0.00010820867,0.000047074645,0.0007219899,0.00012357712,0.88836193,0.08410934,0.0005050238,0.00011581239,0.011914465],"study_design_scores_gemma":[0.000031231586,0.00062681077,0.010986298,0.000014424553,0.000046227644,0.00016996045,0.00019858983,0.9605313,0.02677463,0.00021991241,0.00036463924,0.00003592119],"about_ca_topic_score_codex":0.0027537306,"about_ca_topic_score_gemma":0.002392902,"teacher_disagreement_score":0.0027537306,"about_ca_system_score_codex":0.00031366013,"about_ca_system_score_gemma":0.00036299316,"threshold_uncertainty_score":0.005475402},"labels":[],"label_agreement":null},{"id":"W1997802585","doi":"10.1007/s10652-008-9113-4","title":"Probability law of concentration in plumes dispersing in an urban area","year":2008,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Plume; Probability distribution; Moment (physics); Terrain; Dispersion (optics); Hydrogeology; Second moment of area; Probability density function; Statistical physics; Physics; Mathematics; Geology; Geometry; Meteorology; Statistics; Classical mechanics; Optics; Geography","score_opus":0.019283920320296587,"score_gpt":0.19712499729973687,"score_spread":0.1778410769794403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997802585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49360642,0.0016725637,0.48968655,0.0030927386,0.00018916019,0.00014171578,0.0004263931,0.0004978881,0.010686603],"genre_scores_gemma":[0.9797514,0.0010766851,0.011171784,0.0001652442,0.00031404226,0.00009641478,0.00021252081,0.00007953024,0.0071323235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993774,0.00018041466,0.000026826961,0.00011238058,0.00019132411,0.000111638816],"domain_scores_gemma":[0.9855537,0.011196745,0.001099554,0.00029423472,0.0012612534,0.0005945646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025069532,0.0006221431,0.0010749343,0.002585703,0.0012483911,0.0023794658,0.0024188405,0.0015807984,0.0022697407],"category_scores_gemma":[0.011778165,0.0007334512,0.00085535645,0.001487751,0.003503908,0.0031346227,0.0012690036,0.0018839003,0.00021169554],"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":[0.00016368882,0.00013593232,0.0067374534,0.00016822868,0.000069093476,0.00053185056,0.00043780528,0.5864817,0.005651882,0.39324898,0.0016945963,0.004678772],"study_design_scores_gemma":[0.000023521994,0.000032920467,0.0017629294,0.00001120148,0.000015930082,0.00012246438,0.000054092405,0.9684027,0.0003517461,0.028882865,0.00029801426,0.000041703213],"about_ca_topic_score_codex":0.013081264,"about_ca_topic_score_gemma":0.0040901126,"teacher_disagreement_score":0.013081264,"about_ca_system_score_codex":0.0015330965,"about_ca_system_score_gemma":0.0008658849,"threshold_uncertainty_score":0.026010215},"labels":[],"label_agreement":null},{"id":"W1999019467","doi":"10.1007/s10546-010-9526-8","title":"Experimental Measurements of Expected Mass Fraction in a Contaminant Plume","year":2010,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canada Research Chairs","keywords":"Plume; Probability density function; Turbulence; Mass fraction; Scalar (mathematics); Mechanics; Chemistry; Mass concentration (chemistry); Volume fraction; Dilution; Physics; Meteorology; Thermodynamics; Statistics; Geometry; Mathematics","score_opus":0.021749642523171415,"score_gpt":0.26126706637376446,"score_spread":0.23951742385059305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999019467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955445,0.00009944777,0.0037199513,0.000015848007,0.0000046706186,0.000010132969,0.00012363699,0.000043683158,0.00043814603],"genre_scores_gemma":[0.9975381,0.00007380271,0.0017767847,0.000008600934,0.000003709241,0.000015007034,0.00024231884,0.000017020708,0.00032477902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973184,0.00003996549,0.000015485763,0.00007702595,0.000087808825,0.00004788501],"domain_scores_gemma":[0.99918467,0.00038747373,0.00012263953,0.00009174018,0.00013670107,0.00007665251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005301294,0.00042477285,0.00016829597,0.00028909638,0.00050826673,0.000439665,0.00048890297,0.00042603156,0.0007046228],"category_scores_gemma":[0.0011173312,0.00023898379,0.00019395111,0.00018914105,0.00048454019,0.0006441201,0.00029413096,0.0005974199,0.00017997668],"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":[0.00089422753,0.0001326902,0.0051159407,0.000020096444,0.000014173786,0.000041448486,0.000053913467,0.00096216524,0.9906414,0.00020742475,0.000027329861,0.0018891417],"study_design_scores_gemma":[0.000033955053,0.0006131567,0.0098465,0.0000025353895,0.000017159027,0.00007251457,0.000033318855,0.0054441798,0.98366135,0.00007393458,0.00019134257,0.000010061254],"about_ca_topic_score_codex":0.0019143752,"about_ca_topic_score_gemma":0.0012420855,"teacher_disagreement_score":0.0019143752,"about_ca_system_score_codex":0.00051570346,"about_ca_system_score_gemma":0.00025071137,"threshold_uncertainty_score":0.0038064718},"labels":[],"label_agreement":null},{"id":"W1999202993","doi":"10.1504/ijep.2010.030898","title":"Inter-comparison of the AUSTAL2000 and CALPUFF dispersion models against the Kincaid data set","year":2010,"lang":"en","type":"article","venue":"International Journal of Environment and Pollution","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Philips (Canada); University of Waterloo; Trent University","funders":"","keywords":"Dispersion (optics); Quartile; Atmospheric dispersion modeling; Environmental science; Residual; Stack (abstract data type); Atmospheric sciences; Meteorology; Statistics; Air pollution; Mathematics; Geography; Chemistry; Physics; Computer science; Algorithm","score_opus":0.023597833000678553,"score_gpt":0.26377546650024125,"score_spread":0.2401776334995627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999202993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95859265,0.00031373597,0.0143392235,0.00028288108,0.00010127343,0.00015520306,0.011761253,0.0028007287,0.011653083],"genre_scores_gemma":[0.96650475,0.00008198801,0.012495613,0.000059495746,0.000013371288,0.00010257253,0.018400026,0.00026652956,0.002075579],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99809664,0.0005089809,0.00019307554,0.0005498369,0.0005432011,0.00010831568],"domain_scores_gemma":[0.99491644,0.0018569137,0.0004521872,0.00083805405,0.0017714992,0.00016490542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048492374,0.0009256631,0.0005341399,0.001431721,0.00060555345,0.0016579026,0.0013275507,0.0006998665,0.0019289843],"category_scores_gemma":[0.007937934,0.00029510845,0.00058784656,0.0010664383,0.0003230608,0.0013605212,0.0012108923,0.0009213019,0.0011224407],"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":[0.0023260706,0.00056911097,0.15114947,0.0002204938,0.0005811149,0.00014911375,0.0003881838,0.74778533,0.0044881385,0.002754424,0.012442518,0.07714604],"study_design_scores_gemma":[0.00012277972,0.00024506825,0.110215925,0.000033507193,0.00004581782,0.000061583865,0.00025044268,0.880155,0.0030234747,0.0007560222,0.0050085383,0.000081795086],"about_ca_topic_score_codex":0.11049271,"about_ca_topic_score_gemma":0.10363161,"teacher_disagreement_score":0.11049271,"about_ca_system_score_codex":0.001848515,"about_ca_system_score_gemma":0.0012335165,"threshold_uncertainty_score":0.21969914},"labels":[],"label_agreement":null},{"id":"W1999256987","doi":"10.1016/j.jweia.2011.02.009","title":"Effects of initial conditions on the flight of windborne plate debris","year":2011,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canada Research Chairs; Ontario Innovation Trust","keywords":"Roof; Aerodynamics; Environmental science; Debris; Geology; Wake; Range (aeronautics); Debris flow; Flow (mathematics); Meteorology; Geotechnical engineering; Structural engineering; Aerospace engineering; Engineering; Mechanics; Physics","score_opus":0.01688385908466448,"score_gpt":0.20575794834311856,"score_spread":0.1888740892584541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999256987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814713,0.0000957999,0.0002527732,0.000022125509,0.0000195623,0.000007444304,0.000078070305,0.00001457478,0.0013626629],"genre_scores_gemma":[0.99951506,0.00003611541,0.0000609062,0.000005417593,0.0000025889938,0.0000018761414,0.00007920526,0.000009334116,0.0002894068],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998665,0.000023331086,0.000006867561,0.00001585551,0.000028648998,0.00005878701],"domain_scores_gemma":[0.998072,0.0012006584,0.0001221369,0.00006947811,0.0003319506,0.00020367267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023290791,0.00044968887,0.0002993939,0.00037721446,0.0010125003,0.0011022068,0.00020093155,0.00053433445,0.0038736167],"category_scores_gemma":[0.0022200255,0.00021013399,0.00030277245,0.00016246864,0.0004934994,0.00044983678,0.0003498209,0.0006288254,0.00035211822],"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":[0.017620439,0.0021285755,0.075607255,0.0005767972,0.00014478232,0.004119356,0.0013782175,0.15430866,0.69523597,0.001498374,0.0020480112,0.045333583],"study_design_scores_gemma":[0.0005903573,0.0073073367,0.39465737,0.00016113055,0.00024350508,0.0008147536,0.0036760475,0.14001963,0.44924292,0.00092337414,0.0021107963,0.00025277238],"about_ca_topic_score_codex":0.0068418626,"about_ca_topic_score_gemma":0.005390386,"teacher_disagreement_score":0.0068418626,"about_ca_system_score_codex":0.0005464811,"about_ca_system_score_gemma":0.00043847004,"threshold_uncertainty_score":0.0136041045},"labels":[],"label_agreement":null},{"id":"W1999279920","doi":"10.1016/j.jfluidstructs.2014.03.005","title":"Influence of spacing parameters on the wind loading of solar array","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canada Research Chairs; Florida International University","keywords":"Roof; Row; Structural engineering; Perimeter; Wind tunnel; Enhanced Data Rates for GSM Evolution; Moment (physics); Wind engineering; Flat roof; Geometry; Materials science; Engineering; Mechanics; Physics; Mathematics","score_opus":0.007701246494572625,"score_gpt":0.20822241636717098,"score_spread":0.20052116987259835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999279920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975975,0.00009374616,0.00079844135,0.000017294062,0.000013530012,0.000002606716,0.00005101053,0.000014323834,0.0014115022],"genre_scores_gemma":[0.9996767,0.00003099944,0.00009993275,0.0000021374117,0.0000021831297,0.0000010001398,0.00002279773,0.000004704829,0.0001595697],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998839,0.000023108856,0.000007740955,0.000019611518,0.000029874805,0.00003567297],"domain_scores_gemma":[0.9986966,0.00088099396,0.00011152595,0.00007805513,0.00016142547,0.00007139132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016872595,0.0001962283,0.00021924505,0.00027704664,0.00026258358,0.0003712382,0.00014744807,0.0002785555,0.0022554905],"category_scores_gemma":[0.0013459232,0.00014872568,0.00014735966,0.0002395297,0.000286754,0.00036708175,0.00015700645,0.00019918104,0.00019668836],"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":[0.0025418815,0.00034912743,0.03681793,0.0003289933,0.00006443062,0.0012450037,0.00047009633,0.2367287,0.68596196,0.0011140622,0.00095232145,0.033425517],"study_design_scores_gemma":[0.00006635534,0.0012152808,0.12769869,0.00005250336,0.00015872704,0.00037106694,0.0013087129,0.3623353,0.50479525,0.00053906365,0.0013827365,0.000076290075],"about_ca_topic_score_codex":0.0008945262,"about_ca_topic_score_gemma":0.0012100663,"teacher_disagreement_score":0.0022554905,"about_ca_system_score_codex":0.00013704797,"about_ca_system_score_gemma":0.00015892963,"threshold_uncertainty_score":0.0075454116},"labels":[],"label_agreement":null},{"id":"W1999282626","doi":"10.1016/j.buildenv.2009.07.021","title":"Interzonal air and moisture transport through large horizontal openings in a full-scale two-story test-hut: Part 2 – CFD study","year":2009,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Airflow; Turbulence; Environmental science; Moisture; Ventilation (architecture); Meteorology; Mechanics; Air mass (solar energy); Engineering; Mechanical engineering; Physics","score_opus":0.006394656304637617,"score_gpt":0.2163323013399982,"score_spread":0.20993764503536058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999282626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983753,0.00001659078,0.0004498298,0.000027544405,0.0000047367666,0.0000103111015,0.00015758348,0.000028963243,0.0009290884],"genre_scores_gemma":[0.9987417,0.000015720256,0.00047710675,0.0000058240043,0.000003942271,0.000009640018,0.00014797496,0.000010748332,0.0005874331],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998301,0.000029555422,0.000008505096,0.000039794995,0.000023827031,0.00006822352],"domain_scores_gemma":[0.9994628,0.00032988668,0.000035457262,0.000046349367,0.000045328914,0.00008019794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018406761,0.00040589462,0.000668516,0.0003661795,0.0009571877,0.0007338935,0.000893885,0.0013455624,0.0022060594],"category_scores_gemma":[0.00058601337,0.00042780678,0.00077594275,0.00049790496,0.0010672788,0.0007651118,0.00053885113,0.00069997663,0.00021075943],"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":[0.0012764471,0.0012121379,0.049464043,0.00011459803,0.000062318824,0.0019105192,0.000625815,0.88554853,0.04880576,0.0009925037,0.0010716087,0.008915844],"study_design_scores_gemma":[0.0001081626,0.0003653715,0.04046522,0.000007850307,0.00002436916,0.00009005379,0.00037096566,0.9486666,0.009456211,0.00013365588,0.00026939635,0.00004214112],"about_ca_topic_score_codex":0.034342565,"about_ca_topic_score_gemma":0.020047048,"teacher_disagreement_score":0.034342565,"about_ca_system_score_codex":0.0010408042,"about_ca_system_score_gemma":0.0007433603,"threshold_uncertainty_score":0.068285346},"labels":[],"label_agreement":null},{"id":"W2000302525","doi":"10.1364/ao.42.006696","title":"Passive Standoff Detection of Bacillus Subtilis Aerosol by Fourier-Transform Infrared Radiometry","year":2003,"lang":"en","type":"article","venue":"Applied Optics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Remote sensing; Radiometry; Optics; Environmental science; Interferometry; Infrared; Depth sounding; Liquid water path; Physics; Atmospheric optics; Geology; Radiative transfer","score_opus":0.005305481603560712,"score_gpt":0.1878411078315655,"score_spread":0.1825356262280048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000302525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911568,0.00006755105,0.00809772,0.000012491161,0.0000029049008,0.000007316765,0.00003364499,0.000052182535,0.0005693835],"genre_scores_gemma":[0.99360424,0.00006297333,0.0059499466,0.0000047174403,0.000003020475,0.000006272127,0.00006881279,0.000004266545,0.00029579917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988925,0.000015318623,0.000002873372,0.0000146443135,0.00006274786,0.000015210811],"domain_scores_gemma":[0.9998816,0.00006104068,0.000020645764,0.000006515365,0.00002447428,0.0000057443303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362447,0.0002504204,0.00015774461,0.0002363536,0.00012734151,0.00020421464,0.0001933759,0.00016458861,0.00038579723],"category_scores_gemma":[0.0003147472,0.000101068435,0.00015516765,0.00014596984,0.00013471463,0.00022871353,0.00011973928,0.00012567273,0.00009248091],"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":[0.0009505566,0.00030223094,0.06293719,0.000115821815,0.00004346965,0.00019626155,0.00012352517,0.036049686,0.80711067,0.0007511541,0.00029924643,0.09112019],"study_design_scores_gemma":[0.000059675032,0.0018110137,0.12434669,0.000011049978,0.00007018246,0.0003697582,0.00012441567,0.40410617,0.46719918,0.0005518033,0.0013100255,0.00004002871],"about_ca_topic_score_codex":0.002172968,"about_ca_topic_score_gemma":0.0026689682,"teacher_disagreement_score":0.002172968,"about_ca_system_score_codex":0.00020365481,"about_ca_system_score_gemma":0.000113941,"threshold_uncertainty_score":0.0043206215},"labels":[],"label_agreement":null},{"id":"W2001046097","doi":"10.1016/j.solener.2013.11.037","title":"Experimental study of wind effects on unglazed transpired collectors","year":2014,"lang":"en","type":"article","venue":"Solar Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wind speed; Environmental science; Suction; Meteorology; Outflow; Plenum space; Wind tunnel; Convective heat transfer; Wind direction; Parametric statistics; Heat exchanger; Mechanics; Flow (mathematics); Convection; Marine engineering; Atmospheric sciences; Geology; Physics; Engineering; Thermodynamics; Mathematics","score_opus":0.005939379776490287,"score_gpt":0.20373204102641737,"score_spread":0.1977926612499271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001046097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777395,0.00007082087,0.0017261183,0.000007233848,0.000019680785,0.00003246357,0.000061169594,0.000026012205,0.00028262907],"genre_scores_gemma":[0.9977562,0.000073375675,0.0012800095,0.000008014118,0.000009388719,0.000020886337,0.000076116215,0.000016821758,0.0007592247],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999539,0.00010094267,0.00003785545,0.000106527164,0.000121799705,0.00009391626],"domain_scores_gemma":[0.99801314,0.00094956683,0.00020257705,0.0003215983,0.00040363747,0.00010941435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066974096,0.00057300983,0.00048212858,0.00027003366,0.00081882725,0.00035795753,0.00080411386,0.0006545971,0.0028754373],"category_scores_gemma":[0.0017689678,0.00039195715,0.0005174327,0.00021265302,0.00080945384,0.00057489495,0.0004883524,0.00057820143,0.0003031002],"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":[0.002727763,0.00092418096,0.0036601073,0.00022043506,0.000046276076,0.0003162797,0.0006041801,0.0023537693,0.9809456,0.00022273079,0.00010656351,0.00787204],"study_design_scores_gemma":[0.00030218592,0.010847572,0.028328521,0.000040536655,0.00011421231,0.00029566983,0.0006536373,0.009225066,0.9488331,0.00015221897,0.0011596255,0.000047496444],"about_ca_topic_score_codex":0.0005995304,"about_ca_topic_score_gemma":0.00081867515,"teacher_disagreement_score":0.0028754373,"about_ca_system_score_codex":0.00023190987,"about_ca_system_score_gemma":0.0002979718,"threshold_uncertainty_score":0.009619355},"labels":[],"label_agreement":null},{"id":"W2001071260","doi":"10.1016/j.strusafe.2013.12.001","title":"Estimating extreme wind speed based on regional frequency analysis","year":2014,"lang":"en","type":"article","venue":"Structural Safety","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Quantile; Gumbel distribution; Wind speed; Extreme value theory; Environmental science; Return period; Generalized extreme value distribution; Meteorology; Frequency analysis; Statistics; Cluster analysis; Climatology; Mathematics; Geography; Geology","score_opus":0.015498434685978842,"score_gpt":0.23030838343468987,"score_spread":0.21480994874871104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001071260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83821946,0.000117130134,0.15947738,0.000019747811,0.000011629528,0.000015437376,0.00021004252,0.00021150304,0.0017177333],"genre_scores_gemma":[0.98325586,0.000041449242,0.01636374,0.0000026278326,0.000008669834,0.0000051847223,0.00014857709,0.000012752427,0.0001611725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983096,0.000044105658,0.000010116468,0.000044115084,0.000044377884,0.000026319418],"domain_scores_gemma":[0.99924845,0.00039673143,0.00012158108,0.00006635234,0.00013437613,0.000032476906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037876915,0.00044744805,0.00039970226,0.001734994,0.00022336547,0.00034649947,0.00029680057,0.0004328483,0.0005722754],"category_scores_gemma":[0.00173099,0.0002791255,0.0004480172,0.0007850493,0.00015694943,0.000647203,0.00025831113,0.0002750952,0.00021910398],"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":[0.00036609263,0.00013381774,0.20507467,0.00007526207,0.00026948526,0.0003573547,0.00013679713,0.6222926,0.0323392,0.0010165303,0.0005285139,0.13740969],"study_design_scores_gemma":[0.000011149917,0.00012036984,0.11650969,0.000009318484,0.00008096832,0.00013065773,0.00009878981,0.8790304,0.0029210027,0.00081155053,0.00025432382,0.000021821694],"about_ca_topic_score_codex":0.0042402726,"about_ca_topic_score_gemma":0.007341635,"teacher_disagreement_score":0.0042402726,"about_ca_system_score_codex":0.00013702537,"about_ca_system_score_gemma":0.00015027553,"threshold_uncertainty_score":0.008431196},"labels":[],"label_agreement":null},{"id":"W2002339691","doi":"10.3141/2131-03","title":"Development of a Procedure for Fatigue Design of Slender Support Structures Subjected to Wind-Induced Vibration","year":2009,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"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":"Iowa Department of Transportation","keywords":"Structural engineering; Aeroelasticity; Engineering; Vibration; Wind tunnel; Vortex shedding; Time domain; Frequency domain; Extrapolation; Marine engineering; Aerodynamics; Computer science; Meteorology; Turbulence; Acoustics; Aerospace engineering","score_opus":0.12589272333317852,"score_gpt":0.37548574472598306,"score_spread":0.24959302139280454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002339691","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":[0.009112687,0.0000127612075,0.98959047,0.000006691954,0.0000072424523,0.0001554202,0.00004153823,0.00025623993,0.00081703975],"genre_scores_gemma":[0.17338541,0.000058270605,0.82363194,0.000023010003,0.000010098024,0.0007657343,0.00021588159,0.00019390683,0.001715731],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969625,0.000048070808,0.000018580817,0.000048843274,0.00015271423,0.000035635032],"domain_scores_gemma":[0.9994967,0.00015467104,0.000051912768,0.000049133803,0.00022873729,0.000018783314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086972327,0.0007380434,0.0006744437,0.00083018106,0.00048659713,0.0004808059,0.0012274109,0.00068223395,0.0034190852],"category_scores_gemma":[0.0013866039,0.0005080272,0.0009310441,0.00029804057,0.0004132586,0.00032709277,0.000573726,0.0006139618,0.0008018658],"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":[0.000087104854,0.00023035299,0.0023915647,0.00034128793,0.000074619915,0.00035942078,0.0003778931,0.5909434,0.23511377,0.010875168,0.0013950798,0.15781033],"study_design_scores_gemma":[0.000017197803,0.00027162782,0.0006922798,0.000015770576,0.000019982284,0.00007068199,0.000043053118,0.9757801,0.017340476,0.0023075133,0.0034247562,0.000016585433],"about_ca_topic_score_codex":0.0034716623,"about_ca_topic_score_gemma":0.004734326,"teacher_disagreement_score":0.0034716623,"about_ca_system_score_codex":0.00044280736,"about_ca_system_score_gemma":0.0013414487,"threshold_uncertainty_score":0.0114379525},"labels":[],"label_agreement":null},{"id":"W2003710983","doi":"10.1061/40753(171)63","title":"Full-Scale Validation of the Wind-Induced Response of Tall Buildings: Updated Findings From the Chicago Monitoring Project","year":2005,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"University of Notre Dame; Chicago Committee on High Rise Buildings; National Science Foundation","keywords":"Full scale; Wind tunnel; Scale (ratio); Range (aeronautics); Engineering; Civil engineering; Industrial engineering; Architectural engineering; Computer science; Operations research; Systems engineering; Marine engineering; Construction engineering; Aerospace engineering; Structural engineering","score_opus":0.016079886340808813,"score_gpt":0.24519545085220243,"score_spread":0.22911556451139362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003710983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941209,0.000060247436,0.004170071,0.00003057203,0.00000770751,0.000077622404,0.0003168155,0.00009679371,0.0011193547],"genre_scores_gemma":[0.9938461,0.00006665428,0.004668001,0.000019678946,0.0000071806894,0.00007014193,0.0007843882,0.00002415815,0.00051361753],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99903655,0.0002339059,0.000040854196,0.00012741181,0.00047436712,0.00008696881],"domain_scores_gemma":[0.9977527,0.00057446375,0.00024914963,0.00030646365,0.000945692,0.00017152274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017172636,0.00042458175,0.0003229244,0.00069233385,0.00063034525,0.0003494651,0.0005155391,0.00039613593,0.0006367256],"category_scores_gemma":[0.0018117833,0.00020475157,0.00019360504,0.00051285344,0.0005505484,0.00045570216,0.00048552247,0.00044524643,0.00018736263],"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":[0.002360958,0.0036005627,0.29104063,0.00039313736,0.00012653932,0.00077872165,0.0032285089,0.06040077,0.4280373,0.00084410445,0.004125012,0.20506379],"study_design_scores_gemma":[0.00012310575,0.006101504,0.811238,0.0000765346,0.000076924625,0.0003876527,0.0017776045,0.04809486,0.12430185,0.00032697516,0.0073936987,0.000101267025],"about_ca_topic_score_codex":0.010848576,"about_ca_topic_score_gemma":0.026597373,"teacher_disagreement_score":0.010848576,"about_ca_system_score_codex":0.00048081946,"about_ca_system_score_gemma":0.0005846769,"threshold_uncertainty_score":0.021570861},"labels":[],"label_agreement":null},{"id":"W2004266377","doi":"10.1115/ht2012-58132","title":"A Numerical Study of the Effect of Thermal Mass on the Transient Thermal Performance of a Simple Three Storied Atrium Building","year":2012,"lang":"en","type":"article","venue":"","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":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds-averaged Navier–Stokes equations; Thermal mass; Mechanics; Computational fluid dynamics; Transient (computer programming); Turbulence; Thermal; Mass flow rate; Heat transfer; Buoyancy; Fluent; Thermal insulation; Mechanical engineering; Materials science; Engineering; Meteorology; Physics; Computer science","score_opus":0.010395612031335093,"score_gpt":0.22059998325516653,"score_spread":0.21020437122383143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004266377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968681,0.000025573134,0.0021576274,0.000011782004,0.000004982034,0.000004445814,0.0000257889,0.000025060095,0.0008766625],"genre_scores_gemma":[0.9988042,0.000016931988,0.0009498289,0.0000016823686,8.6147537e-7,0.0000032380417,0.000018482571,0.0000031455222,0.00020152896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999366,0.000011144946,0.0000046473583,0.000011717268,0.000016352744,0.00001957671],"domain_scores_gemma":[0.9997465,0.00013265295,0.000038270995,0.000029032522,0.000025504605,0.000028010552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017791317,0.00026224708,0.00041906766,0.00017330667,0.00036579816,0.00043832065,0.00028828083,0.00042361935,0.0008973449],"category_scores_gemma":[0.00048258607,0.00012328684,0.00039257118,0.00019532593,0.00048499793,0.00022029673,0.00032004615,0.00026831523,0.00008709575],"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":[0.00035362574,0.00009103895,0.01045586,0.00008387421,0.000032726173,0.0006836203,0.00018859247,0.9001395,0.08008722,0.0007118305,0.000094312745,0.007077721],"study_design_scores_gemma":[0.00002090437,0.00032059694,0.008180814,0.000008048692,0.000027135648,0.00009382566,0.000097365075,0.97232777,0.018564362,0.00011530302,0.00022584773,0.000018074772],"about_ca_topic_score_codex":0.0033986322,"about_ca_topic_score_gemma":0.0017165346,"teacher_disagreement_score":0.0033986322,"about_ca_system_score_codex":0.00023216406,"about_ca_system_score_gemma":0.00022525391,"threshold_uncertainty_score":0.0067576766},"labels":[],"label_agreement":null},{"id":"W2004378081","doi":"10.1007/s10546-011-9601-9","title":"Relaxation Factor Effects in the Non-Linear Mixed Spectral Finite Difference Model of Flow Over Topographic Features","year":2011,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Mitacs","keywords":"Terrain; Stability (learning theory); Flow (mathematics); Relaxation (psychology); Nonlinear system; Finite difference; Boundary (topology); Amplification factor; Mathematics; Wind tunnel; Boundary layer; Mechanics; Geology; Mathematical analysis; Geometry; Physics; Computer science","score_opus":0.02240197060000845,"score_gpt":0.23148920931950148,"score_spread":0.20908723871949303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004378081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50102085,0.00072803884,0.48983938,0.0011986258,0.00030164875,0.000083324354,0.00014879522,0.00042543226,0.0062539116],"genre_scores_gemma":[0.98099387,0.00015744974,0.015058724,0.000106759384,0.000060034236,0.00006268965,0.00008117118,0.00012431401,0.003355131],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978334,0.0001070429,0.000011472669,0.000028317409,0.000037539456,0.000032379055],"domain_scores_gemma":[0.9982779,0.0011998495,0.00012044031,0.00007909983,0.0002060425,0.00011670826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011633898,0.00054078165,0.0006830192,0.00028781206,0.00062511757,0.00093226106,0.0014208759,0.0016164952,0.0012144453],"category_scores_gemma":[0.005463297,0.00069936685,0.0005930416,0.00026422678,0.0010645229,0.001960998,0.0007866271,0.0016391878,0.00014902992],"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":[0.00015579241,0.00007125523,0.0011035006,0.000035372905,0.00002689402,0.000073116826,0.00008333505,0.9818793,0.0030745675,0.008784619,0.0002612159,0.004451179],"study_design_scores_gemma":[0.000009046363,0.000006049272,0.00005582673,0.0000011331763,0.0000019748963,0.0000016583591,0.0000026735208,0.9994728,0.00014172014,0.0002696261,0.000034779867,0.000002736029],"about_ca_topic_score_codex":0.022097383,"about_ca_topic_score_gemma":0.010646217,"teacher_disagreement_score":0.022097383,"about_ca_system_score_codex":0.0007624418,"about_ca_system_score_gemma":0.0010011332,"threshold_uncertainty_score":0.043937504},"labels":[],"label_agreement":null},{"id":"W2004947645","doi":"10.1017/jfm.2014.406","title":"Measurements of turbulent diffusion in uniformly sheared flow","year":2014,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Turbulence; Plume; Mechanics; Thermal diffusivity; Turbulent diffusion; Particle image velocimetry; Advection; Tensor (intrinsic definition); Physics; Diffusion; Wake; Water tunnel; Planar; Thermodynamics; Materials science; Vortex; Geometry; Mathematics","score_opus":0.01632067811568822,"score_gpt":0.21616026714034398,"score_spread":0.19983958902465576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004947645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955102,0.00010214677,0.004130125,0.0000126525665,0.000004531484,0.00000936679,0.000060098715,0.000032948028,0.00013789898],"genre_scores_gemma":[0.9932389,0.00009212012,0.0063604754,0.000008117235,0.0000028622094,0.000013299718,0.00008428784,0.0000064316678,0.0001934189],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99985814,0.000023290897,0.00000790521,0.000034077613,0.000049109778,0.000027481492],"domain_scores_gemma":[0.9997094,0.000068905276,0.000068521855,0.000012514427,0.00008739933,0.000053262578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038118998,0.00033306563,0.00028409265,0.00053793634,0.00028449515,0.00039530487,0.00022965336,0.00023139831,0.00030226915],"category_scores_gemma":[0.0006553683,0.00016929691,0.00015856288,0.00026945912,0.0005462263,0.00040862506,0.00034917952,0.00040318453,0.00005527699],"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":[0.0001806971,0.00002152017,0.0034223148,0.000030417614,0.000006640673,0.00002782358,0.00007606591,0.0014570174,0.9929196,0.0001857482,0.00001628754,0.0016558153],"study_design_scores_gemma":[0.00016105956,0.0012995182,0.03825802,0.000029729132,0.000038689628,0.00014927785,0.00018970126,0.06565403,0.89302707,0.00036514545,0.0007609943,0.000066832465],"about_ca_topic_score_codex":0.003544733,"about_ca_topic_score_gemma":0.0018349828,"teacher_disagreement_score":0.003544733,"about_ca_system_score_codex":0.00040599928,"about_ca_system_score_gemma":0.00043453832,"threshold_uncertainty_score":0.0070482492},"labels":[],"label_agreement":null},{"id":"W2006196541","doi":"10.1177/1420326x11428164","title":"Risk-Based Prioritisation of Indoor Air Pollution Monitoring Using Computational Fluid Dynamics","year":2011,"lang":"en","type":"article","venue":"Indoor and 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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Environmental science; Indoor air quality; Pollutant; Computational fluid dynamics; Air pollution; Pollution; Environmental engineering; Air quality index; Contamination; Health risk; Airflow; Meteorology; Engineering; Environmental health","score_opus":0.020404764227001562,"score_gpt":0.22185057219233992,"score_spread":0.20144580796533834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006196541","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":[0.07721748,0.0003776761,0.918557,0.0006101656,0.00006908206,0.00011251496,0.000058505462,0.00028714718,0.0027104947],"genre_scores_gemma":[0.8607199,0.00027066693,0.13755353,0.000066392124,0.000043563447,0.00017942207,0.00007424093,0.00004907162,0.0010431533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993492,0.00030249645,0.00003067765,0.00007207905,0.00017895797,0.00006655639],"domain_scores_gemma":[0.99815327,0.0012317915,0.0001976066,0.00005478182,0.0002530391,0.00010946249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190981,0.0010763622,0.0012578556,0.0011419196,0.000549717,0.0012539595,0.0010078556,0.0010034436,0.00084541255],"category_scores_gemma":[0.0046034325,0.0006752541,0.00069724524,0.00047469177,0.00075219857,0.0011751709,0.0016180135,0.00079089217,0.0000948976],"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":[0.0000427472,0.000023189796,0.0007107008,0.00002308822,0.000024181507,0.000034330198,0.000030312303,0.9874401,0.00092956447,0.0027523732,0.00014030603,0.00784907],"study_design_scores_gemma":[0.0000042094766,0.000006977271,0.00008164732,0.000002212095,0.0000029838902,0.000003016151,0.0000061970436,0.9986827,0.0001908803,0.00093981373,0.00007626519,0.000003155962],"about_ca_topic_score_codex":0.012277935,"about_ca_topic_score_gemma":0.0069798524,"teacher_disagreement_score":0.012277935,"about_ca_system_score_codex":0.0010166977,"about_ca_system_score_gemma":0.0021564993,"threshold_uncertainty_score":0.02441293},"labels":[],"label_agreement":null},{"id":"W2006764457","doi":"10.1016/j.jaerosci.2015.04.005","title":"Hygroscopic effects on the mobility and mass of cigarette smoke particles","year":2015,"lang":"en","type":"article","venue":"Journal of Aerosol Science","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"University of Alberta","funders":"British American Tobacco","keywords":"Differential mobility analyzer; Chemistry; Relative humidity; Particle (ecology); Particle density; Particle size; Analytical Chemistry (journal); Condensation particle counter; Saturation (graph theory); Volume (thermodynamics); Particle number; Thermodynamics; Chromatography","score_opus":0.023042997320481113,"score_gpt":0.24925465075557365,"score_spread":0.22621165343509253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006764457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948238,0.0013169616,0.0014506459,0.000019691355,0.000010039306,0.000036609523,0.00028542828,0.000021923679,0.002034777],"genre_scores_gemma":[0.9961242,0.00066379237,0.001339512,0.000020626914,0.00000875011,0.00003520343,0.00031862652,0.0000118584685,0.0014773932],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997602,0.000032885935,0.000013983695,0.00005811207,0.000107499036,0.000027316386],"domain_scores_gemma":[0.9996891,0.00011303161,0.000054691885,0.000019537478,0.00009744249,0.000026173671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027617556,0.00022517618,0.00012803431,0.0003784746,0.00026489721,0.00021440924,0.00012211298,0.00017515688,0.0010425231],"category_scores_gemma":[0.0004224068,0.00013354959,0.00020506182,0.00016254674,0.00020548853,0.00020658788,0.00020728892,0.00025275385,0.00017727494],"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":[0.00011870119,0.000013406404,0.0042049466,0.000041237097,0.000009442718,0.000072341754,0.00013884564,0.00017462592,0.99184906,0.00004761249,0.000027157253,0.0033025327],"study_design_scores_gemma":[0.0000051747425,0.00035917092,0.071378835,0.000011225012,0.000021287357,0.00018983205,0.00016823754,0.0012516776,0.9254766,0.000037756443,0.0010857555,0.000014416004],"about_ca_topic_score_codex":0.0053645247,"about_ca_topic_score_gemma":0.007415024,"teacher_disagreement_score":0.0053645247,"about_ca_system_score_codex":0.00028343848,"about_ca_system_score_gemma":0.00016390422,"threshold_uncertainty_score":0.010666609},"labels":[],"label_agreement":null},{"id":"W2006797904","doi":"10.1080/15459620601011140","title":"Evaluation of Source Model Coupled Computational Fluid Dynamics (CFD) Simulation of the Dispersion of Airborne Contaminants in a Work Environment","year":2006,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Wind and Air Flow Studies","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":"University of Pennsylvania","keywords":"Computational fluid dynamics; Work (physics); Environmental science; Contamination; Dispersion (optics); Computer science; Aerospace engineering; Engineering; Mechanical engineering; Physics","score_opus":0.015620917745703906,"score_gpt":0.23899455109389472,"score_spread":0.22337363334819083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006797904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97119576,0.00007996177,0.026897127,0.00005439451,0.00001529613,0.000071848015,0.000097756834,0.00013304048,0.001454799],"genre_scores_gemma":[0.9921227,0.00005305114,0.0074365847,0.000007775337,0.0000036274346,0.000043956996,0.000068988986,0.000014857143,0.00024837942],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967086,0.00011839635,0.000021899661,0.000039040588,0.00011562106,0.00003413537],"domain_scores_gemma":[0.9975706,0.0018445781,0.00011533237,0.000104711806,0.00030936772,0.000055407203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067933026,0.00062964606,0.00055594364,0.00044067224,0.00044653812,0.00062142895,0.00053561357,0.00083681446,0.0006253303],"category_scores_gemma":[0.0031985966,0.00027363165,0.00038994386,0.00031447454,0.00038965364,0.00054706173,0.00039555124,0.00038914007,0.00009285903],"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":[0.00029739935,0.00025026462,0.0054204804,0.00006493603,0.000026839223,0.000090248686,0.00009013153,0.9729015,0.011032609,0.0005430648,0.00008722528,0.009195332],"study_design_scores_gemma":[0.000022136615,0.00015624559,0.0008710213,0.0000025624333,0.0000063968505,0.0000106507305,0.000013834271,0.99424934,0.0045189396,0.00006807668,0.00007233696,0.000008439736],"about_ca_topic_score_codex":0.01071013,"about_ca_topic_score_gemma":0.00493163,"teacher_disagreement_score":0.01071013,"about_ca_system_score_codex":0.0006649579,"about_ca_system_score_gemma":0.00074917614,"threshold_uncertainty_score":0.021295547},"labels":[],"label_agreement":null},{"id":"W2007014464","doi":"10.1007/s10546-012-9724-7","title":"The Apsley and Castro Limited-Length-Scale $${{k-\\varepsilon}}$$ Model Revisited for Improved Performance in the Atmospheric Surface Layer","year":2012,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Length scale; Scaling; Mixing (physics); Constant (computer programming); Limit (mathematics); Boundary layer; Limiting; Physics; Scale (ratio); Boundary (topology); Thermodynamics; Surface (topology); Consistency (knowledge bases); Mathematics; Mathematical analysis; Geometry; Mechanics; Quantum mechanics","score_opus":0.017759987155247684,"score_gpt":0.24032625821092313,"score_spread":0.22256627105567545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007014464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68088204,0.0014885301,0.26188567,0.00634761,0.00126595,0.00021717562,0.0025390924,0.0033225177,0.042051338],"genre_scores_gemma":[0.95156115,0.00020109341,0.039063625,0.00040224995,0.00008616721,0.00011412178,0.0005201606,0.00036886983,0.0076824613],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983215,0.00006699667,0.00000914764,0.000030491115,0.000034684468,0.000026458569],"domain_scores_gemma":[0.9993623,0.00024078529,0.000037992544,0.00011465941,0.00015453908,0.000089779714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070331094,0.0005901519,0.0010974365,0.00018535579,0.0007011065,0.0011024305,0.0030069079,0.001422185,0.003967407],"category_scores_gemma":[0.002930848,0.0004261047,0.00066145154,0.00035407094,0.00049031636,0.0016867018,0.0010300305,0.0020396002,0.00056806864],"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":[0.00028131728,0.00013811345,0.002353713,0.0000488975,0.000079011785,0.00009164182,0.000044888588,0.96948,0.0029263585,0.010544394,0.0036018826,0.010409867],"study_design_scores_gemma":[0.000035600788,0.0000104023475,0.00016308394,0.0000030413105,0.0000065442937,0.0000022876393,0.0000039673846,0.9987356,0.00022257559,0.0005667526,0.000244695,0.000005361149],"about_ca_topic_score_codex":0.054991134,"about_ca_topic_score_gemma":0.04509993,"teacher_disagreement_score":0.054991134,"about_ca_system_score_codex":0.00089081563,"about_ca_system_score_gemma":0.0025571769,"threshold_uncertainty_score":0.1093421},"labels":[],"label_agreement":null},{"id":"W2008390036","doi":"10.1016/j.buildenv.2012.12.019","title":"A uniform methodology to establish test parameters for watertightness testing part II: Pareto front analysis on co-occurring rain and wind","year":2013,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Pareto principle; Engineering; Generalized Pareto distribution; Structural engineering; Marine engineering; Mathematics; Statistics; Extreme value theory","score_opus":0.04420832422524629,"score_gpt":0.2607579192504084,"score_spread":0.21654959502516213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008390036","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":[0.0053140963,0.000028584418,0.9928215,0.000011884323,0.000014981185,0.0004305953,0.00015652897,0.0002190629,0.0010026896],"genre_scores_gemma":[0.111826025,0.00011615777,0.88202405,0.000077346616,0.00001754871,0.002981523,0.0007224209,0.00020961944,0.0020253174],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9954848,0.0014124038,0.00054809364,0.00054269546,0.001768464,0.00024351622],"domain_scores_gemma":[0.9931224,0.0021062256,0.00047175147,0.0014699212,0.0027333451,0.00009626515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058648908,0.001728435,0.0011101639,0.0023228407,0.0007565489,0.0012218405,0.0015976629,0.0015198627,0.0030386122],"category_scores_gemma":[0.013810385,0.00039672738,0.00181436,0.0015207902,0.0008427856,0.0010063618,0.0015829229,0.0015810385,0.0010077044],"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":[0.00036912263,0.0018528139,0.00926572,0.0009721679,0.00028792076,0.0002980206,0.0003009535,0.25478697,0.2737776,0.03291826,0.003200545,0.4219699],"study_design_scores_gemma":[0.00016437958,0.0025844893,0.012348902,0.00020923794,0.00021357919,0.0005325223,0.00027220894,0.669034,0.28492057,0.017164273,0.012309108,0.00024675427],"about_ca_topic_score_codex":0.0019941032,"about_ca_topic_score_gemma":0.0015098102,"teacher_disagreement_score":0.0058648908,"about_ca_system_score_codex":0.00058722607,"about_ca_system_score_gemma":0.0018677419,"threshold_uncertainty_score":0.031016886},"labels":[],"label_agreement":null},{"id":"W2008410748","doi":"10.1260/0309-524x.39.2.193","title":"Wind Resource Assessment in Complex Urban Environment","year":2015,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Wind power; Environmental science; Meteorology; Resource (disambiguation); Marine engineering; Civil engineering; Computer science; Engineering; Geography","score_opus":0.018503721323167934,"score_gpt":0.21171066271633002,"score_spread":0.19320694139316208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008410748","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":[0.12922415,0.0005185971,0.8587326,0.00015912813,0.000041340503,0.0001846711,0.00023574133,0.00020872621,0.010695107],"genre_scores_gemma":[0.8962641,0.0010085729,0.09806694,0.000024789617,0.000027572756,0.00016993833,0.00022533294,0.00004499689,0.004167871],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99979013,0.00007417737,0.000013700891,0.000029302442,0.00006822944,0.000024490628],"domain_scores_gemma":[0.999759,0.000085298634,0.000041132273,0.000018117584,0.00007780985,0.000018596256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046707664,0.00052136066,0.00035865628,0.0012706268,0.00040775246,0.000788675,0.00045346573,0.0003560165,0.00095729204],"category_scores_gemma":[0.0008599471,0.00020221483,0.00030818966,0.0011159085,0.00044651923,0.0009148442,0.0007901295,0.00022645877,0.00018370783],"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":[0.000013521917,0.00002613402,0.007200429,0.000072541414,0.000028753344,0.00024428387,0.000084522224,0.91099346,0.0018854387,0.02037113,0.0008645984,0.058215287],"study_design_scores_gemma":[0.000003237823,0.000023869965,0.0034304296,0.000019064546,0.0000071202603,0.000065631546,0.00019125342,0.98352194,0.0006279984,0.009627435,0.0024649051,0.000017222645],"about_ca_topic_score_codex":0.0035060116,"about_ca_topic_score_gemma":0.0072824867,"teacher_disagreement_score":0.0035060116,"about_ca_system_score_codex":0.0003994314,"about_ca_system_score_gemma":0.00037641174,"threshold_uncertainty_score":0.0069711804},"labels":[],"label_agreement":null},{"id":"W2008439391","doi":"10.1007/s10546-006-9084-2","title":"Comparison of Wind-tunnel and Water-channel Simulations of Plume Dispersion through a Large Array of Obstacles with a Scaled Field Experiment","year":2006,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coanda Research and Development Corporation (Canada); Defence Research and Development Canada","funders":"","keywords":"Plume; Wind tunnel; Dispersion (optics); Channel (broadcasting); Scaling; Field (mathematics); Water tunnel; Environmental science; Mechanics; Wind speed; Scale (ratio); Meteorology; Intensity (physics); Panache; Computational physics; Physics; Geometry; Optics; Engineering; Mathematics; Vortex","score_opus":0.016246473110373888,"score_gpt":0.26841230904875957,"score_spread":0.2521658359383857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008439391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531233,0.000048944024,0.0019401807,0.00007801306,0.000020061181,0.000037284077,0.0003189041,0.00012466974,0.0021196108],"genre_scores_gemma":[0.9977755,0.000028764167,0.001495309,0.000017464312,0.0000054426023,0.000028087825,0.00020721147,0.000019435802,0.00042276777],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998462,0.000040544637,0.000013784755,0.000038626986,0.000025871792,0.00003491102],"domain_scores_gemma":[0.99820685,0.0011352294,0.000099002114,0.00013166078,0.0002641968,0.00016311562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056912214,0.0006115571,0.0006824447,0.0004526691,0.0006667703,0.0006495518,0.00091023464,0.0011911058,0.0017805208],"category_scores_gemma":[0.0018052015,0.00042462163,0.00050338596,0.00053399126,0.00068663224,0.00093966455,0.00039001598,0.00071348046,0.00011682572],"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":[0.0003865618,0.00059439166,0.0071691037,0.000043542106,0.000035381665,0.000109112145,0.00008184009,0.9835302,0.004711899,0.0006912996,0.00038842464,0.0022582316],"study_design_scores_gemma":[0.00013771656,0.0001715405,0.0023754137,0.0000035167288,0.000008785255,0.00000835339,0.000035616238,0.99576265,0.0012858147,0.00010903455,0.000087575376,0.000014012916],"about_ca_topic_score_codex":0.04130994,"about_ca_topic_score_gemma":0.023696933,"teacher_disagreement_score":0.04130994,"about_ca_system_score_codex":0.0010768592,"about_ca_system_score_gemma":0.0011188271,"threshold_uncertainty_score":0.082139015},"labels":[],"label_agreement":null},{"id":"W2008641121","doi":"10.1007/s10546-013-9808-z","title":"Large-Scale Structures over a Single Street Canyon Immersed in an Urban-Type Boundary Layer","year":2013,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Conseil Régional des Pays de la Loire","keywords":"Canyon; Boundary layer; Planetary boundary layer; Particle image velocimetry; Geology; Wind tunnel; Flow (mathematics); Scale (ratio); Meteorology; Mechanics; Geometry; Physics; Geomorphology; Geography; Turbulence; Mathematics; Cartography","score_opus":0.015293096736651832,"score_gpt":0.24592864298205913,"score_spread":0.2306355462454073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008641121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852633,0.000028971326,0.0002491289,0.000063051855,0.000008379315,0.000009148928,0.00011494894,0.000049361803,0.0009506297],"genre_scores_gemma":[0.99940324,0.000015721263,0.00019353196,0.000007204937,0.0000050330427,0.000003981032,0.000116517906,0.000006185207,0.00024864668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99986386,0.000014148378,0.0000059959957,0.000037071633,0.000019922009,0.00005904199],"domain_scores_gemma":[0.99950886,0.000087505214,0.000050889594,0.000035736157,0.00006514977,0.0002518292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013858141,0.00041321485,0.00076206296,0.00073051004,0.0015398236,0.0012535594,0.0010103995,0.0013084636,0.0026349877],"category_scores_gemma":[0.00060442963,0.0005223881,0.00041436113,0.0006095277,0.0017089181,0.00063678087,0.0010088811,0.0009811074,0.00024786234],"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":[0.0046082307,0.0029441486,0.16785164,0.00020150162,0.0005410173,0.0080597345,0.0015080416,0.70143473,0.0888408,0.006178034,0.00483163,0.0130005],"study_design_scores_gemma":[0.00045834624,0.0005947624,0.34356165,0.00004180406,0.00015465196,0.00025639616,0.0020291137,0.6467311,0.0040682945,0.0013970827,0.00058173464,0.00012511514],"about_ca_topic_score_codex":0.031449314,"about_ca_topic_score_gemma":0.026500555,"teacher_disagreement_score":0.031449314,"about_ca_system_score_codex":0.0013420467,"about_ca_system_score_gemma":0.0011159319,"threshold_uncertainty_score":0.062532544},"labels":[],"label_agreement":null},{"id":"W2009394056","doi":"10.1016/j.ijheatfluidflow.2008.09.008","title":"Numerical study of dispersing pollutant clouds in a built-up environment","year":2008,"lang":"en","type":"article","venue":"International Journal of Heat and Fluid Flow","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Defence Research and Development Canada; University of Manitoba","funders":"","keywords":"Turbulence; Scalar (mathematics); Dissipation; Mechanics; Physics; Convection–diffusion equation; Thermal diffusivity; K-epsilon turbulence model; Turbulent diffusion; Classical mechanics; Thermodynamics; Mathematics; Geometry","score_opus":0.014131300622439768,"score_gpt":0.2404500886885988,"score_spread":0.22631878806615902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009394056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98988533,0.00022152286,0.0043935254,0.0002640489,0.00007452865,0.000050881208,0.00020049771,0.00007675824,0.0048327786],"genre_scores_gemma":[0.9974201,0.000078984995,0.0014921294,0.000025465331,0.000016250722,0.00001216625,0.00007442568,0.000011261303,0.0008692904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998273,0.000030820538,0.000010824467,0.00002822383,0.000036977843,0.000065890716],"domain_scores_gemma":[0.9988061,0.0006216397,0.00013338175,0.000059208618,0.00012839411,0.0002513542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027646744,0.00052461785,0.0008722275,0.0007394038,0.0013699842,0.0013989779,0.001348167,0.002407717,0.0019244729],"category_scores_gemma":[0.0016580754,0.0004305729,0.0008003009,0.0008606087,0.0018676487,0.00078345515,0.0010411638,0.0010169132,0.00013339406],"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":[0.00013855023,0.00017309234,0.0062801614,0.00004505658,0.000044672786,0.000600975,0.00007513222,0.9881826,0.001726357,0.0014033176,0.00023340684,0.001096711],"study_design_scores_gemma":[0.000044149794,0.000043838732,0.0019306464,0.00000452738,0.000012951786,0.000026144595,0.00009592251,0.9972662,0.00025955107,0.00019178163,0.00011169552,0.000012602301],"about_ca_topic_score_codex":0.065192185,"about_ca_topic_score_gemma":0.028179197,"teacher_disagreement_score":0.065192185,"about_ca_system_score_codex":0.0012511214,"about_ca_system_score_gemma":0.0012296706,"threshold_uncertainty_score":0.12962544},"labels":[],"label_agreement":null},{"id":"W2009433886","doi":"10.1615/interjfluidmechres.v29.i3-4.40","title":"Wind Loads on Low Buildings - How Much Have We Progressed?","year":2002,"lang":"en","type":"article","venue":"International Journal of Fluid Mechanics Research","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":"Concordia University","funders":"","keywords":"Upstream (networking); Wind engineering; Computer science; Architectural engineering; Key (lock); Wind power; Environmental science; Marine engineering; Structural engineering; Engineering; Telecommunications","score_opus":0.05871593883394677,"score_gpt":0.3304763328189268,"score_spread":0.27176039398498003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009433886","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":[0.121415675,0.76369804,0.026394295,0.045535073,0.0056052203,0.00006891853,0.0005584611,0.0002159701,0.036508407],"genre_scores_gemma":[0.44949135,0.5158184,0.01427982,0.0038217038,0.004712651,0.000047463473,0.00032924098,0.00011573759,0.011383605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988483,0.0004565532,0.000080371225,0.00011276456,0.0004064033,0.00009559412],"domain_scores_gemma":[0.9939242,0.0034014964,0.0005043598,0.00022689221,0.0017436092,0.00019942841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023930294,0.00062009186,0.000910334,0.00080978137,0.0006222744,0.0030894275,0.0006880623,0.0018985576,0.0041530062],"category_scores_gemma":[0.0061636884,0.00023756959,0.00039272688,0.0014294215,0.0016463648,0.0053896187,0.001413966,0.0016466932,0.00091169117],"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":[0.0003142162,0.00013210249,0.0132389795,0.005737983,0.00006898119,0.00017868489,0.0009685654,0.018033598,0.0028670647,0.036996327,0.012218286,0.9092452],"study_design_scores_gemma":[0.00004546549,0.0021063853,0.08125315,0.016556375,0.0003195368,0.0013512704,0.01793099,0.020052075,0.0109562725,0.1489737,0.70001346,0.00044130452],"about_ca_topic_score_codex":0.005057176,"about_ca_topic_score_gemma":0.005180278,"teacher_disagreement_score":0.005057176,"about_ca_system_score_codex":0.0009792579,"about_ca_system_score_gemma":0.0010860788,"threshold_uncertainty_score":0.013893187},"labels":[],"label_agreement":null},{"id":"W2010308309","doi":"10.1504/ijep.2011.038439","title":"MUST experiment simulations using CFD and integral models","year":2011,"lang":"en","type":"article","venue":"International Journal of Environment and Pollution","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"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":"Canada Excellence Research Chairs, Government of Canada","keywords":"Computational fluid dynamics; Fluent; Dispersion (optics); Computer science; Wind tunnel; Environmental science; Mechanics; Marine engineering; Engineering; Physics","score_opus":0.04457822932200375,"score_gpt":0.2518767823757,"score_spread":0.20729855305369624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010308309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79002094,0.00032331824,0.17813465,0.0003811208,0.00013504099,0.00019188473,0.00073035405,0.0006491148,0.029433578],"genre_scores_gemma":[0.97236013,0.00017062225,0.025171934,0.000027931044,0.0000139256435,0.00008998873,0.0002592438,0.00003125779,0.0018750138],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995485,0.00007151152,0.000028536177,0.00006107168,0.00022839927,0.00006203863],"domain_scores_gemma":[0.99930084,0.00043437455,0.00005253023,0.00007643943,0.000098927034,0.000036983678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049958576,0.00031483572,0.0005698873,0.0005768734,0.00055569253,0.00082151545,0.0006815253,0.0008566027,0.0019694713],"category_scores_gemma":[0.001777728,0.00026642223,0.0003809284,0.0005942893,0.0006245408,0.0010162174,0.0008345728,0.00056702783,0.00019210034],"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":[0.00016346431,0.00014608017,0.0027579123,0.00007864248,0.0000131420375,0.00007682461,0.00010290402,0.96884716,0.010449881,0.0101585435,0.00027984031,0.0069255894],"study_design_scores_gemma":[0.000024156829,0.000054423876,0.0005337199,0.0000060565853,0.0000061891005,0.000019122148,0.000022232953,0.9930045,0.0033390182,0.0022384506,0.0007413539,0.000010786461],"about_ca_topic_score_codex":0.0051691285,"about_ca_topic_score_gemma":0.0027045452,"teacher_disagreement_score":0.0051691285,"about_ca_system_score_codex":0.00070756004,"about_ca_system_score_gemma":0.00069933484,"threshold_uncertainty_score":0.010278046},"labels":[],"label_agreement":null},{"id":"W2010357661","doi":"10.1520/jte12180j","title":"A New Facility to Simulate Simultaneous Wind and Thermal Effects on Roofing Systems","year":2003,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"Ministère de la Défense Nationale; Public Works and Government Services Canada","keywords":"Roof; Ultimate tensile strength; Conditioning; Wind speed; Thermal; Environmental science; Membrane; Structural engineering; Engineering; Air conditioning; Materials science; Composite material; Mechanical engineering; Chemistry; Meteorology","score_opus":0.02936914945859896,"score_gpt":0.2717524626981208,"score_spread":0.24238331323952184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010357661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837668,0.000015782907,0.014394568,0.000029012246,0.000022877826,0.0001924671,0.0004191124,0.0003626043,0.0007967488],"genre_scores_gemma":[0.9827984,0.00002163179,0.015576755,0.000015105873,0.0000043068244,0.000247626,0.00039493013,0.000033554043,0.0009076755],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999762,0.000035088346,0.0000103058655,0.00004578998,0.00009388194,0.000052932177],"domain_scores_gemma":[0.99948275,0.00011133819,0.000066525434,0.00012413567,0.00013227765,0.00008306049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048780878,0.0002973914,0.00033352702,0.00025897694,0.0007030211,0.00030266884,0.0006180683,0.00048274526,0.002546448],"category_scores_gemma":[0.00042927577,0.00021273029,0.00038124065,0.00016936149,0.00031075327,0.00034310826,0.00037838836,0.0006990387,0.0002709967],"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":[0.00078198954,0.0006328238,0.009882414,0.00011120499,0.00003788979,0.0003742644,0.00018294118,0.042372946,0.9321099,0.00057116966,0.0006036158,0.01233883],"study_design_scores_gemma":[0.00046163198,0.0077599953,0.035764743,0.000027072196,0.0001229617,0.0002918262,0.00023985907,0.12605515,0.8206436,0.00027379577,0.008275536,0.00008382013],"about_ca_topic_score_codex":0.004411158,"about_ca_topic_score_gemma":0.0052423365,"teacher_disagreement_score":0.004411158,"about_ca_system_score_codex":0.0006263225,"about_ca_system_score_gemma":0.0006755511,"threshold_uncertainty_score":0.008770943},"labels":[],"label_agreement":null},{"id":"W2010732673","doi":"10.1007/s11270-009-0286-3","title":"A Two-Phase Optimization Model Based on Inexact Air Dispersion Simulation for Regional Air Quality Control","year":2010,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Regina","funders":"","keywords":"Pollutant; Air quality index; Control (management); Preference; Interval (graph theory); Computer science; Pollution; Air pollution; Decision model; Phase (matter); Dispersion (optics); Environmental science; Mathematical optimization; Operations research; Engineering; Mathematics; Meteorology; Statistics; Artificial intelligence; Geography; Machine learning","score_opus":0.01705488073190375,"score_gpt":0.2814028058248517,"score_spread":0.26434792509294797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010732673","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":[0.09432455,0.0003057013,0.8911315,0.00047250243,0.00015822705,0.00010207424,0.00020035853,0.00046423537,0.012840861],"genre_scores_gemma":[0.9468128,0.00014818106,0.048194602,0.00008490621,0.000032862194,0.00019255975,0.00015007227,0.00007050125,0.004313457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996946,0.000119814234,0.00001606842,0.000058150057,0.00006838578,0.00004302142],"domain_scores_gemma":[0.99938214,0.00033923794,0.000072124065,0.00003363366,0.00012602433,0.000046874673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006604786,0.0007081807,0.0015461537,0.00039109009,0.0007879156,0.00113767,0.0011166172,0.0022466187,0.0026854696],"category_scores_gemma":[0.0015344066,0.0007057007,0.00087708293,0.00042154576,0.0007943148,0.00087414694,0.0011154069,0.0012256391,0.00025946333],"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":[0.000011992266,0.000007949751,0.00006144928,0.0000061199007,0.0000043586188,0.000010327762,0.000006312198,0.9984427,0.00014088582,0.0005192229,0.00003891962,0.00074976124],"study_design_scores_gemma":[0.0000029676032,0.0000043369905,0.000013424259,5.551357e-7,0.0000012626683,6.960864e-7,0.0000010878508,0.9998204,0.00003517728,0.00007554621,0.000043549848,0.0000010219267],"about_ca_topic_score_codex":0.029021537,"about_ca_topic_score_gemma":0.011089137,"teacher_disagreement_score":0.029021537,"about_ca_system_score_codex":0.00078658096,"about_ca_system_score_gemma":0.0014788285,"threshold_uncertainty_score":0.057705224},"labels":[],"label_agreement":null},{"id":"W2010816974","doi":"10.1175/2011bams3130.1","title":"Results Of A Panel Discussion About The Energy Balance Closure Correction For Trace Gases","year":2011,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":223,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Closure (psychology); TRACE (psycholinguistics); Energy balance; Environmental science; Trace gas; Panel discussion; Balance (ability); Meteorology; Political science; Business; Thermodynamics; Physics; Law; Philosophy; Psychology","score_opus":0.023912456728970456,"score_gpt":0.22455106494865562,"score_spread":0.20063860821968516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010816974","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038458873,0.008385764,0.045370366,0.3272564,0.10414466,0.0022958627,0.17874044,0.0023471592,0.29300055],"genre_scores_gemma":[0.35795742,0.007355747,0.039524794,0.105726235,0.015040365,0.0027394183,0.059790596,0.0041000326,0.40776545],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99302495,0.001435282,0.0002243915,0.0006785766,0.004209689,0.00042717793],"domain_scores_gemma":[0.9772833,0.011723422,0.000667358,0.0011367527,0.008735657,0.0004535832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0106611885,0.0010350345,0.0010086977,0.0015063229,0.0023748497,0.0030358804,0.0031266762,0.0044839806,0.05952668],"category_scores_gemma":[0.028271114,0.00040132605,0.002780958,0.0024737217,0.00059371523,0.002671326,0.0018073295,0.0048143426,0.0091395965],"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":[0.0015189336,0.00022223563,0.0030709065,0.00045529613,0.00020987938,0.0002185987,0.00020579326,0.0033432033,0.0031457914,0.010914431,0.9485048,0.02819016],"study_design_scores_gemma":[0.0005978283,0.00024073807,0.04219181,0.0010140131,0.0007143447,0.00009147413,0.0010705319,0.0071035684,0.029692527,0.016963642,0.9000257,0.0002936494],"about_ca_topic_score_codex":0.046876933,"about_ca_topic_score_gemma":0.042584382,"teacher_disagreement_score":0.05952668,"about_ca_system_score_codex":0.0025101032,"about_ca_system_score_gemma":0.0040860297,"threshold_uncertainty_score":0.19913661},"labels":[],"label_agreement":null},{"id":"W2011772307","doi":"10.1115/1.2347714","title":"Influence of Atmospheric Stability on Wind Turbine Power Performance Curves","year":2006,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":91,"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; Nordic Life Science Pipeline (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Wind speed; Turbine; Wind profile power law; Turbulence; Meteorology; Weibull distribution; Atmospheric instability; Wind power; Environmental science; Turbulence kinetic energy; Log wind profile; Mechanics; Wind gradient; Physics; Mathematics; Engineering; Thermodynamics; Statistics; Electrical engineering","score_opus":0.002818465355162592,"score_gpt":0.1575208467140437,"score_spread":0.15470238135888112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011772307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97413784,0.0017326924,0.0150775565,0.00009487681,0.00003541195,0.0000197517,0.00026474125,0.00025576953,0.00838137],"genre_scores_gemma":[0.99902856,0.0002172212,0.00041371037,0.0000075052135,0.00000797291,0.000002330292,0.00006757914,0.000024944122,0.0002302199],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995888,0.000085030726,0.000028086162,0.000039716695,0.00021978568,0.000038642604],"domain_scores_gemma":[0.99707806,0.0018587558,0.0002522683,0.0001367964,0.00059801346,0.000076175405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007236659,0.00019022115,0.00024343192,0.00055722776,0.00030249284,0.00049167476,0.00015636791,0.00023927314,0.00076488475],"category_scores_gemma":[0.0033623548,0.000119718155,0.00023018959,0.00063509017,0.00028128727,0.00031329968,0.00028034003,0.00023246664,0.0003261331],"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":[0.0022278351,0.00010985199,0.20392792,0.00076754467,0.00021095625,0.0027434623,0.0005268108,0.17831169,0.29432222,0.0030574552,0.0018035177,0.31199077],"study_design_scores_gemma":[0.00007707992,0.0027023456,0.51892245,0.00024290213,0.000324406,0.0024102805,0.0005454592,0.15844725,0.3054229,0.0028179411,0.0079583,0.00012860181],"about_ca_topic_score_codex":0.0012872878,"about_ca_topic_score_gemma":0.0016348585,"teacher_disagreement_score":0.0012872878,"about_ca_system_score_codex":0.0001863444,"about_ca_system_score_gemma":0.00013165349,"threshold_uncertainty_score":0.0038271546},"labels":[],"label_agreement":null},{"id":"W2011853504","doi":"10.1016/j.buildenv.2013.01.001","title":"CFD simulation of micro-scale pollutant dispersion in the built environment","year":2013,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Pollutant; Environmental science; Roof; Computational fluid dynamics; Wind tunnel; Dispersion (optics); Meteorology; Turbulence; Canyon; Air quality index; Atmospheric sciences; Environmental engineering; Geology; Engineering; Civil engineering; Geography; Chemistry","score_opus":0.008610279664930123,"score_gpt":0.20423002808267188,"score_spread":0.19561974841774177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011853504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94977397,0.00023016475,0.028725585,0.0004981209,0.0001511585,0.00006544786,0.0005490904,0.0002409586,0.019765465],"genre_scores_gemma":[0.9952525,0.00007749946,0.0020425837,0.000024294319,0.000015865919,0.000019579296,0.000092678754,0.000017442975,0.0024575198],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998667,0.00002087464,0.000008114772,0.0000195386,0.000037068134,0.000047667378],"domain_scores_gemma":[0.999619,0.0002167185,0.000032845906,0.000025186402,0.000053316708,0.00005288258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016902738,0.00034160152,0.00064925227,0.00048426827,0.00072168896,0.00093537156,0.00059744954,0.0014197715,0.002229117],"category_scores_gemma":[0.0008006346,0.00032763084,0.00057779043,0.00049385586,0.0008287773,0.00062895304,0.0006506841,0.00061189994,0.00020954676],"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":[0.0000406641,0.000042728745,0.0025789202,0.000014868162,0.000011522341,0.00009128079,0.00003383854,0.99300826,0.0010076313,0.0012473287,0.00014251543,0.0017803995],"study_design_scores_gemma":[0.000013515848,0.000013062186,0.0010324845,0.0000024779315,0.0000033487268,0.000009131075,0.000028896215,0.9980521,0.00040334096,0.00025465692,0.00018026633,0.000006631599],"about_ca_topic_score_codex":0.05620071,"about_ca_topic_score_gemma":0.023904407,"teacher_disagreement_score":0.05620071,"about_ca_system_score_codex":0.00087859354,"about_ca_system_score_gemma":0.0012007899,"threshold_uncertainty_score":0.111747205},"labels":[],"label_agreement":null},{"id":"W2013097444","doi":"10.4028/www.scientific.net/amm.229-231.2411","title":"Natural Ventilation in Workshop with Different Horizontal Arrangement of Heat Source","year":2012,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"La Cité Collégiale","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Shanghai","keywords":"Natural ventilation; Inlet; Ventilation (architecture); Turbulence; Computational fluid dynamics; Airflow; Mechanics; Environmental science; Meteorology; Flow (mathematics); Warm front; Air velocity; Fresh air; Engineering; Mechanical engineering; Physics","score_opus":0.00697110279633611,"score_gpt":0.19256599278218442,"score_spread":0.1855948899858483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013097444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945622,0.000038065784,0.003743714,0.000011538104,0.000013872636,0.000012619308,0.000058236066,0.000043790387,0.0015160467],"genre_scores_gemma":[0.99843985,0.000022444154,0.0010623152,0.0000022692166,0.00000176657,0.00001088847,0.000043626667,0.000004819616,0.00041190095],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997851,0.00003193765,0.000011885806,0.00005388993,0.000046346453,0.000070819275],"domain_scores_gemma":[0.9997811,0.00006896543,0.000024800318,0.000036097397,0.000050619677,0.000038480197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019459185,0.0003681286,0.00038522852,0.000289739,0.00041474748,0.0005652498,0.000440914,0.00041474582,0.0014094436],"category_scores_gemma":[0.00040264544,0.00020109062,0.00045612716,0.00031192572,0.00042042648,0.00042674024,0.00039051674,0.000224654,0.00013997388],"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":[0.0015997629,0.00050735543,0.03062246,0.00035097063,0.00010293298,0.0016289259,0.00040839185,0.6186824,0.32283127,0.001968244,0.000539973,0.020757288],"study_design_scores_gemma":[0.0002647918,0.0021225316,0.07179538,0.00003845281,0.0001481529,0.00032562434,0.0009575762,0.7750494,0.14557993,0.0014662705,0.0021239854,0.00012797036],"about_ca_topic_score_codex":0.002614026,"about_ca_topic_score_gemma":0.0022244863,"teacher_disagreement_score":0.002614026,"about_ca_system_score_codex":0.00031149184,"about_ca_system_score_gemma":0.00034409,"threshold_uncertainty_score":0.0051975846},"labels":[],"label_agreement":null},{"id":"W2015457935","doi":"10.1021/ie0009738","title":"Modeling the Ultraviolet Photodegradation of Rigid Polyurethane Foams","year":2001,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":34,"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":"Polyurethane; Photodegradation; Polymer; Ultraviolet; Materials science; Degradation (telecommunications); Weathering; Composite material; Chemical engineering; Penetration (warfare); Ultraviolet light; Scanning electron microscope; Chemistry; Catalysis; Organic chemistry; Optoelectronics","score_opus":0.07703716720308504,"score_gpt":0.3014437773055304,"score_spread":0.22440661010244536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015457935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457494,0.00046744655,0.044049755,0.00018369267,0.000035458288,0.00009939394,0.00045414752,0.00015796172,0.008802693],"genre_scores_gemma":[0.988267,0.00038103043,0.007186185,0.000025520643,0.000009171087,0.00009647763,0.00022007819,0.00003562184,0.0037789473],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988997,0.000021301268,0.000005538199,0.00001854828,0.00002614141,0.000038595866],"domain_scores_gemma":[0.9996667,0.00019547933,0.000053573596,0.000017517432,0.00004281933,0.000023866025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027772895,0.0005091,0.00056622096,0.00053450686,0.00043066955,0.0006482218,0.0006735348,0.0016487631,0.0017096977],"category_scores_gemma":[0.0008799156,0.00042735247,0.00085114985,0.00035842604,0.00056749146,0.0006490289,0.00034772267,0.0004403092,0.00016635256],"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":[0.00002220363,0.000019306419,0.0005368561,0.000018862118,0.0000053734125,0.00004972839,0.000017482114,0.99542445,0.0024780314,0.00068057707,0.000029488509,0.0007176887],"study_design_scores_gemma":[0.000008292816,0.000021232967,0.00019016518,0.0000025380093,0.0000040223586,0.000010599676,0.000009464399,0.99851435,0.00087562157,0.0002459208,0.0001138382,0.000003970048],"about_ca_topic_score_codex":0.028905053,"about_ca_topic_score_gemma":0.009566802,"teacher_disagreement_score":0.028905053,"about_ca_system_score_codex":0.0010530951,"about_ca_system_score_gemma":0.0008855214,"threshold_uncertainty_score":0.05747366},"labels":[],"label_agreement":null},{"id":"W201586031","doi":"10.5006/c2000-00272","title":"Modeling the Effects of Local Topography on Atmospheric Corrosivity","year":2000,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Royal Military College of Canada","funders":"","keywords":"Corrosion; Environmental science; Atmospheric model; Materials science; Metallurgy; Meteorology; Physics","score_opus":0.0039211552134175015,"score_gpt":0.18464216368312925,"score_spread":0.18072100846971173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W201586031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923711,0.00006694857,0.005555935,0.000046462897,0.000012618289,0.000015103987,0.00018178367,0.00008279922,0.0016673021],"genre_scores_gemma":[0.9988545,0.00003790103,0.00061655935,0.00000447713,0.0000031507486,0.000005355077,0.00004633017,0.000006098899,0.00042572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991107,0.000021136957,0.0000045888028,0.000022606617,0.000013279571,0.000027460152],"domain_scores_gemma":[0.9996099,0.00019348339,0.00005500316,0.000036887104,0.00006241227,0.000042303538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020522691,0.00054751214,0.0003253465,0.0003326103,0.00028919504,0.0006340886,0.0005635631,0.00072271895,0.001562498],"category_scores_gemma":[0.0009230329,0.00037287702,0.00053494977,0.00029490906,0.00036100092,0.0004355766,0.0004259656,0.0002962942,0.00019186712],"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":[0.000020265228,0.000022715836,0.0067282985,0.0000086686405,0.000013229776,0.000068729794,0.000008187915,0.9909219,0.0011317313,0.00009242962,0.00003326765,0.0009504773],"study_design_scores_gemma":[0.0000073430056,0.00003037545,0.0027020199,0.0000013301278,0.000009652926,0.000009269159,0.000010911421,0.9967559,0.00037153924,0.00005360208,0.000044043496,0.000003998278],"about_ca_topic_score_codex":0.03915754,"about_ca_topic_score_gemma":0.022182217,"teacher_disagreement_score":0.03915754,"about_ca_system_score_codex":0.0005879774,"about_ca_system_score_gemma":0.00044055693,"threshold_uncertainty_score":0.07785922},"labels":[],"label_agreement":null},{"id":"W2016330804","doi":"10.1016/j.jweia.2013.08.013","title":"Wind loading on tilted roof-top solar arrays: The parapet effect","year":2013,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Roof; Tilt (camera); Aerodynamics; Wind engineering; Wind tunnel; Flat roof; Structural engineering; Wind direction; Wind speed; Marine engineering; Geology; Engineering; Geotechnical engineering; Aerospace engineering","score_opus":0.009388709214498702,"score_gpt":0.1887100372766811,"score_spread":0.1793213280621824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016330804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856543,0.00015910524,0.004115816,0.00017892079,0.00008575574,0.000015508755,0.00013988568,0.00015147365,0.009499256],"genre_scores_gemma":[0.9992545,0.00006296415,0.000119204284,0.000017649327,0.000012778628,0.0000022334718,0.00003509335,0.000029048748,0.0004665461],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998179,0.000025007506,0.0000072039616,0.000028187198,0.000051737952,0.00007000985],"domain_scores_gemma":[0.99935526,0.00028451986,0.00006618992,0.00009116812,0.00013351096,0.00006926794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015756406,0.0002939143,0.0006659933,0.00040743445,0.0006309445,0.0008644702,0.00033490892,0.00067487516,0.0057884813],"category_scores_gemma":[0.0016601708,0.00029663902,0.00034634405,0.00034792942,0.00054563873,0.0008821847,0.0004615953,0.000555727,0.00080009276],"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":[0.004422519,0.0010166998,0.06342422,0.0003669804,0.00024295537,0.0060366634,0.00051797664,0.39370272,0.41887772,0.004746768,0.0071429536,0.09950175],"study_design_scores_gemma":[0.00018568408,0.00092950126,0.23522098,0.00006814441,0.00020437721,0.0010831378,0.0012504873,0.66443264,0.09101624,0.0033934193,0.0020646208,0.00015081877],"about_ca_topic_score_codex":0.0018405968,"about_ca_topic_score_gemma":0.0017660628,"teacher_disagreement_score":0.0057884813,"about_ca_system_score_codex":0.00024712516,"about_ca_system_score_gemma":0.00021500434,"threshold_uncertainty_score":0.019364357},"labels":[],"label_agreement":null},{"id":"W2016705623","doi":"10.1016/j.jweia.2010.10.007","title":"Pollution removal effectiveness of the pedestrian ventilation system","year":2010,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Environmental science; Airflow; Canyon; Pollution; Pedestrian; Street canyon; Ventilation (architecture); Marine engineering; Computational fluid dynamics; Air pollution; Meteorology; Environmental engineering; Engineering; Civil engineering; Aerospace engineering; Geology; Geography","score_opus":0.006598470049922899,"score_gpt":0.18178967114218428,"score_spread":0.17519120109226138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016705623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969338,0.00014075465,0.0022857247,0.000011376846,0.000009111715,0.0000061376636,0.000033201457,0.000047681096,0.0005322108],"genre_scores_gemma":[0.9992536,0.00003416462,0.00026881503,0.000005784909,0.0000022287543,0.000002955527,0.000037422502,0.0000035677467,0.00039148366],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998221,0.000043342705,0.000010744352,0.000030666364,0.000037678852,0.000055573848],"domain_scores_gemma":[0.99981517,0.000048926573,0.000018702165,0.000013125053,0.00008001144,0.00002417315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002491178,0.0002554291,0.00056983944,0.00029811103,0.00041790277,0.0003971796,0.00023799264,0.00035873047,0.0016816892],"category_scores_gemma":[0.00034148578,0.00011861852,0.00033697597,0.00020080782,0.00014666689,0.00022101606,0.00024723902,0.00012821452,0.00029535787],"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":[0.0053734863,0.00037297767,0.04100547,0.0004257155,0.00015751699,0.00020005375,0.00027795276,0.022316644,0.84143543,0.00030645565,0.00053482054,0.08759355],"study_design_scores_gemma":[0.00024785916,0.008998422,0.18300597,0.00005998275,0.00068680017,0.00039996038,0.0007568735,0.08580301,0.71540374,0.0003211186,0.0042438237,0.00007253277],"about_ca_topic_score_codex":0.002597441,"about_ca_topic_score_gemma":0.0020685932,"teacher_disagreement_score":0.002597441,"about_ca_system_score_codex":0.00021000582,"about_ca_system_score_gemma":0.00035061655,"threshold_uncertainty_score":0.0056257844},"labels":[],"label_agreement":null},{"id":"W2017050861","doi":"10.1115/1.4007741","title":"Prediction of Deswirled Radial Inflow in Rotating Cavities With Hysteresis","year":2013,"lang":"en","type":"article","venue":"Journal of Turbomachinery","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rolls-Royce (Canada)","funders":"","keywords":"Turbomachinery; Mechanics; Inflow; Steady state (chemistry); Pressure drop; Transient (computer programming); Flow (mathematics); Vortex; Discontinuity (linguistics); Hysteresis; Nozzle; Operating point; Physics; Control theory (sociology); Materials science; Engineering; Thermodynamics; Computer science; Mathematics; Chemistry","score_opus":0.00871111471157227,"score_gpt":0.18849734299347096,"score_spread":0.1797862282818987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017050861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95638067,0.00012398337,0.04147483,0.00006350182,0.000012906003,0.000039866958,0.00009801534,0.00017644645,0.0016297945],"genre_scores_gemma":[0.99755484,0.000031123083,0.0019878098,0.0000044614358,0.0000018609121,0.000015653042,0.00002551275,0.000011589854,0.00036727713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999337,0.00001526849,0.0000032401394,0.000017138786,0.000010755004,0.000019915953],"domain_scores_gemma":[0.9995552,0.00022913057,0.00008526546,0.000029225068,0.000053083077,0.00004806778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037697284,0.00031365952,0.0004830325,0.00037199422,0.00030453576,0.0006134698,0.0003594108,0.0009974331,0.0006220286],"category_scores_gemma":[0.0010250859,0.0003227991,0.0004426109,0.00014059107,0.00047759747,0.00043934092,0.00034355064,0.00032292996,0.00010917161],"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":[0.000043310505,0.000043603384,0.003511016,0.000023645898,0.000004894586,0.00008636541,0.00002836209,0.9871703,0.0064847344,0.00059215917,0.000068851725,0.0019427423],"study_design_scores_gemma":[0.0000036805102,0.000018601653,0.00036015833,0.0000017405605,0.0000010299211,0.0000051853194,0.000004509171,0.99889404,0.0006326016,0.000052756914,0.00002377056,0.0000019351896],"about_ca_topic_score_codex":0.007097961,"about_ca_topic_score_gemma":0.0035247614,"teacher_disagreement_score":0.007097961,"about_ca_system_score_codex":0.000535921,"about_ca_system_score_gemma":0.00076763943,"threshold_uncertainty_score":0.014113307},"labels":[],"label_agreement":null},{"id":"W2017867065","doi":"10.1007/s10069-002-1025-8","title":"The growth of point source plumes at Rayleigh numbers up to 108 and Prandtl numbers up to 1000","year":2002,"lang":"en","type":"article","venue":"Visual Geosciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Compute Canada","funders":"","keywords":"Prandtl number; Turbulent Prandtl number; Rayleigh number; Mechanics; Magnetic Prandtl number; Plume; Physics; Convection; Meteorology; Natural convection; Turbulence; Nusselt number; Reynolds number","score_opus":0.01047034217765947,"score_gpt":0.23809762993587258,"score_spread":0.22762728775821311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017867065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699327,0.0009963718,0.014477409,0.00057921594,0.000057907484,0.000036142937,0.0004667212,0.00040053832,0.013053027],"genre_scores_gemma":[0.988013,0.00040617303,0.00557311,0.00003606837,0.000021246819,0.000028133025,0.00054756616,0.00010956787,0.00526517],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988353,0.000012969837,0.00000328785,0.000018289145,0.00004931782,0.000032554435],"domain_scores_gemma":[0.9983089,0.0008798297,0.00013488771,0.0000759692,0.00043416693,0.00016628174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000175765,0.00041059035,0.00021854817,0.0005728536,0.00042325628,0.00059707806,0.00029662348,0.00058772136,0.0016392283],"category_scores_gemma":[0.002698036,0.00026522498,0.0003698991,0.00023246398,0.0005150565,0.00085865846,0.00059684424,0.00091940514,0.0003535695],"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":[0.0006265897,0.00012498834,0.011322186,0.00033611569,0.000043941152,0.0011858518,0.0013159328,0.07983957,0.8498669,0.020453647,0.0033170562,0.03156726],"study_design_scores_gemma":[0.00008314112,0.0002851667,0.038686316,0.0000469373,0.000042431297,0.0013591585,0.0005364532,0.5666198,0.37265486,0.013160481,0.006367503,0.000157749],"about_ca_topic_score_codex":0.0019376801,"about_ca_topic_score_gemma":0.000984853,"teacher_disagreement_score":0.0019376801,"about_ca_system_score_codex":0.00035235952,"about_ca_system_score_gemma":0.00029254833,"threshold_uncertainty_score":0.0054837465},"labels":[],"label_agreement":null},{"id":"W2018108781","doi":"10.1177/0143624411428951","title":"The use of UKCP09 to produce weather files for building simulation","year":2012,"lang":"en","type":"article","venue":"Building Services Engineering Research and Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":62,"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":"Research Councils UK; Canadian Centre for Applied Research in Cancer Control; Engineering and Physical Sciences Research Council; Impact Fund","keywords":"Consistency (knowledge bases); Computer science; Extreme weather; Building energy simulation; Morphing; Product (mathematics); Climate change; Architectural engineering; Efficient energy use; Energy performance; Engineering","score_opus":0.03861371647808277,"score_gpt":0.3072141662528952,"score_spread":0.26860044977481246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018108781","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":[0.04483622,0.0005170749,0.80353713,0.00074984896,0.00050486374,0.00087524875,0.06715372,0.02789201,0.053933922],"genre_scores_gemma":[0.18655047,0.0011385179,0.7236444,0.00014335715,0.000102825856,0.0017020684,0.07449474,0.0066711656,0.005552409],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835676,0.00040509322,0.0002247931,0.00019514389,0.00074112107,0.00007712288],"domain_scores_gemma":[0.9942958,0.0017523267,0.00047882422,0.0014395,0.0019063612,0.00012724682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029356147,0.000758218,0.00042690526,0.0019486109,0.00061471446,0.0021755365,0.0013814311,0.0005734256,0.009605705],"category_scores_gemma":[0.0116451215,0.0006599957,0.0009912192,0.0033770073,0.00032652853,0.002276749,0.0014777009,0.0012635106,0.0049128477],"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":[0.00040749527,0.00014857907,0.018034585,0.0015560844,0.00023395174,0.0004765347,0.0016686224,0.33935776,0.009672664,0.03774598,0.11258855,0.47810918],"study_design_scores_gemma":[0.00023881755,0.00019788666,0.023650631,0.0007273602,0.00010455473,0.00059541315,0.0008808696,0.4131313,0.033816222,0.014886274,0.511415,0.00035574418],"about_ca_topic_score_codex":0.012589879,"about_ca_topic_score_gemma":0.009172513,"teacher_disagreement_score":0.012589879,"about_ca_system_score_codex":0.0009376513,"about_ca_system_score_gemma":0.0013998029,"threshold_uncertainty_score":0.032134295},"labels":[],"label_agreement":null},{"id":"W2018132932","doi":"10.1016/j.jfluidstructs.2014.06.024","title":"Detached eddy simulation of flow past an isolated inclined solar panel","year":2014,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vortex shedding; Wake; Vortex; Vorticity; Detached eddy simulation; Mechanics; Large eddy simulation; Turbulence; Flow (mathematics); Physics; Wind speed; Meteorology; Reynolds-averaged Navier–Stokes equations; Reynolds number","score_opus":0.0128351107637712,"score_gpt":0.24183701473555255,"score_spread":0.22900190397178136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018132932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935527,0.000056382894,0.0024429515,0.00012931234,0.00004080608,0.000025581936,0.00029434366,0.0001079833,0.0033498167],"genre_scores_gemma":[0.99810094,0.000022908443,0.0009784452,0.00002231837,0.000008682212,0.000009992012,0.00014344005,0.000016251055,0.00069701823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989974,0.000019974814,0.000006657588,0.0000235302,0.000018695082,0.000031298277],"domain_scores_gemma":[0.9992835,0.00035768907,0.000047534373,0.00005579476,0.00007943516,0.00017602478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026424415,0.00042182874,0.000825059,0.00042383646,0.0008876172,0.0009131791,0.0010295734,0.0018337537,0.002922837],"category_scores_gemma":[0.00097595336,0.0004003948,0.000606734,0.00048657742,0.00084571715,0.0006886136,0.0005664285,0.0011256792,0.00017750429],"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":[0.0004775902,0.0005185754,0.009033497,0.000046255493,0.00008051906,0.00036707582,0.00011076514,0.9792215,0.005968742,0.00091869704,0.0004701836,0.0027866212],"study_design_scores_gemma":[0.00006214437,0.00007060263,0.0030102571,0.0000032837954,0.000008804636,0.000013116669,0.00004506871,0.99607867,0.000503971,0.00010455491,0.00009086505,0.000008536465],"about_ca_topic_score_codex":0.022894017,"about_ca_topic_score_gemma":0.0111817,"teacher_disagreement_score":0.022894017,"about_ca_system_score_codex":0.0008657715,"about_ca_system_score_gemma":0.0009865368,"threshold_uncertainty_score":0.045521557},"labels":[],"label_agreement":null},{"id":"W2018482629","doi":"10.1016/j.jweia.2013.08.008","title":"CFD simulation of pedestrian-level wind conditions around buildings: Past achievements and prospects","year":2013,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Vortex; Meteorology; Turbulence; Mechanics; Superposition principle; Computer simulation; Aerospace engineering; Physics; Environmental science; Engineering","score_opus":0.019220676829638222,"score_gpt":0.2199431772237427,"score_spread":0.2007225003941045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018482629","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8328082,0.0024794128,0.13843812,0.0004935337,0.00029853085,0.000087656736,0.00082143163,0.0010780343,0.023495119],"genre_scores_gemma":[0.9886412,0.0006905945,0.008412939,0.000021746597,0.000042109383,0.000016583952,0.00028004,0.00005114719,0.0018435675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980885,0.000055259876,0.000012309653,0.000024008179,0.00005242088,0.000047130565],"domain_scores_gemma":[0.9996302,0.0001475565,0.0000251384,0.000044410885,0.000089596855,0.000063000196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037414787,0.00054289546,0.0009825802,0.00053442764,0.0004869015,0.000995624,0.0006964736,0.0010394091,0.002103585],"category_scores_gemma":[0.00079345045,0.0003779147,0.0007689056,0.0009043713,0.0006821433,0.00070670387,0.0005698647,0.0003671222,0.0003952802],"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":[0.00016436474,0.00008943261,0.009319951,0.00007781393,0.000033581815,0.00018196033,0.00008736282,0.96727866,0.0027980015,0.0013069503,0.000540663,0.018121198],"study_design_scores_gemma":[0.000016836359,0.00003265373,0.0017757141,0.00001143788,0.000010024765,0.000028496466,0.000048685524,0.99565434,0.0010072297,0.00043071594,0.00096932624,0.000014610296],"about_ca_topic_score_codex":0.016612003,"about_ca_topic_score_gemma":0.009730437,"teacher_disagreement_score":0.016612003,"about_ca_system_score_codex":0.00039387718,"about_ca_system_score_gemma":0.00076439464,"threshold_uncertainty_score":0.03303063},"labels":[],"label_agreement":null},{"id":"W2019347692","doi":"10.1016/j.jweia.2013.12.007","title":"Local and overall wind pressure and force coefficients for solar panels","year":2014,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Structural engineering; Azimuth; Pressure measurement; Wind engineering; Static pressure; Engineering; Environmental science; Geometry; Mathematics; Aerospace engineering; Mechanical engineering","score_opus":0.010048495053734275,"score_gpt":0.19253609714213532,"score_spread":0.18248760208840104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019347692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98397774,0.00018399133,0.0077335592,0.000023558594,0.000011815227,0.000015158352,0.0006377692,0.00011899068,0.0072974204],"genre_scores_gemma":[0.99866104,0.000052502462,0.00036091657,0.0000018094934,0.0000033726412,0.000006030909,0.0001739826,0.000025710498,0.0007146094],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992335,0.000008492159,0.000003575024,0.000016136417,0.00003125043,0.000017191942],"domain_scores_gemma":[0.9994765,0.00030403235,0.000029287161,0.000033255674,0.00012812714,0.000028882037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023965625,0.00023550738,0.0003529046,0.0005033368,0.0003760755,0.00028713892,0.00040111286,0.0002148781,0.0052125766],"category_scores_gemma":[0.0009439825,0.00016707728,0.00027512116,0.00047222403,0.00023565583,0.0005803904,0.00023422335,0.00035451257,0.0006062739],"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":[0.0009983275,0.00031943768,0.08027931,0.00052290043,0.00011207506,0.0011246796,0.0006792133,0.58647954,0.22537418,0.011396384,0.005120041,0.08759396],"study_design_scores_gemma":[0.000077379584,0.0003127429,0.24908537,0.000047674857,0.00010477938,0.0006260688,0.00069503824,0.6313076,0.11328714,0.0021197305,0.0022486618,0.00008782667],"about_ca_topic_score_codex":0.0029806956,"about_ca_topic_score_gemma":0.004850938,"teacher_disagreement_score":0.0052125766,"about_ca_system_score_codex":0.00016741504,"about_ca_system_score_gemma":0.00017235351,"threshold_uncertainty_score":0.017437816},"labels":[],"label_agreement":null},{"id":"W2021137539","doi":"10.1016/j.ecolmodel.2007.03.010","title":"Efficiently characterizing the origin and decay rate of a nonconservative scalar using probability theory","year":2007,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Scalar (mathematics); Applied mathematics; Probabilistic logic; Probability density function; Inverse problem; Markov chain Monte Carlo; Mathematical optimization; Monte Carlo method; Mathematics; Statistical physics; Bayesian inference; Bayes' theorem; Bayesian probability; Computer science; Statistics; Mathematical analysis; Physics","score_opus":0.048127334517622494,"score_gpt":0.258480371072059,"score_spread":0.21035303655443652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021137539","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":[0.057964303,0.000083784646,0.9411561,0.000070800976,0.000012024182,0.000011028561,0.00002034329,0.00015909453,0.0005226044],"genre_scores_gemma":[0.80719286,0.00030142243,0.18954402,0.00004635817,0.00004274158,0.000056365432,0.00012792299,0.00029747328,0.0023908783],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994474,0.00019599585,0.000032344848,0.000114150906,0.0001416987,0.00006847757],"domain_scores_gemma":[0.984036,0.013225792,0.0009659573,0.0007589311,0.0007580736,0.0002553159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035464512,0.0009484672,0.00096137775,0.0013096231,0.00053725333,0.0019062064,0.0018173817,0.0016381853,0.00094430946],"category_scores_gemma":[0.018460648,0.0010143294,0.000928695,0.0007736728,0.0015266364,0.004609931,0.0016092238,0.0022184437,0.00021354806],"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":[0.00014472692,0.00010060042,0.0043579657,0.00017637966,0.000098192155,0.0001731644,0.00029790206,0.7625353,0.021653108,0.18440555,0.0005411388,0.025516005],"study_design_scores_gemma":[0.0000023554137,0.000005390516,0.000117148156,0.000002324742,0.000003853288,0.0000118145745,0.000004992235,0.9829556,0.000773092,0.01605867,0.00005815127,0.000006581008],"about_ca_topic_score_codex":0.0027931065,"about_ca_topic_score_gemma":0.0015217881,"teacher_disagreement_score":0.0035464512,"about_ca_system_score_codex":0.00096210075,"about_ca_system_score_gemma":0.0008719853,"threshold_uncertainty_score":0.018755615},"labels":[],"label_agreement":null},{"id":"W2021388208","doi":"10.1115/imece2012-85746","title":"Numerical Investigation of the Effects of Different Overhang Configurations on the Wind-Driven Rain Wetting of Building Facades","year":2012,"lang":"en","type":"article","venue":"","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":"Concordia University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Facade; Building envelope; Envelope (radar); Wind speed; Environmental science; Meteorology; Durability; Low-rise; RADIUS; Wind engineering; Structural engineering; Computer science; Engineering; Aerospace engineering","score_opus":0.012059307437614778,"score_gpt":0.2211754254502135,"score_spread":0.20911611801259872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021388208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99571544,0.00005983109,0.0026430772,0.000021296539,0.000012519899,0.0000111581985,0.000077558805,0.000048129306,0.0014110076],"genre_scores_gemma":[0.9984296,0.000034533565,0.0013154261,0.0000034076452,0.0000016734726,0.000006805058,0.00003325469,0.0000047005415,0.0001707065],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998753,0.000020477039,0.000010533703,0.00001766201,0.000029032608,0.00004691955],"domain_scores_gemma":[0.9991485,0.00049499207,0.00014310036,0.00007196691,0.00007724553,0.000064150845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029970377,0.0003773678,0.00049810746,0.00044448313,0.00041772492,0.0004649533,0.00035936848,0.0006116993,0.0012225035],"category_scores_gemma":[0.0012458266,0.00018885452,0.00045162547,0.00045600982,0.00067579426,0.00029116956,0.00033363738,0.00033869292,0.000076036245],"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":[0.00022185233,0.00013635805,0.012508243,0.0001079564,0.000029105686,0.00033119388,0.0001124858,0.95729506,0.023094136,0.0006575151,0.00012377228,0.005382312],"study_design_scores_gemma":[0.000033383345,0.00022479061,0.008601866,0.000013346101,0.000021911925,0.000056616598,0.000120922334,0.9837558,0.0068556154,0.00013542363,0.00016320896,0.000017097229],"about_ca_topic_score_codex":0.0055112494,"about_ca_topic_score_gemma":0.0040206886,"teacher_disagreement_score":0.0055112494,"about_ca_system_score_codex":0.00028936827,"about_ca_system_score_gemma":0.00033729637,"threshold_uncertainty_score":0.010958374},"labels":[],"label_agreement":null},{"id":"W2022817958","doi":"10.1007/s00348-014-1736-2","title":"Characterizing the lower log region of the atmospheric surface layer via large-scale particle tracking velocimetry","year":2014,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Technology Futures","keywords":"Boundary layer; Particle image velocimetry; Physics; Vorticity; Parametrization (atmospheric modeling); Turbulence; Mechanics; Exponential function; Reynolds number; Reynolds stress; Vortex; Optics; Mathematical analysis; Mathematics","score_opus":0.01561229278718796,"score_gpt":0.24547723604029653,"score_spread":0.22986494325310858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022817958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909411,0.00015145332,0.006687193,0.00007086218,0.000021562748,0.00001792008,0.0002942014,0.00019828866,0.0016173157],"genre_scores_gemma":[0.9965341,0.000093874245,0.0026925795,0.000035227356,0.000009016763,0.000012475451,0.0002078778,0.000030749972,0.00038404018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999387,0.000006198285,0.0000034271006,0.000016289474,0.000018791046,0.000016541122],"domain_scores_gemma":[0.99987876,0.000047184814,0.000021102716,0.00001243066,0.000024593679,0.000015962743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001738396,0.00029413291,0.00020283798,0.000515416,0.00050186197,0.00087451516,0.00023437593,0.00044559332,0.00073122454],"category_scores_gemma":[0.00042853554,0.00016582645,0.00012472589,0.00035523452,0.00036102877,0.00074378296,0.0002602147,0.00072218984,0.00016227449],"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":[0.00050521916,0.00052482006,0.076594435,0.000054836964,0.000032525542,0.0001343254,0.00023825612,0.00815981,0.8912132,0.0011678861,0.00073835766,0.020636456],"study_design_scores_gemma":[0.00014056262,0.00034916052,0.5109461,0.00003244721,0.000058571084,0.0001153766,0.00045297557,0.22031674,0.2613542,0.001477305,0.0046733073,0.00008324407],"about_ca_topic_score_codex":0.011754306,"about_ca_topic_score_gemma":0.009948247,"teacher_disagreement_score":0.011754306,"about_ca_system_score_codex":0.00027267745,"about_ca_system_score_gemma":0.0003931348,"threshold_uncertainty_score":0.023371756},"labels":[],"label_agreement":null},{"id":"W2023118084","doi":"10.1007/s10546-013-9901-3","title":"Streamwise Versus Spanwise Spacing of Obstacle Arrays: Parametrization of the Effects on Drag and Turbulence","year":2014,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Ministerio de Economía y Competitividad","keywords":"Turbulence; Parametrization (atmospheric modeling); Drag; Drag coefficient; Reynolds number; Physics; Mechanics; Function (biology); Mathematics; Geometry; Optics","score_opus":0.009289237774066112,"score_gpt":0.2178608137041942,"score_spread":0.20857157593012807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023118084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94705075,0.0001396863,0.046311148,0.0000888327,0.000056738205,0.000037014812,0.00033766148,0.00021201186,0.0057661175],"genre_scores_gemma":[0.9969055,0.00002927946,0.002573556,0.0000066727885,0.0000062151335,0.000012220147,0.00006724992,0.000023864493,0.00037552285],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998709,0.000036748195,0.000006926129,0.0000268934,0.00002099656,0.000037578273],"domain_scores_gemma":[0.99912685,0.00047144952,0.00011417329,0.000136922,0.00007323932,0.000077318226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037964288,0.0004434828,0.00031730422,0.00033918858,0.00029385881,0.0007311302,0.0006382458,0.0006646772,0.0011195632],"category_scores_gemma":[0.0020314106,0.00027562628,0.00040406373,0.0004284144,0.0005534046,0.0005687355,0.00038663612,0.00049885485,0.00013291716],"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":[0.00008263271,0.00007677552,0.005059411,0.000014209929,0.000010907283,0.00004423322,0.000017244956,0.98617285,0.004190566,0.0015663207,0.00012731898,0.0026374757],"study_design_scores_gemma":[0.000013735827,0.0000261416,0.0028916833,0.0000041113235,0.000008665094,0.000016075972,0.00001021201,0.99492633,0.0016543767,0.00031702264,0.00012246358,0.000009187598],"about_ca_topic_score_codex":0.0034264878,"about_ca_topic_score_gemma":0.0027058253,"teacher_disagreement_score":0.0034264878,"about_ca_system_score_codex":0.0004340403,"about_ca_system_score_gemma":0.00047854235,"threshold_uncertainty_score":0.006813109},"labels":[],"label_agreement":null},{"id":"W2024293399","doi":"10.1061/41130(369)102","title":"Wind-Induced Loads on the Foundation of a Low-Rise Building: Full-Scale and Wind Tunnel Experimentation","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","topic":"Wind and Air Flow Studies","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":"Concordia University","funders":"","keywords":"Wind tunnel; Foundation (evidence); Wind engineering; Terrain; Hypersonic wind tunnel; Wind gradient; Structural engineering; Marine engineering; Wind speed; Envelope (radar); Full scale; Wind direction; Planetary boundary layer; Meteorology; Range (aeronautics); Boundary layer; Finite element method; Engineering; Aerospace engineering; Geography","score_opus":0.011366177563836698,"score_gpt":0.25196633094906806,"score_spread":0.24060015338523136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024293399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999553,0.0000025568984,0.00030981732,0.0000015336337,7.0071917e-7,0.0000073824276,0.000022470374,0.000006499424,0.00009595341],"genre_scores_gemma":[0.99926287,0.000008762424,0.00052405434,0.0000014137911,6.205024e-7,0.0000099575955,0.00004611552,0.0000020082757,0.00014423758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998374,0.000031495947,0.000009238577,0.000021577245,0.00005632893,0.000043798114],"domain_scores_gemma":[0.999635,0.00015236303,0.00004099528,0.000055950393,0.000055799057,0.00005987587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004777664,0.00032117803,0.00027996956,0.0003078734,0.00032103626,0.00017005716,0.00034273718,0.00034966454,0.000985595],"category_scores_gemma":[0.00049606216,0.00017860495,0.00025958606,0.00016027997,0.0004117996,0.0002198863,0.0003448611,0.00027192585,0.00012613434],"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":[0.0018744337,0.003452583,0.067318104,0.00023941323,0.000068186964,0.0013585599,0.0016695154,0.08797034,0.8133005,0.0006658967,0.00029848656,0.021784093],"study_design_scores_gemma":[0.00024872183,0.027811576,0.3370022,0.000059670387,0.00010758908,0.0008114371,0.0023327651,0.26539466,0.3644529,0.00056355447,0.0011093189,0.000105674175],"about_ca_topic_score_codex":0.0010563979,"about_ca_topic_score_gemma":0.0021294998,"teacher_disagreement_score":0.0010563979,"about_ca_system_score_codex":0.00013220312,"about_ca_system_score_gemma":0.0001536119,"threshold_uncertainty_score":0.0032971501},"labels":[],"label_agreement":null},{"id":"W2024559313","doi":"10.1007/s10546-012-9763-0","title":"Statistics of the Wind-Speed Difference Between Points with Cross-Wind Separation","year":2012,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Separation (statistics); Wind speed; Statistics; Environmental science; Meteorology; Mathematics; Physics","score_opus":0.021374785529708385,"score_gpt":0.2816450887033353,"score_spread":0.2602703031736269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024559313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654142,0.00030565815,0.020933248,0.00012541183,0.00007825568,0.000048356516,0.010756161,0.0005259892,0.0018126848],"genre_scores_gemma":[0.97978884,0.00007190717,0.0036856534,0.000017561215,0.000047861962,0.000045052802,0.015425342,0.00009708315,0.0008206913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807537,0.00042159256,0.00026256888,0.0005902002,0.0004595824,0.00019067364],"domain_scores_gemma":[0.95719105,0.030197097,0.0042464677,0.004071267,0.003078742,0.0012154066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041576573,0.00037221645,0.0006918803,0.0021656086,0.00044956434,0.0011098096,0.0009819985,0.00073055975,0.0032901887],"category_scores_gemma":[0.019738,0.00025627288,0.0005494957,0.0020211125,0.0007950925,0.0011339762,0.0005433099,0.00084638986,0.00073347846],"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":[0.0033285622,0.00037801,0.81040233,0.0003041152,0.0006132628,0.00062960375,0.00039906672,0.08075966,0.012920966,0.01655104,0.009038173,0.06467509],"study_design_scores_gemma":[0.0001321413,0.00066934066,0.74121034,0.00004620772,0.00019137705,0.0011370773,0.0007151487,0.23073761,0.0095560355,0.010485997,0.0049459226,0.00017279948],"about_ca_topic_score_codex":0.0022152986,"about_ca_topic_score_gemma":0.0025784061,"teacher_disagreement_score":0.0041576573,"about_ca_system_score_codex":0.00041475653,"about_ca_system_score_gemma":0.00050963747,"threshold_uncertainty_score":0.021988094},"labels":[],"label_agreement":null},{"id":"W2024603683","doi":"10.1007/s10652-010-9206-8","title":"A closure approach with multi-scale mixing length, and its application to wind and shear stress profiles within the atmospheric boundary layer","year":2011,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Mechanics; Planetary boundary layer; Turbulence modeling; Turbulence; Boundary layer; Wind stress; Mixing length model; Length scale; Shear stress; Meteorology; Scalar (mathematics); Geology; Physics; Classical mechanics; Geometry; Atmospheric sciences; Mathematics","score_opus":0.011696714567703215,"score_gpt":0.18961187083707673,"score_spread":0.17791515626937351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024603683","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":[0.011360535,0.000740659,0.9849166,0.00029049246,0.00044956108,0.00007311254,0.00004240721,0.000120762794,0.0020057699],"genre_scores_gemma":[0.448141,0.0025147402,0.531457,0.00034945158,0.0016505885,0.00064128445,0.00019418169,0.00065207185,0.014399658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993051,0.0002552876,0.00006609577,0.00009762826,0.00022506564,0.00005079113],"domain_scores_gemma":[0.9975079,0.0011515621,0.00031407454,0.00029428498,0.0004975368,0.00023461059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031341324,0.001018204,0.0013063679,0.0016869692,0.0013227428,0.0016972723,0.0019008948,0.002098673,0.0014039142],"category_scores_gemma":[0.006929871,0.00051695085,0.001953932,0.00089885184,0.0015090842,0.0031880145,0.0029487663,0.0025306116,0.0003519813],"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":[0.00017528347,0.00058502506,0.0025739276,0.00041892397,0.00015974589,0.001273921,0.0007472794,0.40415752,0.02472116,0.42649925,0.003554597,0.13513339],"study_design_scores_gemma":[0.000013643997,0.000042736967,0.00014202518,0.000017637894,0.000012799221,0.00008402228,0.000022362658,0.98294145,0.0007831954,0.014122615,0.0017948127,0.000022705397],"about_ca_topic_score_codex":0.0028570313,"about_ca_topic_score_gemma":0.0021179183,"teacher_disagreement_score":0.0031341324,"about_ca_system_score_codex":0.00062729267,"about_ca_system_score_gemma":0.0014053053,"threshold_uncertainty_score":0.016575098},"labels":[],"label_agreement":null},{"id":"W2025722036","doi":"10.1119/1.2201854","title":"The failure of the Tacoma Bridge: A physical model","year":2006,"lang":"en","type":"article","venue":"American Journal of Physics","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":"University of British Columbia","funders":"","keywords":"Bridge (graph theory); Physics; Confusion; Deck; Vortex; Instability; Structural engineering; Mechanics; Engineering; Psychology; Psychoanalysis","score_opus":0.00465718268171979,"score_gpt":0.20583121811136193,"score_spread":0.20117403542964213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025722036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5618928,0.0025486988,0.12729587,0.010570543,0.00087070896,0.00027582888,0.0010163023,0.00042556366,0.29510367],"genre_scores_gemma":[0.9696676,0.00071505446,0.003744426,0.00035012566,0.00019301307,0.00018607594,0.00015569394,0.000040320494,0.024947738],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998822,0.000024949297,0.000005447788,0.000027655362,0.000023489676,0.000036173875],"domain_scores_gemma":[0.99977607,0.00005434977,0.000037995807,0.000025201076,0.000042128053,0.00006435038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003063485,0.0005874352,0.0006353026,0.00073011883,0.0014881933,0.0016827455,0.002341481,0.0035568886,0.008191822],"category_scores_gemma":[0.0008862025,0.00034576954,0.00068584684,0.0004866307,0.0020490522,0.0017418674,0.002068793,0.0013818331,0.001175026],"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":[0.00016053967,0.00025886745,0.0029781698,0.00016723266,0.000044477874,0.0021492778,0.0007211259,0.6411024,0.0060008145,0.32912764,0.009122618,0.0081667835],"study_design_scores_gemma":[0.00007628556,0.0000841926,0.0008995355,0.000029119832,0.000019429652,0.00021725394,0.00018217524,0.9395554,0.00015345916,0.054386847,0.0043687564,0.000027606624],"about_ca_topic_score_codex":0.0077770515,"about_ca_topic_score_gemma":0.0031143096,"teacher_disagreement_score":0.008191822,"about_ca_system_score_codex":0.00066218985,"about_ca_system_score_gemma":0.0008267302,"threshold_uncertainty_score":0.027404368},"labels":[],"label_agreement":null},{"id":"W2026006597","doi":"10.1063/1.3220701","title":"Energy use and environmental impacts: A general review","year":2009,"lang":"en","type":"review","venue":"Journal of Renewable and Sustainable Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":280,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Environmental science; Energy consumption; Environmental engineering; Greenhouse gas; Energy conservation; Fossil fuel; Waste management; Environmental impact of the energy industry; Air conditioning; Efficient energy use; Global warming; Natural resource economics; Environmental protection; Engineering; Energy policy; Climate change","score_opus":0.011721445243604498,"score_gpt":0.23781965957298637,"score_spread":0.22609821432938187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026006597","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":[0.0001423207,0.99871254,0.00004419768,0.00020297301,0.00013577059,0.000010029162,0.000110225556,0.000004753955,0.00063725683],"genre_scores_gemma":[0.00067128433,0.9987901,0.000048953283,0.00010871072,0.00012088297,0.000008223484,0.00008670969,0.0000014700158,0.00016371228],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999361,0.00012245895,0.00014520754,0.00012228273,0.00018988876,0.000059171667],"domain_scores_gemma":[0.9985996,0.000811072,0.00022223691,0.000028594366,0.0002968203,0.000041779902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012286397,0.0016758682,0.0025064622,0.005647786,0.00047560083,0.0023709428,0.0017125689,0.0016680348,0.010675648],"category_scores_gemma":[0.0022643588,0.00057831465,0.002426997,0.0075277584,0.0006038334,0.0027384679,0.0011950982,0.0015783883,0.002515795],"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":[0.00021293657,0.0001777776,0.001166518,0.16468729,0.00058842025,0.00031159312,0.0001584547,0.00080884295,0.0005782092,0.0029894828,0.053948376,0.7743721],"study_design_scores_gemma":[0.000024931507,0.00022224539,0.004567633,0.07015329,0.0011482743,0.0015854015,0.0002659665,0.00015113989,0.00036694837,0.002209412,0.9192453,0.00005943475],"about_ca_topic_score_codex":0.0048646,"about_ca_topic_score_gemma":0.0051916256,"teacher_disagreement_score":0.010675648,"about_ca_system_score_codex":0.0012405992,"about_ca_system_score_gemma":0.0027915915,"threshold_uncertainty_score":0.035713553},"labels":[],"label_agreement":null},{"id":"W2026014145","doi":"10.2514/6.2008-1325","title":"Effect of Roof Slope on a Building-Mounted Wind Turbine","year":2008,"lang":"en","type":"article","venue":"46th AIAA Aerospace Sciences Meeting and Exhibit","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":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Roof; Turbine; Marine engineering; Environmental science; Geology; Meteorology; Aerospace engineering; Engineering; Civil engineering; Physics","score_opus":0.008983235999936423,"score_gpt":0.2454415070201322,"score_spread":0.2364582710201958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026014145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841607,0.000024794914,0.0005812159,0.000008820081,0.000009873483,0.0000044355993,0.00006441015,0.00005574665,0.0008346498],"genre_scores_gemma":[0.9994937,0.00001651129,0.00017995361,0.000004951267,8.8999167e-7,0.0000015118782,0.00005386559,0.0000070502742,0.00024164516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998758,0.00001995617,0.0000069183143,0.00002373364,0.000030504052,0.000043133205],"domain_scores_gemma":[0.99946195,0.00019556198,0.00006075654,0.00006217178,0.00013943434,0.000080183345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015258258,0.00029128394,0.00028931885,0.00012957361,0.00032375456,0.00046484603,0.00021427151,0.00032374405,0.0027898971],"category_scores_gemma":[0.0007681052,0.00022957762,0.00024135657,0.00016263867,0.00022497232,0.00015585599,0.00024230283,0.0002943523,0.0007163675],"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":[0.004074152,0.00042102818,0.18290782,0.00021938686,0.00014787572,0.0028049187,0.0005698244,0.19824477,0.57146996,0.00031827405,0.0019477431,0.036874242],"study_design_scores_gemma":[0.00013485759,0.0045653405,0.69539285,0.0000676288,0.00019982543,0.00071720174,0.0015715387,0.14048064,0.15386719,0.00015404775,0.0027618795,0.00008697956],"about_ca_topic_score_codex":0.005807615,"about_ca_topic_score_gemma":0.011055668,"teacher_disagreement_score":0.005807615,"about_ca_system_score_codex":0.00020783316,"about_ca_system_score_gemma":0.00025876297,"threshold_uncertainty_score":0.011547625},"labels":[],"label_agreement":null},{"id":"W2026596157","doi":"10.1520/jte103023","title":"A Test Protocol to Quantify the Uplift Resistance of Adhesive Applied Roofing Specimens Subjected to Tensile Loading","year":2010,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Adhesive; GLUE; Environmental science; Engineering; Geotechnical engineering; Materials science; Composite material; Mechanical engineering","score_opus":0.03801718618900443,"score_gpt":0.30782583681611214,"score_spread":0.2698086506271077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026596157","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7621669,0.00094393594,0.21786475,0.00011178312,0.00028073584,0.0076399553,0.0019668655,0.0010380003,0.007987128],"genre_scores_gemma":[0.6597593,0.0011777423,0.30441067,0.00024034225,0.00006928349,0.017480474,0.003688933,0.00031264347,0.012860598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985109,0.0001914043,0.00023502302,0.00029844642,0.0006387133,0.00012559054],"domain_scores_gemma":[0.9969789,0.00045751742,0.00043661968,0.00057093037,0.0013513457,0.00020472716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017642716,0.00108479,0.00040370776,0.0011599262,0.00082097313,0.00026152597,0.0005951166,0.0006451052,0.004319275],"category_scores_gemma":[0.0012732854,0.0004518218,0.0004944854,0.0006649697,0.0007357916,0.0003851846,0.00044032958,0.0008270367,0.0012612038],"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":[0.00006787303,0.00011243675,0.00075404724,0.00009591048,0.0000056409885,0.00011337676,0.000110987865,0.0002323626,0.99526477,0.00016489018,0.0001262912,0.0029513673],"study_design_scores_gemma":[0.000026396734,0.004897736,0.026869765,0.0000848351,0.000049430575,0.00029765736,0.00029669915,0.0027794705,0.9588631,0.00020405257,0.0055878316,0.000043012264],"about_ca_topic_score_codex":0.0005630275,"about_ca_topic_score_gemma":0.002403692,"teacher_disagreement_score":0.004319275,"about_ca_system_score_codex":0.00024059264,"about_ca_system_score_gemma":0.0006158838,"threshold_uncertainty_score":0.014449418},"labels":[],"label_agreement":null},{"id":"W2026675121","doi":"10.1191/0309133305pp442ra","title":"A review of turbulence in the very stable nocturnal boundary layer and its implications for air quality","year":2005,"lang":"en","type":"review","venue":"Progress in Physical Geography Earth and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nocturnal; Boundary layer; Turbulence; Daytime; Atmospheric sciences; Environmental science; Planetary boundary layer; Air quality index; Meteorology; Convective Boundary Layer; Surface layer; Pollutant; Geology; Mechanics; Layer (electronics); Geography; Physics; Chemistry","score_opus":0.03498368362407223,"score_gpt":0.32301665153476633,"score_spread":0.2880329679106941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026675121","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":[0.00011608108,0.998934,0.00008293164,0.00011513281,0.00014909927,0.0000023688942,0.000010657447,0.0000025525287,0.00058717566],"genre_scores_gemma":[0.00044399314,0.99886715,0.000105195555,0.000060606417,0.00012678628,0.0000026943828,0.000014753169,7.923941e-7,0.00037801478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997453,0.000037499954,0.00004927969,0.00005583583,0.00008811881,0.000024099694],"domain_scores_gemma":[0.9994893,0.00023931151,0.00006878113,0.000012708072,0.0001576886,0.000032219425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006098729,0.0010868411,0.001932684,0.0031536329,0.0004170889,0.0013354822,0.0009924888,0.0013646479,0.0033247895],"category_scores_gemma":[0.0008989089,0.0004756752,0.00067287975,0.0053112553,0.0007334541,0.0019912906,0.00062114355,0.0010944637,0.0018902968],"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":[0.00008576693,0.00010890682,0.0005677897,0.027281601,0.00011064232,0.0003060298,0.00018813823,0.000992602,0.0022949283,0.004840407,0.03205593,0.93116724],"study_design_scores_gemma":[0.000013137068,0.00015684695,0.0032139597,0.007774368,0.00011694534,0.0012226751,0.00017506957,0.00017900171,0.0005817449,0.0024252678,0.984099,0.000042023585],"about_ca_topic_score_codex":0.0065163933,"about_ca_topic_score_gemma":0.0073529542,"teacher_disagreement_score":0.0065163933,"about_ca_system_score_codex":0.001017174,"about_ca_system_score_gemma":0.0015173871,"threshold_uncertainty_score":0.012956917},"labels":[],"label_agreement":null},{"id":"W2026812727","doi":"10.1590/s1678-58782004000300001","title":"The height of maximum speed-up in the atmospheric boundary layer flow over low hills","year":2004,"lang":"en","type":"article","venue":"Journal of the Brazilian Society of Mechanical Sciences and Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; York University","keywords":"Wind speed; Planetary boundary layer; Boundary layer; Atmosphere (unit); Momentum (technical analysis); Inertia; Flow (mathematics); Turbulence; Log wind profile; Mathematics; Mechanics; Field (mathematics); Meteorology; Mathematical analysis; Wind gradient; Physics; Wind profile power law; Classical mechanics","score_opus":0.006687776045787183,"score_gpt":0.2069643624598116,"score_spread":0.2002765864140244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026812727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995031,0.00019115717,0.0035514785,0.000034551773,0.00000489939,0.000007779358,0.000040083356,0.000055237066,0.0010838398],"genre_scores_gemma":[0.998993,0.000051037132,0.0008254615,0.0000029642736,0.000004245211,0.0000023973482,0.000022878852,0.000004548274,0.000093419134],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999378,0.000009074,0.00000340614,0.0000104866285,0.0000125271135,0.000026722013],"domain_scores_gemma":[0.9995517,0.00021005767,0.00011485626,0.00001694773,0.000054212054,0.000052154515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027304527,0.0002535772,0.00019599398,0.00080475013,0.00040189936,0.00050838664,0.00026555848,0.00036605718,0.0005335392],"category_scores_gemma":[0.001312307,0.00016504925,0.00024925036,0.00025007778,0.00047467055,0.0004659369,0.0002934299,0.0003116469,0.0000695613],"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":[0.00083930464,0.00028686304,0.4395561,0.00047276108,0.00012748947,0.0037965253,0.0020290613,0.33609936,0.11982357,0.019902548,0.0012975594,0.075768925],"study_design_scores_gemma":[0.000073348274,0.00018564134,0.38148454,0.000070700866,0.000049231738,0.0004902273,0.00061461306,0.5928749,0.019370098,0.003591714,0.0010996101,0.00009539825],"about_ca_topic_score_codex":0.0066661295,"about_ca_topic_score_gemma":0.0033723596,"teacher_disagreement_score":0.0066661295,"about_ca_system_score_codex":0.0005026073,"about_ca_system_score_gemma":0.00030579173,"threshold_uncertainty_score":0.0132546425},"labels":[],"label_agreement":null},{"id":"W2026997414","doi":"10.1016/j.buildenv.2010.01.001","title":"A novel approach to enhance outdoor air quality: Pedestrian ventilation system","year":2010,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Environmental science; Urban heat island; Pedestrian; Ventilation (architecture); Meteorology; Air quality index; Atmospheric instability; Wind speed; Urbanization; Thermal comfort; Atmospheric sciences; Environmental engineering; Civil engineering; Geography; Engineering","score_opus":0.015861144271553867,"score_gpt":0.2487632135177711,"score_spread":0.23290206924621723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026997414","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":[0.4534639,0.0016273909,0.5361556,0.0001875626,0.00032048344,0.0001803096,0.00014732181,0.0016795943,0.006237805],"genre_scores_gemma":[0.92142266,0.00037850192,0.07323465,0.00011806007,0.000107670145,0.00009714487,0.00008421294,0.000042682903,0.004514409],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998715,0.000026656586,0.0000065653467,0.000040540366,0.000031991287,0.000022787348],"domain_scores_gemma":[0.9998988,0.000019494259,0.00001138277,0.000010381778,0.00003845791,0.000021511114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021135913,0.0004283511,0.0005282389,0.00032465864,0.00033993882,0.00041363577,0.0004707201,0.00047275412,0.0019063026],"category_scores_gemma":[0.00015033514,0.00013950671,0.00033989167,0.0002113813,0.0001396193,0.000311344,0.00045832884,0.00021451518,0.0003526038],"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":[0.0008022375,0.0006461047,0.004886051,0.00040823666,0.00014225533,0.0001401041,0.0001331621,0.0054610986,0.8170884,0.0012373585,0.001120377,0.16793467],"study_design_scores_gemma":[0.00050932856,0.008731769,0.03974776,0.00009748176,0.00086516235,0.0015247505,0.00024359486,0.13179176,0.78085816,0.0015571392,0.033926774,0.00014627284],"about_ca_topic_score_codex":0.00051157916,"about_ca_topic_score_gemma":0.0010879702,"teacher_disagreement_score":0.0019063026,"about_ca_system_score_codex":0.00013065987,"about_ca_system_score_gemma":0.0002628992,"threshold_uncertainty_score":0.00637722},"labels":[],"label_agreement":null},{"id":"W2028002065","doi":"10.1175/jas-d-14-0311.1","title":"Multiple Regimes of Wind, Stratification, and Turbulence in the Stable Boundary Layer","year":2015,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Geostrophic wind; Stratification (seeds); Boundary layer; Turbulence; Wind speed; Atmospheric sciences; Planetary boundary layer; Physics; Mechanics; Wind profile power law; Meteorology; Environmental science","score_opus":0.026696851965825504,"score_gpt":0.24468492749468576,"score_spread":0.21798807552886026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028002065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993217,0.00003824926,0.00031041188,0.00001654396,0.0000014676275,0.000003243677,0.0000873541,0.0000047788258,0.00021627916],"genre_scores_gemma":[0.9997961,0.000006548981,0.00008261916,0.0000012230319,7.077826e-7,0.000001465722,0.00007437225,7.4271946e-7,0.00003624337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985635,0.000024986275,0.000010891238,0.00003393172,0.00003889241,0.000035044603],"domain_scores_gemma":[0.99964046,0.00010161301,0.00010314204,0.00001998537,0.000067769855,0.000066936125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032049225,0.00007791055,0.00019407432,0.0006106508,0.0003497072,0.00061493623,0.00021725381,0.00022843544,0.00032686492],"category_scores_gemma":[0.0009820921,0.00017358073,0.00013105755,0.00039731024,0.00048259573,0.00033401322,0.00027308328,0.00016010173,0.00006371596],"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":[0.00032390983,0.000081767685,0.9581372,0.000039224033,0.00007342628,0.0004535881,0.00070155854,0.007909891,0.023737902,0.0010119186,0.00039568864,0.0071340203],"study_design_scores_gemma":[0.000010353357,0.000030620133,0.9831166,0.000008476088,0.000008947181,0.000040463812,0.00027003427,0.015326266,0.0006477696,0.0003363053,0.00019468454,0.000009426264],"about_ca_topic_score_codex":0.04226264,"about_ca_topic_score_gemma":0.06420418,"teacher_disagreement_score":0.04226264,"about_ca_system_score_codex":0.0007340001,"about_ca_system_score_gemma":0.0003846432,"threshold_uncertainty_score":0.08403331},"labels":[],"label_agreement":null},{"id":"W2028336042","doi":"10.1109/iembs.2010.5626059","title":"An empirical model of end-tidal CO&lt;inf&gt;2&lt;/inf&gt; response to minute ventilation","year":2010,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ventilation (architecture); Computer science; Environmental science; Control theory (sociology); Meteorology; Physics; Artificial intelligence","score_opus":0.019831700437963097,"score_gpt":0.2808714735044282,"score_spread":0.2610397730664651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028336042","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":[0.22918019,0.0004573852,0.7653719,0.00019239719,0.000044595145,0.00010032377,0.00037054348,0.0006042836,0.003678372],"genre_scores_gemma":[0.9778577,0.0002919051,0.019253785,0.000039051774,0.000015178241,0.00009498812,0.00023697362,0.000031355354,0.0021790306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998497,0.000028093385,0.0000085726415,0.00005766632,0.00004118668,0.000014737236],"domain_scores_gemma":[0.99976844,0.00012656034,0.000030804647,0.000023246139,0.000043898963,0.00000719794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002580795,0.00031026453,0.00029489188,0.00014782295,0.00011148063,0.0003822598,0.0005916458,0.00055880815,0.0010017729],"category_scores_gemma":[0.00095639046,0.00016239678,0.00029714286,0.00013491762,0.00026432326,0.00040159834,0.00018461674,0.00044031718,0.00033916612],"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":[0.00017054229,0.00013144358,0.007070494,0.00019126771,0.0000765323,0.00018706576,0.00016403724,0.882538,0.065515414,0.0036544227,0.0005662208,0.039734513],"study_design_scores_gemma":[0.000007365197,0.000098299126,0.004164064,0.000006202632,0.000015194747,0.00009700819,0.00001143997,0.98967195,0.004451954,0.00042257938,0.0010442983,0.000009773542],"about_ca_topic_score_codex":0.004210571,"about_ca_topic_score_gemma":0.0029125619,"teacher_disagreement_score":0.004210571,"about_ca_system_score_codex":0.00033031928,"about_ca_system_score_gemma":0.0005141848,"threshold_uncertainty_score":0.008372128},"labels":[],"label_agreement":null},{"id":"W202877576","doi":"10.1007/978-3-7091-0953-3_2","title":"Applications of Environmental Aerodynamics","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Aerodynamics; Aerospace engineering; Computer science; Environmental science; Engineering; Systems engineering; Architectural engineering; Civil engineering","score_opus":0.007794031611161423,"score_gpt":0.1781521380412167,"score_spread":0.17035810643005528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W202877576","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":[0.0015952707,0.033181936,0.02984804,0.0022238407,0.002722947,0.00002403393,0.00007669448,0.00014400968,0.93018323],"genre_scores_gemma":[0.05183761,0.062022828,0.021462994,0.0015430275,0.004495647,0.000076348835,0.00022297604,0.00026907798,0.8580695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972945,0.000053059382,0.000008637949,0.000038685987,0.00014659754,0.000023590808],"domain_scores_gemma":[0.9998896,0.000042327967,0.0000049360256,0.000020095384,0.000033594788,0.000009433178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027165297,0.0008117015,0.0003863259,0.0011485011,0.000856236,0.0015668477,0.00067298976,0.0010614081,0.023377618],"category_scores_gemma":[0.00040098798,0.00027656605,0.00054414454,0.00080151553,0.0014760668,0.0017466763,0.0015219961,0.0014627987,0.0055502774],"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":[0.0000062991776,0.000027187893,0.00013917699,0.0002374739,0.000009081236,0.000127617,0.0002583111,0.0020343373,0.0013526436,0.76813805,0.06812244,0.15954736],"study_design_scores_gemma":[0.000001231217,0.000008969052,0.00018914731,0.00010216653,0.0000031057289,0.00017293305,0.00007289622,0.0007727266,0.00043127744,0.09896864,0.89926976,0.0000071461427],"about_ca_topic_score_codex":0.0008546863,"about_ca_topic_score_gemma":0.0020123962,"teacher_disagreement_score":0.023377618,"about_ca_system_score_codex":0.00063519244,"about_ca_system_score_gemma":0.00057098333,"threshold_uncertainty_score":0.07820594},"labels":[],"label_agreement":null},{"id":"W2030492878","doi":"10.1007/s00704-013-0962-5","title":"A study on the motion characteristics and their impact on the wind measurement post-processing of the GPS dropwindsonde Part I: effects of the wind-finding equations","year":2013,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Eulerian path; Nonlinear system; Turbulence; Equations of motion; Meteorology; Global Positioning System; Advection; Wind speed; Mathematics; Environmental science; Applied mathematics; Computer science; Lagrangian; Physics; Classical mechanics","score_opus":0.016574536507145434,"score_gpt":0.22848377883549956,"score_spread":0.21190924232835412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030492878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8406711,0.0009256933,0.15489171,0.00015461892,0.00012707378,0.000109474895,0.0005057783,0.00040828952,0.002206258],"genre_scores_gemma":[0.93908,0.0009860845,0.05353158,0.00008608938,0.00007817616,0.00007524763,0.000968634,0.00036715443,0.004827123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967027,0.00008703169,0.000024422341,0.000071094524,0.000113415495,0.000033756904],"domain_scores_gemma":[0.9955165,0.0032973322,0.0002478758,0.00025117298,0.0006421339,0.000044914243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005307207,0.00041839364,0.00032931968,0.0002864496,0.0003533232,0.00055342156,0.00023632277,0.00041178687,0.0022641334],"category_scores_gemma":[0.0041178865,0.00018633074,0.00037992097,0.00050272426,0.00017452985,0.00045981756,0.00020711013,0.00033243498,0.00043855488],"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":[0.0025288025,0.0004579222,0.0369374,0.00076397136,0.00016967913,0.0008380983,0.0003453662,0.05125775,0.6425963,0.0012147614,0.0011525649,0.26173738],"study_design_scores_gemma":[0.000069399866,0.0021263605,0.19134209,0.00006015178,0.0003243251,0.0006073796,0.00021753238,0.25649518,0.5414991,0.00030337402,0.006860504,0.00009470308],"about_ca_topic_score_codex":0.003285827,"about_ca_topic_score_gemma":0.0037685987,"teacher_disagreement_score":0.003285827,"about_ca_system_score_codex":0.00021460498,"about_ca_system_score_gemma":0.0003076586,"threshold_uncertainty_score":0.00757432},"labels":[],"label_agreement":null},{"id":"W2030850912","doi":"10.1177/0075424202025004601","title":"Evaluating the Air Pressure Response of Multizonal Buildings","year":2002,"lang":"en","type":"article","venue":"Journal of Thermal Envelope and Building Science","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Flow (mathematics); Field (mathematics); Computer science; Airflow; Engineering; Environmental science; Mechanics; Mechanical engineering; Mathematics; Physics","score_opus":0.03290283864616191,"score_gpt":0.29550051250983234,"score_spread":0.26259767386367044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030850912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96260124,0.00013369159,0.033764966,0.000043989457,0.000020792391,0.00003279639,0.00022043595,0.00026733792,0.0029148066],"genre_scores_gemma":[0.99608266,0.000058162288,0.003377008,0.000005124076,0.00000352394,0.000010565264,0.000075057214,0.00002000828,0.00036786438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996246,0.00006883152,0.000018898456,0.000072113835,0.00016450854,0.00005085386],"domain_scores_gemma":[0.9995524,0.00023404698,0.00005313368,0.00005748338,0.00007665207,0.000026296584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005785702,0.0005124445,0.0004292275,0.0007793765,0.00028979924,0.0011020441,0.0006354928,0.00073758455,0.001471729],"category_scores_gemma":[0.0014953968,0.00030225184,0.0004209914,0.0006472706,0.00038597675,0.0012084387,0.000807868,0.0004928375,0.00031528476],"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":[0.00043164394,0.00026027006,0.041532416,0.00020507965,0.000075259406,0.00023205705,0.00033317343,0.8123914,0.084832594,0.0016839608,0.00035685336,0.057665296],"study_design_scores_gemma":[0.000004886422,0.00015744116,0.018465485,0.000006545569,0.000012261313,0.000038466922,0.00011068246,0.96529585,0.015104884,0.0004426895,0.00034009595,0.000020728701],"about_ca_topic_score_codex":0.004947589,"about_ca_topic_score_gemma":0.0036562108,"teacher_disagreement_score":0.004947589,"about_ca_system_score_codex":0.0005690137,"about_ca_system_score_gemma":0.00022144825,"threshold_uncertainty_score":0.009837627},"labels":[],"label_agreement":null},{"id":"W2031049249","doi":"10.1504/ijep.2000.000552","title":"Statistical performance of some dispersion schemes for tracer experiment data at a nuclear power plant","year":2000,"lang":"en","type":"article","venue":"International Journal of Environment and Pollution","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":"TRACER; Dispersion (optics); Residual; Atmospheric dispersion modeling; Nuclear power plant; Diffusion; Environmental science; Gaussian; Meteorology; Statistics; Mathematics; Physics; Nuclear physics; Chemistry; Air pollution; Thermodynamics; Optics; Algorithm","score_opus":0.013405103844499822,"score_gpt":0.24009761137574342,"score_spread":0.2266925075312436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031049249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7142358,0.00023388128,0.28306097,0.00013069848,0.000021874344,0.0001239155,0.00021701417,0.001307849,0.00066792686],"genre_scores_gemma":[0.91688967,0.000103898674,0.08222326,0.000013633961,0.000011135252,0.00006358611,0.00030921996,0.000067156085,0.00031852294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984164,0.00060786336,0.00013519809,0.0002499331,0.0005105959,0.000079915735],"domain_scores_gemma":[0.9837902,0.012546045,0.00095022813,0.0012782168,0.0012352602,0.00020011788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005638849,0.00043239523,0.00034711175,0.0009057999,0.0005578075,0.0006885142,0.00084434147,0.0007805586,0.0005165046],"category_scores_gemma":[0.023796322,0.00028272704,0.00049960933,0.00052713987,0.0005807066,0.0010788152,0.0005760303,0.00070055923,0.00015294747],"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":[0.0017190117,0.0003394562,0.061582465,0.00024428577,0.00024595225,0.00010710433,0.00047352415,0.6400166,0.045770645,0.007384467,0.0003438469,0.24177265],"study_design_scores_gemma":[0.00003945922,0.0004019503,0.0068579665,0.0000106425405,0.000030685453,0.000060262762,0.00003215323,0.9627366,0.028422803,0.0010226757,0.0003443177,0.000040519786],"about_ca_topic_score_codex":0.0051541924,"about_ca_topic_score_gemma":0.0031756896,"teacher_disagreement_score":0.005638849,"about_ca_system_score_codex":0.0012437984,"about_ca_system_score_gemma":0.0007737557,"threshold_uncertainty_score":0.029821455},"labels":[],"label_agreement":null},{"id":"W2031246491","doi":"10.1016/j.agrformet.2012.06.016","title":"Predictive model for scalar concentration fluctuations in and above a model plant canopy","year":2012,"lang":"en","type":"article","venue":"Agricultural and Forest Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Alberta","funders":"","keywords":"Kurtosis; Skewness; Turbulence; Mechanics; Dissipation; Environmental science; Scalar (mathematics); Turbulence kinetic energy; Stochastic modelling; Standard deviation; Statistical physics; Dispersion (optics); Mathematics; Atmospheric sciences; Meteorology; Physics; Statistics; Thermodynamics; Geometry","score_opus":0.01073107954738097,"score_gpt":0.20690928073535594,"score_spread":0.19617820118797497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031246491","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":[0.4495967,0.00048184194,0.534181,0.0009073436,0.00015844383,0.00011105598,0.0013934675,0.0016473563,0.011522808],"genre_scores_gemma":[0.9913623,0.00009829045,0.0052026105,0.00005492178,0.000027552242,0.000058803398,0.00024719266,0.00003883585,0.0029094825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986064,0.000028967354,0.000006412922,0.000051521343,0.000026971102,0.00002545799],"domain_scores_gemma":[0.9993679,0.0003633974,0.00008145229,0.00003887823,0.00011323304,0.000035152436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004983024,0.00063319964,0.0008801717,0.0005198479,0.0005706039,0.00096864667,0.0017966159,0.0015151175,0.0019138459],"category_scores_gemma":[0.0014842389,0.00056120404,0.0005936722,0.000718577,0.0010470578,0.00090652,0.00057548564,0.001099111,0.00025895966],"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":[0.0000115955845,0.000009510464,0.00022790291,0.000006036842,0.0000048046572,0.00001060548,0.0000068582162,0.99772733,0.00029981654,0.0008681839,0.00009244449,0.0007348848],"study_design_scores_gemma":[0.0000019963993,0.0000016067929,0.000059145914,3.5502794e-7,0.0000012971208,7.5662547e-7,9.034712e-7,0.99968743,0.000037749196,0.00019518199,0.000012409947,0.0000012208492],"about_ca_topic_score_codex":0.050078057,"about_ca_topic_score_gemma":0.020230092,"teacher_disagreement_score":0.050078057,"about_ca_system_score_codex":0.0014826059,"about_ca_system_score_gemma":0.0011672471,"threshold_uncertainty_score":0.099573135},"labels":[],"label_agreement":null},{"id":"W2032321457","doi":"10.1016/s0167-6105(01)00206-9","title":"Wind loads on parapets","year":2002,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wind engineering; Structural engineering; Span (engineering); Scale model; Wind tunnel; Engineering; Geotechnical engineering; Aerospace engineering","score_opus":0.018248453161732438,"score_gpt":0.1890214309742598,"score_spread":0.17077297781252737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032321457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74237984,0.00034508045,0.004780708,0.00028944225,0.00018561148,0.00008001496,0.0006642782,0.00015019382,0.2511249],"genre_scores_gemma":[0.9690313,0.00018996643,0.00024427928,0.000022374605,0.000033595497,0.000010850982,0.00032497765,0.00005870748,0.03008397],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999741,0.0000334992,0.000011371286,0.00002851153,0.00010554263,0.00008005763],"domain_scores_gemma":[0.99969256,0.00006569924,0.000022953289,0.00002955102,0.00014415682,0.000045017612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012143253,0.0003681984,0.00036664496,0.0012951018,0.0012620925,0.0011206191,0.00036897673,0.00055971835,0.042577654],"category_scores_gemma":[0.0013013893,0.00023335846,0.0002547345,0.000979034,0.00034445003,0.0011515499,0.0008259133,0.0003342563,0.0062756306],"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":[0.007527845,0.0012024576,0.04388724,0.0006261006,0.00013642877,0.0077774823,0.0023616557,0.12954654,0.14719488,0.13930587,0.03985933,0.48057413],"study_design_scores_gemma":[0.00031989435,0.0016697458,0.38303003,0.0003651652,0.00017192276,0.002857609,0.013266414,0.2881558,0.06336941,0.11494054,0.13164954,0.00020396542],"about_ca_topic_score_codex":0.002467787,"about_ca_topic_score_gemma":0.0028107238,"teacher_disagreement_score":0.042577654,"about_ca_system_score_codex":0.00037433908,"about_ca_system_score_gemma":0.00018480183,"threshold_uncertainty_score":0.14243644},"labels":[],"label_agreement":null},{"id":"W2032441158","doi":"10.1080/08916150600977358","title":"Experimental Study of Natural Convection in a Window with a Between-Panes Venetian Blind","year":2007,"lang":"en","type":"article","venue":"Experimental Heat Transfer","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Natural convection; Window (computing); Natural (archaeology); Convection; Optics; Mechanics; Computer science; Geology","score_opus":0.014641635686204005,"score_gpt":0.26586013516112006,"score_spread":0.25121849947491603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032441158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986327,0.000024997642,0.0011915681,0.0000032545088,0.0000060415828,0.000012144412,0.000013802152,0.000014282046,0.00010120754],"genre_scores_gemma":[0.99751544,0.000029496958,0.0021139027,0.0000022770546,0.0000046036084,0.000019529907,0.000021589205,0.0000051489274,0.00028797713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976915,0.000028128814,0.000011016788,0.00007681711,0.00005892542,0.000056089335],"domain_scores_gemma":[0.9996654,0.00014766176,0.000051708208,0.000053247233,0.000033435797,0.00004856596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040400095,0.0004938106,0.00047475292,0.00017939963,0.0004052816,0.00027699617,0.000416198,0.00039461232,0.00091388804],"category_scores_gemma":[0.0005955995,0.00022720273,0.0002523871,0.00016737019,0.000633324,0.0003988966,0.00047957464,0.0004158754,0.000078682264],"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":[0.00077034585,0.00024278158,0.0018308857,0.0000703544,0.000007853634,0.0001235988,0.00020249945,0.0016729881,0.9922546,0.00014712897,0.00002140566,0.0026556144],"study_design_scores_gemma":[0.00020128499,0.007081689,0.020327965,0.000013855339,0.0000431883,0.0002155142,0.00020241516,0.014374323,0.95650834,0.00014609925,0.00084788125,0.00003744086],"about_ca_topic_score_codex":0.0005979953,"about_ca_topic_score_gemma":0.00049661903,"teacher_disagreement_score":0.00091388804,"about_ca_system_score_codex":0.00016493424,"about_ca_system_score_gemma":0.00024075831,"threshold_uncertainty_score":0.0030572414},"labels":[],"label_agreement":null},{"id":"W2033133503","doi":"10.1016/j.applthermaleng.2013.12.039","title":"Mixed convective heat transfer through a horizontal opening in a full-scale, two-story test-hut","year":2014,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Heat transfer; Buoyancy; Convective heat transfer; Mechanics; Airflow; Convection; Meteorology; Ventilation (architecture); Combined forced and natural convection; Eddy; Environmental science; Natural convection; Turbulence; Thermodynamics; Physics","score_opus":0.0057121095113070895,"score_gpt":0.17632163858993294,"score_spread":0.17060952907862584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033133503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992086,0.0000067340616,0.00019227395,0.000012772253,0.0000026393182,0.000004068084,0.00006384605,0.000019415425,0.0004896955],"genre_scores_gemma":[0.99953055,0.0000042457777,0.0001358879,0.000002146888,0.0000011460687,0.0000034359725,0.000036654114,0.0000038753556,0.00028202072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987733,0.000020290965,0.000004989064,0.000029047676,0.000020929041,0.000047350906],"domain_scores_gemma":[0.99975556,0.00013482476,0.000016651184,0.000016318814,0.000028174878,0.000048463273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013858643,0.00022724998,0.00037942326,0.00016350414,0.00067818887,0.0005199981,0.0005727813,0.00058707246,0.0022018661],"category_scores_gemma":[0.0003727141,0.00020595046,0.00026068353,0.00020822787,0.00067581196,0.00046942063,0.0003911188,0.00047505661,0.0001917413],"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":[0.010590157,0.0024440011,0.080790386,0.0003784749,0.000099890225,0.004118127,0.0018385306,0.20393085,0.6642484,0.0016916578,0.0021862031,0.027683292],"study_design_scores_gemma":[0.00035877465,0.003678917,0.25787172,0.000033132834,0.00010244002,0.00035827103,0.0016809562,0.4997064,0.23447645,0.0004745822,0.0011576617,0.00010080645],"about_ca_topic_score_codex":0.004496736,"about_ca_topic_score_gemma":0.0041889157,"teacher_disagreement_score":0.004496736,"about_ca_system_score_codex":0.00041943075,"about_ca_system_score_gemma":0.00032147087,"threshold_uncertainty_score":0.008941114},"labels":[],"label_agreement":null},{"id":"W2034156468","doi":"10.1007/s10546-006-9126-9","title":"Scalar concentration reduction in a contaminant cloud","year":2006,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Commonwealth Scientific and Industrial Research Organisation; University of Sheffield","keywords":"Probability density function; Plume; Scalar (mathematics); Turbulence; Grid; Cloud computing; Beta distribution; Function (biology); Statistical physics; Mechanics; Environmental science; Mathematics; Physics; Meteorology; Statistics; Geometry; Computer science","score_opus":0.008209631193159971,"score_gpt":0.22048761125661745,"score_spread":0.21227798006345747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034156468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974039,0.000108875975,0.0016228269,0.00004427176,0.0000140806305,0.000006859623,0.000056073575,0.000040817125,0.00070231786],"genre_scores_gemma":[0.9984816,0.000049823302,0.0007667411,0.000009396584,0.000005764068,0.0000014949949,0.00006332163,0.00000805366,0.00061383116],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990606,0.000009713789,0.0000034517466,0.000022842441,0.000031972962,0.000025959822],"domain_scores_gemma":[0.9997218,0.0000678599,0.000041449148,0.00002226052,0.00010435629,0.000042141724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013281238,0.00014819526,0.00023328772,0.00022059144,0.00050765084,0.00052281376,0.0003052485,0.00024205784,0.00072700693],"category_scores_gemma":[0.0005089243,0.00011370418,0.00013412592,0.00022258799,0.00024181978,0.00034769086,0.00018254823,0.00031473668,0.00008446319],"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":[0.0011194322,0.00021698854,0.011576647,0.00004318855,0.000025632182,0.00036618477,0.000060025264,0.010062277,0.9667308,0.0008666779,0.0003126388,0.008619499],"study_design_scores_gemma":[0.00007472937,0.0004936251,0.027782919,0.0000026210505,0.000027612265,0.00014595775,0.00009242166,0.17794387,0.7924553,0.00035418133,0.00060896174,0.000017823195],"about_ca_topic_score_codex":0.020379627,"about_ca_topic_score_gemma":0.010028222,"teacher_disagreement_score":0.020379627,"about_ca_system_score_codex":0.0005710805,"about_ca_system_score_gemma":0.00038083037,"threshold_uncertainty_score":0.04052204},"labels":[],"label_agreement":null},{"id":"W2034553541","doi":"10.1061/(asce)st.1943-541x.0000476","title":"Effects of Pressure Equalization on the Performance of Residential Wall Systems under Extreme Wind Loads","year":2011,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canada Research Chairs; Ontario Innovation Trust; State Farm","keywords":"Eaves; Equalization (audio); Structural engineering; Wind engineering; Engineering; Marine engineering; Channel (broadcasting); Telecommunications","score_opus":0.013227578519129066,"score_gpt":0.18496468698473922,"score_spread":0.17173710846561016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034553541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99951637,0.000018541845,0.00028118392,0.0000033756905,0.0000017313442,0.000003696022,0.000014544406,0.0000115786615,0.00014899539],"genre_scores_gemma":[0.9997353,0.000011108602,0.000112301444,0.0000024059298,0.0000011789343,0.0000022841057,0.000025042551,0.0000027635044,0.000107674474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996625,0.00005349521,0.000029347137,0.000037770293,0.00010442656,0.00011247172],"domain_scores_gemma":[0.9991992,0.00027114822,0.00014310653,0.00007438373,0.0001879651,0.00012425084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035691008,0.00033706817,0.0003351887,0.00035349067,0.0005411145,0.00038331756,0.00026481238,0.00030253438,0.0014598527],"category_scores_gemma":[0.0017217842,0.0002031771,0.00015962704,0.00021252167,0.00044702346,0.00052203,0.00046904132,0.00036320934,0.00030081504],"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":[0.002569322,0.0002993782,0.046911776,0.0001410939,0.00004836256,0.00085702736,0.00057925313,0.013048257,0.9120514,0.00012027164,0.00015602962,0.023217825],"study_design_scores_gemma":[0.0000314222,0.004650517,0.20654756,0.000022481805,0.00005701205,0.00041359715,0.0008489208,0.01745192,0.7692508,0.000119895696,0.00055400125,0.000051761413],"about_ca_topic_score_codex":0.0011569589,"about_ca_topic_score_gemma":0.0016269912,"teacher_disagreement_score":0.0014598527,"about_ca_system_score_codex":0.00017795117,"about_ca_system_score_gemma":0.00018053631,"threshold_uncertainty_score":0.004883766},"labels":[],"label_agreement":null},{"id":"W2035134566","doi":"10.1061/(asce)st.1943-541x.0000210","title":"Wind-Induced Pressures on Patio Covers","year":2010,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","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":"Concordia University","funders":"","keywords":"Wind tunnel; Marine engineering; Environmental science; Current (fluid); Cover (algebra); Meteorology; Flow (mathematics); Wind engineering; Engineering; Structural engineering; Electrical engineering; Mechanics; Aerospace engineering; Physics; Mechanical engineering","score_opus":0.004723558062752154,"score_gpt":0.1973180521581438,"score_spread":0.19259449409539164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035134566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992415,0.0000064020355,0.00017409385,0.0000017155355,0.0000016375047,0.000004883877,0.000030219297,0.0000059545855,0.0005336193],"genre_scores_gemma":[0.99957377,0.000012542347,0.00016867522,0.0000018552877,0.0000011337015,0.000004971712,0.000047360463,0.0000020524376,0.00018758206],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997621,0.00002313113,0.000010162629,0.00003516889,0.000120405726,0.000049086197],"domain_scores_gemma":[0.99975127,0.00005343724,0.000058408692,0.000033182532,0.000051056784,0.000052662785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017139676,0.0003524008,0.00027149115,0.00046150884,0.00045156473,0.0004990153,0.00026533983,0.00020535436,0.0018864225],"category_scores_gemma":[0.0006356242,0.00024185899,0.00024688354,0.00031163503,0.0004977759,0.00036460988,0.00071916933,0.00019654437,0.00030778005],"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":[0.0021875692,0.0002912766,0.14045268,0.00025532325,0.000061774736,0.0021610155,0.0014169354,0.01805261,0.79612345,0.000709738,0.00021575343,0.038071834],"study_design_scores_gemma":[0.0000528539,0.0036069844,0.845817,0.000045771434,0.00008324718,0.00090006134,0.0016238824,0.02250514,0.122485556,0.00033135884,0.0024720607,0.00007606927],"about_ca_topic_score_codex":0.0009646891,"about_ca_topic_score_gemma":0.0018601719,"teacher_disagreement_score":0.0018864225,"about_ca_system_score_codex":0.00012485965,"about_ca_system_score_gemma":0.00020047056,"threshold_uncertainty_score":0.0063107014},"labels":[],"label_agreement":null},{"id":"W2035959352","doi":"10.1002/cjce.22120","title":"Hardware and instrumentation to investigate massive releases of dense phase CO<sub>2</sub>","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Instrumentation (computer programming); Nuclear engineering; Mass flow; Atmosphere (unit); Petroleum engineering; Meteorology; Computer science; Mechanics; Engineering; Physics","score_opus":0.0068025373263784165,"score_gpt":0.19189472819974318,"score_spread":0.18509219087336476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035959352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65959984,0.0008650874,0.31980714,0.00071588834,0.00044717343,0.0013481503,0.0019595241,0.0052552987,0.0100019155],"genre_scores_gemma":[0.82992387,0.0005057341,0.16351908,0.00028510447,0.00009616584,0.0009270833,0.00088472024,0.00020984329,0.0036484362],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995653,0.000044193715,0.000018082697,0.00009510087,0.00021177833,0.00006558453],"domain_scores_gemma":[0.99892825,0.00031766825,0.00021210486,0.0002642342,0.00019947195,0.00007831529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089276955,0.000765529,0.00039319927,0.0005053913,0.00065905973,0.00039352963,0.0009817212,0.0007187531,0.0034111512],"category_scores_gemma":[0.0007734295,0.00045852724,0.00023768807,0.0004191228,0.0009786139,0.00072550646,0.0007112273,0.0006807298,0.00084181526],"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":[0.00035314163,0.0001904148,0.0052773133,0.00028694607,0.000025211613,0.00014994325,0.0001178612,0.002510171,0.95821226,0.001682832,0.0009037451,0.03029009],"study_design_scores_gemma":[0.00014674851,0.0021227053,0.022736834,0.00004132582,0.00008014681,0.00035975772,0.000096746524,0.017169312,0.9383187,0.000922438,0.017939461,0.00006563262],"about_ca_topic_score_codex":0.00070672645,"about_ca_topic_score_gemma":0.0011843956,"teacher_disagreement_score":0.0034111512,"about_ca_system_score_codex":0.00046690417,"about_ca_system_score_gemma":0.0006749726,"threshold_uncertainty_score":0.011411428},"labels":[],"label_agreement":null},{"id":"W2036749648","doi":"10.1088/1742-6596/524/1/012172","title":"The Development of a Large-Scale Particle Tracking Velocimery System for Wake Analysis of Wind-Loaded Structures","year":2014,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Wake; Reynolds number; Mechanics; Turbine; Flow (mathematics); Particle (ecology); Tracking (education); Physics; Meteorology; Geology; Turbulence","score_opus":0.018766115696996998,"score_gpt":0.24294586051836192,"score_spread":0.22417974482136493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036749648","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":[0.075197585,0.00029683346,0.9173707,0.000119855395,0.00017700851,0.0007842014,0.00042548918,0.003718786,0.0019096398],"genre_scores_gemma":[0.1765994,0.00018468424,0.819673,0.00009358744,0.000063056315,0.0006591918,0.0007186336,0.0001570263,0.0018514354],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996842,0.00004612938,0.000020762614,0.00007114951,0.00015126394,0.000026527136],"domain_scores_gemma":[0.999554,0.00011424541,0.000051479812,0.000070961425,0.00016590682,0.00004349031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011014658,0.00032967908,0.0003950316,0.0006234985,0.0002970803,0.00064711884,0.00088457775,0.00074787653,0.0013929058],"category_scores_gemma":[0.0012275021,0.00029023085,0.0002357354,0.00038899967,0.00032140774,0.0008092656,0.00065450545,0.0006431634,0.0006651179],"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":[0.00020302586,0.00029482547,0.006520125,0.00023657178,0.00003622561,0.00021396187,0.0002421625,0.015392018,0.65919334,0.0036547878,0.002656917,0.31135598],"study_design_scores_gemma":[0.00019169053,0.0018047123,0.01923812,0.000078975514,0.00007047194,0.00058629364,0.00009872051,0.58644307,0.35408804,0.0015567034,0.035629574,0.00021364016],"about_ca_topic_score_codex":0.0017738771,"about_ca_topic_score_gemma":0.0026157284,"teacher_disagreement_score":0.0017738771,"about_ca_system_score_codex":0.00031020594,"about_ca_system_score_gemma":0.0009499354,"threshold_uncertainty_score":0.005825162},"labels":[],"label_agreement":null},{"id":"W2036865251","doi":"10.1016/j.jweia.2010.12.005","title":"CFD modeling of pollution dispersion in a street canyon: Comparison between LES and RANS","year":2011,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":325,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Canyon; Computational fluid dynamics; Dispersion (optics); Environmental science; Meteorology; Atmospheric dispersion modeling; Street canyon; Mechanics; Computation; Geology; Air pollution; Physics; Computer science; Geomorphology; Chemistry; Algorithm","score_opus":0.03745034570980236,"score_gpt":0.2115747841123707,"score_spread":0.17412443840256836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036865251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94740254,0.00043710455,0.035275042,0.0004660799,0.00010422817,0.00006945531,0.0005254798,0.0008197911,0.014900347],"genre_scores_gemma":[0.9901286,0.00016749316,0.0067623677,0.00003437059,0.000021506063,0.000022653036,0.00021011253,0.00006796213,0.0025849545],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998299,0.00004851525,0.0000137061925,0.000025573445,0.00004569241,0.000036601472],"domain_scores_gemma":[0.99926776,0.00039704377,0.00005595817,0.000064560525,0.00015794634,0.00005667143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042638934,0.0005186368,0.001190643,0.00051107956,0.00073932245,0.0011437039,0.0007638001,0.001709215,0.001910225],"category_scores_gemma":[0.0012946571,0.00045433888,0.000655482,0.0007078123,0.0006291128,0.0008988288,0.00052646105,0.0007205352,0.00031645712],"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":[0.0001090608,0.00006605826,0.0037399665,0.000033074062,0.000020774676,0.0001308948,0.000060785354,0.9878642,0.0015306313,0.0006348312,0.0003483734,0.005461383],"study_design_scores_gemma":[0.00001005195,0.000012591281,0.00045198982,0.0000027849549,0.000002906855,0.000007782331,0.000019953359,0.99895537,0.00036948427,0.000060454113,0.00010264827,0.0000038771836],"about_ca_topic_score_codex":0.053312443,"about_ca_topic_score_gemma":0.028863762,"teacher_disagreement_score":0.053312443,"about_ca_system_score_codex":0.00069292623,"about_ca_system_score_gemma":0.0012627497,"threshold_uncertainty_score":0.1060043},"labels":[],"label_agreement":null},{"id":"W2038457826","doi":"10.1023/b:boun.0000030654.15263.35","title":"Numerical Modelling of the Turbulent Flow Developing Within and Over a 3-D Building Array, Part I: A High-Resolution Reynolds-Averaged Navier—Stokes Approach","year":2004,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":130,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Turbulence kinetic energy; Mechanics; K-epsilon turbulence model; K-omega turbulence model; Turbulence modeling; Reynolds stress equation model; Physics; Mean flow; Flow (mathematics); Reynolds number; Reynolds stress; Wind tunnel; Computational fluid dynamics","score_opus":0.02379594186965667,"score_gpt":0.2247628298233671,"score_spread":0.20096688795371043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038457826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5656276,0.0006154751,0.42394927,0.00020307608,0.00008011237,0.000079568876,0.00033465738,0.00070737797,0.0084029175],"genre_scores_gemma":[0.9665155,0.00025406896,0.031144919,0.000027620441,0.000028522169,0.000068652895,0.00018335256,0.000072442235,0.0017050324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986815,0.000036514313,0.000011309104,0.000025570156,0.000032667165,0.000025779014],"domain_scores_gemma":[0.999764,0.000102580794,0.000036687823,0.000024277424,0.00004146916,0.000030959778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023468048,0.0005375681,0.00067679613,0.00032270467,0.0005801437,0.00096979766,0.0009434538,0.0010894596,0.00072849536],"category_scores_gemma":[0.0007291197,0.0005409048,0.0007591405,0.00044342745,0.00069071294,0.00053355197,0.00051657995,0.0005546739,0.0002133777],"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":[0.0000100118,0.000013560171,0.00060738483,0.0000091866605,0.000007749096,0.000023730734,0.00002328333,0.9940766,0.0027611575,0.00038300361,0.00006261238,0.0020216615],"study_design_scores_gemma":[0.0000023389218,0.0000046657183,0.00042995837,0.0000011457423,0.000001784604,0.0000047087115,0.0000055801092,0.99912673,0.00026481427,0.0000919976,0.000062625964,0.00000362607],"about_ca_topic_score_codex":0.022794,"about_ca_topic_score_gemma":0.011647477,"teacher_disagreement_score":0.022794,"about_ca_system_score_codex":0.0006368318,"about_ca_system_score_gemma":0.0008412099,"threshold_uncertainty_score":0.045322657},"labels":[],"label_agreement":null},{"id":"W2040009180","doi":"10.5359/jawe.2006.215","title":"MB2 Urban Environment 1","year":2006,"lang":"en","type":"article","venue":"Wind Engineers JAWE","topic":"Wind and Air Flow Studies","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":"Defence Research and Development Canada; Waterloo CFD Engineering Consulting; University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.0033586563545376703,"score_gpt":0.15385959104464755,"score_spread":0.1505009346901099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040009180","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":[0.13833652,0.00031391255,0.046291027,0.0012704454,0.0002962847,0.00035705577,0.0408169,0.006127203,0.7661906],"genre_scores_gemma":[0.59870803,0.00064845034,0.028346345,0.00020584442,0.000054068536,0.00035331704,0.029265868,0.00061505625,0.34180292],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999231,0.000011473967,0.0000022182373,0.000016669657,0.000028778943,0.00001769234],"domain_scores_gemma":[0.99994266,0.0000049309797,0.0000048783822,0.000010104108,0.000023745708,0.00001366094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000773315,0.0002986202,0.00020689992,0.0003085204,0.0006571847,0.0011708334,0.00039361892,0.0003457242,0.05027808],"category_scores_gemma":[0.00017349253,0.00009106088,0.00018233409,0.0006493048,0.00015050941,0.00045985988,0.0008382721,0.00024187649,0.010592469],"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":[0.00046907103,0.0003058437,0.038523637,0.0003792807,0.000048229507,0.000937969,0.0005677038,0.21291691,0.010953907,0.11466789,0.25281867,0.36741087],"study_design_scores_gemma":[0.00005104792,0.000075227894,0.017718052,0.00005737447,0.000020605818,0.00011153964,0.0004906081,0.13474654,0.0037230423,0.0050984016,0.8378637,0.000043946293],"about_ca_topic_score_codex":0.038539875,"about_ca_topic_score_gemma":0.07081527,"teacher_disagreement_score":0.05027808,"about_ca_system_score_codex":0.00085183745,"about_ca_system_score_gemma":0.0010432961,"threshold_uncertainty_score":0.16819692},"labels":[],"label_agreement":null},{"id":"W2040549306","doi":"10.1061/(asce)0733-9445(2006)132:7(1150)","title":"Peak Wind Load Comparison: Theoretical Estimates and ASCE 7","year":2006,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrain; Roof; Sample (material); Wind speed; Wind tunnel; Standard deviation; Probability distribution; Statistics; Computer science; Mathematics; Meteorology; Structural engineering; Engineering; Geography; Cartography","score_opus":0.0031208618575020407,"score_gpt":0.19863951838042174,"score_spread":0.1955186565229197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040549306","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":[0.44250977,0.00018507139,0.53575176,0.0001687269,0.000037018384,0.00022237825,0.001960185,0.0024018844,0.016763251],"genre_scores_gemma":[0.90819335,0.000089829744,0.08717696,0.000025896883,0.000041016912,0.00016461949,0.0022418683,0.00022033649,0.0018460675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980254,0.00024503222,0.00007669469,0.00022348491,0.0013317368,0.000097517186],"domain_scores_gemma":[0.9965616,0.0012362788,0.0004167963,0.00057177193,0.0011546052,0.00005903496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024505204,0.0004919678,0.00043281238,0.0032069327,0.0005240556,0.0012532049,0.0010482995,0.0004266542,0.0027121415],"category_scores_gemma":[0.010938179,0.0004898686,0.00046028636,0.0017583895,0.00056795706,0.0012207569,0.0008667152,0.00070502347,0.0011006199],"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":[0.00080468896,0.00031598634,0.11790375,0.0002452713,0.00015348461,0.000467574,0.0007125655,0.5160794,0.017257128,0.03591604,0.007857572,0.30228657],"study_design_scores_gemma":[0.000033712924,0.0001439522,0.08082873,0.000025149215,0.000016698437,0.00029256838,0.00012343723,0.89861715,0.010247741,0.006413863,0.003211051,0.0000460202],"about_ca_topic_score_codex":0.0059722173,"about_ca_topic_score_gemma":0.0047509703,"teacher_disagreement_score":0.0059722173,"about_ca_system_score_codex":0.0011054293,"about_ca_system_score_gemma":0.0007070474,"threshold_uncertainty_score":0.012959778},"labels":[],"label_agreement":null},{"id":"W2040599896","doi":"10.1007/s10546-009-9394-2","title":"Parameterization of Sheared Convective Entrainment in the First-Order Jump Model: Evaluation Through Large-Eddy Simulation","year":2009,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Entrainment (biomusicology); Convective Boundary Layer; Turbulence; Jump; Mechanics; Large eddy simulation; Convection; Statistical physics; Meteorology; Planetary boundary layer; Stratification (seeds); Physics; Environmental science","score_opus":0.029302165323225673,"score_gpt":0.30172065568088585,"score_spread":0.2724184903576602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040599896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678881,0.000111243324,0.029342402,0.00017030514,0.000035216686,0.00006681042,0.00017871824,0.00032047505,0.0018867671],"genre_scores_gemma":[0.99707174,0.000019336487,0.0025394463,0.000010466549,0.000005806653,0.000020531004,0.00006794575,0.000041274114,0.0002232903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999845,0.00005251485,0.000012434652,0.00002390026,0.000031146825,0.000035015142],"domain_scores_gemma":[0.99825495,0.001086548,0.00016504336,0.00015243997,0.00021619812,0.00012482124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112371,0.0007660653,0.00084058574,0.00055015157,0.00065398036,0.0011572201,0.0012302247,0.0013030618,0.0010108603],"category_scores_gemma":[0.003900825,0.0004259406,0.0005076213,0.0002681577,0.0006196585,0.0011378282,0.00062631833,0.0009576912,0.00011463314],"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":[0.00009308089,0.00010656399,0.0022398965,0.000021353811,0.00001851363,0.00002894463,0.000014964083,0.9933616,0.002036309,0.00046745862,0.00007089815,0.0015403666],"study_design_scores_gemma":[0.000010249536,0.000009596535,0.00021967707,7.5434303e-7,0.0000023597122,0.0000014685498,0.0000021546962,0.9994025,0.00030297483,0.00003639314,0.000009678095,0.0000021902938],"about_ca_topic_score_codex":0.020542674,"about_ca_topic_score_gemma":0.010500059,"teacher_disagreement_score":0.020542674,"about_ca_system_score_codex":0.0010638245,"about_ca_system_score_gemma":0.0010814237,"threshold_uncertainty_score":0.04084623},"labels":[],"label_agreement":null},{"id":"W2041144638","doi":"10.1016/j.atmosenv.2011.07.040","title":"Validation of modeled carbon-dioxide emissions from an urban neighborhood with direct eddy-covariance measurements","year":2011,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":211,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McGill University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; BC Hydro; Centre National de la Recherche Scientifique; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Eddy covariance; Environmental science; Atmospheric sciences; Carbon dioxide; Greenhouse gas; Flux (metallurgy); Meteorology; Wind speed; Ecosystem; Geography","score_opus":0.020441943758405513,"score_gpt":0.19670907381838967,"score_spread":0.17626713005998415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041144638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970812,0.000018541936,0.001999561,0.000014706286,0.000011070407,0.000012586873,0.00030554386,0.00009525789,0.0004615372],"genre_scores_gemma":[0.99770397,0.000016183407,0.0013146858,0.00000569667,0.000002639977,0.000016402539,0.0007903243,0.000012942084,0.00013707363],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9994924,0.00013090327,0.0000332016,0.00018814616,0.00010082001,0.000054472617],"domain_scores_gemma":[0.999057,0.00041288338,0.00005972933,0.00017851059,0.00024246157,0.000049365008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097496255,0.0010055342,0.0006885395,0.00032603362,0.00063737406,0.00074636424,0.0011018136,0.0010197855,0.00041295655],"category_scores_gemma":[0.001407957,0.0004653674,0.0008352236,0.00046011526,0.00045720892,0.0008392508,0.00046022978,0.00046313723,0.00026373647],"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":[0.0011301255,0.0015807138,0.16109431,0.00010712718,0.00053007866,0.00020606027,0.00019436561,0.7852385,0.030629056,0.00036384186,0.0006128742,0.01831294],"study_design_scores_gemma":[0.00017912673,0.00030223932,0.06686045,0.000009112044,0.00008299471,0.000036428402,0.00007872603,0.9142411,0.017792532,0.0001096473,0.00027581447,0.000031794545],"about_ca_topic_score_codex":0.058281723,"about_ca_topic_score_gemma":0.052936535,"teacher_disagreement_score":0.058281723,"about_ca_system_score_codex":0.00086868054,"about_ca_system_score_gemma":0.0011890925,"threshold_uncertainty_score":0.11588496},"labels":[],"label_agreement":null},{"id":"W2041516328","doi":"10.1016/j.jweia.2012.02.019","title":"Assessment of near-field pollutant dispersion: Effect of upstream buildings","year":2012,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Concordia University","funders":"","keywords":"Upstream (networking); Computational fluid dynamics; Wake; Wind tunnel; Dilution; Roof; Environmental science; Turbulence; Dispersion (optics); Reynolds-averaged Navier–Stokes equations; Marine engineering; Meteorology; Mechanics; Engineering; Structural engineering; Geography; Physics","score_opus":0.006449691882826683,"score_gpt":0.21695226639341253,"score_spread":0.21050257451058585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041516328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980762,0.000044836088,0.001183482,0.000005979239,0.000002453332,0.000013535601,0.00004145814,0.000012133697,0.00061982975],"genre_scores_gemma":[0.9981511,0.000048201182,0.0011785665,0.0000027570686,0.0000016229964,0.0000056031436,0.000064228385,0.0000033612373,0.00054439844],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99966586,0.00009794902,0.0000150944215,0.000059671587,0.00013047502,0.000030955205],"domain_scores_gemma":[0.9994925,0.00022682386,0.00004044461,0.00004522507,0.0001507468,0.00004432675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004229189,0.00032041586,0.0003524719,0.00039538802,0.000388594,0.0005223159,0.0003464504,0.00050032896,0.00060984003],"category_scores_gemma":[0.0005981674,0.00018833806,0.00035984776,0.00036081806,0.00024193947,0.00044367585,0.00033640236,0.00025401276,0.00013491839],"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":[0.0057522287,0.002406916,0.2598037,0.00039794357,0.00023742836,0.00052295777,0.00036193422,0.15537436,0.49796662,0.00066555996,0.000287853,0.076222554],"study_design_scores_gemma":[0.000115182214,0.0070268675,0.52005106,0.000034603174,0.0004223223,0.00027133987,0.00079184456,0.21466646,0.25513676,0.00038916693,0.0010225836,0.00007182769],"about_ca_topic_score_codex":0.009087777,"about_ca_topic_score_gemma":0.015443,"teacher_disagreement_score":0.009087777,"about_ca_system_score_codex":0.00037681204,"about_ca_system_score_gemma":0.00037790134,"threshold_uncertainty_score":0.018069744},"labels":[],"label_agreement":null},{"id":"W2041803047","doi":"10.1520/jte100983","title":"Development of a New Test Method for Air Intrusion Quantification of Roofing Assemblies","year":2008,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","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":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Roof; Intrusion; Suction; Structural engineering; Engineering; Marine engineering; Environmental science; Mechanical engineering; Geology","score_opus":0.14442152563963706,"score_gpt":0.3564798221789839,"score_spread":0.21205829653934682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041803047","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":[0.12717924,0.000751274,0.8664675,0.000074629206,0.00027071283,0.0008129363,0.0004649222,0.0020518408,0.0019269976],"genre_scores_gemma":[0.43592468,0.00056519074,0.5587151,0.00014111873,0.00006803404,0.0011441909,0.0006050683,0.00014753234,0.002689081],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953117,0.00076877646,0.0003628691,0.00047196317,0.0029540323,0.00013078732],"domain_scores_gemma":[0.9935268,0.0018411296,0.00054866995,0.0005708497,0.0033398364,0.0001726259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031799206,0.00085199816,0.0007944022,0.002434618,0.00042364924,0.0007220832,0.0015898129,0.0010657862,0.0014612811],"category_scores_gemma":[0.004284687,0.00044815152,0.00044276557,0.0007099792,0.00060559326,0.0010639876,0.0009572018,0.000718359,0.00063811865],"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":[0.0002017463,0.0002776603,0.0105532445,0.0003433254,0.000052085714,0.0000956223,0.00012632199,0.0019576885,0.88334703,0.0004269141,0.0004408976,0.10217743],"study_design_scores_gemma":[0.000076918666,0.0017803399,0.016597085,0.000056533794,0.00009075741,0.00055575697,0.00011546606,0.049110416,0.92598754,0.00024713232,0.0053018564,0.000080189515],"about_ca_topic_score_codex":0.0010651337,"about_ca_topic_score_gemma":0.0019182047,"teacher_disagreement_score":0.0031799206,"about_ca_system_score_codex":0.00039185703,"about_ca_system_score_gemma":0.000683013,"threshold_uncertainty_score":0.016817212},"labels":[],"label_agreement":null},{"id":"W2042166835","doi":"10.1016/j.jweia.2013.05.012","title":"Performance of the generalized least-squares method for the Gumbel distribution and its application to annual maximum wind speeds","year":2013,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Gumbel distribution; Mathematics; Estimator; Statistics; Wind speed; Maximum likelihood; Generalized extreme value distribution; Method of moments (probability theory); Return period; Sample size determination; Mean squared error; Extreme value theory; Meteorology; Geography","score_opus":0.010281995763280139,"score_gpt":0.21524360427750872,"score_spread":0.20496160851422857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042166835","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":[0.08447176,0.00042436467,0.91192424,0.0002503539,0.00008607755,0.000028303215,0.00010903919,0.0012669853,0.0014388569],"genre_scores_gemma":[0.5597176,0.00039433187,0.43652636,0.000087754954,0.00006853199,0.00009979014,0.0004326199,0.00051255943,0.0021604185],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842525,0.0010352391,0.000049138318,0.00018886541,0.00023271065,0.00006880823],"domain_scores_gemma":[0.98581356,0.011979159,0.00035609142,0.0005811969,0.0011464768,0.00012350458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049770367,0.0008806759,0.0008122718,0.0008168202,0.00057735166,0.0010161003,0.0009238705,0.0016525398,0.0018295323],"category_scores_gemma":[0.022695536,0.00040829062,0.00068719627,0.00091404305,0.0006516659,0.0011481866,0.00080522423,0.0009830629,0.00067457417],"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":[0.00040273683,0.000089955334,0.004342031,0.00020158658,0.00013167525,0.00008555542,0.00025523454,0.8393161,0.006261951,0.008669847,0.001506028,0.13873716],"study_design_scores_gemma":[0.000008384264,0.00003240847,0.0009816858,0.000007905629,0.0000059080526,0.000027000387,0.000023523044,0.9962418,0.0009499665,0.0014168181,0.00028486794,0.000019711188],"about_ca_topic_score_codex":0.0067627267,"about_ca_topic_score_gemma":0.004374411,"teacher_disagreement_score":0.0067627267,"about_ca_system_score_codex":0.00039595435,"about_ca_system_score_gemma":0.0014074296,"threshold_uncertainty_score":0.026321352},"labels":[],"label_agreement":null},{"id":"W2042233730","doi":"10.1115/imece2010-38175","title":"A Numerical Study of the Effect of Blind Opening on Laminar-to-Turbulent Transition in the Flow Over a Simple Recessed Window-Plane Blind System","year":2010,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Queen's University","funders":"","keywords":"Mechanics; Laminar flow; Turbulence; Prandtl number; Buoyancy; Heat transfer; Turbulent Prandtl number; Rayleigh number; Physics; Thermodynamics; Materials science; Natural convection; Nusselt number; Reynolds number","score_opus":0.008458771464640765,"score_gpt":0.242694060263817,"score_spread":0.23423528879917624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042233730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99483925,0.00010355675,0.003311142,0.00004505352,0.000016771906,0.000013163592,0.000063747466,0.00005041084,0.0015569975],"genre_scores_gemma":[0.9975272,0.00004475522,0.0019522866,0.0000049628525,0.0000023927394,0.000006628313,0.000030469657,0.0000058926066,0.00042550475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999049,0.00001567918,0.0000071092863,0.000016766975,0.000019414212,0.00003613308],"domain_scores_gemma":[0.99939966,0.00034359648,0.00008599101,0.000034155637,0.000054126427,0.00008252916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002823292,0.00028657963,0.00065345364,0.00031563125,0.00054816355,0.00066932436,0.0003512681,0.0007289533,0.0010796357],"category_scores_gemma":[0.00093087024,0.00015636238,0.00045955356,0.00034214155,0.0006886786,0.0003524146,0.00037536433,0.0004126474,0.00007516437],"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":[0.0007496687,0.00022154163,0.008794574,0.00017760097,0.000035290963,0.0007863942,0.00024279991,0.91256183,0.06835691,0.0019021977,0.00028195707,0.0058892895],"study_design_scores_gemma":[0.000028797176,0.00027497503,0.003617429,0.000010519118,0.000016832924,0.00004538436,0.000092876806,0.9888875,0.0066816835,0.00015133907,0.00017496121,0.000017785642],"about_ca_topic_score_codex":0.007647904,"about_ca_topic_score_gemma":0.0035332092,"teacher_disagreement_score":0.007647904,"about_ca_system_score_codex":0.0004469129,"about_ca_system_score_gemma":0.00047716382,"threshold_uncertainty_score":0.015206754},"labels":[],"label_agreement":null},{"id":"W2042926483","doi":"10.1016/j.buildenv.2009.01.011","title":"Convective heat transfer prediction in large rectangular cross-sectional area Earth-to-Air Heat Exchangers","year":2009,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Nusselt number; Duct (anatomy); Airflow; Heat exchanger; Computational fluid dynamics; Latin hypercube sampling; Turbulence; Convective heat transfer; Heat transfer; CFD in buildings; Meteorology; Environmental science; Mechanics; Simulation; Engineering; Mechanical engineering; Mathematics; Geography; Physics","score_opus":0.010564935860532195,"score_gpt":0.2198418290827123,"score_spread":0.2092768932221801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042926483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98930615,0.000059501945,0.009953081,0.000020902133,0.000008557529,0.000008480025,0.000029090423,0.00006337611,0.000550701],"genre_scores_gemma":[0.9986914,0.000021061402,0.0009491385,0.0000020496132,0.0000023846276,0.0000061222536,0.00002042081,0.000006129784,0.00030133367],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989915,0.000025240857,0.000005490593,0.000029125704,0.00001404355,0.000026901753],"domain_scores_gemma":[0.99919933,0.0005759516,0.000050141218,0.000045183704,0.00007844913,0.000050955798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049449224,0.00050598464,0.00075187394,0.0003257009,0.0005483321,0.0005479669,0.0005700179,0.00059493457,0.0007888772],"category_scores_gemma":[0.0008062872,0.00042095946,0.00052151794,0.00034859692,0.00078354403,0.0006055962,0.00036453462,0.00044244638,0.000121053665],"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":[0.00017909755,0.000098078046,0.0047173323,0.000025940059,0.000016548667,0.00006107217,0.000051987718,0.97887814,0.012273361,0.0003162036,0.00009227112,0.0032897978],"study_design_scores_gemma":[0.0000095151545,0.000052273,0.0019997198,8.557745e-7,0.0000045447864,0.000004475692,0.000015501904,0.9952062,0.0026439205,0.000036227964,0.000023413026,0.0000033412643],"about_ca_topic_score_codex":0.013279942,"about_ca_topic_score_gemma":0.0073455586,"teacher_disagreement_score":0.013279942,"about_ca_system_score_codex":0.0005639048,"about_ca_system_score_gemma":0.0005501696,"threshold_uncertainty_score":0.026405275},"labels":[],"label_agreement":null},{"id":"W2043463441","doi":"10.1007/s10652-009-9131-x","title":"Turbulence characteristics within sparse and dense canopies","year":2009,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Canopy; Boundary layer; Turbulence; Mixing (physics); Mechanics; Skewness; Flow (mathematics); Reynolds number; Shear velocity; Planetary boundary layer; Scale (ratio); Physics; Atmospheric sciences; Mathematics; Geography","score_opus":0.006305461112766037,"score_gpt":0.18188057171523236,"score_spread":0.17557511060246633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043463441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99932015,0.000016237485,0.00011637774,0.000002224172,8.2284555e-7,0.0000021344354,0.00003285538,0.0000037057036,0.0005054758],"genre_scores_gemma":[0.9997085,0.000012044709,0.000044739405,0.0000010454295,7.310709e-7,0.0000019370539,0.00004930707,0.000002256072,0.00017946711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99988294,0.0000051523352,0.000003885546,0.000028304892,0.000019045225,0.000060630628],"domain_scores_gemma":[0.9996947,0.00009392891,0.000031468422,0.00001854367,0.00006701295,0.000094468814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009654652,0.00021391896,0.00042947737,0.001245524,0.0009089728,0.00095959,0.0002463303,0.00027309943,0.0013487469],"category_scores_gemma":[0.00065118785,0.0002186799,0.0002355878,0.001073703,0.0007644661,0.00062075944,0.0005575545,0.0002773614,0.00012561714],"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":[0.004482642,0.0008488892,0.661614,0.00016814002,0.00025444233,0.0016076773,0.004014062,0.09736976,0.19078572,0.0033360424,0.0009660255,0.03455259],"study_design_scores_gemma":[0.000033506356,0.00019959544,0.9443701,0.000008191454,0.000048066733,0.00010632539,0.001894096,0.048597217,0.004033298,0.00034661376,0.00032487573,0.000038138634],"about_ca_topic_score_codex":0.046525642,"about_ca_topic_score_gemma":0.053115804,"teacher_disagreement_score":0.046525642,"about_ca_system_score_codex":0.0005032221,"about_ca_system_score_gemma":0.00039750704,"threshold_uncertainty_score":0.09250969},"labels":[],"label_agreement":null},{"id":"W2043641012","doi":"10.1002/we.390","title":"Turbulence modeling of atmospheric boundary layer flow over complex terrain: a comparison of models at wind tunnel and full scale","year":2010,"lang":"en","type":"article","venue":"Wind Energy","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Turbulence; Planetary boundary layer; Terrain; Turbulence kinetic energy; Wind tunnel; Boundary layer; Mechanics; Meteorology; Flow (mathematics); Scale (ratio); Closure (psychology); K-epsilon turbulence model; Environmental science; Physics; Geography","score_opus":0.019304258390619836,"score_gpt":0.23182074579265186,"score_spread":0.21251648740203202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043641012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521609,0.00022803016,0.045298643,0.00009744413,0.000035217417,0.00006620279,0.000108115186,0.00040811897,0.0015973985],"genre_scores_gemma":[0.9892324,0.00012341887,0.009952092,0.000015376529,0.000008451766,0.00003518481,0.000099855235,0.0000396323,0.00049348176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976915,0.00008559212,0.000026709835,0.000028089891,0.000057324694,0.000033192173],"domain_scores_gemma":[0.9991691,0.00034123685,0.00011145907,0.0001027386,0.00018601517,0.000089446105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011792779,0.00050530676,0.0006714256,0.00042749266,0.0004365524,0.000977722,0.0010454551,0.00069707347,0.0006280946],"category_scores_gemma":[0.0017487063,0.00030753718,0.0005957686,0.0003787713,0.0005377516,0.0009446852,0.0006127137,0.0004962488,0.00012920964],"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":[0.00017724004,0.00014762864,0.0049470533,0.00004839548,0.000030739488,0.000047633086,0.00007306691,0.982326,0.004460935,0.00080860767,0.000096526535,0.0068361782],"study_design_scores_gemma":[0.000026255735,0.000054198386,0.00058534427,0.0000039652064,0.0000036755393,0.0000073194974,0.000010209413,0.99846244,0.0006958746,0.00008085485,0.000063949,0.0000058573623],"about_ca_topic_score_codex":0.018246375,"about_ca_topic_score_gemma":0.008040547,"teacher_disagreement_score":0.018246375,"about_ca_system_score_codex":0.00058656605,"about_ca_system_score_gemma":0.0008530566,"threshold_uncertainty_score":0.036280334},"labels":[],"label_agreement":null},{"id":"W2044469159","doi":"10.1016/j.jweia.2003.10.005","title":"Simulation of mean flow and turbulence over a 2D building array using high-resolution CFD and a distributed drag force approach","year":2003,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Turbulence; Turbulence modeling; Turbulence kinetic energy; Mechanics; K-omega turbulence model; K-epsilon turbulence model; Computational fluid dynamics; Reynolds stress equation model; Boundary layer; Reynolds-averaged Navier–Stokes equations; Physics; Reynolds number; Wind tunnel; Large eddy simulation; Drag; Classical mechanics","score_opus":0.01412888596626858,"score_gpt":0.20596240560972723,"score_spread":0.19183351964345866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044469159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576336,0.00011925956,0.035800133,0.00022425686,0.00006315088,0.00004166136,0.00021815796,0.0004348821,0.005464909],"genre_scores_gemma":[0.99340785,0.00003276823,0.0057957117,0.000019624624,0.000010554009,0.000021434114,0.00008145638,0.00002503148,0.00060562324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998165,0.000046167614,0.000009445208,0.000026787759,0.00004393835,0.000057236775],"domain_scores_gemma":[0.9991003,0.0005113893,0.000072906434,0.0000624613,0.000105856,0.00014701809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035937742,0.0005699818,0.00094358996,0.00057457475,0.0008634474,0.0009936814,0.0008488937,0.0017769854,0.00144771],"category_scores_gemma":[0.0013700402,0.0006667535,0.00077694346,0.00058532035,0.00093222735,0.00076652394,0.0008302294,0.0008546977,0.00014398844],"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":[0.000035975936,0.000033419987,0.0010459665,0.0000062751014,0.000009370923,0.000048313548,0.00002116264,0.9970072,0.00073476875,0.00023114703,0.00005675381,0.0007696078],"study_design_scores_gemma":[0.000008130782,0.0000118037005,0.0003247517,6.8348567e-7,0.0000019475021,0.000003930646,0.000009878204,0.9994204,0.00014839885,0.00004429342,0.000022573598,0.0000032301266],"about_ca_topic_score_codex":0.023048703,"about_ca_topic_score_gemma":0.012748716,"teacher_disagreement_score":0.023048703,"about_ca_system_score_codex":0.00080913847,"about_ca_system_score_gemma":0.0010122702,"threshold_uncertainty_score":0.045829058},"labels":[],"label_agreement":null},{"id":"W2044474992","doi":"10.1016/j.buildenv.2015.01.028","title":"Attic baffle size and vent configuration impacts on attic ventilation","year":2015,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada; British Columbia Institute of Technology","keywords":"Attic; Ceiling (cloud); Baffle; Roof; Flat roof; Airflow; Environmental science; Ventilation (architecture); Eaves; Meteorology; Marine engineering; Engineering; Structural engineering; Mechanical engineering; Geography","score_opus":0.020897888388874023,"score_gpt":0.23422548904274754,"score_spread":0.21332760065387352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044474992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990896,0.000033437675,0.00010652203,0.0000033842136,0.0000014931103,0.000003440046,0.00004665209,0.0000030322328,0.0007123714],"genre_scores_gemma":[0.99934477,0.0000172905,0.00006482339,0.0000036316935,0.0000010245166,0.0000032253852,0.000055075587,0.0000042257866,0.0005059049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99965644,0.000071217044,0.000017057779,0.000086353124,0.00006679327,0.00010218537],"domain_scores_gemma":[0.99909055,0.00056019175,0.00008492466,0.00004362559,0.00013478969,0.00008588647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034811738,0.00035162878,0.0003645671,0.00035143693,0.00044434078,0.0010332075,0.0004953055,0.0006101706,0.0041044],"category_scores_gemma":[0.0008882729,0.00020843804,0.0005372006,0.00033672416,0.0004694029,0.0007382903,0.0005080335,0.00038209895,0.00027747432],"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":[0.013144188,0.0017253718,0.56666183,0.00036896195,0.00047099817,0.0010484419,0.0010870374,0.037836164,0.34032318,0.0011218014,0.00054455164,0.035667494],"study_design_scores_gemma":[0.000036974143,0.0017754242,0.94852346,0.000015450409,0.00024715252,0.00012414058,0.0012686454,0.008397071,0.038767226,0.00016735175,0.00065076264,0.00002630151],"about_ca_topic_score_codex":0.009764151,"about_ca_topic_score_gemma":0.015607498,"teacher_disagreement_score":0.009764151,"about_ca_system_score_codex":0.00045679964,"about_ca_system_score_gemma":0.0003479374,"threshold_uncertainty_score":0.019414663},"labels":[],"label_agreement":null},{"id":"W2044796948","doi":"10.1108/09615530910922125","title":"Evaluation of confined natural and forced convection predictions by different turbulence models","year":2009,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Turbulence; Mechanics; Forced convection; Natural convection; Turbulence kinetic energy; Turbulence modeling; Isothermal process; HVAC; K-epsilon turbulence model; K-omega turbulence model; Statistical physics; Thermodynamics; Convection; Physics; Air conditioning","score_opus":0.03518652831855018,"score_gpt":0.3574378877344487,"score_spread":0.3222513594158985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044796948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95521075,0.00022013223,0.04152152,0.00005582171,0.000030842497,0.000029919156,0.00013446345,0.00031788196,0.002478567],"genre_scores_gemma":[0.9976229,0.000031979485,0.0020672209,0.0000045152765,0.0000023846562,0.000017077504,0.000058548743,0.000014843845,0.00018057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970776,0.000071329865,0.000030907886,0.000043547137,0.00011616015,0.000030301635],"domain_scores_gemma":[0.9986254,0.0006636073,0.00017116533,0.00024032133,0.00024123267,0.000058295973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005457267,0.000418947,0.00037652694,0.0002503242,0.0002184838,0.00049517944,0.00053594296,0.0003658834,0.0005829017],"category_scores_gemma":[0.0027745506,0.00013507015,0.00053284474,0.00021053146,0.00040107762,0.0006505306,0.00046816136,0.00023361269,0.0001076649],"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":[0.0002173094,0.00011135858,0.0074590417,0.00009394402,0.000051654264,0.000100668876,0.00010882981,0.9639821,0.015387929,0.0019309358,0.00015406004,0.010402191],"study_design_scores_gemma":[0.000020586478,0.00014091992,0.0024256362,0.000008697159,0.000012007459,0.000025044748,0.000016634576,0.99195814,0.004884244,0.00035944826,0.00013721916,0.000011406129],"about_ca_topic_score_codex":0.004846886,"about_ca_topic_score_gemma":0.0023705359,"teacher_disagreement_score":0.004846886,"about_ca_system_score_codex":0.00056606444,"about_ca_system_score_gemma":0.00060648134,"threshold_uncertainty_score":0.009637296},"labels":[],"label_agreement":null},{"id":"W2047335153","doi":"10.1016/s1001-6058(07)60008-0","title":"Modeling Spatial and Temporal Variation of a Pollutant in Water Environment Using the Cubic Spline Scheme","year":2006,"lang":"en","type":"article","venue":"Journal of Hydrodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Pollutant; Advection; Spatial variability; Finite difference; Infiltration (HVAC); Total variation diminishing; Environmental science; Spline (mechanical); Applied mathematics; Mechanics; Computer science; Mathematics; Mathematical analysis; Meteorology; Statistics; Physics; Thermodynamics; Chemistry","score_opus":0.007320388742649961,"score_gpt":0.19928814391832014,"score_spread":0.1919677551756702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047335153","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":[0.32302743,0.00029640817,0.67386645,0.0003624572,0.00010518965,0.00003258362,0.00025120043,0.00039217554,0.0016660967],"genre_scores_gemma":[0.9574965,0.00024684842,0.038697142,0.000023919449,0.000036707086,0.000048763945,0.00019862864,0.00005996277,0.0031913929],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996624,0.0001177115,0.000019319825,0.00006665826,0.00006526252,0.000068608155],"domain_scores_gemma":[0.9989924,0.0005768117,0.0001301744,0.00005970138,0.00017937396,0.00006163834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012778941,0.0004346686,0.0007993985,0.000658276,0.00059588224,0.0008780633,0.0016699989,0.0014415996,0.000998468],"category_scores_gemma":[0.0029886302,0.00079443166,0.0011551072,0.0015482546,0.0006495806,0.0012260281,0.00089238764,0.0011334016,0.00012591323],"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":[0.000022651295,0.000013942168,0.001435998,0.000010168625,0.000018374163,0.000021461836,0.000016257725,0.9934412,0.0002853487,0.0020523886,0.00007961645,0.0026025823],"study_design_scores_gemma":[0.0000015848402,0.0000020475036,0.000095538584,3.882588e-7,0.0000013548553,0.0000015346242,0.0000020797631,0.99961025,0.000026698945,0.00022536487,0.000031334068,0.000001880078],"about_ca_topic_score_codex":0.08680475,"about_ca_topic_score_gemma":0.04715189,"teacher_disagreement_score":0.08680475,"about_ca_system_score_codex":0.0010265724,"about_ca_system_score_gemma":0.0021607873,"threshold_uncertainty_score":0.17259896},"labels":[],"label_agreement":null},{"id":"W2048098967","doi":"10.1016/s0009-2509(03)00097-6","title":"Low frequency macroinstabilities in a stirred tank: scale-up and prediction based on large eddy simulations","year":2003,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Strouhal number; Mechanics; Reynolds number; Dimensionless quantity; Impeller; Turbine; Vibration; Rushton turbine; Range (aeronautics); Nacelle; Engineering; Structural engineering; Acoustics; Physics; Turbulence; Mechanical engineering; Aerospace engineering","score_opus":0.00432999296597577,"score_gpt":0.19133533363599256,"score_spread":0.18700534067001678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048098967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96405536,0.00016405247,0.032050647,0.0002643405,0.000031841657,0.00003423495,0.00010851937,0.00036079687,0.0029301727],"genre_scores_gemma":[0.9982363,0.00003383099,0.001351005,0.000008011187,0.000006941056,0.00001071402,0.000023643619,0.00002128349,0.00030824493],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993,0.000015082148,0.0000048785114,0.000017410677,0.000016087832,0.000016452466],"domain_scores_gemma":[0.9991722,0.0004565552,0.000102075595,0.00007503148,0.00008485574,0.0001093037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035100014,0.00049116276,0.0005650683,0.00033539426,0.00064363744,0.0007873012,0.00059748685,0.0008719367,0.00071514177],"category_scores_gemma":[0.0017306168,0.00046712585,0.0004715889,0.00027492712,0.0008797131,0.0008744727,0.00046661962,0.00072675064,0.00010849952],"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":[0.000100939855,0.00007822405,0.003356504,0.000018154997,0.000015316116,0.000101205405,0.000029771621,0.9852218,0.0074512367,0.0010232796,0.00017007395,0.0024335417],"study_design_scores_gemma":[0.000005151282,0.0000071942877,0.0006747396,4.440058e-7,0.0000017683857,0.0000017765366,0.0000023426835,0.9988029,0.0003529544,0.00013460741,0.000013156406,0.0000028323611],"about_ca_topic_score_codex":0.014166777,"about_ca_topic_score_gemma":0.007054637,"teacher_disagreement_score":0.014166777,"about_ca_system_score_codex":0.0009398508,"about_ca_system_score_gemma":0.0005991543,"threshold_uncertainty_score":0.028168619},"labels":[],"label_agreement":null},{"id":"W2048296270","doi":"10.1088/1742-6596/318/7/072008","title":"Scaling Of Turbulence In The Atmospheric Surface-Layer: Which Anisotropy?","year":2011,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Multifractal system; Turbulence; Anisotropy; Boundary layer; Buoyancy; Scaling; Planetary boundary layer; Geology; Physics; Atmospheric sciences; Meteorology; Mechanics; Statistical physics; Geometry; Fractal; Mathematics; Optics","score_opus":0.03144736689463267,"score_gpt":0.22483907695862973,"score_spread":0.19339171006399705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048296270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563663,0.004602834,0.029181266,0.0019520429,0.00016132838,0.000021887941,0.00013872856,0.000139702,0.0074360366],"genre_scores_gemma":[0.9971608,0.0009029966,0.0016338397,0.000032020325,0.00006981554,0.000004560275,0.000016918384,0.000018099494,0.0001610815],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99983096,0.00004012264,0.000013916553,0.000042197844,0.000038152073,0.00003454927],"domain_scores_gemma":[0.9992132,0.00021119435,0.00024853068,0.00015277529,0.000093715935,0.000080595266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435826,0.00024844863,0.00027499947,0.0006225224,0.00031796316,0.0012501106,0.00022160987,0.0003289469,0.00061967765],"category_scores_gemma":[0.002455295,0.00021587306,0.0002682211,0.00040931551,0.001111539,0.0020263523,0.00036727902,0.00054375804,0.00015186482],"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":[0.00050543546,0.00024030413,0.2342442,0.0008322087,0.00030946263,0.002114512,0.0040069157,0.06534869,0.25099406,0.21285024,0.0047067497,0.22384717],"study_design_scores_gemma":[0.00006044462,0.0002622519,0.42005676,0.00033873477,0.00013726931,0.001367438,0.0028873624,0.26248965,0.016189853,0.28551057,0.010386352,0.00031335882],"about_ca_topic_score_codex":0.0013204393,"about_ca_topic_score_gemma":0.0011170433,"teacher_disagreement_score":0.0013204393,"about_ca_system_score_codex":0.00023509123,"about_ca_system_score_gemma":0.00017246958,"threshold_uncertainty_score":0.0026254654},"labels":[],"label_agreement":null},{"id":"W2049006994","doi":"10.1016/j.jhazmat.2004.10.008","title":"Revised estimates for continuous shoreline fumigation: a PDF approach","year":2004,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Convective Boundary Layer; Dispersion (optics); Probability density function; Boundary layer; Turbulent diffusion; Turbulence; Mechanics; Diffusion; Meteorology; Gaussian; Physics; Planetary boundary layer; Mathematics; Thermodynamics; Optics; Statistics","score_opus":0.011947465468256221,"score_gpt":0.2369061770740111,"score_spread":0.22495871160575487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049006994","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":[0.041010883,0.00630735,0.8735187,0.0010232276,0.00095424155,0.0003998064,0.028806206,0.0026804768,0.045299087],"genre_scores_gemma":[0.5162031,0.007908235,0.3952982,0.0006483463,0.0005801732,0.0008099963,0.022991946,0.001339683,0.05422026],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978155,0.00045193973,0.00017158735,0.00034144067,0.0011131397,0.00010634794],"domain_scores_gemma":[0.9888887,0.0049665007,0.0007251126,0.0010684233,0.00428064,0.00007065219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034918066,0.0013656268,0.0008309445,0.004105521,0.00034716638,0.0025188376,0.0018117703,0.0011692725,0.011943293],"category_scores_gemma":[0.017000938,0.00077611284,0.0020454747,0.0022982212,0.00030249284,0.0033799647,0.0008687969,0.0012549459,0.00328428],"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":[0.0005080683,0.00018816824,0.016580166,0.0014076582,0.0007370233,0.00047026473,0.0001991872,0.4103401,0.004893194,0.029510355,0.063454844,0.47171092],"study_design_scores_gemma":[0.00016541065,0.00095853885,0.078909844,0.0010172637,0.0016355552,0.0014902008,0.00045774638,0.65769094,0.026110431,0.053108267,0.17809923,0.00035656945],"about_ca_topic_score_codex":0.025843538,"about_ca_topic_score_gemma":0.017122345,"teacher_disagreement_score":0.025843538,"about_ca_system_score_codex":0.0015891893,"about_ca_system_score_gemma":0.0010817688,"threshold_uncertainty_score":0.051386237},"labels":[],"label_agreement":null},{"id":"W2049602366","doi":"10.1061/(asce)st.1943-541x.0000974","title":"Design Wind Loads Including Torsion for Rectangular Buildings with Horizontal Aspect Ratio of 1.6","year":2013,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Torsion (gastropod); Wind tunnel; Structural engineering; Wind engineering; Wind shear; Wind speed; Geology; Mechanics; Engineering; Physics; Meteorology","score_opus":0.008839888146850935,"score_gpt":0.200181107878529,"score_spread":0.19134121973167806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049602366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84198314,0.00019266437,0.1475681,0.000035238263,0.00004152747,0.00021471588,0.00041184522,0.0005490387,0.009003732],"genre_scores_gemma":[0.9732431,0.00009922699,0.02398702,0.000007787395,0.000007644271,0.00008570633,0.00028434393,0.00008021,0.0022049875],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998895,0.000024099721,0.00000660061,0.000016443973,0.000041316925,0.000021994461],"domain_scores_gemma":[0.9998944,0.00002529339,0.000017748629,0.000017154774,0.000030253754,0.000015081883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020800722,0.0006838574,0.00024080375,0.00047753804,0.00015675933,0.00027764053,0.00036660914,0.00020291189,0.004137452],"category_scores_gemma":[0.00030332716,0.00019614636,0.0002839957,0.00021097135,0.00017954662,0.00023182387,0.00026866156,0.00013734298,0.0009997264],"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":[0.0011396976,0.00031206995,0.020736393,0.00060977146,0.00005944604,0.00047693885,0.00024707278,0.31566495,0.44891196,0.0045211096,0.0015009787,0.20581959],"study_design_scores_gemma":[0.00026381065,0.0041267383,0.09199568,0.00010077587,0.00022187072,0.0007625088,0.00047316353,0.63629395,0.24336465,0.0047401423,0.017544413,0.00011239735],"about_ca_topic_score_codex":0.00047431575,"about_ca_topic_score_gemma":0.0015761333,"teacher_disagreement_score":0.004137452,"about_ca_system_score_codex":0.00013548874,"about_ca_system_score_gemma":0.00020474473,"threshold_uncertainty_score":0.013841152},"labels":[],"label_agreement":null},{"id":"W2050432974","doi":"10.1115/1.2035704","title":"k ‐ ϵ Model for the Atmospheric Boundary Layer Under Various Thermal Stratifications","year":2005,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Natural Resources Limited","keywords":"Buoyancy; Turbulence; Boundary layer; Mechanics; Planetary boundary layer; Closure (psychology); Meteorology; Statistical physics; Mathematics; Physics","score_opus":0.012696055946299986,"score_gpt":0.20476700528290281,"score_spread":0.19207094933660282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050432974","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":[0.062399838,0.0005743916,0.9123477,0.00033643458,0.00031181236,0.0001221261,0.00049659825,0.0013112919,0.022099815],"genre_scores_gemma":[0.8246998,0.0006961696,0.15167966,0.00016633466,0.00011125013,0.00032764,0.0007623324,0.00023363558,0.021323146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998416,0.00001918665,0.000013824159,0.000028968683,0.00006820368,0.000028268223],"domain_scores_gemma":[0.999858,0.000026435595,0.000027494938,0.00002008151,0.00005390897,0.000014089104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018642865,0.0004922283,0.00055231544,0.00024487308,0.00060196646,0.0006775864,0.0015979428,0.0008727733,0.0014945846],"category_scores_gemma":[0.0005910387,0.00031182432,0.0007273122,0.00030581886,0.00044823866,0.00096609275,0.00054149365,0.0006200056,0.0009973595],"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":[0.00009173001,0.000040256164,0.0011937391,0.000076175405,0.00003594214,0.00010924044,0.00011172472,0.9113935,0.009887319,0.058917258,0.0022410196,0.015902055],"study_design_scores_gemma":[0.000010394331,0.000011486969,0.00016681539,0.000004844704,0.0000061820456,0.000025120014,0.000009212327,0.99424016,0.0005721158,0.0024715934,0.0024715995,0.000010519203],"about_ca_topic_score_codex":0.00992362,"about_ca_topic_score_gemma":0.005298604,"teacher_disagreement_score":0.00992362,"about_ca_system_score_codex":0.00064152613,"about_ca_system_score_gemma":0.0011759138,"threshold_uncertainty_score":0.0197317},"labels":[],"label_agreement":null},{"id":"W2050635666","doi":"10.1016/j.jweia.2014.06.009","title":"Velocity field measurements above the roof of a low-rise building during peak suctions","year":2014,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Roof; Field (mathematics); Environmental science; Geotechnical engineering; Engineering; Geology; Structural engineering; Forensic engineering; Mathematics","score_opus":0.01251349011867199,"score_gpt":0.19699635473645988,"score_spread":0.1844828646177879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050635666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99870527,0.000013042368,0.0002917635,0.000014645062,0.000009295803,0.000008772966,0.00021354406,0.00004074471,0.00070306286],"genre_scores_gemma":[0.9994754,0.00001063348,0.00016123,0.000004424817,0.000003944155,0.0000030799833,0.00013624998,0.0000051578636,0.00019980366],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99981827,0.000013804312,0.0000074148934,0.000030626616,0.0000618559,0.00006809914],"domain_scores_gemma":[0.99964345,0.00008392518,0.000028499668,0.000021411872,0.00010308011,0.00011960148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013679273,0.0003511735,0.00061821175,0.0007878649,0.00089721754,0.00053994596,0.00037798475,0.00075929635,0.0015220969],"category_scores_gemma":[0.00037164008,0.000256181,0.00029535868,0.00038625704,0.0004930863,0.0003228681,0.00033993996,0.00075658894,0.0003551883],"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":[0.0036862383,0.0008848477,0.21899118,0.00014971253,0.000116294614,0.0042479797,0.0037756562,0.0071719335,0.7317508,0.00031587022,0.0015354499,0.02737413],"study_design_scores_gemma":[0.000037571594,0.000897823,0.9547503,0.000021845975,0.000050842264,0.0003406457,0.0020001729,0.010789187,0.030310791,0.00007463892,0.0006867183,0.000039417184],"about_ca_topic_score_codex":0.008115226,"about_ca_topic_score_gemma":0.011176145,"teacher_disagreement_score":0.008115226,"about_ca_system_score_codex":0.00024261931,"about_ca_system_score_gemma":0.00041252456,"threshold_uncertainty_score":0.01613599},"labels":[],"label_agreement":null},{"id":"W2050783805","doi":"10.1007/s12273-011-0048-1","title":"RETRACTED ARTICLE: Recent studies in CFD modelling of pollutant dispersion in street canyons","year":2011,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":true,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Street canyon; Canyon; Computational fluid dynamics; Dispersion (optics); Marine engineering; Environmental science; Engineering; Pollutant; Civil engineering; Geology; Aerospace engineering; Physics; Chemistry; Geomorphology","score_opus":0.10901350031684205,"score_gpt":0.302026378529295,"score_spread":0.19301287821245294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050783805","genre_codex":"editorial","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":[0.0027761068,0.0070513217,0.0047390116,0.124903,0.8560232,0.000039716848,0.0004974143,0.00036912912,0.0036011518],"genre_scores_gemma":[0.045228366,0.022915203,0.01205295,0.1381855,0.6287224,0.00016806749,0.0023136572,0.00139737,0.1490164],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958954,0.00057412765,0.00058685517,0.00042610485,0.002177216,0.00034038196],"domain_scores_gemma":[0.969842,0.0091117155,0.0012993714,0.001336408,0.016378261,0.0020322246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046049426,0.0012983048,0.0017342997,0.0031093468,0.0027001323,0.004302018,0.005363263,0.009773441,0.017679816],"category_scores_gemma":[0.030282531,0.000688385,0.0013221804,0.0030309341,0.0018379311,0.003316419,0.0027563113,0.0064328155,0.007623392],"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":[0.00012558929,0.00006378086,0.0006187528,0.0006013399,0.000041824922,0.0008378458,0.00019843302,0.0006030051,0.00073321105,0.0012818123,0.9603368,0.034557622],"study_design_scores_gemma":[0.000047005622,0.00012501955,0.0028566637,0.0003796506,0.00009751586,0.00084421685,0.00036410964,0.002368688,0.0018050038,0.0018499331,0.98919,0.0000722068],"about_ca_topic_score_codex":0.012604838,"about_ca_topic_score_gemma":0.014780672,"teacher_disagreement_score":0.017679816,"about_ca_system_score_codex":0.0028158885,"about_ca_system_score_gemma":0.0026463808,"threshold_uncertainty_score":0.059144855},"labels":[],"label_agreement":null},{"id":"W2051708104","doi":"10.1016/j.jweia.2014.12.006","title":"An experimental study of pressure distributions within an air-permeable, double-layer roof system in regions of separated flow","year":2015,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"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; Cereal Partners Worldwide","keywords":"Wind tunnel; Roof; Flow (mathematics); Low-rise; Pressure measurement; Static pressure; Mechanics; Airflow; Structural engineering; Range (aeronautics); Materials science; Geotechnical engineering; Meteorology; Geology; Engineering; Physics; Composite material; Mechanical engineering","score_opus":0.03458682152583831,"score_gpt":0.2498862106256243,"score_spread":0.215299389099786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051708104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999191,0.000012060445,0.00054162,0.0000057723673,0.0000037329357,0.000007968412,0.00005025512,0.000017540717,0.00017012277],"genre_scores_gemma":[0.9993864,0.000011825925,0.00040131065,0.0000027288563,0.000002435837,0.000009005169,0.00004524689,0.000004057338,0.00013700906],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996886,0.00004496333,0.000018135359,0.0000896044,0.00007419439,0.00008447817],"domain_scores_gemma":[0.9990982,0.000413855,0.00009956832,0.00013438052,0.00016270684,0.000091388465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034417034,0.00034547958,0.00054346654,0.00024664967,0.0010369602,0.00055199437,0.0006387816,0.00063772156,0.0017801328],"category_scores_gemma":[0.00083029584,0.00025720499,0.0003294318,0.00025882586,0.0010908367,0.0007490316,0.0006058851,0.000588022,0.00016741824],"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":[0.0026276147,0.0012573794,0.008763114,0.00013400859,0.000029466935,0.00051831745,0.0005958318,0.015086768,0.96564215,0.00034748594,0.00015441132,0.0048434245],"study_design_scores_gemma":[0.00037481735,0.009409232,0.06020837,0.000018275668,0.0000857332,0.00032221392,0.001392905,0.08934033,0.8377884,0.00020737,0.0007777521,0.00007460331],"about_ca_topic_score_codex":0.0015525202,"about_ca_topic_score_gemma":0.0013190114,"teacher_disagreement_score":0.0017801328,"about_ca_system_score_codex":0.00031962382,"about_ca_system_score_gemma":0.00039861797,"threshold_uncertainty_score":0.0059551},"labels":[],"label_agreement":null},{"id":"W2051747017","doi":"10.1007/s12273-010-0311-x","title":"Prediction of 3D airflow and temperature field in an indoor ice rink with radiant heat sources","year":2010,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airflow; Computational fluid dynamics; Mechanics; Convection; Radiant heat; Radiant heating; Transient (computer programming); Meteorology; Radiation; Environmental science; Thermal radiation; Flow (mathematics); Materials science; Thermodynamics; Mechanical engineering; Engineering; Physics; Optics; Computer science","score_opus":0.007498470053239519,"score_gpt":0.22164933906150558,"score_spread":0.21415086900826605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051747017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98228055,0.00006902102,0.011998043,0.00010199945,0.00004614123,0.00005041761,0.0004669301,0.0003022744,0.0046846964],"genre_scores_gemma":[0.99626714,0.000037390164,0.0024470796,0.000014413158,0.000007762773,0.000028544451,0.00017642428,0.000029237586,0.0009920091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983704,0.000037723927,0.000009216301,0.000034093802,0.000036043897,0.00004595941],"domain_scores_gemma":[0.99948007,0.00029906278,0.000036905327,0.000035060624,0.00006555437,0.00008337423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031896905,0.0007613407,0.0010324508,0.00042286288,0.0008892535,0.00088104437,0.00084590935,0.001623267,0.0019096707],"category_scores_gemma":[0.00077221985,0.00062033534,0.0009846517,0.00043717746,0.001023042,0.0005414364,0.00056873146,0.00078452466,0.00022595839],"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":[0.000055589477,0.000042023854,0.0016435934,0.000011232505,0.000009503566,0.00006053894,0.000021784104,0.9962698,0.000995979,0.00012225515,0.00006655607,0.00070115214],"study_design_scores_gemma":[0.00001330089,0.00002634428,0.0009380443,0.0000016118801,0.0000044322114,0.00000560531,0.000014758198,0.99845695,0.00046469472,0.00002877728,0.00004049664,0.000005032144],"about_ca_topic_score_codex":0.05390086,"about_ca_topic_score_gemma":0.024371743,"teacher_disagreement_score":0.05390086,"about_ca_system_score_codex":0.0010874128,"about_ca_system_score_gemma":0.0012618221,"threshold_uncertainty_score":0.10717428},"labels":[],"label_agreement":null},{"id":"W2052302611","doi":"10.5402/2012/428671","title":"Assessment of Two-Equation Turbulence Models and Validation of the Performance Characteristics of an Experimental Wind Turbine by CFD","year":2012,"lang":"en","type":"article","venue":"ISRN Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Polytechnique Montréal","funders":"National Renewable Energy Laboratory; Utah Agricultural Experiment Station","keywords":"Turbine; Turbulence; Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Streamlines, streaklines, and pathlines; Turbulence modeling; Stall (fluid mechanics); Mechanics; Marine engineering; Engineering; Physics; Aerospace engineering","score_opus":0.01371229128792346,"score_gpt":0.23700488616876558,"score_spread":0.22329259488084213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052302611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490596,0.00027249585,0.0465701,0.00011122984,0.000054856882,0.0002028065,0.00094215345,0.00036160616,0.0024251519],"genre_scores_gemma":[0.987788,0.0001840195,0.010511283,0.000014741376,0.00000887966,0.00020057787,0.0006942235,0.00003703102,0.0005612626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991014,0.00022959644,0.00011902847,0.00008983292,0.00036742594,0.00009276783],"domain_scores_gemma":[0.99810565,0.00092192256,0.00011441426,0.0003483249,0.0004625543,0.000047064863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017848035,0.00081098796,0.0005896054,0.00062747294,0.00072008866,0.0006113207,0.0007492572,0.000952679,0.0011608779],"category_scores_gemma":[0.0037919006,0.00022175466,0.0004945952,0.0005357348,0.0006414552,0.00082332524,0.00046450342,0.00056430674,0.00028536364],"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":[0.0010878134,0.0027959172,0.027159432,0.00073269464,0.00007952156,0.00047796778,0.0005837067,0.61610353,0.30686113,0.005459293,0.0016341831,0.037024837],"study_design_scores_gemma":[0.00013091376,0.0030800197,0.017696712,0.00006317958,0.00003472089,0.00019258424,0.00020713336,0.7619518,0.21354781,0.00060191954,0.002421647,0.00007155567],"about_ca_topic_score_codex":0.0028856215,"about_ca_topic_score_gemma":0.0024317177,"teacher_disagreement_score":0.0028856215,"about_ca_system_score_codex":0.00062588457,"about_ca_system_score_gemma":0.00043079501,"threshold_uncertainty_score":0.009439051},"labels":[],"label_agreement":null},{"id":"W2052449822","doi":"10.1139/l04-084","title":"Nonlinear spectral dynamic analysis of guyed towers. Part II: Manitoba towers case study","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Manitoba Hydro","keywords":"Structural engineering; Nonlinear system; Tower; Buckling; Engineering; Finite element method; Mode (computer interface); Structural system; Computer science","score_opus":0.006657914557898202,"score_gpt":0.19362569379658692,"score_spread":0.1869677792386887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052449822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278706,0.000041838302,0.0024805095,0.000048265203,0.0000029550827,0.000028997136,0.00014314849,0.000015694663,0.0044514583],"genre_scores_gemma":[0.9958341,0.000054661,0.0016039293,0.000009584538,0.000001529953,0.000015774332,0.00013603817,0.0000051864176,0.00233915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999374,0.000010930998,0.0000020453047,0.000008823704,0.000017720777,0.000023039387],"domain_scores_gemma":[0.9998708,0.000046335663,0.000018844108,0.000008880756,0.000034699704,0.000020523086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014235392,0.00047012995,0.00024444037,0.00075063825,0.0007797679,0.0003395932,0.000617253,0.0006237119,0.0018408105],"category_scores_gemma":[0.00032012674,0.00020132908,0.00035474246,0.0005218253,0.0007100726,0.0002770213,0.00043506324,0.0002292904,0.00016038546],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002774769,0.0002082968,0.059771597,0.00018878751,0.000049005852,0.005295452,0.000933388,0.883675,0.03193065,0.0037270135,0.0010995911,0.012843819],"study_design_scores_gemma":[0.00004431405,0.00016007747,0.05090398,0.000020878108,0.000024723571,0.0004227491,0.0013410085,0.93866116,0.005949736,0.000942693,0.0014940746,0.00003463008],"about_ca_topic_score_codex":0.21864137,"about_ca_topic_score_gemma":0.37054506,"teacher_disagreement_score":0.7813586,"about_ca_system_score_codex":0.0019724793,"about_ca_system_score_gemma":0.0009466774,"threshold_uncertainty_score":0.43473744},"labels":[],"label_agreement":null},{"id":"W2053840607","doi":"10.1115/fedsm-icnmm2010-30047","title":"Parameter Estimation of a Fluttering Aeroelastic System in the Transitional Reynolds Number Regime","year":2010,"lang":"en","type":"article","venue":"","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wind tunnel; Aeroelasticity; Reynolds number; Control theory (sociology); Aerodynamics; Nonlinear system; Mathematics; Physics; Computer science; Mechanics; Turbulence","score_opus":0.0071957015794220465,"score_gpt":0.21376275978040987,"score_spread":0.20656705820098784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053840607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95321214,0.00005560773,0.046175595,0.000035378634,0.0000028713578,0.0000118324015,0.000049268398,0.00009678074,0.0003605483],"genre_scores_gemma":[0.9958252,0.000010301943,0.0040077455,0.0000017048103,5.5486606e-7,0.000005137825,0.00004315713,0.000004530061,0.000101583006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990654,0.000020195339,0.000006320826,0.000031712458,0.000020194568,0.000015106883],"domain_scores_gemma":[0.99953747,0.00027906176,0.00006473772,0.000042205054,0.00005242215,0.0000241016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042210773,0.00036455618,0.0004327476,0.00025889423,0.00021960384,0.00035530308,0.00032559753,0.00051124644,0.00028570066],"category_scores_gemma":[0.0017174917,0.00018591103,0.0002572479,0.00016045246,0.00038667888,0.00037520923,0.00036195546,0.00036787614,0.000055360124],"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":[0.00022572855,0.00008850252,0.016936263,0.00006519285,0.000050927472,0.00015361865,0.00016478218,0.90241295,0.059230126,0.0013753724,0.0000926838,0.019203782],"study_design_scores_gemma":[0.0000059725517,0.000042741885,0.0036212476,0.000001659478,0.0000052605287,0.0000109092825,0.00001641214,0.9906855,0.0052930983,0.00026355137,0.000043911907,0.000009711212],"about_ca_topic_score_codex":0.0051807943,"about_ca_topic_score_gemma":0.0028549198,"teacher_disagreement_score":0.0051807943,"about_ca_system_score_codex":0.00023619006,"about_ca_system_score_gemma":0.000343936,"threshold_uncertainty_score":0.010301292},"labels":[],"label_agreement":null},{"id":"W2054009676","doi":"10.1139/l06-133","title":"The analysis of design wind speed estimates specified in the National Building Code of Canada","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Gumbel distribution; Extreme value theory; Generalized Pareto distribution; Quantile; Wind speed; Generalized extreme value distribution; Maxima; Statistics; Mathematics; Meteorology; Geography","score_opus":0.014877026807262621,"score_gpt":0.20695619536900772,"score_spread":0.1920791685617451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054009676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7349423,0.0014459309,0.16319585,0.0007323779,0.00010864548,0.00043289634,0.04564975,0.00085390185,0.052638266],"genre_scores_gemma":[0.9384532,0.0004769995,0.034404024,0.000058168596,0.000008489491,0.00014025673,0.019194692,0.000112816655,0.0071513746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99606955,0.00023639291,0.00012648762,0.00025150078,0.0030019,0.00031425126],"domain_scores_gemma":[0.9880284,0.0016593133,0.00086449366,0.00053467444,0.008786732,0.00012635229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001844402,0.00053459784,0.00036199825,0.0021314523,0.000775398,0.0010150766,0.000743134,0.00023817399,0.0016180283],"category_scores_gemma":[0.013256543,0.00024590932,0.00033642317,0.0037959141,0.00047715177,0.0003413152,0.00036488805,0.0005660712,0.00028455348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029747578,0.00007268752,0.3329329,0.00052081194,0.00018900399,0.00037129424,0.0011229729,0.3065348,0.0047318037,0.029532153,0.028997082,0.29469696],"study_design_scores_gemma":[0.00002570436,0.000080140766,0.68956006,0.00018716406,0.00006063598,0.0001880104,0.0011996259,0.22143455,0.010454805,0.003867609,0.07280947,0.00013215777],"about_ca_topic_score_codex":0.9062077,"about_ca_topic_score_gemma":0.9316604,"teacher_disagreement_score":0.09379232,"about_ca_system_score_codex":0.013522732,"about_ca_system_score_gemma":0.020060396,"threshold_uncertainty_score":0.18868929},"labels":[],"label_agreement":null},{"id":"W2054478691","doi":"10.1007/s10546-006-9125-x","title":"Predicting plume meandering and averaging time effects on mean and fluctuating concentrations in atmospheric dispersion simulated in a water channel","year":2006,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coanda Research and Development Corporation (Canada); University of Alberta","funders":"","keywords":"Plume; Turbulence; Dispersion (optics); Mechanics; Crosswind; Power law; Centroid; Attenuation; Probability density function; Geology; Meteorology; Environmental science; Optics; Physics; Geometry; Mathematics; Statistics","score_opus":0.004644643405467607,"score_gpt":0.19448427607226274,"score_spread":0.18983963266679513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054478691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992324,0.00001583902,0.00049392757,0.000019098708,0.000006581807,0.0000036977394,0.000033913744,0.000027694114,0.00016690671],"genre_scores_gemma":[0.9993992,0.000011134581,0.0004534678,0.0000043845666,0.0000033213373,0.0000025177005,0.000039469724,0.000006019099,0.000080426056],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998779,0.000027954457,0.000008346674,0.000028950899,0.00001560801,0.000041227457],"domain_scores_gemma":[0.9978988,0.001563804,0.00012176845,0.00006489742,0.00018927868,0.00016137962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052799523,0.00056170573,0.0004108883,0.00030819935,0.00066811946,0.00066711294,0.0004852754,0.0010316845,0.0004200916],"category_scores_gemma":[0.0022111959,0.00045405855,0.00067158014,0.00029664356,0.0004833526,0.0005431929,0.00028209886,0.0007254059,0.000045535013],"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":[0.0003185066,0.00017912016,0.02818244,0.000019656776,0.000048058602,0.0000903286,0.000068395326,0.96035725,0.0072951014,0.00027966287,0.00016076681,0.0030007926],"study_design_scores_gemma":[0.000034413406,0.00006856244,0.0071678883,0.0000014723597,0.000016024445,0.0000060389834,0.000021724747,0.99107754,0.0015363785,0.000037350666,0.000023162533,0.0000094213465],"about_ca_topic_score_codex":0.11342024,"about_ca_topic_score_gemma":0.05575916,"teacher_disagreement_score":0.11342024,"about_ca_system_score_codex":0.0011535957,"about_ca_system_score_gemma":0.001183548,"threshold_uncertainty_score":0.22552013},"labels":[],"label_agreement":null},{"id":"W2055783405","doi":"10.1016/s1352-2310(99)00472-0","title":"Source strength determination of a tracer gas using an approximate solution to the advection–diffusion equation for microplots","year":2000,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"TRACER; Advection; Diffusion; Environmental science; Diffusion equation; Mechanics; Mathematics; Atmospheric sciences; Hydrology (agriculture); Thermodynamics; Physics; Geology; Geotechnical engineering; Engineering","score_opus":0.014823444382872792,"score_gpt":0.21990001649965027,"score_spread":0.2050765721167775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055783405","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5884258,0.00048405162,0.40864372,0.00013072536,0.00003859358,0.00006270249,0.00015396455,0.00054119236,0.0015193569],"genre_scores_gemma":[0.9181047,0.00022424007,0.08055991,0.00002176451,0.000006678935,0.000023299282,0.00009824662,0.000042177882,0.00091906637],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991167,0.000008651709,0.0000035287592,0.000024280707,0.000040524093,0.000011279458],"domain_scores_gemma":[0.9998005,0.000094172596,0.000021734457,0.00001682911,0.000052942345,0.00001393718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035744655,0.00019998886,0.00027448373,0.00050852064,0.00035945157,0.00044926256,0.00061389274,0.0005100189,0.00047631562],"category_scores_gemma":[0.00082734606,0.00019653463,0.00019349008,0.00035736818,0.00020388058,0.00063877826,0.0002878008,0.00046476314,0.00014035265],"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":[0.00027030238,0.00007784767,0.00898322,0.0000809971,0.000015761898,0.00014885917,0.000083181796,0.021574257,0.9332853,0.0030722138,0.00018368546,0.032224335],"study_design_scores_gemma":[0.00003878339,0.00014230509,0.006429571,0.000011081922,0.000017827748,0.00015757566,0.000044526783,0.52120775,0.4699917,0.0006758856,0.0012548295,0.00002819814],"about_ca_topic_score_codex":0.0067434055,"about_ca_topic_score_gemma":0.0062388843,"teacher_disagreement_score":0.0067434055,"about_ca_system_score_codex":0.0007294081,"about_ca_system_score_gemma":0.0005495601,"threshold_uncertainty_score":0.013408303},"labels":[],"label_agreement":null},{"id":"W205597389","doi":"","title":"Numerical assessment of pollutant concentration distributions around buildings","year":2010,"lang":"en","type":"article","venue":"TU/e Research Portal (Eindhoven University of Technology)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Wind tunnel; Turbulence; Stack (abstract data type); Consistency (knowledge bases); Environmental science; Schmidt number; Meteorology; Downtown; Pollutant; Mechanics; Marine engineering; Mathematics; Engineering; Computer science; Geography; Chemistry; Physics; Geometry","score_opus":0.014829706704321077,"score_gpt":0.2900087850112075,"score_spread":0.2751790783068864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W205597389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876874,0.00007140118,0.009596841,0.00003078567,0.000008759119,0.000026239732,0.0001562105,0.00011256595,0.002309885],"genre_scores_gemma":[0.99676114,0.000037705628,0.0026612289,0.0000028390987,0.0000018337557,0.000009327699,0.00008578369,0.000005463797,0.00043478596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998404,0.00002287342,0.000009437492,0.000034905755,0.000056881392,0.00003556167],"domain_scores_gemma":[0.9995565,0.00019681257,0.000049389502,0.000040923318,0.000110497385,0.00004602124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030144263,0.00040417604,0.0004345516,0.00075610925,0.00054373906,0.00068577135,0.00040540873,0.00053822645,0.00091156346],"category_scores_gemma":[0.0010330732,0.00020895162,0.0002826462,0.0006733984,0.0007073663,0.00028449867,0.00046821334,0.00022290315,0.00013417721],"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":[0.00014081286,0.000061649014,0.012168215,0.0000452825,0.000020080772,0.0002184518,0.00011470133,0.95947224,0.021867514,0.00065385335,0.00010843994,0.0051287534],"study_design_scores_gemma":[0.00001980597,0.000069207206,0.006129706,0.0000069580283,0.000010100593,0.000032322572,0.00008718036,0.98651135,0.0066871336,0.00020030697,0.00023024164,0.000015644639],"about_ca_topic_score_codex":0.025092466,"about_ca_topic_score_gemma":0.013899555,"teacher_disagreement_score":0.025092466,"about_ca_system_score_codex":0.0008498921,"about_ca_system_score_gemma":0.0006828776,"threshold_uncertainty_score":0.049892783},"labels":[],"label_agreement":null},{"id":"W2056084962","doi":"10.1115/1.2931502","title":"Numerical Site Calibration Over Complex Terrain","year":2008,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure; Nordic Life Science Pipeline (Canada)","funders":"","keywords":"Terrain; Turbulence; Calibration; Meteorology; Geology; Computational fluid dynamics; Computer simulation; Scale (ratio); Aerodynamics; Fluent; Environmental science; Mechanics; Geography; Mathematics; Physics; Cartography; Statistics","score_opus":0.008876921402349544,"score_gpt":0.18697078671496603,"score_spread":0.17809386531261648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056084962","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":[0.34507206,0.000065336775,0.64729303,0.00008741667,0.000053415137,0.00019918923,0.0003393015,0.0019773804,0.0049128714],"genre_scores_gemma":[0.8263852,0.000035886584,0.17217654,0.000021333268,0.000010023582,0.00012710276,0.00038839394,0.00018613462,0.0006694258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988343,0.00034735264,0.000060343744,0.00020678173,0.00046945096,0.00008170217],"domain_scores_gemma":[0.9954326,0.0015231451,0.0004961428,0.0013866067,0.001050641,0.00011080911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019985333,0.00039451523,0.00060794264,0.000699038,0.00048370677,0.00067157287,0.001534484,0.0007599168,0.0015779096],"category_scores_gemma":[0.008246153,0.00034141837,0.00034132221,0.00089623156,0.0005101871,0.00086724234,0.0010406352,0.0008530774,0.0003900944],"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":[0.000103832936,0.00012592574,0.010089005,0.00004699743,0.00002220412,0.00008028241,0.00015929653,0.9175486,0.009183731,0.0023605463,0.0005771806,0.05970239],"study_design_scores_gemma":[0.000020822714,0.00002921139,0.0019807222,0.00000670007,0.0000032987848,0.000030780197,0.000025961035,0.9933015,0.0032626437,0.000603774,0.0007176437,0.00001686688],"about_ca_topic_score_codex":0.0034940671,"about_ca_topic_score_gemma":0.0037267562,"teacher_disagreement_score":0.0034940671,"about_ca_system_score_codex":0.0005872071,"about_ca_system_score_gemma":0.0007554585,"threshold_uncertainty_score":0.010569334},"labels":[],"label_agreement":null},{"id":"W2056219059","doi":"10.1016/j.buildenv.2004.08.016","title":"Using a CFD approach for the study of street-level winds in a built-up area","year":2004,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University; Heriot-Watt University","keywords":"Computational fluid dynamics; Turbulence; Computation; Grid; Wind tunnel; Meteorology; CFD in buildings; Boundary value problem; Marine engineering; Environmental science; Wind speed; Domain (mathematical analysis); Boundary (topology); Engineering; Computer science; Geology; Mathematics; Aerospace engineering; Physics; Geodesy; Algorithm","score_opus":0.07202687683705732,"score_gpt":0.26294482176571504,"score_spread":0.1909179449286577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056219059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6580303,0.00058168866,0.32215044,0.00026601748,0.00022571777,0.00019217195,0.0003600097,0.00037708314,0.017816607],"genre_scores_gemma":[0.9483859,0.0005645052,0.047532104,0.000037572303,0.000064277505,0.00009281302,0.00018171976,0.00005074581,0.0030902938],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992347,0.000016158718,0.000005991026,0.000013590949,0.000025172985,0.000015641386],"domain_scores_gemma":[0.9997528,0.00014192583,0.000018341423,0.000019968298,0.00004338081,0.000023541354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014567563,0.00032752997,0.00046935305,0.00057705265,0.0006568337,0.000758592,0.0004907563,0.0009278782,0.0011760521],"category_scores_gemma":[0.00083102955,0.00029588828,0.00063322403,0.000517543,0.0005731234,0.00055234495,0.00044039317,0.0005226857,0.00015000236],"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":[0.000040931125,0.00010886451,0.008720876,0.00006067398,0.000045429024,0.0004852165,0.0001507504,0.95705545,0.012177791,0.005628862,0.00029445405,0.0152308075],"study_design_scores_gemma":[0.000009727653,0.000016744378,0.0019225152,0.0000062956124,0.000008226985,0.0000494562,0.000045867102,0.99565214,0.000960601,0.0007805926,0.00053637,0.000011511336],"about_ca_topic_score_codex":0.030030198,"about_ca_topic_score_gemma":0.021351838,"teacher_disagreement_score":0.030030198,"about_ca_system_score_codex":0.0004587867,"about_ca_system_score_gemma":0.0009845077,"threshold_uncertainty_score":0.0597108},"labels":[],"label_agreement":null},{"id":"W2056742421","doi":"10.1007/s10546-004-5642-7","title":"The Relationship between Skewness and Kurtosis of A Diffusing Scalar","year":2005,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Kurtosis; Skewness; Scalar (mathematics); Probability density function; Statistical physics; Quadratic equation; Turbulence; Mathematics; Wind tunnel; Planetary boundary layer; Statistics; Mathematical analysis; Physics; Meteorology; Mechanics; Geometry","score_opus":0.026751335904647806,"score_gpt":0.2609255539362647,"score_spread":0.2341742180316169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056742421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9393635,0.0006057087,0.056387663,0.00010214054,0.000043491487,0.000012107896,0.00012158629,0.00008913683,0.0032747176],"genre_scores_gemma":[0.99763167,0.00016821446,0.0018989075,0.000007780458,0.00001934362,0.0000033157414,0.000038580045,0.00001179357,0.0002203225],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979085,0.000052294014,0.000027161463,0.000041169376,0.00006199553,0.00002654477],"domain_scores_gemma":[0.9860833,0.01012985,0.0015694372,0.00056561414,0.0013285299,0.0003232274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092010055,0.00024140376,0.00022244583,0.0009602692,0.00020710875,0.0010646948,0.0002535378,0.0002688427,0.0008755257],"category_scores_gemma":[0.014785921,0.00018166857,0.0001383303,0.0005926698,0.0007849647,0.0020295128,0.000536796,0.00041511012,0.0002072423],"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":[0.0014870837,0.00018457342,0.4329327,0.00033753552,0.0003007023,0.0020201418,0.0013946365,0.084818415,0.25250104,0.09721373,0.0012872209,0.12552223],"study_design_scores_gemma":[0.00011839125,0.00074726244,0.3609469,0.00009834646,0.00020629397,0.0068201846,0.0011181816,0.46145532,0.069548555,0.095823616,0.0028089993,0.0003080227],"about_ca_topic_score_codex":0.000404351,"about_ca_topic_score_gemma":0.0002001016,"teacher_disagreement_score":0.0010646948,"about_ca_system_score_codex":0.00017131113,"about_ca_system_score_gemma":0.00027180664,"threshold_uncertainty_score":0.004866004},"labels":[],"label_agreement":null},{"id":"W2057030213","doi":"10.1016/j.jweia.2007.06.047","title":"Wind loads on free-standing canopy roofs: Part 1 local wind pressures","year":2007,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Roof; Wind tunnel; Wind engineering; Wind direction; Wind profile power law; Environmental science; Meteorology; Gable; Wind speed; Wind gradient; Geology; Atmospheric sciences; Structural engineering; Marine engineering; Engineering; Geography; Aerospace engineering","score_opus":0.013745399607179045,"score_gpt":0.2051848210443578,"score_spread":0.19143942143717876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057030213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933298,0.00016582965,0.0016890017,0.000012299267,0.0000056655863,0.00002144787,0.0001287756,0.00003371045,0.0046134177],"genre_scores_gemma":[0.99894565,0.000068963236,0.00014143482,0.0000017516861,0.0000064818055,0.0000052894125,0.000078505545,0.0000177437,0.0007343073],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998591,0.000017523042,0.000007069094,0.000027195043,0.00004816285,0.00004095023],"domain_scores_gemma":[0.9998274,0.000080841244,0.000013415458,0.000014931653,0.00003785417,0.000025397998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014270414,0.00038530197,0.0006299846,0.0006137216,0.00077612285,0.0006874488,0.00034196448,0.00035362618,0.0050562285],"category_scores_gemma":[0.00047364566,0.00028181527,0.00046836378,0.000508313,0.0006499645,0.00075756904,0.00045715226,0.0002951999,0.0007079283],"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":[0.0017151963,0.0009937095,0.16425288,0.00081513386,0.00020333544,0.0029714198,0.0023638746,0.22284807,0.44564375,0.004772704,0.0028181225,0.1506018],"study_design_scores_gemma":[0.00005241266,0.00044447926,0.82661176,0.00003353943,0.00010350555,0.00048402807,0.0024109662,0.10862344,0.058834296,0.001107758,0.0012340962,0.00005965056],"about_ca_topic_score_codex":0.004426123,"about_ca_topic_score_gemma":0.0038906273,"teacher_disagreement_score":0.0050562285,"about_ca_system_score_codex":0.00029731687,"about_ca_system_score_gemma":0.0001877881,"threshold_uncertainty_score":0.016914785},"labels":[],"label_agreement":null},{"id":"W2057513062","doi":"10.1007/s00704-013-1003-0","title":"A study on the motion characteristics and their impact on the wind measurement post-processing of the GPS dropwindsonde. Part II: impacts of post-processing/composition schemes","year":2013,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dropsonde; Environmental science; Meteorology; Data processing; Global Positioning System; Remote sensing; Computer science; Geography; Tropical cyclone; Telecommunications; Database","score_opus":0.013611982728845284,"score_gpt":0.22766722568302125,"score_spread":0.21405524295417597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057513062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8868598,0.0008815602,0.10838479,0.00011355683,0.000117687625,0.00017780522,0.0004451152,0.00031704723,0.0027026238],"genre_scores_gemma":[0.943544,0.0006880704,0.051586207,0.0000434087,0.000048953116,0.000069992755,0.0008624195,0.00020009941,0.002956869],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968123,0.0000815163,0.000020492716,0.0000635448,0.000114974166,0.000038178237],"domain_scores_gemma":[0.9974026,0.0015928318,0.00018900802,0.00024698404,0.00052537315,0.000043125234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064498134,0.00041297407,0.0002860899,0.00037179654,0.0003933747,0.0005628046,0.0003211673,0.000377347,0.0018873493],"category_scores_gemma":[0.003926511,0.00019593365,0.00033738048,0.0006364238,0.00022347644,0.0004901425,0.00026104492,0.00034159713,0.00035321005],"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":[0.0036713968,0.0005225599,0.05276161,0.0008696886,0.00014274675,0.00048729026,0.0003223893,0.07465052,0.49439305,0.0016275465,0.0011444102,0.3694068],"study_design_scores_gemma":[0.000103587496,0.0024340393,0.23966542,0.00007485752,0.0002466113,0.0003871858,0.00027647513,0.29799896,0.4506527,0.0004209264,0.0076670214,0.00007219947],"about_ca_topic_score_codex":0.0044219205,"about_ca_topic_score_gemma":0.0053184675,"teacher_disagreement_score":0.0044219205,"about_ca_system_score_codex":0.0002903025,"about_ca_system_score_gemma":0.00030840098,"threshold_uncertainty_score":0.008792341},"labels":[],"label_agreement":null},{"id":"W2057917032","doi":"10.1016/j.jastp.2010.11.011","title":"Instrumental errors in spectral-width turbulence measurements by radars","year":2010,"lang":"en","type":"article","venue":"Journal of Atmospheric and Solar-Terrestrial Physics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Spectral width; Turbulence; Computational physics; Beam (structure); Anisotropy; Physics; Dissipation; Optics; Meteorology","score_opus":0.011090614614455967,"score_gpt":0.21908601276795048,"score_spread":0.20799539815349452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057917032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9416971,0.00051513436,0.05350759,0.00015994806,0.00017351375,0.00002627319,0.0006769851,0.00059009215,0.0026533122],"genre_scores_gemma":[0.9863875,0.00013191845,0.012476141,0.000044599292,0.00006123479,0.000011281307,0.0004068388,0.00011848348,0.00036194862],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974778,0.00077948754,0.0002515071,0.0004989065,0.00080182037,0.00019046011],"domain_scores_gemma":[0.9911985,0.0043009478,0.0010222796,0.00150438,0.0018119017,0.00016197056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038948783,0.0006254844,0.00046225401,0.001568486,0.00054783816,0.0011812042,0.0010432578,0.0011520627,0.0005677844],"category_scores_gemma":[0.016502587,0.0005365678,0.0004500373,0.0018042146,0.00051385997,0.0015558521,0.001020919,0.0007769139,0.00036413557],"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":[0.004653194,0.0007004358,0.3113903,0.0004524326,0.0012079151,0.00025531696,0.0007371215,0.165365,0.3073498,0.007595052,0.0020577116,0.19823578],"study_design_scores_gemma":[0.00031631815,0.00034950575,0.50002056,0.00009726161,0.00071850256,0.00034548857,0.00013801888,0.33554083,0.1569505,0.0020473797,0.0032543566,0.00022133949],"about_ca_topic_score_codex":0.0034340285,"about_ca_topic_score_gemma":0.005104746,"teacher_disagreement_score":0.0038948783,"about_ca_system_score_codex":0.0005770469,"about_ca_system_score_gemma":0.0005072419,"threshold_uncertainty_score":0.020598352},"labels":[],"label_agreement":null},{"id":"W2058148621","doi":"10.1115/ht2013-17210","title":"Assisted Turbulence Convective Heat Transfer for Cooling the Photovoltaic Cells","year":2013,"lang":"en","type":"article","venue":"","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":"University of Windsor","funders":"","keywords":"Photovoltaic system; Renewable energy; Passive cooling; Turbulence; Environmental science; Heat transfer; Solar gain; Convective heat transfer; Meteorology; Work (physics); Passive solar building design; Active cooling; Solar energy; Convection; Electricity; Wind tunnel; Materials science; Mechanical engineering; Water cooling; Mechanics; Physics; Engineering; Electrical engineering","score_opus":0.012188780656411009,"score_gpt":0.20767557181049226,"score_spread":0.19548679115408124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058148621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83393466,0.0019744623,0.15234835,0.00032554325,0.0003455094,0.00011689859,0.00011910502,0.00031303457,0.010522304],"genre_scores_gemma":[0.9911472,0.00028067196,0.0071000126,0.00001664598,0.000017973276,0.000027936383,0.000023612227,0.000009666984,0.0013762321],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999633,0.000005625868,0.0000016211432,0.000007323128,0.000014376793,0.000007660555],"domain_scores_gemma":[0.9999765,0.0000064602523,0.0000044657836,0.0000029190817,0.000005078623,0.0000045552797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007294847,0.00018818515,0.00017355308,0.000121066136,0.00020730591,0.0002392202,0.00019989164,0.00012340999,0.00093248766],"category_scores_gemma":[0.00011123353,0.00007275339,0.00016843434,0.00015353956,0.00030616048,0.00024721425,0.00020650397,0.00026734333,0.00016850712],"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":[0.00010725196,0.000071991555,0.0006310236,0.00015233012,0.000009876166,0.0001216646,0.00007956573,0.031427924,0.93920857,0.007433439,0.00063498673,0.020121371],"study_design_scores_gemma":[0.00009930674,0.00080717757,0.0031690015,0.000027582273,0.00002039978,0.00013480404,0.00007400006,0.30770692,0.6761485,0.0021457633,0.009616969,0.00004965543],"about_ca_topic_score_codex":0.00036422824,"about_ca_topic_score_gemma":0.00055033667,"teacher_disagreement_score":0.00093248766,"about_ca_system_score_codex":0.00019904018,"about_ca_system_score_gemma":0.00014152534,"threshold_uncertainty_score":0.0031194687},"labels":[],"label_agreement":null},{"id":"W2058512465","doi":"10.1007/s10584-012-0499-0","title":"Projected implications of climate change for road safety in Greater Vancouver, Canada","year":2012,"lang":"en","type":"article","venue":"Climatic Change","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo","funders":"Transport Canada","keywords":"Climate change; Precipitation; Environmental science; Metropolitan area; Collision; Extreme weather; Climatology; Geography; Physical geography; Meteorology; Geology; Oceanography","score_opus":0.04844349674135523,"score_gpt":0.2610415156016912,"score_spread":0.21259801886033597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058512465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707355,0.0012975727,0.00048984244,0.0053869933,0.00012949009,0.00004545564,0.008818922,0.000046508078,0.013049747],"genre_scores_gemma":[0.992601,0.0009274429,0.00029315084,0.00028245003,0.000021468033,0.000018061852,0.0016180553,0.0000074855834,0.004230959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996055,0.00003792851,0.000015486316,0.000035493147,0.000084247644,0.00022138585],"domain_scores_gemma":[0.99889565,0.000041026185,0.00005625253,0.000014099027,0.00074007426,0.00025288438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034503787,0.00040524316,0.00025650434,0.0008717087,0.0023960024,0.001839504,0.0007285907,0.00087233266,0.0040610903],"category_scores_gemma":[0.0009371012,0.00020874313,0.0005759842,0.0017433232,0.0004605001,0.0004911321,0.0006686479,0.0010493026,0.00028345254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055082125,0.00028328228,0.8863361,0.0003458905,0.0003933673,0.0016331483,0.0029043688,0.030794477,0.0038194798,0.003298146,0.02797575,0.041665204],"study_design_scores_gemma":[0.00006769882,0.000054923294,0.9565895,0.000121102414,0.00012070808,0.00011650993,0.00816272,0.013094973,0.00046808642,0.00055783184,0.020595264,0.00005064038],"about_ca_topic_score_codex":0.99434835,"about_ca_topic_score_gemma":0.9979965,"teacher_disagreement_score":0.026577171,"about_ca_system_score_codex":0.026577171,"about_ca_system_score_gemma":0.026467184,"threshold_uncertainty_score":0.19283181},"labels":[],"label_agreement":null},{"id":"W2059008949","doi":"10.1029/2009jd013353","title":"Horizontal cascade structure of atmospheric fields determined from aircraft data","year":2010,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":36,"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":"Intermittency; Scaling; Turbulence; Physics; Cascade; Meteorology; Statistical physics; Isotropy; Geometry; Mathematics; Optics","score_opus":0.02377455185883159,"score_gpt":0.3035463191998094,"score_spread":0.2797717673409778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059008949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99883217,0.000014343229,0.000555107,0.000007272491,9.926481e-7,0.0000061379264,0.00025342478,0.000026344103,0.00030432877],"genre_scores_gemma":[0.9991345,0.00000768716,0.0004374502,0.0000013229397,0.0000013410795,0.0000040778496,0.00037714952,0.0000030036022,0.000033634977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999803,0.000036772446,0.000015845722,0.000058325542,0.000046106405,0.00003997894],"domain_scores_gemma":[0.99914837,0.00031153826,0.00020725054,0.0001068546,0.000146552,0.000079507925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031841852,0.0001982736,0.00014996176,0.0014102121,0.00023466504,0.00032390738,0.00016571723,0.00014111232,0.00060451776],"category_scores_gemma":[0.0018024147,0.00016716906,0.00024397911,0.000618347,0.00022086123,0.00039208474,0.00024638948,0.00021888496,0.00009617621],"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":[0.00033426477,0.00015104692,0.8879727,0.000049978044,0.00015727647,0.00040793364,0.00030963036,0.04027941,0.047390014,0.0015340282,0.00055492145,0.02085887],"study_design_scores_gemma":[0.000008955759,0.000056057044,0.93147784,0.0000034577415,0.000014238919,0.000053160973,0.000050516024,0.064707585,0.0032934507,0.00021421892,0.000108329,0.000012089046],"about_ca_topic_score_codex":0.0075132865,"about_ca_topic_score_gemma":0.006155039,"teacher_disagreement_score":0.0075132865,"about_ca_system_score_codex":0.00039161224,"about_ca_system_score_gemma":0.0001358774,"threshold_uncertainty_score":0.014939129},"labels":[],"label_agreement":null},{"id":"W2059270468","doi":"10.1002/qj.550","title":"Erratum to ‘Lagrangian simulation of wind transport in the urban environment’","year":2010,"lang":"en","type":"erratum","venue":"Quarterly Journal of the Royal Meteorological Society","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Alberta","funders":"","keywords":"Lagrangian; Meteorology; Environmental science; Volume (thermodynamics); Geography; Applied mathematics; Mathematics; Physics; Thermodynamics","score_opus":0.009924145605473177,"score_gpt":0.2198466730349484,"score_spread":0.20992252742947523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059270468","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":[0.0026244684,0.0021584718,0.019743329,0.041458678,0.888674,0.00009268088,0.0059360126,0.0010923648,0.038219996],"genre_scores_gemma":[0.071746126,0.008656158,0.056973353,0.027553562,0.05472386,0.0002607536,0.024734871,0.0068258373,0.74852544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892956,0.00019565811,0.00015022072,0.00012797989,0.0005304391,0.0000662493],"domain_scores_gemma":[0.9956436,0.0009545314,0.00018011827,0.0003236062,0.0026840477,0.00021402002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017110939,0.0011570482,0.0010088601,0.0014429457,0.0013401546,0.0024527689,0.00223523,0.0024694765,0.05534539],"category_scores_gemma":[0.01395516,0.0006995238,0.00090107013,0.0015026067,0.00086778624,0.0023454342,0.0015529454,0.0033533832,0.017867496],"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":[0.000052998737,0.000012751714,0.0001478406,0.000071476796,0.000011825753,0.00016273124,0.0000301498,0.0025628323,0.00010565349,0.0041435948,0.9825822,0.010115991],"study_design_scores_gemma":[0.00007311093,0.000033335225,0.0007440646,0.00017419399,0.000026307163,0.00014510713,0.00009124141,0.008338455,0.00059458724,0.0046580583,0.9850734,0.00004817783],"about_ca_topic_score_codex":0.01626685,"about_ca_topic_score_gemma":0.026619758,"teacher_disagreement_score":0.05534539,"about_ca_system_score_codex":0.0015166829,"about_ca_system_score_gemma":0.002262077,"threshold_uncertainty_score":0.18514878},"labels":[],"label_agreement":null},{"id":"W2059492451","doi":"10.5539/enrr.v2n1p96","title":"Comparison of Four Distributions for Frequency Analysis of Wind Speed","year":2012,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quantile; Wind speed; Cumulative distribution function; Probability distribution; Inversion (geology); Wind power; Applied mathematics; Computation; Nonlinear system; Frequency distribution; Mathematics; Statistics; Mean squared error; Meteorology; Probability density function; Algorithm; Geology; Physics; Engineering","score_opus":0.06020315664199418,"score_gpt":0.3517953599673982,"score_spread":0.29159220332540403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059492451","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57734287,0.00038820945,0.410836,0.00027305703,0.00009537655,0.00020076594,0.001256807,0.003148048,0.0064587775],"genre_scores_gemma":[0.95087093,0.00023581884,0.0451482,0.000028422037,0.00003655352,0.00018897091,0.0024466082,0.00038065072,0.00066393346],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99781895,0.0008926941,0.00013447598,0.00035272865,0.00057885156,0.0002222456],"domain_scores_gemma":[0.9848273,0.0115605295,0.0005746747,0.0011145594,0.0017024459,0.0002205888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051875445,0.0006792889,0.0005201609,0.0049110954,0.00057422766,0.0011605269,0.0006108007,0.0005931242,0.0027121878],"category_scores_gemma":[0.025130128,0.00027838693,0.0013115086,0.0027402577,0.00049055216,0.0016813987,0.00067656656,0.00063672743,0.00078719057],"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":[0.0017968059,0.00033215655,0.19874169,0.0004040177,0.00051997806,0.00048025438,0.0017311753,0.28041992,0.007251642,0.017400693,0.006128305,0.48479334],"study_design_scores_gemma":[0.000102895676,0.00027127063,0.1879805,0.000108725624,0.00012616749,0.00036036156,0.0013446056,0.7900935,0.0041448376,0.010707823,0.0045996206,0.00015971668],"about_ca_topic_score_codex":0.0062793987,"about_ca_topic_score_gemma":0.0027080753,"teacher_disagreement_score":0.0062793987,"about_ca_system_score_codex":0.00091290026,"about_ca_system_score_gemma":0.0007347345,"threshold_uncertainty_score":0.027434647},"labels":[],"label_agreement":null},{"id":"W2059873222","doi":"10.1016/j.jweia.2012.03.028","title":"Sectional model investigation at high Reynolds number for a super tall building","year":2012,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; National Research Council Canada","funders":"","keywords":"Reynolds number; Mathematics; Architectural engineering; Mechanics; Engineering; Physics; Turbulence","score_opus":0.020797495279887987,"score_gpt":0.21151902691089608,"score_spread":0.19072153163100808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059873222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597104,0.00013438652,0.02166381,0.00014716433,0.000043034594,0.000052105042,0.00043555017,0.0002537275,0.017559864],"genre_scores_gemma":[0.99540544,0.00008396377,0.001697955,0.000016391616,0.0000068584577,0.000017217513,0.00012584048,0.000024193652,0.0026220197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999064,0.000023317558,0.0000042306215,0.000016399741,0.000022982626,0.000026620855],"domain_scores_gemma":[0.9997656,0.00008474289,0.0000294654,0.00003420163,0.000051557436,0.000034490586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017290543,0.0004516052,0.0005537244,0.00033807222,0.0006037382,0.0007832357,0.0006806993,0.0015138837,0.0028488352],"category_scores_gemma":[0.00043265356,0.00039251594,0.00063860114,0.00034944643,0.00038895238,0.0003814995,0.00040680805,0.0005016197,0.0003312098],"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":[0.000097554985,0.00009821496,0.0031584657,0.00003417722,0.000022783923,0.0005285221,0.00007760268,0.9817153,0.010712112,0.0014041307,0.00034437672,0.0018067814],"study_design_scores_gemma":[0.000011085733,0.00009318778,0.0027991098,0.000004279975,0.000016324959,0.000056117988,0.000061348845,0.9955462,0.0009602364,0.0001582252,0.00028157266,0.000012279262],"about_ca_topic_score_codex":0.012020346,"about_ca_topic_score_gemma":0.0074833217,"teacher_disagreement_score":0.012020346,"about_ca_system_score_codex":0.00028215078,"about_ca_system_score_gemma":0.00065602857,"threshold_uncertainty_score":0.023900747},"labels":[],"label_agreement":null},{"id":"W2060316211","doi":"10.1061/(asce)0733-9445(2006)132:11(1755)","title":"Exposure Categories and Transitions for Design Wind Loads","year":2006,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Planetary boundary layer; Surface finish; Boundary (topology); Roughness length; Surface roughness; Boundary layer; Wind profile power law; Meteorology; Mathematics; Wind speed; Environmental science; Mechanics; Mathematical analysis; Physics; Engineering; Mechanical engineering; Thermodynamics","score_opus":0.005770674245113003,"score_gpt":0.18139598083722255,"score_spread":0.17562530659210956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060316211","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":[0.40962163,0.00015355306,0.5101918,0.00027430896,0.000047907513,0.00046763383,0.0007575509,0.0019481316,0.07653744],"genre_scores_gemma":[0.92733,0.000034792785,0.068775825,0.00002599827,0.000008435881,0.00023156058,0.00043557663,0.00012512681,0.0030326422],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984767,0.00050337083,0.00009983527,0.00019287573,0.000524958,0.00020235131],"domain_scores_gemma":[0.9962024,0.0022110112,0.00029717883,0.00043006783,0.00068854867,0.00017078506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002026226,0.0003220789,0.0002309555,0.0018984708,0.0006218404,0.0016683612,0.00067974994,0.0005366315,0.0096849315],"category_scores_gemma":[0.009649652,0.00022288148,0.0003703917,0.0009443257,0.00091159734,0.0017072643,0.0010337058,0.0007349762,0.0008690432],"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":[0.0010829369,0.000398986,0.06362555,0.0003144903,0.000032718457,0.00039007,0.0048241667,0.08504776,0.011683071,0.2744443,0.006826654,0.5513293],"study_design_scores_gemma":[0.00013093966,0.0013779766,0.12610738,0.0003018359,0.000057476722,0.0005885767,0.0077226604,0.41220906,0.012077484,0.3874347,0.051761497,0.0002303713],"about_ca_topic_score_codex":0.0013505135,"about_ca_topic_score_gemma":0.0016714791,"teacher_disagreement_score":0.0096849315,"about_ca_system_score_codex":0.0007871748,"about_ca_system_score_gemma":0.00045317013,"threshold_uncertainty_score":0.032399297},"labels":[],"label_agreement":null},{"id":"W2063432393","doi":"10.1016/j.ijheatmasstransfer.2014.10.015","title":"Three-dimensional numerical model for the two-phase flow and heat transfer in condensers","year":2014,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"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":"Mechanics; Turbulence; Condenser (optics); Heat transfer; Mass transfer; Flow (mathematics); Materials science; Fluid dynamics; Two-phase flow; Thermodynamics; Two-fluid model; Conservation of mass; Physics","score_opus":0.014483324526718133,"score_gpt":0.2600946252855501,"score_spread":0.24561130075883197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063432393","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":[0.3037901,0.0009721268,0.6442605,0.0011082846,0.00048161272,0.00046479653,0.0010623056,0.0012007833,0.04665938],"genre_scores_gemma":[0.96581316,0.00044015242,0.018985568,0.000117621785,0.000073405,0.00043248525,0.00031322136,0.000101798316,0.013722586],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977857,0.000054879758,0.000014331677,0.000034716926,0.000079332065,0.000038169943],"domain_scores_gemma":[0.9996289,0.00016597369,0.000039099832,0.000030678104,0.000086360466,0.00004892968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033462804,0.0006735082,0.0011500787,0.00054485165,0.0014732716,0.0014242023,0.0015137647,0.0022596181,0.0037536481],"category_scores_gemma":[0.0011555876,0.00050011463,0.00084810547,0.00062424265,0.0015585939,0.0011125734,0.0007659522,0.0011131226,0.0005165738],"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":[0.000024360294,0.000045970046,0.00038024227,0.000026880223,0.0000073021242,0.000063239924,0.000039051418,0.9900153,0.002506601,0.0054204557,0.0001760554,0.001294417],"study_design_scores_gemma":[0.000010084506,0.000010332361,0.000114546245,0.0000020749635,0.0000021234328,0.000006313901,0.000006454096,0.9987826,0.0003185444,0.00047128415,0.00026974763,0.000005942748],"about_ca_topic_score_codex":0.01915841,"about_ca_topic_score_gemma":0.00686291,"teacher_disagreement_score":0.01915841,"about_ca_system_score_codex":0.0012888801,"about_ca_system_score_gemma":0.0019969598,"threshold_uncertainty_score":0.038093805},"labels":[],"label_agreement":null},{"id":"W2063710315","doi":"10.1115/fedsm2005-77124","title":"Energy Transfer in Nearly Isotropic Perforated-Plate Turbulence","year":2005,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"University of Windsor","funders":"","keywords":"Turbulence; Isotropy; K-epsilon turbulence model; Physics; Turbulence kinetic energy; Wind tunnel; K-omega turbulence model; Mechanics; Energy transfer; Homogeneous isotropic turbulence; Homogeneous; Computational physics; Statistical physics; Optics; Direct numerical simulation; Atomic physics; Reynolds number","score_opus":0.006469888651197638,"score_gpt":0.1886391835285994,"score_spread":0.18216929487740177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063710315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99210656,0.000040911902,0.007066672,0.00000863678,0.0000027656715,0.000003965728,0.0000102889535,0.000022642489,0.0007376633],"genre_scores_gemma":[0.9993548,0.00001721044,0.00050755404,0.0000012930192,6.92718e-7,0.0000016044517,0.000008665101,0.0000017018474,0.00010652622],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999889,0.0000117200625,0.0000040565146,0.000032303393,0.000035871257,0.00002700172],"domain_scores_gemma":[0.99986637,0.000042775308,0.00003887511,0.000018340355,0.000021692133,0.000011967943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012190228,0.00039784692,0.00023250032,0.00035009513,0.000236828,0.00046696136,0.00033085284,0.0002297745,0.00055829604],"category_scores_gemma":[0.0007121314,0.00020065182,0.00017752105,0.00032095393,0.0008106638,0.0007470834,0.0005621403,0.0002828953,0.000087613545],"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":[0.000513315,0.00015100748,0.018334655,0.00009402074,0.0000527038,0.0012252113,0.00021385303,0.27728724,0.6733653,0.0070045087,0.00007896618,0.02167917],"study_design_scores_gemma":[0.000076135024,0.0010803579,0.11136325,0.00001875261,0.000048637507,0.0007959127,0.00029168828,0.6828985,0.19648297,0.006288431,0.0005549185,0.000100429446],"about_ca_topic_score_codex":0.0006784073,"about_ca_topic_score_gemma":0.00025459903,"teacher_disagreement_score":0.0006784073,"about_ca_system_score_codex":0.0002552869,"about_ca_system_score_gemma":0.00016001244,"threshold_uncertainty_score":0.0018676519},"labels":[],"label_agreement":null},{"id":"W2063831698","doi":"10.1080/10618560600898528","title":"Progress and challenges in the development of physically-based numerical models for prediction of flow and contaminant dispersion in the urban environment","year":2006,"lang":"en","type":"article","venue":"International journal of computational fluid dynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Defence Research and Development Canada; Waterloo CFD Engineering Consulting; University of Waterloo","funders":"","keywords":"Fidelity; Scale (ratio); Computer science; Atmospheric dispersion modeling; Spatial dispersion; Environmental science; Deposition (geology); Dispersion (optics); Contamination; Urban planning; Environmental planning; Risk analysis (engineering); Operations research; Civil engineering; Systems engineering; Engineering; Business; Geography; Geology; Physics","score_opus":0.015289258458515288,"score_gpt":0.22340089806584734,"score_spread":0.20811163960733206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063831698","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":[0.078951396,0.004696646,0.90049064,0.0064580236,0.00032797767,0.00013055658,0.00024469232,0.0010170798,0.007683053],"genre_scores_gemma":[0.60212594,0.0076029724,0.3851606,0.00040399513,0.00044331994,0.00025707966,0.0005408105,0.00020055573,0.003264744],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99818844,0.00077306153,0.00015357186,0.00017885721,0.0006213465,0.000084614374],"domain_scores_gemma":[0.993222,0.0037973223,0.0003592348,0.0008812109,0.0015273143,0.00021292221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005515446,0.0008236985,0.0011042951,0.0006370613,0.0008011406,0.0033985563,0.0023341165,0.0023839443,0.00113057],"category_scores_gemma":[0.013603422,0.0008533628,0.001099454,0.00061550445,0.001788529,0.003410148,0.0014674412,0.0024393687,0.0005213751],"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":[0.00002653074,0.00007839096,0.0025171307,0.00010394409,0.000044568464,0.000023695748,0.00011297216,0.9521144,0.0013563209,0.013006831,0.000562096,0.0300531],"study_design_scores_gemma":[0.000007069848,0.000016081976,0.00021031128,0.000019316105,0.0000053853137,0.0000070774163,0.000022568904,0.9958326,0.00036259345,0.0017455283,0.0017618815,0.000009547477],"about_ca_topic_score_codex":0.0130127715,"about_ca_topic_score_gemma":0.006780057,"teacher_disagreement_score":0.0130127715,"about_ca_system_score_codex":0.00087075896,"about_ca_system_score_gemma":0.0024751553,"threshold_uncertainty_score":0.029168785},"labels":[],"label_agreement":null},{"id":"W2064574756","doi":"10.12989/was.2006.9.1.037","title":"Effects of upstream two-dimensional hills on design wind loads: A computational approach","year":2006,"lang":"en","type":"article","venue":"Wind and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":29,"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":"Computational fluid dynamics; CFD in buildings; Wind tunnel; Computer science; Upstream (networking); Turbulence; Wind speed; Marine engineering; Simulation; Engineering; Meteorology; Aerospace engineering; Physics","score_opus":0.005575106851315187,"score_gpt":0.19857053747888725,"score_spread":0.19299543062757207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064574756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67069477,0.00067715376,0.29706356,0.00032591657,0.00008339211,0.00012754826,0.00028859344,0.00033224802,0.030406876],"genre_scores_gemma":[0.9672291,0.00040841493,0.029267289,0.000034283443,0.00001707837,0.000051137846,0.00008326766,0.000044229408,0.0028651978],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984384,0.000039475606,0.000008720437,0.00002910821,0.00005657932,0.00002223949],"domain_scores_gemma":[0.99950194,0.00032487483,0.00006105114,0.00003995485,0.000058696405,0.000013417693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026751394,0.00040561147,0.0004144536,0.00045493367,0.00037765017,0.00070060696,0.00052940706,0.0007014925,0.001815242],"category_scores_gemma":[0.0011277813,0.00034645517,0.0006195679,0.00044077617,0.00040730066,0.00054571603,0.00052449986,0.000403546,0.00017763703],"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":[0.000035232653,0.00004952152,0.0019384762,0.00007738875,0.000010644226,0.00010984567,0.000041011695,0.98211265,0.0036034805,0.001007941,0.00014592432,0.010867947],"study_design_scores_gemma":[0.0000023417167,0.000021042995,0.0006608764,0.0000043448003,0.0000047457793,0.000012921741,0.000014082926,0.99754274,0.0013037447,0.0001804011,0.00024797866,0.0000048496936],"about_ca_topic_score_codex":0.0050156116,"about_ca_topic_score_gemma":0.0048854197,"teacher_disagreement_score":0.0050156116,"about_ca_system_score_codex":0.0004702799,"about_ca_system_score_gemma":0.0004283748,"threshold_uncertainty_score":0.009972811},"labels":[],"label_agreement":null},{"id":"W2064814516","doi":"10.1016/j.jweia.2003.09.007","title":"The foundation and the future of wind engineering of long span bridges—the contributions of Alan Davenport","year":2003,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Research Council Canada","keywords":"Aeroelasticity; Bridge (graph theory); Span (engineering); Aerodynamics; Suspension (topology); Wind engineering; Flutter; Foundation (evidence); Wind tunnel; Work (physics); Engineering; Section (typography); Structural engineering; Turbulence; Architectural engineering; Computer science; Mechanical engineering; Meteorology; Mathematics; Aerospace engineering; Physics; Law; Political science","score_opus":0.0057328953041833304,"score_gpt":0.18831806869324358,"score_spread":0.18258517338906025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064814516","genre_codex":"commentary","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":[0.0043492913,0.3025201,0.012265931,0.6155338,0.019417167,0.000011710954,0.00006522372,0.00004087977,0.045795906],"genre_scores_gemma":[0.2041868,0.6054044,0.020678265,0.046938226,0.03790952,0.000052003492,0.00008378819,0.0001191144,0.08462785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993493,0.00025032155,0.00002981615,0.000087021996,0.00021742069,0.000066207074],"domain_scores_gemma":[0.9960259,0.001915738,0.00014115854,0.00012806432,0.001156781,0.00063236576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033298116,0.0005031504,0.00041332952,0.00086021156,0.0017822371,0.0032637538,0.0008464116,0.002974477,0.0040611965],"category_scores_gemma":[0.006858336,0.00028226164,0.0002350576,0.00068601285,0.0042618676,0.00802648,0.0025408356,0.0053039044,0.00074949145],"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":[0.000056669658,0.00006726725,0.0008818798,0.00032485672,0.00001867878,0.00011138245,0.0013080963,0.0024555149,0.00036671458,0.3834395,0.48570055,0.12526895],"study_design_scores_gemma":[0.00000655617,0.000022502592,0.0003489743,0.0003798423,0.000004013061,0.00008336826,0.00088863564,0.0010760874,0.000103453,0.13778234,0.8592784,0.000025828078],"about_ca_topic_score_codex":0.0058401213,"about_ca_topic_score_gemma":0.010249908,"teacher_disagreement_score":0.0058401213,"about_ca_system_score_codex":0.0012194599,"about_ca_system_score_gemma":0.0028352812,"threshold_uncertainty_score":0.017609954},"labels":[],"label_agreement":null},{"id":"W2064844608","doi":"10.1115/1.2754325","title":"Scaling of the Wall Pressure Field Around Surface-Mounted Pyramids and Other Bluff Bodies","year":2007,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Stantec (Canada); University of Calgary","funders":"","keywords":"Scaling; Boundary layer; Geometry; Boundary layer thickness; Turbulence; Plane (geometry); Adverse pressure gradient; Reynolds number; Mechanics; Physics; Optics; Materials science; Flow separation; Mathematics","score_opus":0.006324171106719871,"score_gpt":0.21536966410528421,"score_spread":0.20904549299856434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064844608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762124,0.000012438603,0.0019288284,0.000009734796,0.0000023433197,0.0000044915364,0.000017815879,0.000029874707,0.00037314495],"genre_scores_gemma":[0.9992601,0.000010384521,0.00062669907,0.0000030985088,9.1271386e-7,0.00000191488,0.000019626517,0.0000029810292,0.00007419109],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999887,0.00000790951,0.0000032823784,0.000022201688,0.000044545533,0.000034985304],"domain_scores_gemma":[0.99973327,0.00009009201,0.00005526592,0.000032013842,0.000046465884,0.000042869662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001606017,0.00016275239,0.00020756322,0.00020852072,0.00016952372,0.00029918132,0.00022705052,0.00017922609,0.0005873778],"category_scores_gemma":[0.0006552316,0.00013718761,0.0001446439,0.00013720882,0.00060317764,0.00032006842,0.00030848745,0.0002754012,0.00008687444],"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":[0.0002254473,0.000057029407,0.011347613,0.000038846265,0.000011864855,0.0003465092,0.00022900717,0.022393314,0.95511585,0.00054912554,0.000094882416,0.009590514],"study_design_scores_gemma":[0.000052240863,0.0014664109,0.22093454,0.00001593229,0.000030163761,0.00040716454,0.0005434369,0.30698094,0.46801808,0.00076651655,0.00071967544,0.000064925334],"about_ca_topic_score_codex":0.0013067474,"about_ca_topic_score_gemma":0.00086655555,"teacher_disagreement_score":0.0013067474,"about_ca_system_score_codex":0.00022073071,"about_ca_system_score_gemma":0.00017049797,"threshold_uncertainty_score":0.0025983453},"labels":[],"label_agreement":null},{"id":"W2064938115","doi":"10.1115/1.4003293","title":"Modeling of Turbulent Atmospheric Flow Around Tubular and Lattice Meteorological Masts","year":2011,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"École de Technologie Supérieure; Nordic Life Science Pipeline (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Turbulence; Mast (botany); Meteorology; Mechanics; Wind shear; Wind speed; K-epsilon turbulence model; Anemometer; Wind power; Reynolds stress; Environmental science; Physics; Engineering","score_opus":0.011978407902247483,"score_gpt":0.17505084351584116,"score_spread":0.16307243561359366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064938115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8053734,0.00024687184,0.1893127,0.00008563331,0.00005750508,0.00007005463,0.00024559695,0.00028905572,0.0043192063],"genre_scores_gemma":[0.98291725,0.000106814565,0.01600792,0.000005838736,0.000013869054,0.00002182664,0.00010982322,0.000018468992,0.00079826807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999851,0.00003225845,0.0000112473135,0.00003745677,0.00004347362,0.000024524981],"domain_scores_gemma":[0.9998006,0.000077145574,0.000047538295,0.000014611627,0.00003527064,0.000024774186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003261748,0.00042182472,0.00047311842,0.00038551248,0.00048361992,0.00061709713,0.00049877923,0.0006119865,0.0004222852],"category_scores_gemma":[0.0006179944,0.00018502204,0.00044763467,0.00041909263,0.0005762527,0.00049125525,0.000365666,0.00024400959,0.000104191175],"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":[0.000058954913,0.000029992572,0.0035381806,0.000021046017,0.000008239082,0.00013428876,0.00004798278,0.9804166,0.010130026,0.0018126043,0.000092935654,0.0037090937],"study_design_scores_gemma":[0.0000072578746,0.000022718212,0.0010803348,0.000002092601,0.0000021712308,0.000016998512,0.000015032513,0.99796706,0.00056103343,0.00017034794,0.00015006194,0.000004812797],"about_ca_topic_score_codex":0.005463934,"about_ca_topic_score_gemma":0.0028417176,"teacher_disagreement_score":0.005463934,"about_ca_system_score_codex":0.00038694404,"about_ca_system_score_gemma":0.0005226187,"threshold_uncertainty_score":0.010864258},"labels":[],"label_agreement":null},{"id":"W2065781378","doi":"10.1061/(asce)st.1943-541x.0001007","title":"Wind Loading on Attached Canopies: Codification Study","year":2014,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Canopy; Terrain; Wind tunnel; Wind engineering; Environmental science; Scale model; Marine engineering; Wind direction; Wind speed; Scale (ratio); Meteorology; Structural engineering; Engineering; Aerospace engineering; Geography","score_opus":0.008799529771783748,"score_gpt":0.2202417372036321,"score_spread":0.21144220743184836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065781378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984944,0.000014114333,0.0006007016,0.0000017017627,0.0000015086679,0.000019518464,0.000054206997,0.0000075468724,0.0008063609],"genre_scores_gemma":[0.9977708,0.000042954973,0.0011776354,0.0000044559633,0.0000020115383,0.000014482082,0.00019843035,0.0000074064865,0.00078178756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968433,0.000024141627,0.00001847125,0.0000610603,0.00015091973,0.0000611273],"domain_scores_gemma":[0.99941695,0.00015034547,0.0000717565,0.000078058256,0.0002046903,0.000078319834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026473185,0.00042904465,0.00030883527,0.00078118185,0.00041863622,0.00054469664,0.0005312825,0.00043262632,0.003023323],"category_scores_gemma":[0.00074072904,0.00020862474,0.0002980286,0.0006794895,0.00033827146,0.00040703668,0.0004486409,0.00027673485,0.00043289736],"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":[0.0018714073,0.001535646,0.22146584,0.0007822303,0.00011034223,0.0029744995,0.0020053734,0.030090068,0.6359167,0.0006097253,0.00055575,0.1020824],"study_design_scores_gemma":[0.00003161964,0.0024217286,0.8793787,0.000048005157,0.000079302314,0.0006043514,0.0016399391,0.03486624,0.07919008,0.0001802534,0.0014929922,0.00006673627],"about_ca_topic_score_codex":0.004945669,"about_ca_topic_score_gemma":0.01129146,"teacher_disagreement_score":0.004945669,"about_ca_system_score_codex":0.00018997844,"about_ca_system_score_gemma":0.00026408397,"threshold_uncertainty_score":0.010114014},"labels":[],"label_agreement":null},{"id":"W2066113633","doi":"10.4028/www.scientific.net/amr.250-253.3187","title":"Numerical Simulation of the Natural Ventilation in Workshop with Different Air Inlet Openings","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","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":"La Cité Collégiale","funders":"","keywords":"Inlet; Natural ventilation; Computational fluid dynamics; Airflow; Turbulence; Meteorology; Ventilation (architecture); Environmental science; Air temperature; Mechanics; Marine engineering; Engineering; Mechanical engineering; Geography; Physics","score_opus":0.042569683226988474,"score_gpt":0.32080518797112306,"score_spread":0.2782355047441346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066113633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970169,0.00009899171,0.025365211,0.00008135555,0.000047599675,0.000040563555,0.000115226874,0.00012195666,0.0039599556],"genre_scores_gemma":[0.99485636,0.00005066769,0.004199901,0.000006434012,0.0000031625477,0.000028368922,0.000053876818,0.000007411056,0.0007938147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998191,0.00003449033,0.000013351619,0.000032968263,0.00004033436,0.000059832495],"domain_scores_gemma":[0.999694,0.00015075649,0.000030463274,0.000028097853,0.000051112074,0.00004549385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123721,0.00042573072,0.00068537245,0.00035743375,0.0006396104,0.00077305146,0.0006427489,0.0010692028,0.00085262395],"category_scores_gemma":[0.0006934855,0.0002594,0.00077966397,0.00035880142,0.000630417,0.00045598173,0.00052561815,0.00041745265,0.000100980185],"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":[0.0001698792,0.00008736238,0.0040410366,0.00006286322,0.000019977804,0.0003675653,0.00012065359,0.96836466,0.022197621,0.001055386,0.00009824571,0.0034148071],"study_design_scores_gemma":[0.00003730321,0.000119231576,0.0016310271,0.0000074669697,0.000013826455,0.00003697717,0.00008407282,0.9906239,0.00678201,0.0003156746,0.0003325373,0.000016047996],"about_ca_topic_score_codex":0.0065415734,"about_ca_topic_score_gemma":0.0032899696,"teacher_disagreement_score":0.0065415734,"about_ca_system_score_codex":0.00045051996,"about_ca_system_score_gemma":0.0006451956,"threshold_uncertainty_score":0.013006985},"labels":[],"label_agreement":null},{"id":"W2066303939","doi":"10.2514/2.1073","title":"Assessment and Modification of Two-Equation Turbulence Models","year":2000,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Turbulence; K-epsilon turbulence model; Turbulence modeling; K-omega turbulence model; Reynolds-averaged Navier–Stokes equations; Mechanics; Physics; Statistical physics","score_opus":0.02967341343973824,"score_gpt":0.2781541703188966,"score_spread":0.24848075687915838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066303939","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":[0.46410537,0.00034098656,0.5271002,0.000582364,0.00032795582,0.00026344424,0.0002893885,0.0015310894,0.0054592025],"genre_scores_gemma":[0.9208063,0.00014436856,0.07627781,0.0000634245,0.00004346271,0.00010143754,0.00027357283,0.00017623478,0.0021134233],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993616,0.0002666316,0.00006244529,0.000094918316,0.00016548176,0.000048960002],"domain_scores_gemma":[0.99500966,0.0028618092,0.0003782965,0.0007469478,0.0008787093,0.00012464121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020447206,0.0007470648,0.0005747799,0.00047141788,0.0004611522,0.0014709226,0.0015194077,0.0013046316,0.0009814388],"category_scores_gemma":[0.01165295,0.00035338957,0.00085808954,0.00036290634,0.00036279042,0.0017177402,0.00095743395,0.0010374815,0.00029859206],"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":[0.00027442919,0.00039921064,0.0065027517,0.00008832823,0.000088452725,0.00009863098,0.00015793536,0.92086715,0.0035329587,0.008267417,0.00067319174,0.05904947],"study_design_scores_gemma":[0.000011970648,0.000031296815,0.00035943722,0.000002217217,0.0000105896,0.0000077733675,0.0000064549463,0.9984894,0.000487822,0.00042774715,0.0001566625,0.000008651787],"about_ca_topic_score_codex":0.010015324,"about_ca_topic_score_gemma":0.006085388,"teacher_disagreement_score":0.010015324,"about_ca_system_score_codex":0.0007497271,"about_ca_system_score_gemma":0.0010088264,"threshold_uncertainty_score":0.019914031},"labels":[],"label_agreement":null},{"id":"W2066557620","doi":"10.1155/2012/251543","title":"Proposed Configurations for the Use of Smart Dampers with Bracings in Tall Buildings","year":2012,"lang":"en","type":"article","venue":"Smart Materials Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Damper; Lever; Structural engineering; Engineering; Flexural strength; Controller (irrigation); Mechanism (biology); Reduction (mathematics); Vibration; Vibration control; Mechanical engineering; Acoustics","score_opus":0.10121731140186176,"score_gpt":0.32650378355365417,"score_spread":0.22528647215179243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066557620","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":[0.3485448,0.0006247482,0.64029914,0.00015137004,0.00015454748,0.00025421323,0.00010490818,0.002388092,0.007478234],"genre_scores_gemma":[0.9537192,0.00008490209,0.044324838,0.00002010721,0.00001496286,0.00007697671,0.000032596385,0.000016768878,0.00170962],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980694,0.00004041588,0.000015705536,0.000046584362,0.00005772713,0.000032667784],"domain_scores_gemma":[0.9997874,0.00003353342,0.000047925958,0.00005220922,0.000048559566,0.000030452846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019519968,0.0005669449,0.00031798196,0.00034922812,0.00022358833,0.00029410794,0.00092290406,0.0004948987,0.0028039077],"category_scores_gemma":[0.0003045584,0.00020029706,0.00019805101,0.0001199984,0.00028405123,0.00038562663,0.0003120902,0.00025526356,0.00049900345],"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":[0.00067432184,0.0001759145,0.0022759621,0.00053391367,0.000059688184,0.00063884706,0.00031113846,0.054849174,0.7665534,0.009990853,0.00090750173,0.16302937],"study_design_scores_gemma":[0.00053877867,0.0046908534,0.017281083,0.00015721076,0.00026037105,0.0024221782,0.00048378945,0.45595053,0.46798262,0.007853154,0.042083357,0.0002960551],"about_ca_topic_score_codex":0.0003221142,"about_ca_topic_score_gemma":0.00062120537,"teacher_disagreement_score":0.0028039077,"about_ca_system_score_codex":0.00011597362,"about_ca_system_score_gemma":0.00016032309,"threshold_uncertainty_score":0.009380043},"labels":[],"label_agreement":null},{"id":"W2068259203","doi":"10.1021/ct2002623","title":"Using the Wimley–White Hydrophobicity Scale as a Direct Quantitative Test of Force Fields: The MARTINI Coarse-Grained Model","year":2011,"lang":"en","type":"article","venue":"Journal of Chemical Theory and Computation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":53,"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 Calgary","funders":"Alberta Heritage Foundation for Medical Research; Western Canada Research Grid","keywords":"Scale (ratio); Test (biology); Computer science; Force field (fiction); Nanotechnology; Materials science; Physics; Artificial intelligence; Geology","score_opus":0.03186416192855575,"score_gpt":0.26949360904802966,"score_spread":0.23762944711947392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068259203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8587534,0.00040423655,0.1301165,0.0005712935,0.00008940612,0.0001610024,0.0005436213,0.0004562729,0.008904305],"genre_scores_gemma":[0.95339954,0.00021611774,0.04437423,0.00010625658,0.000020777468,0.00031590756,0.00038418642,0.00014714651,0.0010357711],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998004,0.000058432397,0.000009369642,0.00002125914,0.000066814806,0.000043697284],"domain_scores_gemma":[0.99934703,0.00033466922,0.00006006695,0.00012604959,0.00007743696,0.000054735774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083821424,0.0005381823,0.0005282757,0.00053557375,0.000610188,0.000533085,0.001203713,0.00080145564,0.0012585046],"category_scores_gemma":[0.0022656603,0.0002444588,0.0005797192,0.00039914704,0.00061620405,0.0008840005,0.00047351862,0.00078957813,0.00014928463],"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":[0.00010304058,0.00008073921,0.001413966,0.000046675454,0.000034925673,0.00007730442,0.000058561778,0.96791863,0.0091973115,0.01613023,0.00036110726,0.0045775156],"study_design_scores_gemma":[0.0000118588505,0.000025464351,0.00027428893,0.0000026750351,0.0000025534616,0.0000039366882,0.0000053688977,0.99685955,0.0012052639,0.0014448739,0.00015889226,0.000005266721],"about_ca_topic_score_codex":0.008338328,"about_ca_topic_score_gemma":0.0046939347,"teacher_disagreement_score":0.008338328,"about_ca_system_score_codex":0.00089585077,"about_ca_system_score_gemma":0.0008810451,"threshold_uncertainty_score":0.016579568},"labels":[],"label_agreement":null},{"id":"W2068508502","doi":"10.1007/s12273-011-0035-6","title":"Impact of non-uniform urban surface temperature on pollution dispersion in urban areas","year":2011,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Canyon; Dispersion (optics); Airflow; Environmental science; Street canyon; Flow (mathematics); Thermal; Meteorology; Urban heat island; Computational fluid dynamics; Pollution; Mechanics; Atmospheric sciences; Geography; Geology; Thermodynamics; Geomorphology; Physics","score_opus":0.013885780043569225,"score_gpt":0.2558226028304514,"score_spread":0.24193682278688217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068508502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986966,0.000019692674,0.0006941933,0.0000190732,0.000006928354,0.0000061832393,0.00004232644,0.000011908451,0.000503095],"genre_scores_gemma":[0.9995722,0.00001617129,0.00024008828,0.00000309711,0.000002043887,0.000004280228,0.00003499691,0.000004457665,0.00012255565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995983,0.00016552207,0.000024565266,0.00006728319,0.00004721848,0.000097099146],"domain_scores_gemma":[0.9965056,0.0027131196,0.00017772189,0.00019246046,0.00026439552,0.00014662567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006699338,0.00054610753,0.00061241334,0.00043075436,0.00071460253,0.00092380616,0.00052425946,0.00091072574,0.00084704097],"category_scores_gemma":[0.0031981983,0.00042117503,0.00070005364,0.0006568725,0.0006848491,0.0009472255,0.0005840328,0.0005615558,0.000079703175],"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":[0.0003471702,0.00030093695,0.019961823,0.000032764598,0.000052344996,0.00008978309,0.000055350007,0.9750206,0.001727858,0.00031891852,0.000072741306,0.0020198],"study_design_scores_gemma":[0.000043793938,0.00020730171,0.012785747,0.000004190498,0.00003990546,0.000014242345,0.000119808494,0.9843833,0.002168865,0.00015689645,0.00006057949,0.000015419075],"about_ca_topic_score_codex":0.037981417,"about_ca_topic_score_gemma":0.023469001,"teacher_disagreement_score":0.037981417,"about_ca_system_score_codex":0.000787568,"about_ca_system_score_gemma":0.00063864706,"threshold_uncertainty_score":0.075520694},"labels":[],"label_agreement":null},{"id":"W2070291389","doi":"10.1016/j.jweia.2006.09.001","title":"Wind-tunnel and field investigation of the effect of local wind direction on speed-up over hills","year":2006,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Federal Aviation Administration; Electric Power Research Institute","keywords":"Wind speed; Wind gradient; Meteorology; Terrain; Log wind profile; Wind profile power law; Geology; Wind tunnel; Planetary boundary layer; Wind direction; Hypersonic wind tunnel; Wind shear; Field (mathematics); Geodesy; Geometry; Mechanics; Mathematics; Physics; Geography; Turbulence","score_opus":0.0060087872186379366,"score_gpt":0.17943438133657705,"score_spread":0.17342559411793912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070291389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99945337,0.000009681144,0.00011342571,0.0000038458797,0.0000021196654,0.000006363822,0.000084461826,0.000011744891,0.00031490801],"genre_scores_gemma":[0.999616,0.000010553029,0.00012361279,0.0000024055923,8.908531e-7,0.0000038119558,0.00008704746,0.0000025519607,0.00015307275],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999279,0.000015370346,0.000005781866,0.000013778836,0.000015831476,0.000021275479],"domain_scores_gemma":[0.99914,0.00035179482,0.00006784002,0.00006776546,0.00024502646,0.00012748216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033984808,0.00022452614,0.00036435534,0.00033627969,0.00044296717,0.000329336,0.000261429,0.0003458671,0.0013928781],"category_scores_gemma":[0.00065055327,0.00022513389,0.00023860882,0.0003591474,0.0002898354,0.00030696683,0.00014922999,0.00032173056,0.0001324205],"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":[0.010849159,0.0045503955,0.3801052,0.00051215634,0.00023329085,0.001820495,0.0011648001,0.07094493,0.49270377,0.0005454656,0.0014099661,0.035160314],"study_design_scores_gemma":[0.00030679218,0.002848408,0.91541773,0.000026210924,0.00010058997,0.00026459526,0.000824516,0.05465227,0.024737628,0.000120885496,0.0006375995,0.00006276285],"about_ca_topic_score_codex":0.0071913567,"about_ca_topic_score_gemma":0.010239532,"teacher_disagreement_score":0.0071913567,"about_ca_system_score_codex":0.00018139959,"about_ca_system_score_gemma":0.00029728966,"threshold_uncertainty_score":0.0142989755},"labels":[],"label_agreement":null},{"id":"W2070485682","doi":"10.1016/j.atmosenv.2014.08.052","title":"Spatial variability of carbon dioxide in the urban canopy layer and implications for flux measurements","year":2014,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences; Canada Foundation for Innovation","keywords":"Environmental science; Eddy covariance; Mixing ratio; Atmospheric sciences; Flux (metallurgy); Advection; Daytime; Meteorology; Spatial variability; Statistics; Geography; Materials science; Mathematics; Physics","score_opus":0.014475715029870252,"score_gpt":0.21299619747900983,"score_spread":0.19852048244913958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070485682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972664,0.00020887404,0.0014188434,0.0000612246,0.0000065674353,0.0000037149596,0.0003126145,0.000016639626,0.00070519804],"genre_scores_gemma":[0.9993938,0.000053965454,0.00035967038,0.0000041037974,0.0000049020427,0.0000035264948,0.00011942084,0.000004123834,0.000056526245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976593,0.000082441235,0.000013718065,0.00007240625,0.00003327457,0.000032278913],"domain_scores_gemma":[0.9989629,0.0006468751,0.000085309424,0.00008956949,0.00019021178,0.000025272766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007955529,0.0001943647,0.00023155194,0.0007909268,0.00047347008,0.0006347876,0.00035856548,0.00034853866,0.00044768615],"category_scores_gemma":[0.0016459973,0.00020058641,0.00020054223,0.0013387697,0.00033188146,0.0008409759,0.00024456604,0.00017143876,0.000066130924],"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":[0.00072600564,0.0001465925,0.9284529,0.00009381499,0.00011270044,0.0001926279,0.0005619114,0.017160127,0.031030245,0.0010053526,0.00036965884,0.020148082],"study_design_scores_gemma":[0.000011264835,0.00003735048,0.9745302,0.000010010909,0.000051469688,0.000096394375,0.00044358033,0.019760506,0.0043328167,0.00033488852,0.00037640554,0.000015202329],"about_ca_topic_score_codex":0.036177065,"about_ca_topic_score_gemma":0.033173237,"teacher_disagreement_score":0.036177065,"about_ca_system_score_codex":0.00043860593,"about_ca_system_score_gemma":0.0002844675,"threshold_uncertainty_score":0.07193297},"labels":[],"label_agreement":null},{"id":"W2071214121","doi":"10.1016/j.ijthermalsci.2007.06.007","title":"Effective cooling of stacked heat-generating bodies in a large room: Comparison between floor and side-wall air injection","year":2007,"lang":"en","type":"article","venue":"International Journal of Thermal Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cooling tower; Inlet; Mechanics; Materials science; Turbulence; Heat transfer; Tower; Flow (mathematics); Airflow; Thermodynamics; Mechanical engineering; Structural engineering; Physics; Engineering","score_opus":0.016615960334659702,"score_gpt":0.29738564587582034,"score_spread":0.28076968554116066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071214121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933328,0.00007771272,0.0054686232,0.000008715841,0.000013598621,0.0000067929427,0.000014811109,0.000052452335,0.0010245248],"genre_scores_gemma":[0.99863464,0.000020296326,0.0010941772,0.0000021764492,0.0000030669914,0.0000026050127,0.000013094636,0.0000116090405,0.00021830328],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998759,0.000029502537,0.0000050981816,0.00001749949,0.000036931247,0.000034986148],"domain_scores_gemma":[0.99935526,0.00034213474,0.00004238462,0.00005593858,0.00014550504,0.000058824684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003119534,0.00022682287,0.00063207065,0.00025650926,0.00042297816,0.00048155722,0.00032491842,0.00025890314,0.0015172448],"category_scores_gemma":[0.0006781869,0.00016744985,0.00029152067,0.00020614042,0.0005033353,0.00035200108,0.00034412296,0.00024830774,0.000119313125],"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":[0.005043138,0.00040180126,0.02210304,0.0002671518,0.00006887915,0.0002768611,0.0003569835,0.09732234,0.7931361,0.0013278355,0.00036587354,0.07932991],"study_design_scores_gemma":[0.00020978377,0.0043755732,0.054764204,0.000025884292,0.00021076346,0.00021961042,0.00031672043,0.31732035,0.62101966,0.0003957465,0.0011002566,0.00004144104],"about_ca_topic_score_codex":0.0010367216,"about_ca_topic_score_gemma":0.0012959483,"teacher_disagreement_score":0.0015172448,"about_ca_system_score_codex":0.00019644527,"about_ca_system_score_gemma":0.0003020839,"threshold_uncertainty_score":0.0050756335},"labels":[],"label_agreement":null},{"id":"W2071279271","doi":"10.2495/sdp-v7-n4-428-445","title":"A novel method for defining hourly background no<sub>2</sub>and pm<sub>10</sub>concentrations for use in local air quality modelling studies and comparison to exisiting practises","year":2012,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Air quality index; Quality (philosophy); Environmental science; Air pollution; Waste management; Meteorology; Engineering; Geography; Chemistry; Physics; Organic chemistry","score_opus":0.09626913494172144,"score_gpt":0.3585602194344771,"score_spread":0.2622910844927556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071279271","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":[0.030223574,0.00021314886,0.9635847,0.00004890255,0.00015267356,0.00012592417,0.0009733405,0.0022697384,0.0024080013],"genre_scores_gemma":[0.17054345,0.00025795292,0.82330906,0.000059876777,0.000035269335,0.00026674292,0.00124353,0.0003001987,0.003983945],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948126,0.00008668186,0.00003227163,0.00016224664,0.00021136506,0.000026165484],"domain_scores_gemma":[0.99928206,0.00019631283,0.00012598853,0.00009464701,0.0002788391,0.000022094082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006988791,0.0004719106,0.00044193803,0.0007573453,0.0002129647,0.0007314553,0.00090939994,0.00063122687,0.0023915377],"category_scores_gemma":[0.0019303986,0.00026352736,0.0004511629,0.00079925533,0.00021428314,0.0007093439,0.00044850537,0.0007376306,0.0008471826],"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":[0.00053569535,0.00026202467,0.022886239,0.00071725954,0.000123201,0.00015153924,0.0003378962,0.033534747,0.21817833,0.0067685866,0.008799155,0.7077053],"study_design_scores_gemma":[0.00010535369,0.0010644705,0.053593386,0.000103625905,0.0001692719,0.0010721907,0.00026904495,0.70079845,0.19043735,0.004509651,0.047630183,0.00024696416],"about_ca_topic_score_codex":0.0017712109,"about_ca_topic_score_gemma":0.0029141924,"teacher_disagreement_score":0.0023915377,"about_ca_system_score_codex":0.00038823817,"about_ca_system_score_gemma":0.0006022551,"threshold_uncertainty_score":0.008000493},"labels":[],"label_agreement":null},{"id":"W2072253599","doi":"10.1002/cjce.22024","title":"Development and experimental validation of a computational model for the analysis of transient events in a natural gas distribution network","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Leakage (economics); Mechanics; Transient (computer programming); Natural gas; Compressibility; Network model; Computational fluid dynamics; Work (physics); Flow (mathematics); Pipe network analysis; Transient flow; Simulation; Materials science; Computer science; Mechanical engineering; Engineering; Physics; Meteorology","score_opus":0.0074744092140620975,"score_gpt":0.1926704468139177,"score_spread":0.18519603759985562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072253599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76116043,0.00015210427,0.22689797,0.00019710767,0.000107130036,0.0005162899,0.00085811614,0.0015265993,0.008584251],"genre_scores_gemma":[0.96048486,0.00011733565,0.037393264,0.000019598921,0.0000060474927,0.00028007402,0.0003864063,0.00006248146,0.0012498287],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996997,0.000058716192,0.000020404286,0.00005044636,0.00012879263,0.000041907704],"domain_scores_gemma":[0.9992223,0.00035174846,0.000071149465,0.00012986532,0.00018520672,0.000039707054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056179595,0.00054576277,0.00065500307,0.00043277707,0.000564636,0.00081831444,0.0013644939,0.00083774474,0.001253116],"category_scores_gemma":[0.0016484886,0.0003216717,0.0003902467,0.00042101927,0.00065569044,0.00068860245,0.00048370677,0.0005812667,0.00022577726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011610549,0.00020128227,0.0032703164,0.00007130107,0.000010534835,0.00009865762,0.00008788424,0.97001183,0.016704129,0.0013647008,0.0003160939,0.0077470536],"study_design_scores_gemma":[0.000011187845,0.00004623804,0.0003759732,0.000003586434,0.0000029682662,0.0000069817593,0.000016029975,0.993989,0.005159068,0.000073107985,0.00031025542,0.0000056900917],"about_ca_topic_score_codex":0.013307918,"about_ca_topic_score_gemma":0.007337886,"teacher_disagreement_score":0.9866921,"about_ca_system_score_codex":0.0009254051,"about_ca_system_score_gemma":0.001417107,"threshold_uncertainty_score":0.026460946},"labels":[],"label_agreement":null},{"id":"W2073189336","doi":"10.1016/j.atmosenv.2013.07.028","title":"CFD simulation of near-field pollutant dispersion in the urban environment: A review of current modeling techniques","year":2013,"lang":"en","type":"review","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":540,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Dispersion (optics); Environmental science; Turbulence; Current (fluid); Pollutant; Atmospheric dispersion modeling; Flow (mathematics); Field (mathematics); Scalar (mathematics); Meteorology; Computer science; Mechanics; Engineering; Aerospace engineering; Geography; Air pollution; Mathematics; Physics; Chemistry","score_opus":0.02843486367341194,"score_gpt":0.28252446159039385,"score_spread":0.25408959791698194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073189336","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":[0.0064307624,0.88456655,0.09637266,0.0010790025,0.00091969786,0.000072128896,0.00040963886,0.00041721363,0.009732361],"genre_scores_gemma":[0.029824622,0.93622494,0.029890265,0.00022110419,0.00074887444,0.00007493227,0.0004227442,0.0000822795,0.0025103022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994622,0.00008249183,0.000077831355,0.00011018654,0.00023215725,0.000035152938],"domain_scores_gemma":[0.9990711,0.00046180733,0.000092303475,0.0000544428,0.00027856388,0.00004166964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008754928,0.0014120182,0.0024358346,0.0018745637,0.00046250634,0.0021120312,0.002372404,0.0017524284,0.0020841784],"category_scores_gemma":[0.0015156073,0.0008501982,0.0016601755,0.0031602895,0.00056707073,0.0020401797,0.0010542099,0.0012612345,0.0011271767],"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":[0.00008909112,0.00021844893,0.0028213924,0.009875883,0.0002402086,0.00018371627,0.0001661409,0.12443645,0.0043547857,0.01255525,0.009099613,0.835959],"study_design_scores_gemma":[0.00008676252,0.00035704536,0.0038515988,0.0068558985,0.00072541245,0.0011697469,0.00053025666,0.38015497,0.014639875,0.0211142,0.5700955,0.0004188044],"about_ca_topic_score_codex":0.0069371928,"about_ca_topic_score_gemma":0.0051243054,"teacher_disagreement_score":0.0069371928,"about_ca_system_score_codex":0.0006403469,"about_ca_system_score_gemma":0.0019180623,"threshold_uncertainty_score":0.013793647},"labels":[],"label_agreement":null},{"id":"W2073417631","doi":"10.1016/j.ijpvp.2010.10.006","title":"Transferability of decompression wave speed measured by a small-diameter shock tube to full size pipelines and implications for determining required fracture propagation resistance","year":2010,"lang":"en","type":"article","venue":"International Journal of Pressure Vessels and Piping","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Alliance Canada; Nova Chemicals (Canada)","funders":"","keywords":"Tearing; Mechanics; Fracture (geology); Materials science; Internal pressure; Surface roughness; Surface finish; Fracture mechanics; Tube (container); Structural engineering; Composite material; Engineering; Physics","score_opus":0.019996272903952308,"score_gpt":0.26943372190882,"score_spread":0.24943744900486767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073417631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98645693,0.000047010326,0.012535837,0.00003698331,0.000012255848,0.00004168755,0.000114882685,0.0001592178,0.0005950965],"genre_scores_gemma":[0.99769336,0.000022719043,0.001918947,0.000008556453,0.000002931729,0.00001672726,0.000054161188,0.000014257092,0.0002682717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962735,0.00006898036,0.00003141812,0.000085416905,0.00014669358,0.000040041046],"domain_scores_gemma":[0.996739,0.0020060188,0.00032004845,0.0003109198,0.00049201015,0.00013191905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006490391,0.00033867388,0.00027098792,0.00049998093,0.00037348538,0.00031808202,0.00062719436,0.00060477393,0.001945204],"category_scores_gemma":[0.0043351436,0.00030350708,0.00021549978,0.00024980397,0.0006776132,0.0007551832,0.00039958145,0.000703203,0.00025212302],"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":[0.001479836,0.00018107181,0.0100660315,0.00006354267,0.000008846208,0.00013085095,0.00022893856,0.004341678,0.97107476,0.00032010837,0.00010688098,0.011997416],"study_design_scores_gemma":[0.0000773552,0.0027678437,0.064353675,0.000012828939,0.000027628814,0.00032612792,0.0002288903,0.03347608,0.8978978,0.0002656838,0.0005369306,0.000029138402],"about_ca_topic_score_codex":0.0011690992,"about_ca_topic_score_gemma":0.0010141486,"teacher_disagreement_score":0.001945204,"about_ca_system_score_codex":0.00042811374,"about_ca_system_score_gemma":0.00034725378,"threshold_uncertainty_score":0.006507337},"labels":[],"label_agreement":null},{"id":"W2073994493","doi":"10.4028/www.scientific.net/amr.831.124","title":"Comparison of Wind Pressure Coefficients with Wind Load Provisions","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Research Foundation of Korea","keywords":"Wind tunnel; Aerodynamics; Terrain; Roof; Mathematics; Pressure-sensitive paint; Wind engineering; Wind speed; Meteorology; Structural engineering; Environmental science; Engineering; Physics; Geography; Aerospace engineering; Cartography","score_opus":0.0345723737445101,"score_gpt":0.35484184470461,"score_spread":0.3202694709600999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073994493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827743,0.00016230303,0.011101086,0.000031244992,0.000044439355,0.000050167004,0.0012907129,0.00024944954,0.004296322],"genre_scores_gemma":[0.9948891,0.0000653043,0.0027936697,0.000010334769,0.000007757641,0.000017172597,0.0016396814,0.00006207962,0.00051497895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985008,0.0001536529,0.00011428776,0.00028456247,0.00081143895,0.00013527271],"domain_scores_gemma":[0.9961123,0.0013634515,0.00038298263,0.00044440557,0.0015799941,0.00011695358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012269906,0.00059696083,0.00034098138,0.0015992807,0.0003328952,0.0007577802,0.0006510138,0.0006180115,0.0011400221],"category_scores_gemma":[0.0062859897,0.00035061518,0.00026967758,0.001556036,0.00029866604,0.0014999605,0.00046749847,0.0004706375,0.00043218362],"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":[0.001105049,0.00046196437,0.5254367,0.00046147322,0.00020079558,0.0008629269,0.00054842234,0.21471655,0.09367459,0.0011031032,0.0027398663,0.1586886],"study_design_scores_gemma":[0.000051687945,0.00036128302,0.7627381,0.00005311567,0.000066154666,0.00038167243,0.00031441345,0.1619201,0.067981094,0.00028889038,0.0056802602,0.00016324589],"about_ca_topic_score_codex":0.009579941,"about_ca_topic_score_gemma":0.010985446,"teacher_disagreement_score":0.009579941,"about_ca_system_score_codex":0.00036719395,"about_ca_system_score_gemma":0.00037569995,"threshold_uncertainty_score":0.019048333},"labels":[],"label_agreement":null},{"id":"W2074111922","doi":"10.1115/1.2243301","title":"3-D Simulation of Dividing Flows in 90deg Rectangular Closed Conduits","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Geology; Electrical conduit; Geometry; Mathematics; Engineering; Mechanical engineering","score_opus":0.010061716272393736,"score_gpt":0.22168631960255644,"score_spread":0.2116246033301627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074111922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722553,0.00009479339,0.0113295205,0.00028093156,0.000080360005,0.00004686088,0.00045300662,0.0005153614,0.014943796],"genre_scores_gemma":[0.99534935,0.00003913524,0.0024288113,0.000040888175,0.000006837533,0.000023966122,0.000113468384,0.00004405195,0.0019534163],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998386,0.000027902139,0.000007850976,0.000027302953,0.000039466817,0.000058808753],"domain_scores_gemma":[0.99917185,0.0004923764,0.000062507665,0.000044026005,0.0001084693,0.00012075758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025946135,0.0005807791,0.0007778031,0.00047053298,0.0009862544,0.0010405717,0.00094864937,0.0019935947,0.0059988685],"category_scores_gemma":[0.0011032221,0.0004819099,0.0005655045,0.00054091436,0.0010888953,0.000581336,0.0004889195,0.0007294693,0.00033670926],"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":[0.00017592027,0.00012865262,0.0019109099,0.000031845884,0.000014040299,0.00021659971,0.00014293978,0.99056387,0.0032900195,0.0012829921,0.0004501699,0.0017919113],"study_design_scores_gemma":[0.00003382838,0.000060968945,0.0006123134,0.000005387091,0.0000057750585,0.000015017739,0.000059028527,0.99736756,0.0014047915,0.00016042129,0.00026315852,0.000011847797],"about_ca_topic_score_codex":0.018889537,"about_ca_topic_score_gemma":0.009884385,"teacher_disagreement_score":0.018889537,"about_ca_system_score_codex":0.0009812776,"about_ca_system_score_gemma":0.0011734494,"threshold_uncertainty_score":0.03755921},"labels":[],"label_agreement":null},{"id":"W2074235260","doi":"10.1081/etc-120008724","title":"LONG-RUN STRUCTURAL MODELLING","year":2002,"lang":"en","type":"article","venue":"Econometric Reviews","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":293,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Econometrics; Computer science; Economics","score_opus":0.05990883588062824,"score_gpt":0.23828042552439435,"score_spread":0.17837158964376612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074235260","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":[0.064218394,0.0045546982,0.8921726,0.0058276067,0.00021666074,0.00012610393,0.0031050008,0.0007931291,0.028985819],"genre_scores_gemma":[0.90498996,0.004514589,0.065479435,0.00048287693,0.00030990446,0.00033100432,0.0029801275,0.00017037182,0.020741735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99891376,0.0004921687,0.000062525556,0.0002655161,0.00014276472,0.00012321322],"domain_scores_gemma":[0.9976418,0.001168632,0.00060633145,0.00027828186,0.00021629994,0.000088705936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018441185,0.0006187535,0.00094176724,0.0012899872,0.0005455784,0.0024616788,0.0018402779,0.0014186112,0.009117733],"category_scores_gemma":[0.006110447,0.0003684465,0.0010617257,0.0023470894,0.00086290704,0.0021566974,0.0018702372,0.0018736181,0.0014043079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029246938,0.00006844072,0.012714982,0.00021862403,0.00040779382,0.00021967485,0.00046542927,0.22974245,0.00066869444,0.7141703,0.0036910665,0.03760329],"study_design_scores_gemma":[0.000022671557,0.00006726521,0.008295542,0.00013150675,0.00014856315,0.00014382669,0.00019535681,0.46044567,0.00024357908,0.5121311,0.01812657,0.00004824405],"about_ca_topic_score_codex":0.007412498,"about_ca_topic_score_gemma":0.013418308,"teacher_disagreement_score":0.009117733,"about_ca_system_score_codex":0.0015160879,"about_ca_system_score_gemma":0.0014218106,"threshold_uncertainty_score":0.030501842},"labels":[],"label_agreement":null},{"id":"W2074310779","doi":"10.1108/09615530410539955","title":"Effectiveness of several turbulence models in natural convection","year":2004,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Turbulence; Natural convection; Rayleigh number; Mechanics; K-epsilon turbulence model; Reynolds stress; Turbulence modeling; K-omega turbulence model; Convection; Rayleigh scattering; Heat transfer; Thermodynamics; Reynolds number; Physics; Materials science; Optics","score_opus":0.020024222018967103,"score_gpt":0.3398899243875199,"score_spread":0.31986570236855283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074310779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81792575,0.00232562,0.17369984,0.00040969433,0.00017342423,0.000099515,0.00015819818,0.0011107096,0.0040972074],"genre_scores_gemma":[0.9835031,0.00048811355,0.015362406,0.000020142339,0.000018184475,0.000039678944,0.00009596853,0.000031615145,0.0004408578],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994795,0.00019355281,0.00006155347,0.000067196765,0.00015225363,0.000045895984],"domain_scores_gemma":[0.9990305,0.00053844554,0.00013002254,0.000101550235,0.00015464713,0.00004473508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008976031,0.0007200011,0.0006895333,0.00059067097,0.0004920998,0.0011009402,0.00080472516,0.00073483156,0.00037366294],"category_scores_gemma":[0.002459378,0.00031321845,0.0010725571,0.00048159278,0.0006327074,0.0013322236,0.0005104605,0.00044499498,0.00015113947],"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":[0.00020825448,0.00008625799,0.0049270857,0.0000767646,0.000053194784,0.00008266326,0.00006476093,0.9657776,0.0065341946,0.00331683,0.00013669847,0.018735636],"study_design_scores_gemma":[0.000012602589,0.00007370564,0.0005404895,0.000008258943,0.000010827165,0.000021306872,0.0000104311275,0.996765,0.002039155,0.00036584467,0.00014149358,0.000010899603],"about_ca_topic_score_codex":0.010044229,"about_ca_topic_score_gemma":0.0049401014,"teacher_disagreement_score":0.010044229,"about_ca_system_score_codex":0.00088213093,"about_ca_system_score_gemma":0.0009868799,"threshold_uncertainty_score":0.01997149},"labels":[],"label_agreement":null},{"id":"W2074417454","doi":"10.1061/(asce)ae.1943-5568.0000132","title":"Wind-Induced Pressures on Solar Panels Mounted on Residential Homes","year":2013,"lang":"en","type":"article","venue":"Journal of Architectural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":50,"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":"Florida International University","keywords":"Roof; Wind tunnel; Wind engineering; Cladding (metalworking); Environmental science; Flat roof; Wind direction; Structural engineering; Engineering; Photovoltaic system; Wind speed; Meteorology; Geotechnical engineering; Marine engineering; Aerospace engineering; Materials science; Electrical engineering; Geography","score_opus":0.007457885638146462,"score_gpt":0.20749853756711195,"score_spread":0.2000406519289655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074417454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99962604,0.000008605926,0.00017735452,0.0000013694495,0.0000012015786,0.000002090512,0.000026433445,0.000008613463,0.00014822751],"genre_scores_gemma":[0.9996099,0.000016471058,0.00015345447,0.0000014695271,0.0000013549001,0.000002990297,0.00003925893,0.000002945841,0.00017233698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998534,0.000019955645,0.000005245219,0.000025660336,0.0000575048,0.00003834717],"domain_scores_gemma":[0.9998449,0.00004308653,0.000023563132,0.000018377274,0.000046980356,0.0000230306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102553895,0.00027670187,0.000339685,0.00031533587,0.000341063,0.00024644705,0.00021850067,0.00024280952,0.0017949091],"category_scores_gemma":[0.00027250382,0.00017560454,0.00016925109,0.00018619257,0.00032587297,0.00021957389,0.00031704752,0.0001890711,0.00028738406],"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":[0.0010189277,0.00019596498,0.040569123,0.00015822968,0.000040964915,0.0012895423,0.0008926556,0.0084903715,0.9278633,0.00015138263,0.00026730806,0.019062161],"study_design_scores_gemma":[0.00004416558,0.0012880318,0.5270928,0.000030043724,0.000058803347,0.00050928537,0.0018791766,0.023277491,0.4446963,0.0001670286,0.0009143745,0.000042600193],"about_ca_topic_score_codex":0.0006430957,"about_ca_topic_score_gemma":0.0010732526,"teacher_disagreement_score":0.0017949091,"about_ca_system_score_codex":0.000092696864,"about_ca_system_score_gemma":0.000077304874,"threshold_uncertainty_score":0.006004572},"labels":[],"label_agreement":null},{"id":"W2075819427","doi":"10.1063/1.4730431","title":"Light attenuation experiments on double diffusive plumes and fountains","year":2012,"lang":"en","type":"article","venue":"Physics of Fluids","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":false,"ca_institutions":"University of Alberta","funders":"Canadian Foundation for Climate and Atmospheric Sciences; Universities Space Research Association","keywords":"Plume; Buoyancy; Physics; Mechanics; Attenuation; Turbulence; Eddy; RADIUS; Neutral buoyancy; Meteorology; Panache; Atmospheric sciences; Optics","score_opus":0.021173710616483276,"score_gpt":0.2609951755834795,"score_spread":0.23982146496699625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075819427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974165,0.000035185156,0.0023040688,0.0000046872847,0.0000030584572,0.000010041856,0.000015470761,0.000025054736,0.00018579731],"genre_scores_gemma":[0.9965115,0.000057561338,0.0029961357,0.000010260648,0.0000029195473,0.000019309078,0.000062620275,0.000008218209,0.00033135415],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986374,0.000013710448,0.0000048994293,0.000030724845,0.00004881183,0.00003804414],"domain_scores_gemma":[0.9995098,0.00020609108,0.00009110033,0.000043226155,0.00008860013,0.000061121755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017285993,0.0002725467,0.00019670824,0.00032138935,0.00028211877,0.00019312181,0.00033720557,0.0002123388,0.00038676642],"category_scores_gemma":[0.00050333986,0.00014856992,0.00017524007,0.00020673545,0.00036833127,0.00020919622,0.0005062551,0.00041383595,0.000054048593],"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":[0.00014312146,0.00008225534,0.0025225754,0.000021229009,0.0000069342377,0.000081062,0.00017340921,0.0015140331,0.9923556,0.00012453312,0.000020391493,0.0029547703],"study_design_scores_gemma":[0.00006693683,0.0011447165,0.038303804,0.000009105879,0.00002007475,0.00017422752,0.00018754754,0.04405376,0.91518706,0.0001914864,0.0006281538,0.00003305395],"about_ca_topic_score_codex":0.0044147572,"about_ca_topic_score_gemma":0.003225388,"teacher_disagreement_score":0.0044147572,"about_ca_system_score_codex":0.00033912054,"about_ca_system_score_gemma":0.00014312893,"threshold_uncertainty_score":0.008778155},"labels":[],"label_agreement":null},{"id":"W2075946347","doi":"10.1016/j.jweia.2007.02.016","title":"Exposure model for wind loading of buildings","year":2007,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Rowan Williams Davies & Irwin (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Terrain; Roughness length; Wind speed; Scale (ratio); Scale model; Surface finish; Grid; Meteorology; Wind tunnel; Wind direction; Upstream (networking); Geology; Wind profile power law; Environmental science; Marine engineering; Computer science; Geodesy; Engineering; Geography; Aerospace engineering; Cartography; Mechanical engineering","score_opus":0.01643976256644982,"score_gpt":0.21200189810074066,"score_spread":0.19556213553429083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075946347","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":[0.25853187,0.0010267722,0.7053966,0.0017482898,0.00037547786,0.0001784802,0.002033616,0.00079161866,0.029917223],"genre_scores_gemma":[0.95463514,0.000580928,0.009270614,0.0001219991,0.00011744944,0.00019368903,0.00081185723,0.00015115333,0.0341172],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995807,0.00014207186,0.000022401886,0.00008439206,0.00006814018,0.000102305065],"domain_scores_gemma":[0.9994916,0.00025256054,0.000057418736,0.00003576878,0.00010979673,0.000052772517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080760475,0.0010861228,0.0013270664,0.00077705976,0.00058645534,0.001187725,0.0020033906,0.0031546615,0.006780639],"category_scores_gemma":[0.001693908,0.0008587329,0.0012624051,0.0007323254,0.0008205617,0.0013190127,0.0011767593,0.0013030141,0.00083450956],"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":[0.00001858763,0.000030013727,0.00045340578,0.000017142569,0.000020417343,0.000056368335,0.000021468322,0.9917779,0.0003053265,0.005462198,0.00037467887,0.0014624489],"study_design_scores_gemma":[0.000006200376,0.0000079754755,0.00021349762,0.000002829989,0.0000074281284,0.000008568865,0.000011674402,0.9975829,0.000042803487,0.001938125,0.00017192996,0.0000060014145],"about_ca_topic_score_codex":0.030296482,"about_ca_topic_score_gemma":0.014345543,"teacher_disagreement_score":0.030296482,"about_ca_system_score_codex":0.0009997769,"about_ca_system_score_gemma":0.0010985767,"threshold_uncertainty_score":0.06024027},"labels":[],"label_agreement":null},{"id":"W2076072327","doi":"10.1023/b:boun.0000016496.83909.ee","title":"Concentration Fluctuation Measurements in a Plume Dispersing Through a Regular Array of Obstacles","year":2004,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":232,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Plume; Turbulence; Microscale chemistry; Range (aeronautics); Probability density function; Environmental science; Intensity (physics); TRACER; Anemometer; Gaussian; Meteorology; Computational physics; Atmospheric sciences; Optics; Physics; Materials science; Mathematics; Statistics","score_opus":0.030799033614161295,"score_gpt":0.25612025204357686,"score_spread":0.22532121842941555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076072327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987626,0.000021955115,0.0009432693,0.000009955856,0.0000040994223,0.000004191738,0.000040894793,0.000018609693,0.00019440759],"genre_scores_gemma":[0.9980171,0.000028045879,0.0016301799,0.000007794256,0.0000032073858,0.0000071204445,0.00011510724,0.00000555644,0.00018586256],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998827,0.000009095785,0.000004125686,0.000031900916,0.000041999323,0.00003011273],"domain_scores_gemma":[0.99967086,0.00010194243,0.000044353605,0.000019652982,0.00008950331,0.000073691976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001300978,0.00018860925,0.0002850977,0.0004696641,0.0005631917,0.00038137386,0.00031724374,0.00029472803,0.00028080065],"category_scores_gemma":[0.00045946246,0.00016600048,0.00017444234,0.00028334607,0.00028299136,0.00027026725,0.00025493858,0.00044638832,0.00006676476],"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":[0.0007119207,0.00018311171,0.028331945,0.00002332649,0.000023728244,0.00023896329,0.00017729474,0.0038678208,0.96191746,0.00012204316,0.000106825435,0.004295549],"study_design_scores_gemma":[0.00018162117,0.0023907772,0.23190938,0.00001369918,0.000107047315,0.0006101335,0.00063960894,0.12148545,0.64148664,0.00019856289,0.0008886886,0.00008828242],"about_ca_topic_score_codex":0.0068370784,"about_ca_topic_score_gemma":0.0049756104,"teacher_disagreement_score":0.0068370784,"about_ca_system_score_codex":0.00028230145,"about_ca_system_score_gemma":0.000255761,"threshold_uncertainty_score":0.013594568},"labels":[],"label_agreement":null},{"id":"W2077571603","doi":"10.1115/ipc2012-90345","title":"Investigation of the Effects of Pipe Wall Roughness and Pipe Diameter on the Decompression Wave Speed in Natural Gas Pipelines","year":2012,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Chemicals (Canada)","funders":"Australian Government","keywords":"Decompression; Surface roughness; Tube (container); Surface finish; Shock wave; Materials science; Pipeline transport; Shock tube; Mechanics; Composite material; Mechanical engineering; Engineering; Physics","score_opus":0.01373083876332312,"score_gpt":0.21420029802658516,"score_spread":0.20046945926326204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077571603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681395,0.00006093098,0.0028300472,0.000009880755,0.0000020910047,0.0000062736276,0.000029081672,0.000030095069,0.00021751826],"genre_scores_gemma":[0.9993418,0.000040696526,0.00050791254,0.0000013101379,5.2040076e-7,0.0000022791821,0.000019889098,0.0000029039802,0.00008282147],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989855,0.000015858906,0.0000066590023,0.000018826078,0.000033325385,0.000026653137],"domain_scores_gemma":[0.99964786,0.00022602253,0.000046075074,0.000018123035,0.0000470304,0.000014805788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019435523,0.00026546812,0.00027889566,0.00021073833,0.00015168391,0.00021967798,0.00016976359,0.00028608416,0.0002625603],"category_scores_gemma":[0.0006654134,0.00024319251,0.00029316035,0.00014071634,0.0002829374,0.0002360568,0.00017176813,0.00022370392,0.0000521025],"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":[0.0005573183,0.00013750311,0.02278934,0.00017788948,0.000035045992,0.00047168668,0.00018104773,0.34727964,0.6158348,0.00031776866,0.00010762053,0.012110371],"study_design_scores_gemma":[0.00004611622,0.0006709714,0.03799399,0.000009900901,0.00003957959,0.00009076644,0.00009743567,0.7468988,0.21368746,0.00009240619,0.00033127452,0.000041389238],"about_ca_topic_score_codex":0.0047457605,"about_ca_topic_score_gemma":0.0031027202,"teacher_disagreement_score":0.0047457605,"about_ca_system_score_codex":0.00030146734,"about_ca_system_score_gemma":0.0002475834,"threshold_uncertainty_score":0.00943625},"labels":[],"label_agreement":null},{"id":"W2078283509","doi":"10.1007/s10546-004-2122-z","title":"Internal Boundary Layers: I. Height Formulae for Neutral and Diabatic Flows","year":2005,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boundary layer; Diabatic; Mechanics; Roughness length; Turbulence; Advection; Scaling; Boundary layer thickness; Mean flow; Geometry; Meteorology; Mathematics; Physics; Wind speed; Adiabatic process; Thermodynamics; Wind profile power law","score_opus":0.013116869476429099,"score_gpt":0.24394604731700315,"score_spread":0.23082917784057405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078283509","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":[0.030501058,0.0036544774,0.8907715,0.0005417705,0.0007651403,0.00011406803,0.0022269466,0.0014982634,0.0699267],"genre_scores_gemma":[0.64783347,0.004732832,0.31197417,0.00044098732,0.00073361717,0.00029012118,0.0023971412,0.0017402368,0.02985753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99977404,0.000027859789,0.000014491784,0.000023118635,0.00012860609,0.000031847052],"domain_scores_gemma":[0.9997452,0.000074384065,0.000029965673,0.000049095845,0.00008484491,0.00001654491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005119765,0.00040602096,0.00020931773,0.00069913693,0.0002609387,0.00097121147,0.0010749537,0.00042952015,0.0036044165],"category_scores_gemma":[0.0021544881,0.0001962034,0.0003473791,0.0006748446,0.00047203412,0.0010536496,0.0006831257,0.0010080679,0.001439642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075511656,0.000052574906,0.0037047004,0.00029510472,0.000029068586,0.00008138473,0.000283726,0.046346277,0.013645455,0.60519356,0.025404125,0.30488843],"study_design_scores_gemma":[0.00008238171,0.00007326007,0.011676286,0.0002604883,0.000080490994,0.00021641958,0.00015826273,0.5015677,0.024119923,0.35392323,0.10775712,0.00008442417],"about_ca_topic_score_codex":0.0015795586,"about_ca_topic_score_gemma":0.0011533365,"teacher_disagreement_score":0.0036044165,"about_ca_system_score_codex":0.00037530868,"about_ca_system_score_gemma":0.0003720568,"threshold_uncertainty_score":0.01205796},"labels":[],"label_agreement":null},{"id":"W2078304105","doi":"10.1061/40889(201)9","title":"The Impact of Exposure on Wind Loading of Low Buildings","year":2006,"lang":"en","type":"article","venue":"Structures Congress 2006","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Terrain; Fetch; Interpolation (computer graphics); Wind speed; Building code; Surface finish; Meteorology; Roughness length; Current (fluid); Environmental science; Contrast (vision); Structural engineering; Marine engineering; Computer science; Engineering; Geology; Wind profile power law; Geography; Mechanical engineering; Telecommunications","score_opus":0.0046984309228289296,"score_gpt":0.22763906441011347,"score_spread":0.22294063348728455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078304105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98391724,0.00009806682,0.0029012782,0.00008002569,0.000017756243,0.000016864073,0.0002363761,0.000051603613,0.012680755],"genre_scores_gemma":[0.9987023,0.0000392326,0.0002463457,0.000009186757,0.000005302395,0.000003965743,0.00013796698,0.000022195272,0.000833529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886453,0.0002553522,0.000048432645,0.00012987826,0.00043791923,0.0002638143],"domain_scores_gemma":[0.9976174,0.00086986134,0.00030034268,0.0002369735,0.0006214091,0.00035404746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047522876,0.0003692357,0.0002746489,0.00048272064,0.00049224426,0.0014143714,0.00034968538,0.00038393357,0.0074887956],"category_scores_gemma":[0.0032605755,0.00020531833,0.0002727435,0.00037979815,0.00050590193,0.00067185034,0.001296213,0.00049420807,0.0011129333],"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":[0.0018831664,0.00057712715,0.6303281,0.0003455542,0.00014995874,0.0028055203,0.0021977825,0.15170886,0.062436245,0.0075607887,0.003355505,0.13665137],"study_design_scores_gemma":[0.000022585007,0.0010627905,0.9284738,0.00007101861,0.00008706444,0.00067751564,0.0028049485,0.03955513,0.018987287,0.003483857,0.0046921885,0.00008190555],"about_ca_topic_score_codex":0.0044031614,"about_ca_topic_score_gemma":0.0042679342,"teacher_disagreement_score":0.0074887956,"about_ca_system_score_codex":0.00059150707,"about_ca_system_score_gemma":0.0002953891,"threshold_uncertainty_score":0.025052488},"labels":[],"label_agreement":null},{"id":"W2079697780","doi":"10.2495/sdp-v10-n2-203-216","title":"Wind tunnel study of gas dispersion from ground source on a single building","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministerstvo Vnitra České Republiky","keywords":"Wind tunnel; Environmental science; Dispersion (optics); Meteorology; Engineering; Aerospace engineering; Physics; Optics","score_opus":0.024095408782406482,"score_gpt":0.24715571643713086,"score_spread":0.22306030765472437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079697780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999308,0.000006847557,0.0004764933,0.0000026263274,0.0000015722306,0.000005886446,0.00004624506,0.000009064015,0.00014331579],"genre_scores_gemma":[0.99899215,0.00001680739,0.0007098914,0.00000199913,9.4456635e-7,0.0000071587233,0.00009748587,0.000002567737,0.00017090877],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998716,0.000022438215,0.0000057761013,0.000030617648,0.00004372541,0.000025907437],"domain_scores_gemma":[0.9995433,0.00016953044,0.000055112378,0.00004925658,0.00011980912,0.000062972256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029687866,0.0002964677,0.0003253254,0.0003163808,0.0002765104,0.00018510781,0.00029623913,0.00028667334,0.0006255205],"category_scores_gemma":[0.000291868,0.0001462941,0.00022031019,0.0002320065,0.00020162608,0.00024235551,0.00022757784,0.00024922445,0.00007285906],"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":[0.0020282327,0.0020490002,0.07571895,0.00024411891,0.00013001954,0.0014271633,0.0008586571,0.06532204,0.83458424,0.0004743497,0.0003030507,0.016860249],"study_design_scores_gemma":[0.00036044623,0.024018785,0.33379507,0.00007827213,0.00025473174,0.0009693247,0.0019511256,0.22834587,0.40826994,0.00045133446,0.0013545194,0.00015059892],"about_ca_topic_score_codex":0.0017514103,"about_ca_topic_score_gemma":0.0026079775,"teacher_disagreement_score":0.0017514103,"about_ca_system_score_codex":0.000112738344,"about_ca_system_score_gemma":0.00020548224,"threshold_uncertainty_score":0.003482461},"labels":[],"label_agreement":null},{"id":"W2080129268","doi":"10.1121/1.4783224","title":"Numerical simulation of sonic boom propagation through atmospheric turbulence.","year":2008,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sonic boom; Turbulence; Physics; Meteorology; Mechanics; K-omega turbulence model; K-epsilon turbulence model; Geology; Supersonic speed","score_opus":0.012759679260827494,"score_gpt":0.2353946029368458,"score_spread":0.2226349236760183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080129268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84314543,0.0005271588,0.122430995,0.0008457679,0.00024811924,0.00016365682,0.0014491796,0.0008171176,0.03037261],"genre_scores_gemma":[0.9739292,0.00012787413,0.022526396,0.000053046828,0.000015909207,0.00011668739,0.00047518662,0.000045897435,0.002709761],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985373,0.000031242744,0.000008312123,0.000019496505,0.000047660942,0.000039492228],"domain_scores_gemma":[0.99942565,0.00032770899,0.000046663557,0.000035111618,0.00009927881,0.00006555861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033638277,0.0004095325,0.0006572172,0.00039339875,0.0007522126,0.0006690345,0.0007769731,0.0011388394,0.002330504],"category_scores_gemma":[0.0016266047,0.0002900292,0.00042947265,0.00052749604,0.0007987642,0.00054957345,0.00070461043,0.0008423144,0.00022097497],"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":[0.00009874311,0.00006262211,0.001818104,0.000046066754,0.000024382689,0.00009542231,0.000074316245,0.9882406,0.0035211453,0.0030213234,0.0003378514,0.0026594175],"study_design_scores_gemma":[0.000019780777,0.000019730416,0.00029363926,0.0000029312498,0.0000031371187,0.0000093272,0.000016416818,0.99839455,0.00041625064,0.00048723558,0.00033202808,0.000004932868],"about_ca_topic_score_codex":0.016846841,"about_ca_topic_score_gemma":0.008091211,"teacher_disagreement_score":0.016846841,"about_ca_system_score_codex":0.0007011791,"about_ca_system_score_gemma":0.00094001775,"threshold_uncertainty_score":0.033497572},"labels":[],"label_agreement":null},{"id":"W2081964157","doi":"10.1007/s10546-011-9595-3","title":"Dispersion Coefficients for Gaussian Puff Models","year":2011,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Defence Research and Development Canada","keywords":"Gaussian; Dispersion (optics); Linear regression; Range (aeronautics); Mathematics; Gaussian network model; Atmospheric dispersion modeling; Statistics; Statistical physics; Physics; Optics; Materials science; Chemistry","score_opus":0.038826982905500185,"score_gpt":0.2453705676111584,"score_spread":0.20654358470565823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081964157","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":[0.09542365,0.001499522,0.8881169,0.0007622892,0.0002620614,0.00008336046,0.0005735825,0.0005472069,0.01273134],"genre_scores_gemma":[0.92263615,0.0019428919,0.054033905,0.00020311808,0.00021047465,0.00022469381,0.0010058455,0.00057337317,0.01916952],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995334,0.00010144558,0.000030122224,0.00007958447,0.00017264325,0.000082822655],"domain_scores_gemma":[0.9959638,0.0023947165,0.00035381253,0.0004269986,0.0007061864,0.00015440476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018340722,0.000770052,0.00084417127,0.001994536,0.00095350086,0.0012259627,0.0014618782,0.0016508249,0.0020907142],"category_scores_gemma":[0.0154695865,0.00062729476,0.00090877665,0.0010435425,0.0008786354,0.0027204251,0.0010200411,0.0017221334,0.0005971936],"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":[0.00003117331,0.000035710564,0.0016788231,0.00006433851,0.0000382835,0.0001054485,0.00015144538,0.76041585,0.0018635474,0.21796885,0.0030680385,0.014578617],"study_design_scores_gemma":[0.000003830354,0.0000023510677,0.00029769246,0.000012821377,0.0000056636723,0.00003284226,0.00001286671,0.9603626,0.00024398675,0.03835431,0.0006538188,0.000017227547],"about_ca_topic_score_codex":0.015259451,"about_ca_topic_score_gemma":0.007979479,"teacher_disagreement_score":0.015259451,"about_ca_system_score_codex":0.0012476257,"about_ca_system_score_gemma":0.0010681353,"threshold_uncertainty_score":0.030341268},"labels":[],"label_agreement":null},{"id":"W2082154841","doi":"10.1016/j.buildenv.2015.02.015","title":"Computational Fluid Dynamics for urban physics: Importance, scales, possibilities, limitations and ten tips and tricks towards accurate and reliable simulations","year":2015,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1088,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; KU Leuven; Eidgenössische Technische Hochschule Zürich; European Cooperation in Science and Technology; Technische Universiteit Eindhoven; Concordia University","keywords":"Grand Challenges; Computational fluid dynamics; Scale (ratio); Temporal scales; Field (mathematics); Engineering; Computer science; Data science; Systems engineering; Management science; Aerospace engineering; Physics; Mathematics","score_opus":0.03060914587101244,"score_gpt":0.2415145505348857,"score_spread":0.21090540466387328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082154841","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":[0.029414961,0.093586065,0.8067014,0.048900034,0.0031796182,0.000107757136,0.00033330184,0.0009036198,0.01687327],"genre_scores_gemma":[0.42667675,0.0940562,0.46511787,0.0016709872,0.0041864496,0.00032039196,0.0002901235,0.00077285006,0.0069083767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99769443,0.0009383037,0.0001274549,0.00017015333,0.0009423386,0.00012731772],"domain_scores_gemma":[0.9870352,0.00937889,0.00037727418,0.0015823782,0.0012215305,0.00040472447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068652667,0.0011555942,0.0019895374,0.0009064258,0.001155155,0.0049207383,0.0022274929,0.0022962322,0.0024890609],"category_scores_gemma":[0.027497113,0.0011102569,0.0009588109,0.0011129603,0.007353943,0.010913867,0.0040928465,0.009340095,0.0007121928],"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":[0.00014773059,0.000115280054,0.0025541007,0.0011388111,0.00016627942,0.00009333598,0.00054385647,0.23859012,0.0027566224,0.6286208,0.0141304415,0.11114263],"study_design_scores_gemma":[0.000036823745,0.000046552457,0.00059587316,0.0003712045,0.00002672373,0.000049895938,0.0002653213,0.4189053,0.0009086644,0.5507998,0.027925365,0.00006850604],"about_ca_topic_score_codex":0.0039203702,"about_ca_topic_score_gemma":0.0035144398,"teacher_disagreement_score":0.0068652667,"about_ca_system_score_codex":0.0010782188,"about_ca_system_score_gemma":0.0019793408,"threshold_uncertainty_score":0.036307395},"labels":[],"label_agreement":null},{"id":"W2082212893","doi":"10.1089/ees.2005.0020","title":"Modeling and Simulation of Multipollutant Dispersion from a Network of Refinery Stacks Using a Multiple Cell Approach","year":2007,"lang":"en","type":"article","venue":"Environmental Engineering Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Atmospheric instability; Atmospheric dispersion modeling; Environmental science; Dispersion (optics); Sensitivity (control systems); Stack (abstract data type); Refinery; Pollutant; Wind speed; Air pollution; Stability (learning theory); Meteorology; Environmental engineering; Computer science; Engineering; Chemistry","score_opus":0.008652859212271834,"score_gpt":0.19116572849275199,"score_spread":0.18251286928048016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082212893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7594033,0.0002498188,0.2346,0.0001755184,0.00003975436,0.00007166199,0.00036703903,0.0003035805,0.004789377],"genre_scores_gemma":[0.97857773,0.0001818243,0.018750168,0.000017532484,0.000009689932,0.000092350805,0.0001783148,0.00002059395,0.0021717607],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983394,0.00004518757,0.000010740423,0.000036055786,0.00003974868,0.000034337474],"domain_scores_gemma":[0.9996166,0.0002166843,0.00005455639,0.000023139897,0.00006273326,0.000026242204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031340602,0.0006067461,0.0007383582,0.0005184013,0.0005945238,0.0008948671,0.0008036033,0.0011537321,0.0011056693],"category_scores_gemma":[0.00082235935,0.0003954777,0.0007574279,0.00059107254,0.00047384773,0.000930293,0.00055319554,0.0006624985,0.00010755019],"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":[0.000008684764,0.000009582805,0.0005903005,0.000004113342,0.0000047471317,0.000018697545,0.000009625791,0.99775666,0.0005140803,0.00039279368,0.000014139756,0.00067654566],"study_design_scores_gemma":[0.000002210964,0.000008931992,0.00009803566,6.034786e-7,0.0000020371622,0.000002674517,0.00000523617,0.9994962,0.00022492908,0.00011305388,0.000044267344,0.0000017926257],"about_ca_topic_score_codex":0.03556742,"about_ca_topic_score_gemma":0.015937846,"teacher_disagreement_score":0.03556742,"about_ca_system_score_codex":0.0009673449,"about_ca_system_score_gemma":0.00081996684,"threshold_uncertainty_score":0.07072079},"labels":[],"label_agreement":null},{"id":"W2082383410","doi":"10.1016/j.scitotenv.2004.04.072","title":"Street canyon aerosol pollutant transport measurements","year":2004,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Canyon; Street canyon; Environmental science; Aerosol; Turbulence; Meteorology; Large eddy simulation; Atmospheric sciences; Dispersion (optics); Atmospheric dispersion modeling; Air pollution; Ventilation (architecture); Geography; Geology; Cartography; Physics","score_opus":0.015405988617333761,"score_gpt":0.1994629072639773,"score_spread":0.18405691864664356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082383410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772385,0.00006842878,0.0011295155,0.000039231763,0.00003162119,0.000047019967,0.0055021057,0.00045380037,0.015489926],"genre_scores_gemma":[0.9829888,0.000115076,0.0031871772,0.00003558214,0.000029032932,0.00005365252,0.0070938165,0.00006932327,0.0064275386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997316,0.000029876637,0.000008259653,0.00005235099,0.00013182027,0.00004613073],"domain_scores_gemma":[0.99968016,0.00003130591,0.00002341978,0.000038997077,0.00018029401,0.000045779074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014379443,0.00024082627,0.00037420672,0.0007950883,0.00094373693,0.00040711765,0.00025676787,0.0005039097,0.004231258],"category_scores_gemma":[0.00027318305,0.00024964634,0.00018430893,0.00078620214,0.0001093894,0.00022238774,0.00034533467,0.00047573794,0.0014762924],"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":[0.002904271,0.001522818,0.57513463,0.00032524552,0.00033947264,0.0013843199,0.0015410683,0.013950064,0.27093416,0.001502549,0.025607118,0.104854286],"study_design_scores_gemma":[0.00014297735,0.0008807823,0.90652215,0.000022957347,0.000111227855,0.00024663875,0.00040340595,0.018105011,0.056438167,0.00014039603,0.016950283,0.000036105856],"about_ca_topic_score_codex":0.014449502,"about_ca_topic_score_gemma":0.06443041,"teacher_disagreement_score":0.014449502,"about_ca_system_score_codex":0.00032510032,"about_ca_system_score_gemma":0.00050161063,"threshold_uncertainty_score":0.02873081},"labels":[],"label_agreement":null},{"id":"W2083335342","doi":"10.1016/j.jweia.2009.10.006","title":"A 2-D numerical model of boundary-layer flow over single and multiple surface condition changes","year":2009,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Turbulence kinetic energy; Boundary layer; Turbulence; Mechanics; Dissipation; Surface roughness; Surface finish; Planetary boundary layer; Surface layer; Boundary value problem; Kinetic energy; Materials science; Classical mechanics; Thermodynamics; Physics; Mathematics; Layer (electronics); Mathematical analysis","score_opus":0.01950217774468292,"score_gpt":0.20717669556351773,"score_spread":0.18767451781883482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083335342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8010021,0.0005129011,0.15969633,0.0012923004,0.0003478352,0.00023314763,0.0015321705,0.0012001544,0.03418305],"genre_scores_gemma":[0.98438764,0.00013841703,0.0097214375,0.00009154016,0.000035842724,0.00011540594,0.00033618452,0.00006533775,0.0051081725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983037,0.000043153257,0.00001253754,0.000044114888,0.00003778215,0.00003208952],"domain_scores_gemma":[0.9996458,0.00015624976,0.000038652517,0.000039357135,0.00006523455,0.000054786662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028231923,0.0007589531,0.0009653681,0.00044191885,0.00091675954,0.0013704951,0.0014752616,0.0033719316,0.002830187],"category_scores_gemma":[0.0012499344,0.0008091461,0.00075646344,0.000549376,0.0010459048,0.0012095862,0.0007940715,0.0009626366,0.00038720804],"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":[0.000037237834,0.000041092462,0.00049220835,0.000008223117,0.0000055907462,0.000044973385,0.000017710412,0.9964024,0.0012838994,0.0007096363,0.00013947957,0.00081753026],"study_design_scores_gemma":[0.000012520536,0.000008431783,0.00015814217,0.0000011536071,0.0000017491376,0.000003484648,0.000003994685,0.9994814,0.00014693622,0.00009396961,0.00008337903,0.000004792013],"about_ca_topic_score_codex":0.027963476,"about_ca_topic_score_gemma":0.010191164,"teacher_disagreement_score":0.027963476,"about_ca_system_score_codex":0.0010337633,"about_ca_system_score_gemma":0.0010533449,"threshold_uncertainty_score":0.055601418},"labels":[],"label_agreement":null},{"id":"W2083488936","doi":"10.1016/s0167-6105(02)00155-1","title":"Interpolation of wind-induced pressure time series with an artificial neural network","year":2002,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Artificial neural network; Interpolation (computer graphics); Terrain; Series (stratigraphy); Robustness (evolution); Time series; Computer science; Algorithm; Artificial intelligence; Geology; Machine learning; Geography","score_opus":0.014786105858931682,"score_gpt":0.18471729515004565,"score_spread":0.16993118929111398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083488936","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":[0.34401584,0.00036113738,0.6504514,0.00015838476,0.00036026488,0.00008718056,0.00037801042,0.0019338432,0.0022539124],"genre_scores_gemma":[0.8756208,0.00017463138,0.12224542,0.00001571762,0.000044412012,0.000056790555,0.00037424016,0.00008281565,0.001385258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998215,0.00004838104,0.000019218623,0.000046475434,0.00004339529,0.000021091128],"domain_scores_gemma":[0.9993106,0.00030044556,0.00006171975,0.00008891595,0.00021653659,0.000021775913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086178794,0.00042082067,0.00038975803,0.0007715318,0.0003670431,0.00046288062,0.0005700331,0.00061966997,0.0017202621],"category_scores_gemma":[0.003185963,0.00032657868,0.0005049976,0.0011597241,0.00021976074,0.00064166985,0.0002983806,0.0007500773,0.00031811753],"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":[0.0008032796,0.00020782788,0.0068542697,0.00014862126,0.00007785492,0.00012894448,0.00010476385,0.78815806,0.009590541,0.0016455573,0.00087049435,0.19140977],"study_design_scores_gemma":[0.0000062528557,0.000021482094,0.0010224778,0.0000040644522,0.000005729708,0.0000075384437,0.000004471767,0.9970644,0.0015501456,0.00012560443,0.000182676,0.000005121892],"about_ca_topic_score_codex":0.008015109,"about_ca_topic_score_gemma":0.006359092,"teacher_disagreement_score":0.008015109,"about_ca_system_score_codex":0.0003839519,"about_ca_system_score_gemma":0.00048760814,"threshold_uncertainty_score":0.015936911},"labels":[],"label_agreement":null},{"id":"W2083675842","doi":"10.1061/41130(369)279","title":"Tuned Sloshing Damper for Wind-Induced Motion Control of a Tall Residential Tower","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","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":"University of Guelph; Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Tower; Stiffness; Damper; Structural engineering; Schematic; Tuned mass damper; Slosh dynamics; Wind tunnel; Engineering; Sizing; Acceleration; Environmental science; Aerospace engineering; Physics; Electrical engineering","score_opus":0.008721325553136218,"score_gpt":0.2357770474338662,"score_spread":0.22705572188073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083675842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.915904,0.000069752554,0.08074668,0.00006106119,0.000027898399,0.000058366593,0.000030438328,0.00026041752,0.0028412654],"genre_scores_gemma":[0.99497104,0.000016595977,0.0042311996,0.000005435945,0.0000032001044,0.000008817909,0.00000947291,0.000002692174,0.00075153634],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999448,0.000012189569,0.000002963275,0.000008618215,0.000020520416,0.0000109285975],"domain_scores_gemma":[0.99990344,0.000026942693,0.000023343411,0.000010457876,0.00001899707,0.00001687871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015579403,0.00016505789,0.00014949961,0.00013297572,0.00021237017,0.00014201253,0.00026838534,0.00020697627,0.0012799565],"category_scores_gemma":[0.00017035058,0.00009005357,0.00010319675,0.000049914575,0.00015263293,0.00006915731,0.00012427205,0.00013475356,0.00013459689],"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":[0.0005104615,0.00017820943,0.0013053776,0.00015108983,0.00001790082,0.00038491914,0.00022437301,0.070244275,0.8933664,0.0007191998,0.0004252986,0.03247244],"study_design_scores_gemma":[0.00023584637,0.0051318575,0.01592083,0.00003636272,0.000061836785,0.0002558045,0.00016955007,0.81244653,0.16066122,0.0003106416,0.0047262437,0.000043255826],"about_ca_topic_score_codex":0.0008781056,"about_ca_topic_score_gemma":0.0022445899,"teacher_disagreement_score":0.0012799565,"about_ca_system_score_codex":0.000087850894,"about_ca_system_score_gemma":0.00012397437,"threshold_uncertainty_score":0.0042818785},"labels":[],"label_agreement":null},{"id":"W2083684231","doi":"10.1002/1099-1794(200012)9:5<325::aid-tal169>3.0.co;2-b","title":"Field measurements of wind and structural responses of a 70-storey tall building under typhoon conditions","year":2000,"lang":"en","type":"article","venue":"The Structural Design of Tall Buildings","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Typhoon; Serviceability (structure); Wind engineering; Wind speed; Meteorology; Marine engineering; Engineering; Environmental science; Structural engineering; Geography","score_opus":0.02781401147340641,"score_gpt":0.2617708370066585,"score_spread":0.2339568255332521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083684231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994553,0.0000063392717,0.00025080092,0.0000019398883,0.0000010071276,0.000008025805,0.00008601482,0.000011069887,0.00017960671],"genre_scores_gemma":[0.99906856,0.000017729813,0.00045362528,0.0000041465396,0.0000015663845,0.000009075638,0.00019905718,0.0000022098327,0.0002441776],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998996,0.000009762279,0.0000035805278,0.000019662504,0.000032914933,0.00003441139],"domain_scores_gemma":[0.9997987,0.00003832186,0.000035117955,0.000020134894,0.000056606823,0.000051043484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014966377,0.00026679007,0.00024160453,0.00025046026,0.0003445622,0.00015889326,0.00015709287,0.0001522576,0.00068022305],"category_scores_gemma":[0.00020727904,0.00013442065,0.00012398679,0.00016998437,0.0002507943,0.00011904128,0.00021575185,0.00024935708,0.00014610366],"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":[0.0012965035,0.0006433871,0.21509178,0.0001522842,0.00007580529,0.00072169886,0.0018496604,0.008790115,0.7347555,0.00010757637,0.00046652879,0.03604915],"study_design_scores_gemma":[0.000036841506,0.0015932524,0.95529544,0.000006384631,0.00003434261,0.00017281195,0.0008295456,0.004174423,0.03720934,0.000025346477,0.000597342,0.000024896992],"about_ca_topic_score_codex":0.012596224,"about_ca_topic_score_gemma":0.027448133,"teacher_disagreement_score":0.012596224,"about_ca_system_score_codex":0.0002138066,"about_ca_system_score_gemma":0.00021037477,"threshold_uncertainty_score":0.025045812},"labels":[],"label_agreement":null},{"id":"W2084377491","doi":"10.1007/s10546-010-9511-2","title":"Experimental Study of Pollutant Dispersion Within a Network of Streets","year":2010,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"Regione Piemonte","keywords":"Dispersion (optics); Wind tunnel; Scalar (mathematics); TRACER; Mixing (physics); Street network; Meteorology; Wind direction; Flow (mathematics); Atmospheric dispersion modeling; Environmental science; Mechanics; Geometry; Geology; Wind speed; Physics; Civil engineering; Engineering; Optics; Chemistry; Mathematics","score_opus":0.01187190722116429,"score_gpt":0.247644358710216,"score_spread":0.2357724514890517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084377491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999468,0.000009510599,0.0003765172,0.0000028695497,0.0000026509174,0.000008279003,0.00003395236,0.0000041460817,0.00009409668],"genre_scores_gemma":[0.99783933,0.000038086462,0.0015766915,0.00000350283,0.000004867415,0.000020896507,0.00014122094,0.0000044760022,0.0003709164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994362,0.00014925306,0.000041663963,0.00015901396,0.00010874869,0.00010501985],"domain_scores_gemma":[0.9976604,0.0013092003,0.00027820186,0.00028676944,0.00030621767,0.00015918561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053829054,0.0003728024,0.00044288038,0.0006465267,0.0010166847,0.00044874314,0.00065971236,0.0006085302,0.0010698559],"category_scores_gemma":[0.0013892098,0.00037237135,0.000343256,0.0005972995,0.000904445,0.0006090954,0.00052260875,0.0005778257,0.00015209407],"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":[0.008074868,0.010772222,0.07001085,0.00018712878,0.00020846818,0.000697751,0.0010364068,0.025577668,0.87057596,0.0013083012,0.0002575024,0.011292901],"study_design_scores_gemma":[0.000964248,0.033886783,0.1578138,0.000032065793,0.00029867902,0.0007875531,0.0017499985,0.2093274,0.5931902,0.00085664645,0.0009981662,0.00009441861],"about_ca_topic_score_codex":0.0068623573,"about_ca_topic_score_gemma":0.0049733063,"teacher_disagreement_score":0.0068623573,"about_ca_system_score_codex":0.00043915876,"about_ca_system_score_gemma":0.00045583746,"threshold_uncertainty_score":0.0136448145},"labels":[],"label_agreement":null},{"id":"W2084753331","doi":"10.1115/fedsm2007-37596","title":"The Impact of Surface Contamination on the Flow Beneath Wind-Generated Waves","year":2007,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"University of Alberta; Concordia University","funders":"","keywords":"Particle image velocimetry; Contamination; Velocimetry; Particle (ecology); Surface water; Geology; Particle tracking velocimetry; Flow velocity; Flow (mathematics); Surface (topology); Environmental science; Materials science; Mechanics; Turbulence; Physics; Environmental engineering; Geometry","score_opus":0.012177677023861588,"score_gpt":0.24245691782714116,"score_spread":0.23027924080327958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084753331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99883455,0.000052402025,0.00093163905,0.000008860595,0.0000043914815,0.000012070052,0.000025832578,0.0000060923826,0.0001241355],"genre_scores_gemma":[0.9985777,0.000079055026,0.0010730408,0.000012466474,0.000005243226,0.0000101616315,0.00007096193,0.0000051221327,0.00016631083],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996338,0.00006153621,0.000020882679,0.000063527725,0.00014452497,0.00007570165],"domain_scores_gemma":[0.9993253,0.00022811601,0.000167561,0.000052354768,0.00016825611,0.00005850096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032398305,0.00039285904,0.00042192446,0.00023946392,0.00056142465,0.00059054827,0.00018354974,0.0004173132,0.000532138],"category_scores_gemma":[0.0010792819,0.00023596275,0.00024914937,0.00014232432,0.00070102804,0.00047318582,0.00045387636,0.00048229564,0.00012611004],"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":[0.00031484212,0.00006725865,0.011604806,0.00003077942,0.000009300517,0.00014093319,0.000098543955,0.00054045673,0.9850498,0.000047323992,0.000018822317,0.0020771665],"study_design_scores_gemma":[0.000054239623,0.003310881,0.09161119,0.000019292815,0.00006617207,0.00027543574,0.000467375,0.011016542,0.89239544,0.00019341588,0.00055994926,0.000030106865],"about_ca_topic_score_codex":0.0014291288,"about_ca_topic_score_gemma":0.0011174668,"teacher_disagreement_score":0.0014291288,"about_ca_system_score_codex":0.00015273484,"about_ca_system_score_gemma":0.0002573696,"threshold_uncertainty_score":0.0028416514},"labels":[],"label_agreement":null},{"id":"W2085046782","doi":"10.1016/j.jenvman.2012.08.020","title":"A neural network based ensemble approach for improving the accuracy of meteorological fields used for regional air quality modeling","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"MM5; CMAQ; Weather Research and Forecasting Model; Air quality index; Meteorology; Environmental science; Wind speed; Artificial neural network; Ensemble forecasting; Precipitation; Computer science; Geography; Machine learning","score_opus":0.050025735017247955,"score_gpt":0.2673922891743413,"score_spread":0.21736655415709338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085046782","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":[0.30031094,0.0006735401,0.6947269,0.0002469845,0.00029491482,0.000045334742,0.00036005877,0.0011568691,0.0021845093],"genre_scores_gemma":[0.9074896,0.00020007358,0.09027949,0.00006573019,0.00010275987,0.00004525483,0.00044651516,0.00005885356,0.0013116436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997329,0.000068796326,0.000025786421,0.00007063481,0.000065750224,0.00003616671],"domain_scores_gemma":[0.9989988,0.0003737322,0.000065362525,0.00010813573,0.00042453065,0.000029346453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012005944,0.00060504896,0.0007529681,0.0006956775,0.00046013304,0.0005405358,0.0008388338,0.00078049314,0.0007464834],"category_scores_gemma":[0.002592614,0.00038005222,0.0006310801,0.00073580776,0.0001506984,0.0011533151,0.00061240717,0.0010571616,0.0001952775],"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":[0.00012015547,0.00016337092,0.0050556017,0.000027834265,0.00022213168,0.000048369788,0.000036246784,0.7954141,0.0046262126,0.0005830953,0.0012470694,0.19245584],"study_design_scores_gemma":[0.0000015585093,0.0000076012384,0.00040704742,0.0000011255236,0.000011706526,0.000002269885,0.0000019793533,0.9990294,0.00037471688,0.00011059859,0.000049794573,0.0000022669647],"about_ca_topic_score_codex":0.01301565,"about_ca_topic_score_gemma":0.015294716,"teacher_disagreement_score":0.01301565,"about_ca_system_score_codex":0.00037426985,"about_ca_system_score_gemma":0.0004261276,"threshold_uncertainty_score":0.0258798},"labels":[],"label_agreement":null},{"id":"W2086018063","doi":"10.1109/pesgm.2014.6939264","title":"Use of a wind tunnel for urban wind power estimation","year":2014,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"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":"Wind power; Wind tunnel; Environmental science; Estimation; Meteorology; Marine engineering; Computer science; Engineering; Aerospace engineering; Electrical engineering; Geography; Systems engineering","score_opus":0.017416114838640463,"score_gpt":0.22178250186351248,"score_spread":0.204366387024872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086018063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5360029,0.00015784045,0.4546488,0.000049849776,0.00004982335,0.00017366357,0.00088863773,0.0018934306,0.0061350637],"genre_scores_gemma":[0.90351915,0.00007955798,0.095109925,0.000010723635,0.0000046211685,0.00008542614,0.0004226236,0.000038211747,0.0007296857],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998248,0.0000696646,0.000011313976,0.000026151896,0.000053868433,0.0000142137815],"domain_scores_gemma":[0.9996124,0.00013272319,0.00003028921,0.000056112105,0.00014984992,0.000018626966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044224964,0.00037508085,0.00024186773,0.0004570538,0.00021124409,0.00029903644,0.00026262063,0.00030781087,0.0014512126],"category_scores_gemma":[0.0008457191,0.00015750909,0.0001404232,0.00036324345,0.00009380089,0.00037074642,0.00019209577,0.00020429546,0.00027694178],"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":[0.0006671954,0.00042694376,0.05477794,0.0005242136,0.00015662922,0.0004957454,0.0003921011,0.20474449,0.24852704,0.002846821,0.00159517,0.48484567],"study_design_scores_gemma":[0.000102100545,0.0007964618,0.062282544,0.00010306564,0.000065806365,0.00042201896,0.00032361344,0.859732,0.06830284,0.0011722827,0.006586464,0.00011077678],"about_ca_topic_score_codex":0.0025858716,"about_ca_topic_score_gemma":0.0041635544,"teacher_disagreement_score":0.0025858716,"about_ca_system_score_codex":0.00007334284,"about_ca_system_score_gemma":0.00026897603,"threshold_uncertainty_score":0.0051416755},"labels":[],"label_agreement":null},{"id":"W2086029748","doi":"10.1115/imece2005-82410","title":"Large Eddy Simulation of a Three Dimensional Buoyant Jet","year":2005,"lang":"en","type":"article","venue":"","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":"Dalhousie University","funders":"","keywords":"Mechanics; Jet (fluid); Advection; Turbulence; Large eddy simulation; Physics; Buoyancy; Thermodynamics","score_opus":0.01267026169720966,"score_gpt":0.23529023510002087,"score_spread":0.2226199734028112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086029748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92069864,0.00011107184,0.07191899,0.00017079477,0.00005031663,0.00005677064,0.00027176877,0.00043718412,0.0062843906],"genre_scores_gemma":[0.98445463,0.00005770214,0.014023005,0.000022538286,0.000010065825,0.00004248477,0.00018351084,0.000030020154,0.0011759404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999329,0.000017202225,0.000005318491,0.000010325918,0.00001981511,0.00001447646],"domain_scores_gemma":[0.99966896,0.00015546025,0.00004466921,0.000026702346,0.000054154847,0.000050064897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024038718,0.00028817204,0.0003585995,0.00022351118,0.00034424354,0.0005710938,0.00043854277,0.00056685385,0.00087720115],"category_scores_gemma":[0.0007444474,0.00015396882,0.0002999716,0.00028083118,0.00032519578,0.00041002705,0.00033422344,0.0004000886,0.00009960666],"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":[0.00008991681,0.00008531976,0.0022041642,0.000021536796,0.000016696174,0.0001248144,0.000045833698,0.9846251,0.00757186,0.0021252336,0.0001922971,0.0028972502],"study_design_scores_gemma":[0.000009194846,0.000013003777,0.00032129532,7.530722e-7,0.000001356483,0.0000045364463,0.000004129332,0.99890506,0.00047530176,0.00016077128,0.00010172532,0.000002992569],"about_ca_topic_score_codex":0.007537878,"about_ca_topic_score_gemma":0.003497298,"teacher_disagreement_score":0.007537878,"about_ca_system_score_codex":0.00035377993,"about_ca_system_score_gemma":0.0004904991,"threshold_uncertainty_score":0.014988005},"labels":[],"label_agreement":null},{"id":"W2086225535","doi":"10.5539/mas.v4n8p3","title":"On Application of Artificial Neural Network Methods in Large-eddy Simulations with Unresolved Urban Surfaces","year":2010,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Artificial neural network; Turbulence; Large eddy simulation; Scalar (mathematics); Surface (topology); Environmental science; Computer science; Flow (mathematics); Meteorology; Artificial intelligence; Mechanics; Physics; Mathematics; Geometry","score_opus":0.013691709837707608,"score_gpt":0.28409419690036875,"score_spread":0.2704024870626611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086225535","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":[0.38181284,0.0018639343,0.5967117,0.0013004867,0.00020973441,0.0002807116,0.00013301826,0.000562538,0.017124997],"genre_scores_gemma":[0.92935705,0.00064158224,0.06598253,0.00012832551,0.000079551864,0.00019651756,0.00008182171,0.00007401668,0.003458693],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996346,0.0002413411,0.000020731668,0.000028369956,0.00004919141,0.000025659467],"domain_scores_gemma":[0.9970047,0.002516909,0.00012879109,0.00006882654,0.00023013401,0.000050699975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018782152,0.00074483873,0.0005866261,0.00046243778,0.00051167497,0.0008026399,0.00073205115,0.0012978436,0.0010063349],"category_scores_gemma":[0.005853298,0.0003446052,0.000348698,0.00056890276,0.00076463545,0.000770462,0.00074896985,0.0008992266,0.00016816556],"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":[0.000024856618,0.00003238917,0.0006573015,0.000019527886,0.000012398187,0.000028806588,0.000021639367,0.9912401,0.00027775974,0.0011714386,0.00007620908,0.006437597],"study_design_scores_gemma":[0.0000010935005,0.0000033469855,0.000035827306,0.000001352654,4.728659e-7,6.760649e-7,0.0000017910869,0.9997665,0.000043245007,0.00012334074,0.000021425314,8.782728e-7],"about_ca_topic_score_codex":0.012956749,"about_ca_topic_score_gemma":0.008836176,"teacher_disagreement_score":0.012956749,"about_ca_system_score_codex":0.00048959476,"about_ca_system_score_gemma":0.00061996246,"threshold_uncertainty_score":0.025762618},"labels":[],"label_agreement":null},{"id":"W2087610839","doi":"10.1115/1.4001438","title":"Measurement of Decompression Wave Speed in Rich Gas Mixtures at High Pressures (370 bars) Using a Specialized Rupture Tube","year":2010,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Nova Chemicals (Canada)","funders":"","keywords":"Decompression; Tube (container); Mechanics; Internal pressure; Speed of sound; Fracture (geology); Materials science; Composite material; Thermodynamics; Physics","score_opus":0.014787419708992012,"score_gpt":0.24239480791774934,"score_spread":0.22760738820875734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087610839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962036,0.00007350547,0.0034192903,0.0000064800606,0.0000019622162,0.000009392454,0.00009566617,0.000042938907,0.00014710904],"genre_scores_gemma":[0.99431086,0.00012549777,0.004986749,0.0000059033136,0.0000036144818,0.00002030202,0.00021537433,0.000014232774,0.00031755402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997423,0.000027709913,0.000014607627,0.000051429048,0.00012999278,0.00003384941],"domain_scores_gemma":[0.99968874,0.000093388415,0.000084163985,0.000020799154,0.000067666435,0.00004528851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028584668,0.00032135993,0.00026801482,0.0005206818,0.00022465464,0.00021496047,0.00036319724,0.00025926475,0.0005063489],"category_scores_gemma":[0.00045931817,0.00021668161,0.00016323729,0.00038874868,0.00036771066,0.0003524124,0.0005092237,0.00044779346,0.0001401614],"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":[0.00013995322,0.000015294301,0.0033469775,0.00001787577,0.000004191697,0.00006866272,0.0000630646,0.00032275202,0.99459165,0.000049801114,0.000009988465,0.0013699253],"study_design_scores_gemma":[0.000010112334,0.0007094305,0.032963935,0.0000036829454,0.000013870675,0.00017857658,0.00008527462,0.0053647133,0.960306,0.000030347466,0.00032191456,0.000012242754],"about_ca_topic_score_codex":0.0005367568,"about_ca_topic_score_gemma":0.00067136995,"teacher_disagreement_score":0.0005367568,"about_ca_system_score_codex":0.00021641918,"about_ca_system_score_gemma":0.00017058464,"threshold_uncertainty_score":0.0016939044},"labels":[],"label_agreement":null},{"id":"W2087657330","doi":"10.1002/fld.2109","title":"On the impact of anisotropic mesh adaptation on computational wind engineering","year":2009,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","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":"McGill University","funders":"","keywords":"Computational fluid dynamics; Turbulence; Computation; Grid; Solver; Cube (algebra); Flow (mathematics); CFD in buildings; Tower; Engineering; Mathematics; Computer science; Meteorology; Aerospace engineering; Mathematical optimization; Physics; Geometry; Structural engineering; Algorithm","score_opus":0.032126790993566905,"score_gpt":0.37361640638187377,"score_spread":0.34148961538830686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087657330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6958977,0.001239347,0.292774,0.00073552097,0.0003277338,0.00009630047,0.00009714652,0.00079657737,0.008035646],"genre_scores_gemma":[0.93632275,0.00037135012,0.061983395,0.00014244873,0.000072433344,0.000044319186,0.00007701421,0.00020653437,0.00077974296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991021,0.00052087946,0.00006201152,0.00007667258,0.00017898524,0.000059305807],"domain_scores_gemma":[0.99400526,0.004075442,0.00040752027,0.0010069914,0.0004193963,0.00008544077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019265678,0.00043180396,0.00040350502,0.00035416734,0.00030237576,0.000614829,0.00062503474,0.00057310046,0.0007255438],"category_scores_gemma":[0.013143587,0.00025096274,0.00033796168,0.0003809482,0.0005748385,0.00073998503,0.00086538953,0.00058890705,0.0002295463],"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":[0.00070849643,0.00018222697,0.013750125,0.00019412876,0.00011440301,0.00022736483,0.00028678487,0.7804005,0.05330417,0.007408605,0.0012958406,0.14212728],"study_design_scores_gemma":[0.00002394669,0.00007553453,0.0019629975,0.000018355839,0.000027158094,0.00007134463,0.00003620525,0.98796755,0.0074958946,0.001156244,0.0011535852,0.0000111972995],"about_ca_topic_score_codex":0.0021283794,"about_ca_topic_score_gemma":0.0019885737,"teacher_disagreement_score":0.0021283794,"about_ca_system_score_codex":0.00018615172,"about_ca_system_score_gemma":0.0002751091,"threshold_uncertainty_score":0.010188818},"labels":[],"label_agreement":null},{"id":"W2087740252","doi":"10.1016/j.jweia.2011.01.003","title":"Near-field pollutant dispersion in the built environment by CFD and wind tunnel simulations","year":2011,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Concordia University","funders":"","keywords":"ASHRAE 90.1; Computational fluid dynamics; Wind tunnel; Environmental science; Pollutant; Plume; Dispersion (optics); Turbulence; Atmospheric dispersion modeling; Marine engineering; Meteorology; Engineering; Air pollution; Aerospace engineering; Geography; Physics; Chemistry","score_opus":0.01666757618985085,"score_gpt":0.1892943868763034,"score_spread":0.17262681068645255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087740252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940579,0.00007580241,0.003130772,0.00006187349,0.000022469207,0.00002636519,0.00021617547,0.00009951846,0.0023090942],"genre_scores_gemma":[0.998126,0.000038884165,0.001066575,0.000008455394,0.0000069275,0.0000133707035,0.000120538716,0.000014230475,0.00060503685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978906,0.00005468546,0.00001534923,0.000034307093,0.000052832846,0.000053845037],"domain_scores_gemma":[0.9992473,0.00038819655,0.00006503949,0.0000685917,0.00013345618,0.00009748558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042689466,0.00059754745,0.00086254824,0.0007371844,0.00092519005,0.00094606157,0.00081179675,0.0017355789,0.0011374744],"category_scores_gemma":[0.0013415477,0.00054808444,0.0008255262,0.0008714496,0.0008955047,0.0011243679,0.0006705074,0.0007347045,0.00015072254],"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":[0.00011193206,0.00013089004,0.0048600836,0.000016448512,0.000022478185,0.00011549463,0.000047022506,0.99155164,0.0010280028,0.0003805236,0.000118067415,0.0016174744],"study_design_scores_gemma":[0.0000354585,0.000045106037,0.002195942,0.000003896028,0.000007194803,0.000011045827,0.000039144426,0.99699485,0.00039382334,0.00017588495,0.00008178006,0.00001597449],"about_ca_topic_score_codex":0.06496992,"about_ca_topic_score_gemma":0.03086546,"teacher_disagreement_score":0.06496992,"about_ca_system_score_codex":0.00085386547,"about_ca_system_score_gemma":0.0010205135,"threshold_uncertainty_score":0.12918353},"labels":[],"label_agreement":null},{"id":"W2087898255","doi":"10.1007/s10546-004-2731-6","title":"Three-Dimensional Lagrangian Simulation of Suspended Particles in the Neutrally Stratified Atmospheric Surface Layer","year":2005,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Drag; Settling; Mechanics; Turbulence; Drag equation; Physics; Drag coefficient; Langevin equation; Particle (ecology); Classical mechanics; Geology; Thermodynamics","score_opus":0.02175330718513669,"score_gpt":0.2567089868379172,"score_spread":0.23495567965278052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087898255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98969424,0.00007416623,0.0036697711,0.0003663295,0.000057126348,0.00003241016,0.00041147956,0.00015322205,0.0055412548],"genre_scores_gemma":[0.99739933,0.00003279051,0.0013689274,0.00005764598,0.000014989557,0.000018514893,0.0002541399,0.000027525983,0.0008261233],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998503,0.000032875603,0.0000087281815,0.000018586838,0.00003298964,0.00005651896],"domain_scores_gemma":[0.99933004,0.00024803216,0.000060240494,0.00003342181,0.00010319354,0.00022511891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003516801,0.00048296875,0.00078318577,0.00045511825,0.0010121906,0.0011100391,0.0013452735,0.0017337293,0.0021976994],"category_scores_gemma":[0.001444024,0.0005709602,0.0007368515,0.00050579826,0.0012245203,0.0007935975,0.00082659937,0.0010751417,0.00021900832],"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":[0.0002577537,0.00019067728,0.00614522,0.000022803515,0.000050309285,0.00021567267,0.000085515916,0.98735666,0.00239209,0.0017924008,0.0003660819,0.0011248507],"study_design_scores_gemma":[0.00010331863,0.00003624702,0.0015868649,0.0000025451975,0.00000793968,0.0000053478475,0.000035280147,0.99774003,0.00019967428,0.00019879076,0.00007486143,0.000009101273],"about_ca_topic_score_codex":0.08080512,"about_ca_topic_score_gemma":0.029082872,"teacher_disagreement_score":0.08080512,"about_ca_system_score_codex":0.0015976134,"about_ca_system_score_gemma":0.0018793206,"threshold_uncertainty_score":0.16066957},"labels":[],"label_agreement":null},{"id":"W2088279907","doi":"10.1002/joc.1625","title":"Coherent structures in urban roughness sublayer turbulence","year":2007,"lang":"en","type":"article","venue":"International Journal of Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sensible heat; Canyon; Turbulence; Meteorology; Environmental science; Momentum (technical analysis); Atmospheric sciences; Urban climatology; Roof; Geology; Geography; Geomorphology; Urban climate; Urban planning","score_opus":0.010722934285817986,"score_gpt":0.2799613660702648,"score_spread":0.2692384317844468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088279907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995703,0.0000123243,0.00027680254,0.0000020086427,4.8597985e-7,0.0000015572459,0.000044008546,0.000010806646,0.000081696904],"genre_scores_gemma":[0.9996575,0.0000074742848,0.00018309292,7.584769e-7,8.210935e-7,0.0000012969742,0.0001242,0.0000018476949,0.000022969783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998914,0.000014326351,0.000005341031,0.000025466034,0.00003559881,0.000027832679],"domain_scores_gemma":[0.99975055,0.00006976561,0.000060595376,0.000029099388,0.000050851926,0.000039198083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014550639,0.00017424187,0.00024453012,0.000758811,0.00019511634,0.00043094534,0.00010764448,0.00016876648,0.00034531017],"category_scores_gemma":[0.00044793202,0.0001872826,0.00015328005,0.0005904295,0.00026315375,0.00023668875,0.0003954875,0.00016101831,0.000076602315],"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":[0.0011352735,0.00031802247,0.5998202,0.00012492004,0.00018184428,0.0006590766,0.0012287284,0.03201835,0.3297862,0.0011005006,0.0005488282,0.033078168],"study_design_scores_gemma":[0.000017319935,0.00009410792,0.9827641,0.0000041061785,0.000019499232,0.00005202097,0.00013478962,0.01317127,0.0035107876,0.000095638505,0.00012425243,0.000012082802],"about_ca_topic_score_codex":0.002981268,"about_ca_topic_score_gemma":0.003198382,"teacher_disagreement_score":0.002981268,"about_ca_system_score_codex":0.00017715919,"about_ca_system_score_gemma":0.00011079296,"threshold_uncertainty_score":0.0059278607},"labels":[],"label_agreement":null},{"id":"W2088386177","doi":"10.1115/ihtc14-22447","title":"A Numerical Study of the Effect of a Horizontal Frame Member on the Laminar and Turbulent Natural Convective Heat Transfer From a Recessed Window to a Surrounding Room","year":2010,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University; Queen's University","funders":"","keywords":"Prandtl number; Mechanics; Dimensionless quantity; Laminar flow; Buoyancy; Turbulence; Rayleigh number; Heat transfer; Natural convection; Turbulent Prandtl number; Fluent; Convection; Physics; Thermodynamics; Classical mechanics; Materials science; Nusselt number; Reynolds number; Computational fluid dynamics","score_opus":0.006475545653294997,"score_gpt":0.2221169876823822,"score_spread":0.2156414420290872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088386177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896931,0.000114459835,0.005838381,0.000055312274,0.000027870907,0.000022752409,0.00008370116,0.000054153123,0.004110318],"genre_scores_gemma":[0.99377453,0.00006552793,0.0051643485,0.000010254094,0.000005288292,0.00001997182,0.000059932234,0.0000104786,0.0008895325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998566,0.000031133644,0.000009466571,0.000023448274,0.000036507277,0.000042968237],"domain_scores_gemma":[0.99905246,0.00065050536,0.00010126282,0.000044580614,0.00008678907,0.000064386586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043382501,0.0004046124,0.0007264865,0.00034146104,0.0006638789,0.0006563525,0.00047148686,0.0008819456,0.0015484279],"category_scores_gemma":[0.0014999121,0.0002277022,0.0004557625,0.00052712456,0.0007810505,0.00039852332,0.0003879855,0.00042722665,0.00012852138],"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":[0.00045758125,0.00022635436,0.007863193,0.0001635365,0.000038462025,0.00045260126,0.00017028002,0.9467549,0.033316378,0.0017617733,0.00030021076,0.0084947245],"study_design_scores_gemma":[0.000030661435,0.00031890188,0.0025864618,0.000009757215,0.000019223882,0.00004333929,0.000075624215,0.99176836,0.004788629,0.00014139045,0.00020523551,0.0000123929],"about_ca_topic_score_codex":0.00794254,"about_ca_topic_score_gemma":0.0043792026,"teacher_disagreement_score":0.00794254,"about_ca_system_score_codex":0.0005356825,"about_ca_system_score_gemma":0.00059585925,"threshold_uncertainty_score":0.015792608},"labels":[],"label_agreement":null},{"id":"W2088646119","doi":"10.1002/fld.2499","title":"A method to compute ship exhaust plumes with waves and wind","year":2010,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Office of Naval Research","keywords":"Plume; Mechanics; Vortex; Computational fluid dynamics; Thermal; Flow (mathematics); Meteorology; Physics","score_opus":0.023776482567487826,"score_gpt":0.38701909708654403,"score_spread":0.3632426145190562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088646119","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":[0.01954663,0.00013887047,0.9751463,0.00009136961,0.0001088157,0.00012849165,0.00014179539,0.0011020596,0.0035956716],"genre_scores_gemma":[0.25874206,0.0002589749,0.73177,0.000090483016,0.00007286625,0.00050319853,0.00043307745,0.00051515,0.007614139],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990344,0.00001621933,0.0000076216575,0.000012312908,0.00004868596,0.000011732454],"domain_scores_gemma":[0.99980074,0.000060105223,0.00001676435,0.000019656134,0.00007567409,0.000027056252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033693403,0.0007644082,0.00048616593,0.00066534587,0.0004979607,0.00066703564,0.0011354943,0.0010131501,0.0032742727],"category_scores_gemma":[0.0008130427,0.0005138837,0.00073676865,0.0004038165,0.00033234403,0.00066588755,0.0009207833,0.0008225173,0.0008106522],"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":[0.0001231462,0.00018719153,0.00259931,0.00022591672,0.00010276147,0.00038584683,0.00013819472,0.7860519,0.03304173,0.022867778,0.003607771,0.15066849],"study_design_scores_gemma":[0.000019626319,0.000013785801,0.00009516567,0.0000051694187,0.0000034086602,0.000021163753,0.0000050432104,0.99679726,0.00082498987,0.0008296505,0.0013790148,0.000005812777],"about_ca_topic_score_codex":0.0045694895,"about_ca_topic_score_gemma":0.004704155,"teacher_disagreement_score":0.0045694895,"about_ca_system_score_codex":0.00026559748,"about_ca_system_score_gemma":0.00086792774,"threshold_uncertainty_score":0.010953486},"labels":[],"label_agreement":null},{"id":"W2088683927","doi":"10.1016/j.proeng.2012.10.133","title":"Development of a Wind Tunnel Test Facility to Simulate the Effect of Rain on Roof Ventilation Systems and Environmental Measuring Devices","year":2012,"lang":"en","type":"article","venue":"Procedia Engineering","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Roof; Pitot tube; Marine engineering; Wind tunnel; Engineering; Ventilation (architecture); Wind speed; Environmental science; Civil engineering; Meteorology; Mechanical engineering; Aerospace engineering; Flow (mathematics)","score_opus":0.009142821923826316,"score_gpt":0.185910932510421,"score_spread":0.1767681105865947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088683927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8490465,0.00008026934,0.14603585,0.000066918175,0.000070366936,0.0015600447,0.00080619176,0.000980791,0.0013530772],"genre_scores_gemma":[0.8851585,0.00013031623,0.110721484,0.000054368982,0.000013957677,0.0014842722,0.00073858467,0.00006058684,0.0016380147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965775,0.000059601378,0.00003293931,0.000048514667,0.00012979917,0.000071412534],"domain_scores_gemma":[0.9989673,0.00027963764,0.00010122667,0.0001564518,0.0003652697,0.0001301617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010987531,0.0004924318,0.00044903453,0.00032269914,0.00032713584,0.00031440947,0.0009626985,0.00061156525,0.0017366185],"category_scores_gemma":[0.0009140073,0.0002774897,0.0003474296,0.00014181131,0.00024270004,0.0004752972,0.00039580284,0.00053502887,0.0002918093],"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":[0.0004778489,0.0005490353,0.009719947,0.0002509528,0.000028145841,0.0005620597,0.0001757239,0.013836045,0.9556004,0.00049605255,0.0003479106,0.017955882],"study_design_scores_gemma":[0.00040576482,0.014658386,0.03574798,0.000068552494,0.00008037393,0.0010467003,0.00030089103,0.052575868,0.88787174,0.00027024443,0.006875753,0.000097730444],"about_ca_topic_score_codex":0.0011685904,"about_ca_topic_score_gemma":0.0015474499,"teacher_disagreement_score":0.0017366185,"about_ca_system_score_codex":0.00018004637,"about_ca_system_score_gemma":0.0006322734,"threshold_uncertainty_score":0.005810797},"labels":[],"label_agreement":null},{"id":"W2089180368","doi":"10.1007/s00703-013-0254-8","title":"Modelling considerations for examining the mean and unsteady flow in a simple urban-type street canyon","year":2013,"lang":"en","type":"article","venue":"Meteorology and Atmospheric Physics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Canyon; Mean flow; Turbulence; Flow (mathematics); Wind tunnel; Particle image velocimetry; Meteorology; Geology; Roof; Mechanics; Environmental science; Geomorphology; Geography; Physics; Engineering; Structural engineering","score_opus":0.02780326918140533,"score_gpt":0.2222142553632003,"score_spread":0.19441098618179498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089180368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90905416,0.00022664308,0.072313316,0.0007196344,0.00006892949,0.00019691937,0.0006074696,0.00027838518,0.016534654],"genre_scores_gemma":[0.9850057,0.00019299767,0.011159228,0.000050296396,0.000031433705,0.000079757374,0.0001725171,0.000045565936,0.0032624004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998523,0.000061323444,0.0000076674005,0.000022347278,0.000023384306,0.00003302424],"domain_scores_gemma":[0.99961406,0.00018997907,0.000034747547,0.000029739014,0.000086158616,0.000045294975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003974775,0.00048389062,0.0007889832,0.0004364829,0.0012001307,0.0015687122,0.0014160459,0.0020261768,0.0029362107],"category_scores_gemma":[0.0018889633,0.00057446223,0.0010916122,0.00060921785,0.0007115137,0.0010380726,0.0008378293,0.000921265,0.00022933914],"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":[0.0000410644,0.000054375247,0.0041558444,0.000032094278,0.000017190467,0.00018604519,0.000110772424,0.9870042,0.0025303196,0.0040078484,0.00027310097,0.0015871346],"study_design_scores_gemma":[0.000025754955,0.000041086023,0.0027435361,0.000013716182,0.00002156517,0.000035062392,0.0001390206,0.99450254,0.0004499564,0.0013553716,0.00065103883,0.000021427388],"about_ca_topic_score_codex":0.0710736,"about_ca_topic_score_gemma":0.090982944,"teacher_disagreement_score":0.0710736,"about_ca_system_score_codex":0.00096229004,"about_ca_system_score_gemma":0.0017683577,"threshold_uncertainty_score":0.14131981},"labels":[],"label_agreement":null},{"id":"W2089778738","doi":"10.1063/1.1683151","title":"Four dynamical regimes for a starting plume model","year":2004,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Université de Montréal","funders":"","keywords":"Prandtl number; Inviscid flow; Physics; Nusselt number; Plume; Mechanics; Turbulent Prandtl number; Rayleigh number; Boundary layer; Rayleigh scattering; Convection; Natural convection; Reynolds number; Thermodynamics; Turbulence; Optics","score_opus":0.02130048984290015,"score_gpt":0.2427312084044041,"score_spread":0.22143071856150395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089778738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6398042,0.00088453136,0.28907758,0.0024347566,0.00011900167,0.00034277857,0.0009366345,0.0005764989,0.06582405],"genre_scores_gemma":[0.9646034,0.00032848548,0.020388909,0.00018270315,0.000053900134,0.0004040843,0.0005105574,0.00008310136,0.013444805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998417,0.000037217036,0.0000099762165,0.000029867791,0.000043113312,0.00003807372],"domain_scores_gemma":[0.99964666,0.000109254484,0.000059039303,0.000030711493,0.000066618,0.00008774292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035524656,0.0007042956,0.0007069821,0.00084594643,0.0010675427,0.0015973039,0.0014398771,0.002584223,0.00518611],"category_scores_gemma":[0.0011356041,0.000473932,0.0012477332,0.00034613282,0.0011538562,0.0017722829,0.0015934372,0.00134292,0.0007605046],"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":[0.00013929921,0.00018328181,0.0041899667,0.00011652278,0.000059639922,0.0010826872,0.00064949924,0.6158565,0.018766962,0.35266307,0.0017537132,0.0045389016],"study_design_scores_gemma":[0.000056004486,0.000027499456,0.00040164377,0.000010288503,0.000009530077,0.000071613,0.000051887935,0.98480487,0.0005094549,0.013082295,0.00095554686,0.000019422232],"about_ca_topic_score_codex":0.0066808094,"about_ca_topic_score_gemma":0.0032724924,"teacher_disagreement_score":0.0066808094,"about_ca_system_score_codex":0.0013048807,"about_ca_system_score_gemma":0.0008654089,"threshold_uncertainty_score":0.017349243},"labels":[],"label_agreement":null},{"id":"W2090628020","doi":"10.1016/j.jweia.2007.01.007","title":"The UWO contribution to the NIST aerodynamic database for wind loads on low buildings: Part 3. Internal pressures","year":2007,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Aerodynamics; NIST; Wind tunnel; Wind engineering; Wind direction; Internal pressure; Mechanics; Environmental science; Meteorology; Geology; Engineering; Structural engineering; Wind speed; Computer science; Materials science; Physics","score_opus":0.00960507867078345,"score_gpt":0.22044838612684428,"score_spread":0.21084330745606084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090628020","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10938434,0.0049059475,0.045057252,0.0013723628,0.003027388,0.00084911834,0.7410495,0.006498184,0.08785581],"genre_scores_gemma":[0.22881965,0.0026877488,0.03443057,0.00040029848,0.0009156477,0.00085320487,0.71163,0.0014319227,0.018831031],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99480325,0.00037865728,0.00050936127,0.0002833017,0.0036865363,0.00033898008],"domain_scores_gemma":[0.99256366,0.0005094541,0.0005075263,0.0010901546,0.0048838123,0.0004455145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028048947,0.0014168115,0.0016932059,0.008979324,0.0016986374,0.0019865902,0.002193096,0.0010307255,0.008440565],"category_scores_gemma":[0.007326041,0.00066920754,0.0009988643,0.007319129,0.00024094914,0.001539399,0.002735014,0.0009790163,0.0082058],"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":[0.00056597695,0.0009338665,0.12408325,0.0012409268,0.00033211423,0.00021366969,0.0002609375,0.0151514,0.0094255125,0.0033138688,0.50760716,0.3368713],"study_design_scores_gemma":[0.00010072145,0.00038312052,0.31353912,0.00064445473,0.00038324445,0.00034249327,0.00038113227,0.03221486,0.016882733,0.0033142206,0.63159376,0.00022018603],"about_ca_topic_score_codex":0.056327395,"about_ca_topic_score_gemma":0.064797744,"teacher_disagreement_score":0.056327395,"about_ca_system_score_codex":0.0009645011,"about_ca_system_score_gemma":0.004837931,"threshold_uncertainty_score":0.111999094},"labels":[],"label_agreement":null},{"id":"W2092044440","doi":"10.1109/ths.2013.6699040","title":"Developing a GIS based plume rose for industrial chemical incident preparedness and response","year":2013,"lang":"en","type":"article","venue":"","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Defence Research and Development Organisation; International Development Research Centre","keywords":"Plume; Rose (mathematics); Environmental science; Preparedness; Meteorology; Prevailing winds; Wind speed; Wind direction; Hydrology (agriculture); Geology; Geography; Geotechnical engineering; Mathematics","score_opus":0.031738095949052345,"score_gpt":0.24950170627104953,"score_spread":0.2177636103219972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092044440","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":[0.03371057,0.0000673691,0.9168151,0.00030408072,0.00006162323,0.0009034333,0.003691374,0.035108157,0.009338242],"genre_scores_gemma":[0.09844507,0.00009864306,0.8954221,0.00003358044,0.000012360764,0.00042000774,0.003212687,0.00051117444,0.001844328],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995327,0.00011003889,0.000042367974,0.00007072204,0.00021376193,0.000030413978],"domain_scores_gemma":[0.9988475,0.00038457612,0.00008744598,0.00013441626,0.00047995496,0.0000661013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010631639,0.0010394462,0.00059217354,0.0018661283,0.00038861771,0.0010111704,0.00095847395,0.0003710993,0.0066483016],"category_scores_gemma":[0.0027301619,0.000587082,0.0008160531,0.0013266602,0.00023825374,0.0013296987,0.0009596467,0.000674062,0.0015902574],"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":[0.00056719815,0.00059796555,0.019904396,0.0007912636,0.00027347906,0.0011925822,0.0016360368,0.30351198,0.08524299,0.013210942,0.02322637,0.5498449],"study_design_scores_gemma":[0.00010950853,0.00024410304,0.006921383,0.000053944234,0.00006792831,0.00027592998,0.00063948537,0.9066145,0.048027318,0.0034276913,0.03347901,0.0001393134],"about_ca_topic_score_codex":0.008919963,"about_ca_topic_score_gemma":0.013339331,"teacher_disagreement_score":0.008919963,"about_ca_system_score_codex":0.00060218223,"about_ca_system_score_gemma":0.0010816564,"threshold_uncertainty_score":0.022240758},"labels":[],"label_agreement":null},{"id":"W2092060643","doi":"10.2514/6.2010-5066","title":"The Effect of End Conditions on Laminar and Turbulent Natural Convective Flow in a High Aspect Ratio Enclosure","year":2010,"lang":"en","type":"article","venue":"10th AIAA/ASME Joint Thermophysics and Heat Transfer Conference","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":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Enclosure; Laminar flow; Turbulence; Mechanics; Aspect ratio (aeronautics); Flow (mathematics); Environmental science; Materials science; Physics; Engineering; Electrical engineering; Composite material","score_opus":0.0054024779659941945,"score_gpt":0.1982926120070613,"score_spread":0.1928901340410671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092060643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814475,0.000086651096,0.001023001,0.000009713819,0.000004900321,0.0000049243813,0.000028549359,0.000027990358,0.0006696782],"genre_scores_gemma":[0.99925286,0.000041410425,0.00046989406,0.00000432325,0.0000017946676,0.000002625802,0.000034497436,0.0000099225535,0.00018271101],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997563,0.00004692461,0.000016966742,0.00004068468,0.000058204132,0.00008097136],"domain_scores_gemma":[0.998516,0.0009272652,0.00019877544,0.00007259128,0.00011375862,0.0001715237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039641248,0.00047895353,0.0005529939,0.0003457588,0.00042482003,0.0009936701,0.00029549334,0.000539859,0.00074372836],"category_scores_gemma":[0.0015993753,0.00021953812,0.0004548821,0.00016165983,0.00064869435,0.00047623637,0.0005887064,0.00046438366,0.00012290842],"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":[0.00306985,0.0004202709,0.048245177,0.00032904465,0.000106318505,0.0026860912,0.00063591386,0.25487876,0.6720329,0.0013463811,0.00022962563,0.016019767],"study_design_scores_gemma":[0.00013326619,0.00434259,0.13685592,0.00008381061,0.00019337836,0.00058122363,0.0007171854,0.380373,0.47499505,0.0005913195,0.0009960661,0.00013723831],"about_ca_topic_score_codex":0.0011047617,"about_ca_topic_score_gemma":0.0011447278,"teacher_disagreement_score":0.0011047617,"about_ca_system_score_codex":0.00025912316,"about_ca_system_score_gemma":0.00019989336,"threshold_uncertainty_score":0.0024879575},"labels":[],"label_agreement":null},{"id":"W2092318292","doi":"10.1016/j.jweia.2006.07.002","title":"Numerical simulations of impinging jets with application to downbursts","year":2006,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":221,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Reynolds number; Mechanics; Boundary layer; Jet (fluid); Meteorology; Physics; Vortex; Instability; Flow separation; Thunderstorm; Flow (mathematics); Turbulence; Geology","score_opus":0.005856462765268516,"score_gpt":0.1916867451334327,"score_spread":0.18583028236816418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092318292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662791,0.0005681032,0.020015731,0.00042347287,0.00022486207,0.000113172384,0.00029089826,0.0005143204,0.011570288],"genre_scores_gemma":[0.9948256,0.00016337642,0.0037291655,0.00003356372,0.000026178468,0.000032328193,0.00012013121,0.00006108122,0.0010086868],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968743,0.0000741194,0.000031746145,0.000035847475,0.00008618336,0.00008479454],"domain_scores_gemma":[0.9969398,0.0019064451,0.00024631398,0.00016639168,0.00041361465,0.00032746771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062498706,0.0010478407,0.0016568296,0.00092904764,0.0010702249,0.0019624252,0.0016802322,0.0025954428,0.0029831156],"category_scores_gemma":[0.004789738,0.0007335585,0.0008119394,0.0012336862,0.0013688412,0.000879194,0.0012575956,0.0015126718,0.0002152304],"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":[0.00021145858,0.00014962361,0.0035343166,0.00005264911,0.000023366732,0.00037712388,0.00013992375,0.9878472,0.0027474605,0.0010311679,0.00031039212,0.003575146],"study_design_scores_gemma":[0.000030906216,0.000044949793,0.00064832886,0.0000049075597,0.000005208693,0.000015703157,0.000037967973,0.99842453,0.0005321254,0.00014427278,0.0001047346,0.0000063422053],"about_ca_topic_score_codex":0.018593818,"about_ca_topic_score_gemma":0.007401497,"teacher_disagreement_score":0.018593818,"about_ca_system_score_codex":0.0009178105,"about_ca_system_score_gemma":0.0008036458,"threshold_uncertainty_score":0.03697115},"labels":[],"label_agreement":null},{"id":"W2092674016","doi":"10.1016/j.physleta.2011.05.070","title":"Energy spectra at low wavenumbers in homogeneous incompressible turbulence","year":2011,"lang":"en","type":"article","venue":"Physics Letters A","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Vetenskapsrådet","keywords":"Physics; Wavenumber; Turbulence; Homogeneous; Spectral line; Compressibility; Domain (mathematical analysis); Limit (mathematics); Spectrum (functional analysis); Function (biology); Energy (signal processing); Correlation function (quantum field theory); Mathematical physics; Integer (computer science); Mathematical analysis; Quantum mechanics; Statistical physics; Thermodynamics","score_opus":0.011383064912716545,"score_gpt":0.1841590901866805,"score_spread":0.17277602527396396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092674016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673075,0.0007133848,0.019719623,0.00035809254,0.00006327641,0.000021154336,0.00014886256,0.00028038028,0.011387638],"genre_scores_gemma":[0.9965502,0.00022876373,0.001379912,0.000040615832,0.00004106913,0.000010633008,0.00008257216,0.000055057397,0.0016109614],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998549,0.000029613939,0.000009103047,0.00002081615,0.000041711755,0.000043798715],"domain_scores_gemma":[0.9991399,0.00043155818,0.00011781469,0.00007991646,0.0000920628,0.00013871919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033561655,0.00068991195,0.00051516376,0.0017281381,0.0006516376,0.0013682429,0.0006548401,0.0008475851,0.0030153035],"category_scores_gemma":[0.0019895365,0.00045802793,0.00026071686,0.0008350342,0.0020957103,0.0021572043,0.0009146337,0.0009691072,0.00048166924],"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":[0.0029636188,0.0014975789,0.021740897,0.0005690547,0.0001687381,0.0046921633,0.0016844484,0.1968239,0.4899831,0.2394726,0.0029192208,0.03748463],"study_design_scores_gemma":[0.00029217423,0.00028772623,0.089527234,0.00007215027,0.000062536026,0.00070310483,0.0008278134,0.7419182,0.04130127,0.123748526,0.0010113515,0.0002479077],"about_ca_topic_score_codex":0.00068345875,"about_ca_topic_score_gemma":0.0005636466,"teacher_disagreement_score":0.0030153035,"about_ca_system_score_codex":0.00027586397,"about_ca_system_score_gemma":0.00014535649,"threshold_uncertainty_score":0.010087192},"labels":[],"label_agreement":null},{"id":"W2093173198","doi":"10.1016/j.atmosenv.2008.01.055","title":"Study of atmospheric dispersion of pollutant plumes from elevated stacks assuming a finite limit to the rate of vertical dispersion","year":2008,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Environment","funders":"","keywords":"Convective Boundary Layer; Mechanics; Dispersion (optics); Turbulence; Turbulent diffusion; Planetary boundary layer; Convection–diffusion equation; Diffusion; Boundary layer; Convection; Atmospheric sciences; Meteorology; Probability density function; Particle (ecology); Environmental science; Physics; Thermodynamics; Geology; Mathematics; Optics","score_opus":0.011686992739031938,"score_gpt":0.20055334127104243,"score_spread":0.1888663485320105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093173198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830729,0.00031553753,0.015078181,0.0000627284,0.000011180248,0.000013875603,0.000045966757,0.000042079253,0.0013576109],"genre_scores_gemma":[0.9970987,0.00016648202,0.0022045118,0.0000048252477,0.000012901794,0.000005234142,0.00005689277,0.00000822818,0.00044227668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998548,0.00003046922,0.000007407785,0.000028038232,0.00004839571,0.00003092131],"domain_scores_gemma":[0.9990914,0.00058124476,0.00010707946,0.000049474074,0.00011657034,0.000054188848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004712451,0.00052921835,0.00040868582,0.0005286809,0.0005906122,0.0006673781,0.000629437,0.0005601982,0.00038481355],"category_scores_gemma":[0.0020356257,0.000252117,0.0006234163,0.00035461312,0.0006430148,0.00080730044,0.0004312632,0.0007605503,0.000049785078],"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":[0.00042409854,0.00022281022,0.023787769,0.0001694773,0.00019212738,0.0009188806,0.00027558178,0.79604113,0.14448778,0.024232848,0.00026055018,0.008986925],"study_design_scores_gemma":[0.000024564246,0.00010521128,0.0077033998,0.000006867196,0.00003062062,0.00009442418,0.00003314224,0.9824342,0.008452392,0.00093424466,0.00016053379,0.000020255737],"about_ca_topic_score_codex":0.014557233,"about_ca_topic_score_gemma":0.004501229,"teacher_disagreement_score":0.014557233,"about_ca_system_score_codex":0.00059786986,"about_ca_system_score_gemma":0.00054696214,"threshold_uncertainty_score":0.028945029},"labels":[],"label_agreement":null},{"id":"W2093296602","doi":"10.2478/s11696-013-0388-7","title":"CFD-based atmospheric dispersion modeling in real urban environments","year":2013,"lang":"en","type":"article","venue":"Chemical Papers","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Computational fluid dynamics; Computer science; Atmospheric dispersion modeling; Process (computing); Software; Dispersion (optics); Computational science; Mesh generation; Boundary value problem; Simulation; Aerospace engineering; Engineering; Finite element method; Air pollution; Mathematics; Physics; Chemistry","score_opus":0.008727529813086839,"score_gpt":0.18810662706074674,"score_spread":0.1793790972476599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093296602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8899391,0.00029203916,0.0951615,0.0002756404,0.00012914522,0.00008779626,0.00059451145,0.0009832489,0.012536969],"genre_scores_gemma":[0.98743933,0.000110500965,0.010467166,0.000015026,0.000016203561,0.000026064565,0.00018540882,0.000052532294,0.0016877167],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998636,0.000034274206,0.000009586415,0.000026612408,0.000038852504,0.000027044667],"domain_scores_gemma":[0.9996195,0.00021122886,0.000027568265,0.00003166223,0.00008008715,0.000029943083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026092475,0.0005300637,0.0006836255,0.0005278496,0.0007070545,0.0008796905,0.000697804,0.001117328,0.0013613766],"category_scores_gemma":[0.00084295793,0.00039976207,0.00050714833,0.0006623735,0.00046288213,0.00069589994,0.000432107,0.00048561825,0.0002179472],"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":[0.000033386877,0.0000421025,0.0013596739,0.000014129319,0.000007970005,0.000043616434,0.000026573929,0.9939955,0.00095775555,0.00034838237,0.00012983443,0.003041154],"study_design_scores_gemma":[0.000006430982,0.00000620769,0.0002916119,0.0000012569877,0.0000020461985,0.0000038027888,0.000007820091,0.99915314,0.00034633605,0.000072884424,0.00010484772,0.000003609522],"about_ca_topic_score_codex":0.053848244,"about_ca_topic_score_gemma":0.03193196,"teacher_disagreement_score":0.053848244,"about_ca_system_score_codex":0.00081696536,"about_ca_system_score_gemma":0.0010945778,"threshold_uncertainty_score":0.10706961},"labels":[],"label_agreement":null},{"id":"W2093644968","doi":"10.1007/s10666-013-9383-1","title":"Evaluation of Numerical Modeling Methods for the Management of Produced Water Discharges in the Coastal Region with a Canadian Case Study","year":2013,"lang":"en","type":"article","venue":"Environmental Modeling & Assessment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Submarine pipeline; Marine engineering; Environmental science; Pollutant; Dispersion (optics); Lagrangian particle tracking; Field (mathematics); Computational fluid dynamics; Grid; Meteorology; Environmental engineering; Mechanics; Engineering; Geotechnical engineering; Geology; Mathematics; Physics; Geodesy; Chemistry","score_opus":0.053361941742308704,"score_gpt":0.3351025465389307,"score_spread":0.281740604796622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093644968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8853811,0.0010697193,0.09106603,0.0014727578,0.000090696856,0.0005620845,0.0005379623,0.00044221283,0.01937743],"genre_scores_gemma":[0.9363806,0.0005089653,0.060671333,0.000048158552,0.0000134885395,0.0001461053,0.00014014289,0.000044682158,0.0020465297],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985428,0.0005980164,0.00007816452,0.00011591098,0.00050363626,0.00016145926],"domain_scores_gemma":[0.99444866,0.0027988327,0.00037909707,0.00022959786,0.001981707,0.00016205967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035525362,0.0009544343,0.0006018778,0.0013989441,0.001759023,0.0021684882,0.0019575981,0.001042098,0.0011479673],"category_scores_gemma":[0.0080507845,0.00044145485,0.0006673587,0.0014851282,0.000866073,0.0007773212,0.000881057,0.00083516067,0.00008834916],"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":[0.00019602415,0.00043348843,0.008868763,0.00012727124,0.000055916767,0.00014132858,0.00025803433,0.9461571,0.0017330173,0.0055487785,0.0007729071,0.03570737],"study_design_scores_gemma":[0.000047798963,0.00009520702,0.0020790317,0.000020954354,0.000022599765,0.000014608868,0.00024190797,0.99518776,0.0010193324,0.0004681155,0.0007838913,0.000018772564],"about_ca_topic_score_codex":0.72000223,"about_ca_topic_score_gemma":0.69771254,"teacher_disagreement_score":0.27999777,"about_ca_system_score_codex":0.011882595,"about_ca_system_score_gemma":0.009978034,"threshold_uncertainty_score":0.56329346},"labels":[],"label_agreement":null},{"id":"W2095144190","doi":"10.1007/s00348-006-0226-6","title":"A particle-image based wave profile measurement technique","year":2006,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Pixel; Wavelength; Standard deviation; Optics; Wave height; Physics; Remote sensing; Mathematics; Geology; Statistics","score_opus":0.023792532090985433,"score_gpt":0.249219633707959,"score_spread":0.22542710161697355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095144190","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":[0.045875277,0.00034727657,0.94715416,0.00017944741,0.00023501941,0.00027681308,0.0002871127,0.0016812178,0.003963593],"genre_scores_gemma":[0.2408084,0.00048294986,0.7509452,0.00016986547,0.000077628036,0.00032929907,0.0003262414,0.00018871897,0.0066716657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933547,0.000055083474,0.000021788961,0.000102938335,0.0004409846,0.000043656724],"domain_scores_gemma":[0.99908113,0.0002122045,0.0000981634,0.00020444948,0.000338989,0.000065152824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000657533,0.00045263005,0.0005508053,0.00092068943,0.00045318398,0.00079459406,0.0010063224,0.0010206379,0.0021397357],"category_scores_gemma":[0.00089429395,0.0004664724,0.00027024277,0.00086949795,0.0005859648,0.000997026,0.00083892816,0.0012895813,0.0010842605],"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":[0.00013256485,0.00008909715,0.00060014334,0.00010319928,0.000014832766,0.000039829043,0.00006423765,0.00037163062,0.93190664,0.0012542607,0.00085981324,0.064563684],"study_design_scores_gemma":[0.000084814004,0.00033426052,0.0048582307,0.000017545644,0.00005687191,0.000499357,0.00004642197,0.04156163,0.943634,0.00033794725,0.008486151,0.00008275296],"about_ca_topic_score_codex":0.0013477548,"about_ca_topic_score_gemma":0.001972471,"teacher_disagreement_score":0.0021397357,"about_ca_system_score_codex":0.00037655764,"about_ca_system_score_gemma":0.00071310526,"threshold_uncertainty_score":0.00715816},"labels":[],"label_agreement":null},{"id":"W2095370543","doi":"10.1016/j.jweia.2007.02.015","title":"Wind force coefficients for designing free-standing canopy roofs","year":2007,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Western University","funders":"Concordia University; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Roof; Wind engineering; Wind direction; Structural engineering; Wind profile power law; Wind force; Wind speed; Environmental science; Geology; Meteorology; Engineering; Physics","score_opus":0.016614630471007353,"score_gpt":0.2161421994231855,"score_spread":0.19952756895217813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095370543","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":[0.25391144,0.00045185492,0.7235115,0.00009675255,0.000067410125,0.00018809423,0.0001651368,0.00033158474,0.021276254],"genre_scores_gemma":[0.8912744,0.0002973706,0.10580259,0.000017838645,0.000012412286,0.0001302063,0.00013690133,0.00010300422,0.0022251683],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998611,0.000020508136,0.000006073118,0.000010984681,0.00008115303,0.000020095044],"domain_scores_gemma":[0.99973696,0.0000951192,0.000028972778,0.000016792257,0.000107952874,0.000014145004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003095619,0.0005516893,0.00041869032,0.00044849663,0.00041410152,0.0005192328,0.0006316903,0.0005089049,0.0021634847],"category_scores_gemma":[0.0011358134,0.00034929672,0.00042755256,0.00023260387,0.00017566048,0.00043411725,0.00025933128,0.00042081103,0.00045578228],"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":[0.00008668237,0.00014260384,0.0023121813,0.00031119515,0.000025623942,0.00019779331,0.00012787021,0.81300825,0.07482036,0.007051523,0.0016822151,0.1002336],"study_design_scores_gemma":[0.000031150736,0.00016415183,0.0018139575,0.000057435132,0.00003124207,0.000095560354,0.00014336311,0.9759413,0.018607544,0.0007867642,0.0023085615,0.000018937479],"about_ca_topic_score_codex":0.0020878888,"about_ca_topic_score_gemma":0.0051197517,"teacher_disagreement_score":0.0021634847,"about_ca_system_score_codex":0.00025226944,"about_ca_system_score_gemma":0.00060729496,"threshold_uncertainty_score":0.007237613},"labels":[],"label_agreement":null},{"id":"W2095370916","doi":"10.1080/19942060.2009.11015250","title":"Numerical and Experimental Study of 3D Turbulent Airflow in a Full Scale Heated Ventilated Room","year":2009,"lang":"en","type":"article","venue":"Engineering Applications of Computational Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université de Sherbrooke","funders":"","keywords":"Airflow; Turbulence; Computational fluid dynamics; Scale (ratio); Scale model; Mechanics; Mechanical engineering; Aerospace engineering; Materials science; Environmental science; Marine engineering; Engineering; Physics","score_opus":0.004710095491040956,"score_gpt":0.21544257823932572,"score_spread":0.21073248274828477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095370916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99619305,0.00002918118,0.0029203536,0.00001943461,0.0000075068288,0.000018712679,0.000099028504,0.00006769968,0.00064507604],"genre_scores_gemma":[0.9953472,0.000024062969,0.0042054625,0.0000063122825,0.000002497236,0.000023804025,0.00009703186,0.0000091708125,0.00028441515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998141,0.000021512491,0.00001465914,0.000048365735,0.00006996981,0.00003142126],"domain_scores_gemma":[0.99947137,0.0002900573,0.00004295787,0.000053331158,0.00007081832,0.00007144752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038207695,0.00033963608,0.00061619474,0.00034019363,0.0007467168,0.0005651747,0.00047530056,0.0006694873,0.0009960391],"category_scores_gemma":[0.0007480415,0.00026893042,0.0004347509,0.00038751084,0.0010599752,0.00032985257,0.0004928755,0.00039336891,0.00009716227],"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":[0.0013924281,0.0011250833,0.024666306,0.00022935998,0.00007387731,0.00094993203,0.0012604974,0.67215544,0.28173772,0.0013034975,0.00037156898,0.014734277],"study_design_scores_gemma":[0.00013620198,0.00092817616,0.023648813,0.000012583458,0.000029781564,0.00013898425,0.00024930044,0.93680286,0.037319746,0.00032043416,0.000340936,0.000072194285],"about_ca_topic_score_codex":0.0028627152,"about_ca_topic_score_gemma":0.0026490302,"teacher_disagreement_score":0.0028627152,"about_ca_system_score_codex":0.0003881057,"about_ca_system_score_gemma":0.00043300304,"threshold_uncertainty_score":0.0056920648},"labels":[],"label_agreement":null},{"id":"W2096076697","doi":"10.1017/s0022112010000881","title":"The role of diffusion on the interface thickness in a ventilated filling box","year":2010,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Buoyancy; Plume; Enclosure; Mechanics; Stratification (seeds); Materials science; Diffusion; Neutral buoyancy; Molecular diffusion; Thermal diffusivity; Panache; Thermodynamics; Geology; Physics","score_opus":0.006328916265482919,"score_gpt":0.2203399348227627,"score_spread":0.21401101855727978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096076697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832319,0.00015606104,0.015414619,0.000060808292,0.000005479274,0.000011698227,0.00005054741,0.00007409941,0.0009948004],"genre_scores_gemma":[0.9980565,0.00006755938,0.0016366716,0.000005204599,0.000001584808,0.0000063270622,0.000015642436,0.000007616305,0.00020289056],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999281,0.000014289027,0.000004860224,0.000019421643,0.000012887583,0.000020356967],"domain_scores_gemma":[0.9995135,0.0002523691,0.00013105641,0.000023200128,0.000039685157,0.000040236293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020860703,0.00051571504,0.00025086655,0.00027845436,0.00022774083,0.00067246304,0.0005015203,0.00058009697,0.0008363836],"category_scores_gemma":[0.0012006338,0.00031299994,0.00039517623,0.00013900823,0.0005355873,0.00085984723,0.0006010881,0.00038448191,0.00011477928],"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":[0.00032564107,0.00012353437,0.01793389,0.000101738966,0.000030238221,0.0003982423,0.0001944868,0.67347986,0.29180014,0.005223735,0.00010573206,0.010282785],"study_design_scores_gemma":[0.000021712623,0.00010003889,0.00563541,0.000010090291,0.00001692591,0.000043220385,0.000027977416,0.9689938,0.024530664,0.00050290674,0.00009372454,0.00002357562],"about_ca_topic_score_codex":0.0025970493,"about_ca_topic_score_gemma":0.00074978394,"teacher_disagreement_score":0.0025970493,"about_ca_system_score_codex":0.00047993113,"about_ca_system_score_gemma":0.00028151157,"threshold_uncertainty_score":0.0051638484},"labels":[],"label_agreement":null},{"id":"W2096981784","doi":"","title":"풍압실험과 풍하중 기준에 따른 피크내압계수의 비교","year":2013,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aerodynamics; NIST; Terrain; Wind tunnel; Roof; Mathematics; Meteorology; Wind speed; Engineering; Structural engineering; Environmental science; Geography; Computer science; Aerospace engineering; Cartography","score_opus":0.008347725655351981,"score_gpt":0.1993466998768103,"score_spread":0.19099897422145834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096981784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707281,0.00017302555,0.0122387605,0.0000888284,0.00004514545,0.00006424017,0.0007658006,0.00017522932,0.015720898],"genre_scores_gemma":[0.9927291,0.000092140726,0.003991416,0.000030922052,0.000010630633,0.000022343891,0.000843406,0.000037600945,0.002242502],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989367,0.00012178239,0.00006502919,0.00020522412,0.0005614634,0.000109805915],"domain_scores_gemma":[0.9982925,0.00041490092,0.00015234339,0.00021738475,0.00088062655,0.000042234737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012047964,0.00028036756,0.00022941592,0.0005134355,0.00045046027,0.00061550207,0.0004827641,0.00035226374,0.0028032267],"category_scores_gemma":[0.0034312275,0.00013310487,0.00026872894,0.0005485344,0.0002909781,0.001026346,0.00031584135,0.00031651265,0.0010607025],"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":[0.0013958941,0.00083383813,0.4351614,0.0004330762,0.0001890617,0.00043305056,0.0007621178,0.075458795,0.10900711,0.0051430957,0.004477671,0.36670488],"study_design_scores_gemma":[0.000055298195,0.0017822034,0.6933363,0.00004422784,0.00015014673,0.00047464075,0.0007900704,0.063834295,0.21394914,0.0015138483,0.023907559,0.00016230893],"about_ca_topic_score_codex":0.014391159,"about_ca_topic_score_gemma":0.010932006,"teacher_disagreement_score":0.014391159,"about_ca_system_score_codex":0.00049775146,"about_ca_system_score_gemma":0.0005101334,"threshold_uncertainty_score":0.02861476},"labels":[],"label_agreement":null},{"id":"W2097239755","doi":"10.1016/j.buildenv.2004.08.002","title":"An attic-interior infiltration and interzone transport model of a house","year":2004,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Attic; Leakage (economics); Ventilation (architecture); Building envelope; Stack effect; Volumetric flow rate; Mechanics; Environmental science; Engineering; Meteorology; Structural engineering; Mechanical engineering; Physics; Roof","score_opus":0.012103984207734907,"score_gpt":0.2109427552178136,"score_spread":0.1988387710100787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097239755","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":[0.3570953,0.0010597263,0.47711733,0.0024478098,0.00044145933,0.00019087965,0.0037220812,0.0008525098,0.15707296],"genre_scores_gemma":[0.9260044,0.0005420642,0.012672159,0.00017039232,0.00010665289,0.00015594678,0.0007366577,0.00014979101,0.059461936],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997037,0.000097003314,0.000012145824,0.00007526594,0.00004026084,0.00007158854],"domain_scores_gemma":[0.9997595,0.000065672204,0.000032625514,0.000022709086,0.00006865028,0.000050782448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039069602,0.0007542824,0.001322123,0.0006463136,0.0012344151,0.002114002,0.0024387885,0.0030023255,0.01024148],"category_scores_gemma":[0.00083344633,0.0008382186,0.0010619654,0.0013745832,0.0014800464,0.0023842675,0.0011676286,0.0012365498,0.0011448811],"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":[0.000020439642,0.000027265296,0.0003108343,0.0000120128325,0.000010128185,0.00006837089,0.00003495412,0.97047126,0.00029482655,0.02725613,0.0005041625,0.0009895114],"study_design_scores_gemma":[0.000014035122,0.000008029893,0.00013747254,0.0000032183243,0.000007870948,0.000011057607,0.000023384253,0.9947825,0.000045480345,0.0044106734,0.0005491394,0.0000072365633],"about_ca_topic_score_codex":0.078040764,"about_ca_topic_score_gemma":0.03922676,"teacher_disagreement_score":0.078040764,"about_ca_system_score_codex":0.0018810647,"about_ca_system_score_gemma":0.0020705794,"threshold_uncertainty_score":0.15517306},"labels":[],"label_agreement":null},{"id":"W2098875937","doi":"10.1061/(asce)1076-0431(2002)8:2(49)","title":"Wind Pressures on Parapets of Flat Roofs","year":2002,"lang":"en","type":"article","venue":"Journal of Architectural Engineering","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Flat roof; Wind engineering; Structural engineering; Wind tunnel; Building model; Engineering; Geotechnical engineering; Simulation; Aerospace engineering","score_opus":0.008252795884324158,"score_gpt":0.1849846593739353,"score_spread":0.17673186348961115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098875937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99925536,0.000005670102,0.0003758861,0.0000013891315,0.0000014141285,0.000005839651,0.000068801695,0.000008599979,0.00027704696],"genre_scores_gemma":[0.9992391,0.000012553593,0.0002931671,0.0000021596632,0.0000011959562,0.0000068789063,0.0001738867,0.0000040920054,0.00026689045],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997476,0.000027299713,0.000010799238,0.0000416533,0.00010582735,0.00006676286],"domain_scores_gemma":[0.99967813,0.00006584696,0.00005446793,0.00003342969,0.00009495925,0.000073173156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019805235,0.00042290296,0.00035364184,0.000496838,0.00052783673,0.00060389494,0.00032096528,0.00029068333,0.0021008684],"category_scores_gemma":[0.00065066025,0.00029727205,0.00038363488,0.0003154637,0.00042030826,0.00046470357,0.00047111866,0.00028783403,0.00030441035],"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":[0.0024738915,0.00043732458,0.14396824,0.00031396502,0.00016558242,0.0023826242,0.0009773617,0.048618767,0.76141524,0.00071575586,0.00048085113,0.038050395],"study_design_scores_gemma":[0.00006885178,0.0032811926,0.8546107,0.000040947725,0.00006422058,0.00075627735,0.0017269396,0.05327606,0.08440429,0.00047309024,0.0012121971,0.00008525364],"about_ca_topic_score_codex":0.0020292695,"about_ca_topic_score_gemma":0.0023972234,"teacher_disagreement_score":0.0021008684,"about_ca_system_score_codex":0.00014838022,"about_ca_system_score_gemma":0.00024872454,"threshold_uncertainty_score":0.0070280433},"labels":[],"label_agreement":null},{"id":"W2099206300","doi":"10.1175/jam2214.1","title":"Deducing Ground-to-Air Emissions from Observed Trace Gas Concentrations: A Field Trial with Wind Disturbance","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":92,"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 Foundation for Climate and Atmospheric Sciences","keywords":"Environmental science; Atmospheric dispersion modeling; Meteorology; Inverse; Dispersion (optics); Wind speed; Fence (mathematics); Atmospheric sciences; Mathematics; Physics; Air pollution; Geometry; Optics","score_opus":0.016454516655050645,"score_gpt":0.2319485294413181,"score_spread":0.21549401278626745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099206300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99539965,0.000014507312,0.0040448527,0.000031521893,0.000008293503,0.00006175085,0.000103937426,0.000046285564,0.0002892668],"genre_scores_gemma":[0.99568295,0.000009113832,0.0038743615,0.000012660194,0.0000039668066,0.00003905007,0.0001432452,0.000006088875,0.00022857882],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9992562,0.0002803905,0.00005857496,0.0002183092,0.00011510013,0.00007136118],"domain_scores_gemma":[0.99197364,0.005665208,0.00036640177,0.00076749554,0.001018325,0.0002090305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00342576,0.0004938203,0.00063972594,0.00043985154,0.0007907648,0.00051356986,0.00090189354,0.0009338418,0.0007836747],"category_scores_gemma":[0.00554249,0.00031310678,0.00043474467,0.00043956548,0.0009037399,0.0009343134,0.00050389505,0.0007981414,0.00015268286],"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":[0.017215203,0.014774259,0.17453147,0.00059206545,0.0004030534,0.0013292868,0.0018656445,0.5800589,0.08893741,0.0022074112,0.00156757,0.11651775],"study_design_scores_gemma":[0.0011159627,0.012540573,0.04461844,0.00002980183,0.000112655565,0.00010985601,0.0007025111,0.87192416,0.06620089,0.0013854209,0.001180721,0.00007902308],"about_ca_topic_score_codex":0.011598193,"about_ca_topic_score_gemma":0.009730575,"teacher_disagreement_score":0.011598193,"about_ca_system_score_codex":0.00071837683,"about_ca_system_score_gemma":0.00060495205,"threshold_uncertainty_score":0.023061395},"labels":[],"label_agreement":null},{"id":"W2099455924","doi":"10.1016/j.jweia.2007.01.013","title":"CFD evaluation of wind speed conditions in passages between parallel buildings—effect of wall-function roughness modifications for the atmospheric boundary layer flow","year":2007,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":463,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Fluent; Venturi effect; Wind tunnel; Mechanics; Boundary layer; Planetary boundary layer; Wind speed; CFD in buildings; Flow (mathematics); Computer simulation; Surface roughness; Meteorology; Environmental science; Marine engineering; Simulation; Engineering; Materials science; Mechanical engineering; Physics; Inlet; Composite material","score_opus":0.027465468198702107,"score_gpt":0.2615287450170509,"score_spread":0.23406327681834882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099455924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923787,0.00012565362,0.005387103,0.000046349516,0.000040180388,0.000027016591,0.00011968098,0.00008100677,0.0017942375],"genre_scores_gemma":[0.9981987,0.000038515518,0.0013435713,0.0000038616313,0.000006223955,0.0000054536677,0.000068096284,0.000013899506,0.00032173478],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997764,0.00006378814,0.000018413677,0.00003114326,0.00006233439,0.00004799807],"domain_scores_gemma":[0.9986534,0.00079439254,0.00009812503,0.000097380725,0.00027375354,0.00008284433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044492036,0.00042148528,0.00078921294,0.00051095826,0.0006391637,0.0006836988,0.00041338682,0.0008773144,0.0013676807],"category_scores_gemma":[0.0022315874,0.00034618762,0.0006874652,0.00040015517,0.00059816084,0.00049474894,0.0003026648,0.0004272087,0.00016826934],"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":[0.001722674,0.00040005267,0.024496442,0.00022040428,0.00006301213,0.0009693604,0.00027875157,0.85135823,0.10020811,0.0009973551,0.00062652514,0.0186591],"study_design_scores_gemma":[0.00007565265,0.00027142194,0.016269863,0.000014261069,0.00003575828,0.000085500666,0.000097857555,0.9598388,0.022863628,0.00010282747,0.0003110586,0.00003336079],"about_ca_topic_score_codex":0.011140904,"about_ca_topic_score_gemma":0.0069523198,"teacher_disagreement_score":0.011140904,"about_ca_system_score_codex":0.00050664315,"about_ca_system_score_gemma":0.00062612974,"threshold_uncertainty_score":0.022152126},"labels":[],"label_agreement":null},{"id":"W2099477872","doi":"10.1080/15459624.2011.590740","title":"Validation of the Criteria for Initiating the Cleaning of Heating, Ventilation, and Air-Conditioning (HVAC) Ductwork Under Real Conditions","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"HVAC; Environmental science; Ventilation (architecture); Air conditioning; Sampling (signal processing); Indoor air quality; Duct (anatomy); Environmental engineering; Waste management; Computer science; Engineering; Mechanical engineering; Medicine","score_opus":0.036074864354740444,"score_gpt":0.2744866472696544,"score_spread":0.23841178291491394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099477872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796053,0.0003522543,0.01865955,0.000027275388,0.00002804764,0.00034490487,0.00014804197,0.000068878486,0.0007657871],"genre_scores_gemma":[0.9207308,0.00031076703,0.077579044,0.000021230308,0.00001633387,0.00038607517,0.0005238723,0.000033553657,0.00039826977],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9864623,0.0046112835,0.0016296048,0.001724648,0.0051166783,0.00045549686],"domain_scores_gemma":[0.9758026,0.009994981,0.0040229512,0.002142172,0.0075464747,0.00049081753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0092258835,0.0007840475,0.0008720068,0.0017152888,0.00067826285,0.0010048222,0.0015547541,0.0011677719,0.00043793453],"category_scores_gemma":[0.02057679,0.00034423568,0.0005889544,0.0009564109,0.0011352807,0.0006721353,0.0012195614,0.00042559297,0.00037403157],"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":[0.0013374855,0.0013043508,0.1311834,0.0010050916,0.00010173559,0.00018880644,0.0013621018,0.01039362,0.80540144,0.00036164044,0.00031482946,0.047045536],"study_design_scores_gemma":[0.00006767169,0.006446756,0.20493872,0.000106806445,0.000100940495,0.00036423336,0.0010640308,0.028029624,0.75654393,0.0001901744,0.0020531162,0.00009410034],"about_ca_topic_score_codex":0.0026104928,"about_ca_topic_score_gemma":0.0037538675,"teacher_disagreement_score":0.0092258835,"about_ca_system_score_codex":0.00070054986,"about_ca_system_score_gemma":0.00095201994,"threshold_uncertainty_score":0.048791766},"labels":[],"label_agreement":null},{"id":"W2099616531","doi":"10.1007/s10546-011-9605-5","title":"Comparing Two Implementations of a Micromixing Model. Part I: Wall Shear-Layer Flow","year":2011,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Micromixing; Parametrization (atmospheric modeling); Mechanics; Scalar (mathematics); Statistical physics; Physics; Mathematics; Geometry; Microfluidics; Thermodynamics","score_opus":0.07141166292188136,"score_gpt":0.28231003951591066,"score_spread":0.2108983765940293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099616531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.800691,0.00050535094,0.17876261,0.00077535416,0.00048788084,0.00023355549,0.0013926214,0.0047306768,0.012421074],"genre_scores_gemma":[0.93505746,0.00027512255,0.05980213,0.00010757518,0.000043231063,0.00013963945,0.0010478923,0.0006080859,0.0029189447],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963295,0.000113564296,0.0000322841,0.00006386957,0.00009142979,0.000065866465],"domain_scores_gemma":[0.9974261,0.0013338979,0.00012008349,0.0004164555,0.0005203073,0.00018316816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145927,0.0008114958,0.00068790256,0.0005621031,0.0005151238,0.0012145037,0.001735683,0.0015760417,0.0035964414],"category_scores_gemma":[0.0039261603,0.0004082318,0.0005804078,0.0008175611,0.00037139838,0.0014857606,0.00072186475,0.0011739441,0.0005868221],"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":[0.0012221751,0.0005722716,0.0088133,0.00016905944,0.00013314553,0.00008452468,0.00018623695,0.9215233,0.00909133,0.0041037593,0.0023863576,0.051714607],"study_design_scores_gemma":[0.00012883582,0.00015078964,0.0011169618,0.000010230115,0.000024025061,0.000008741106,0.000039585553,0.994238,0.003261246,0.00035478003,0.0006416295,0.00002524761],"about_ca_topic_score_codex":0.03337025,"about_ca_topic_score_gemma":0.016531812,"teacher_disagreement_score":0.03337025,"about_ca_system_score_codex":0.0010594497,"about_ca_system_score_gemma":0.0014247728,"threshold_uncertainty_score":0.06635207},"labels":[],"label_agreement":null},{"id":"W2099835647","doi":"10.1002/fld.1906","title":"Experimental and numerical characterization of the flowfield in the large‐scale UW live fire research facility","year":2008,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Wake; Enclosure; Large eddy simulation; Mechanics; Detached eddy simulation; Crosswind; Cylinder; Inflow; Vortex shedding; Flow (mathematics); Computational fluid dynamics; Turbulence; Wind tunnel; Meteorology; Jet (fluid); Scale model; Physics; Reynolds-averaged Navier–Stokes equations; Reynolds number; Aerospace engineering; Engineering; Mechanical engineering","score_opus":0.06991484438104204,"score_gpt":0.41404196582928415,"score_spread":0.3441271214482421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099835647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994115,0.000018091092,0.0048483373,0.000012891581,0.0000041900516,0.000058451973,0.0002632541,0.00013093263,0.00054886384],"genre_scores_gemma":[0.99169415,0.000018775794,0.007412475,0.00000874474,0.0000025308798,0.00006387664,0.00038073058,0.000013578531,0.00040518935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960965,0.00004189861,0.000016290809,0.000093119124,0.0001254315,0.00011355526],"domain_scores_gemma":[0.9994492,0.000112195456,0.0001024483,0.00008589502,0.00015422565,0.000096051015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007959366,0.00028059515,0.00018358666,0.00027347726,0.0007361069,0.00029909404,0.00057264755,0.0003521667,0.0011299213],"category_scores_gemma":[0.00056692486,0.00012915372,0.0001965187,0.00016296808,0.00055837666,0.00030454362,0.00032642926,0.00046379352,0.00016139154],"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":[0.0010821262,0.0020078951,0.056998678,0.00008083103,0.000026065947,0.0004354406,0.00050153956,0.02069846,0.8848038,0.0006927311,0.00081863237,0.03185378],"study_design_scores_gemma":[0.0001740216,0.0044068634,0.11338501,0.000027277583,0.000028804468,0.00024302556,0.00047266076,0.07112498,0.8072262,0.00012504206,0.0027183278,0.00006789627],"about_ca_topic_score_codex":0.004346895,"about_ca_topic_score_gemma":0.008095713,"teacher_disagreement_score":0.004346895,"about_ca_system_score_codex":0.0004416523,"about_ca_system_score_gemma":0.0003898552,"threshold_uncertainty_score":0.00864321},"labels":[],"label_agreement":null},{"id":"W2100796731","doi":"10.1175/jcli-d-11-00321.1","title":"The Influence of Boundary Layer Processes on the Diurnal Variation of the Climatological Near-Surface Wind Speed Probability Distribution over Land*","year":2012,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":19,"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 Victoria","funders":"Mitacs","keywords":"Wind speed; Skewness; Environmental science; Probability density function; Standard deviation; Planetary boundary layer; Meteorology; Boundary layer; Weibull distribution; Atmospheric sciences; Surface layer; Turbulence kinetic energy; Climatology; Turbulence; Geology; Mathematics; Mechanics; Physics; Statistics","score_opus":0.015012820459395454,"score_gpt":0.24788407231263668,"score_spread":0.23287125185324123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100796731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679667,0.00010347946,0.0018392473,0.000047498,0.00000984856,0.0000054627417,0.00022179399,0.00007452202,0.0009014349],"genre_scores_gemma":[0.9996898,0.000016740172,0.00012552197,0.0000028941738,0.0000014455607,0.0000012805077,0.00009001682,0.00000598095,0.00006630762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99994266,0.0000116330075,0.000002725432,0.000015937267,0.0000124827875,0.000014560506],"domain_scores_gemma":[0.9996761,0.00016101633,0.000045982742,0.000027517659,0.000054401167,0.00003504517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022036294,0.00017281082,0.00013627263,0.00022119674,0.00022079301,0.00043664788,0.00019552921,0.00019483802,0.00067032914],"category_scores_gemma":[0.0009230566,0.00013254215,0.00019318222,0.00014851893,0.00020190157,0.00027573065,0.00012985438,0.00015458387,0.00010908544],"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":[0.0005796615,0.00015040918,0.41217822,0.00014445078,0.00021833969,0.00060622295,0.00028199112,0.34612,0.19777043,0.0014261854,0.0014281466,0.039096028],"study_design_scores_gemma":[0.000019561663,0.00004027627,0.54699576,0.000010534606,0.000021889435,0.000047938305,0.000057330773,0.44682142,0.0053172647,0.00027939418,0.00036990386,0.00001871592],"about_ca_topic_score_codex":0.035564538,"about_ca_topic_score_gemma":0.02073684,"teacher_disagreement_score":0.035564538,"about_ca_system_score_codex":0.00034162545,"about_ca_system_score_gemma":0.00025201606,"threshold_uncertainty_score":0.07071507},"labels":[],"label_agreement":null},{"id":"W2100922816","doi":"10.1111/j.1600-0668.2004.00242.x","title":"Pollutant dispersion in a large indoor space: Part 1 - Scaled experiments using a water-filled model with occupants and furniture","year":2004,"lang":"en","type":"article","venue":"Indoor Air","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Turbulence kinetic energy; Turbulence; Environmental science; Scale model; Scale (ratio); Dispersion (optics); Meteorology; Diffusion; Full scale; Mechanics; Turbulent diffusion; Physics; Engineering; Aerospace engineering; Optics; Structural engineering; Thermodynamics","score_opus":0.01314398312153081,"score_gpt":0.23649071930683258,"score_spread":0.22334673618530176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100922816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98509014,0.000029839382,0.014154667,0.00002336703,0.000011003918,0.00008629784,0.00012966334,0.00008366236,0.0003914372],"genre_scores_gemma":[0.9890983,0.00006640009,0.0101044625,0.000011703502,0.0000037963507,0.000116159754,0.00012313269,0.00001399926,0.00046210337],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997874,0.000034962206,0.000012681662,0.00006758192,0.000068918605,0.00002852762],"domain_scores_gemma":[0.99969864,0.00010221775,0.00005319647,0.00006398423,0.00004641498,0.00003565344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024713625,0.000513825,0.0004103043,0.00017386761,0.00031710978,0.00038750292,0.0004443374,0.00036651548,0.0008127762],"category_scores_gemma":[0.00041570893,0.00018604277,0.00057351985,0.00019427798,0.0004681107,0.00043077715,0.00048387307,0.0004201274,0.00013881616],"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":[0.0006088636,0.0014349893,0.0115867965,0.00020202673,0.000044829518,0.00028846768,0.00028978707,0.14551745,0.8266655,0.0006855993,0.0002266527,0.012449096],"study_design_scores_gemma":[0.00017550845,0.0061725057,0.023059845,0.000017749557,0.00009462933,0.00011158474,0.00037278773,0.46208337,0.5059491,0.0006014178,0.001272575,0.00008898578],"about_ca_topic_score_codex":0.005671876,"about_ca_topic_score_gemma":0.0038788053,"teacher_disagreement_score":0.005671876,"about_ca_system_score_codex":0.00053426164,"about_ca_system_score_gemma":0.00042015087,"threshold_uncertainty_score":0.011277735},"labels":[],"label_agreement":null},{"id":"W2100945580","doi":"10.1016/j.jvolgeores.2009.09.013","title":"Assessment of the UV camera sulfur dioxide retrieval for point source plumes","year":2009,"lang":"en","type":"article","venue":"Journal of Volcanology and Geothermal Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Barrie Urology Group","funders":"U.S. Geological Survey; National Science Foundation","keywords":"Calibration; Environmental science; Remote sensing; Sulfur dioxide; Sampling (signal processing); Absorption (acoustics); Optics; Noise (video); Materials science; Computer science; Chemistry; Geology; Filter (signal processing); Computer vision; Physics; Image (mathematics)","score_opus":0.024148775077912247,"score_gpt":0.327498928594563,"score_spread":0.30335015351665073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100945580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663281,0.0006366467,0.026787372,0.00023150777,0.000039858976,0.00006957571,0.00075019716,0.00047855068,0.0046782475],"genre_scores_gemma":[0.9791768,0.00022448829,0.018681232,0.000055067187,0.000020073407,0.000019510122,0.0006661856,0.00007942965,0.0010771329],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971503,0.000057970512,0.000009247892,0.000048290567,0.00013672526,0.00003265768],"domain_scores_gemma":[0.99951804,0.000185095,0.00003688734,0.00003206298,0.0001990068,0.000028903463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008117395,0.00044207182,0.00044784448,0.00048039336,0.00024985755,0.00087939634,0.0005210204,0.00093609054,0.000771781],"category_scores_gemma":[0.0017258822,0.0002907809,0.00041873162,0.0003324185,0.00022439881,0.0010807769,0.00037792514,0.00030399478,0.00030480328],"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":[0.003404972,0.00025590448,0.057114035,0.0003162145,0.00022553725,0.00020122582,0.00023348613,0.06739952,0.73303264,0.0009652287,0.001505734,0.13534552],"study_design_scores_gemma":[0.0005391434,0.0006182209,0.119807735,0.00008055161,0.00036172548,0.00020708398,0.00024725404,0.58497584,0.28885642,0.0007287886,0.0034611202,0.00011609813],"about_ca_topic_score_codex":0.008539815,"about_ca_topic_score_gemma":0.011042944,"teacher_disagreement_score":0.008539815,"about_ca_system_score_codex":0.0005212335,"about_ca_system_score_gemma":0.000691705,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2101702864","doi":"10.1260/030952406779295462","title":"A Turbulence-Based Model for Resolving Velocity and Temperature Profiles in the Atmospheric Surface Layer","year":2006,"lang":"en","type":"article","venue":"Wind Engineering","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":"École de Technologie Supérieure; Nordic Life Science Pipeline (Canada)","funders":"","keywords":"Turbulence; Turbulence modeling; K-epsilon turbulence model; K-omega turbulence model; Surface layer; Eddy covariance; Coupling (piping); Covariance; Mechanics; Physics; Statistical physics; Meteorology; Layer (electronics); Mathematics; Materials science; Statistics","score_opus":0.007392631383354685,"score_gpt":0.18507648041626984,"score_spread":0.17768384903291515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101702864","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":[0.061250955,0.00021091242,0.9337831,0.0001572109,0.00011861504,0.00005533283,0.00018816399,0.00022672593,0.004008945],"genre_scores_gemma":[0.88846606,0.00032738884,0.10512865,0.00006722148,0.00008316347,0.00017808346,0.00031188264,0.00006279406,0.005374791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999897,0.00001835476,0.000008415379,0.00002000736,0.00004428953,0.000011793809],"domain_scores_gemma":[0.9999379,0.000014511669,0.000012719985,0.000007304667,0.000021352571,0.0000062299255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020825051,0.00035526179,0.00039778757,0.00024406843,0.00031267275,0.000655363,0.0007752905,0.0006300152,0.00038780613],"category_scores_gemma":[0.000445574,0.00019495306,0.00044419168,0.00036185508,0.00031525863,0.00084374705,0.00043788736,0.00058340916,0.00015868583],"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":[0.000044101253,0.00004710317,0.0015106511,0.00006113453,0.0000270651,0.000096250784,0.00008063288,0.88608944,0.020982916,0.07235055,0.0005576352,0.018152466],"study_design_scores_gemma":[0.0000048046086,0.000009220771,0.0001798422,0.0000012656774,0.0000031767975,0.000010892351,0.0000035348937,0.9967063,0.00056953775,0.0020124584,0.00049481285,0.0000042052834],"about_ca_topic_score_codex":0.0046591237,"about_ca_topic_score_gemma":0.0039013862,"teacher_disagreement_score":0.0046591237,"about_ca_system_score_codex":0.0004456774,"about_ca_system_score_gemma":0.0009179552,"threshold_uncertainty_score":0.009263992},"labels":[],"label_agreement":null},{"id":"W2101987065","doi":"10.1023/a:1025414805676","title":"Wind Measurements in a Square Plot Enclosed by a Shelter Fence","year":2003,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Plot (graphics); Fence (mathematics); Wind speed; Mathematics; Square (algebra); Roughness length; Environmental science; Wind profile power law; Geometry; Meteorology; Hydrology (agriculture); Statistics; Geology; Physics; Geotechnical engineering; Combinatorics","score_opus":0.02639165901799019,"score_gpt":0.24700415849675994,"score_spread":0.22061249947876976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101987065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979887,0.000010630114,0.00029604495,0.000015036395,0.000010478751,0.000029721085,0.0006675514,0.000036885347,0.0009448121],"genre_scores_gemma":[0.9966625,0.00002335229,0.0013082706,0.00001321045,0.000007959975,0.00003814137,0.001159111,0.0000121130915,0.0007753406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973816,0.000037542122,0.000012892804,0.00008719844,0.00006587365,0.00005831514],"domain_scores_gemma":[0.9993512,0.000109990906,0.00007922604,0.000050612485,0.00015922454,0.00024966043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001654179,0.00041341461,0.00062480994,0.0007074562,0.0016054951,0.0005612778,0.0005262285,0.00082720176,0.0016744623],"category_scores_gemma":[0.000488639,0.00029355442,0.000286701,0.0007703383,0.0006172751,0.00028441515,0.0005732141,0.00055627176,0.0005680483],"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":[0.007224119,0.003087224,0.6667648,0.00021775371,0.0002213198,0.004193702,0.0056311656,0.0049949395,0.2793998,0.0002928649,0.0032772208,0.024694975],"study_design_scores_gemma":[0.00009179362,0.0007932935,0.98792404,0.000012051121,0.000035481004,0.00022677469,0.0013255945,0.0035518077,0.0051210998,0.000033810007,0.0008636418,0.00002058852],"about_ca_topic_score_codex":0.023325164,"about_ca_topic_score_gemma":0.07717914,"teacher_disagreement_score":0.023325164,"about_ca_system_score_codex":0.0003257742,"about_ca_system_score_gemma":0.00051286933,"threshold_uncertainty_score":0.04637879},"labels":[],"label_agreement":null},{"id":"W2102124652","doi":"10.1175/2010jamc2427.1","title":"Ground-to-Air Gas Emission Rate Inferred from Measured Concentration Rise within a Disturbed Atmospheric Surface Layer","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Bombardier (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Inverse; Mechanics; Turbulence; Dispersion (optics); Flow (mathematics); Environmental science; Atmospheric dispersion modeling; Surface layer; Meteorology; Mean flow; Inverse problem; Atmospheric sciences; Physics; Mathematics; Materials science; Layer (electronics); Mathematical analysis; Geometry; Optics; Air pollution; Chemistry","score_opus":0.008499167002378022,"score_gpt":0.2259025652114806,"score_spread":0.2174033982091026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102124652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934843,0.00001984215,0.006161998,0.000004439821,0.0000014912439,0.0000035953158,0.00006306735,0.000040975046,0.00022024284],"genre_scores_gemma":[0.998828,0.0000074792797,0.0010742748,6.612541e-7,7.326819e-7,0.0000015091589,0.000056911707,0.0000022904837,0.000028260149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998983,0.000018236085,0.0000066127086,0.000029981557,0.00003385095,0.000013029822],"domain_scores_gemma":[0.99969983,0.00013572762,0.00006447286,0.000031807176,0.00005063565,0.000017511164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021908476,0.00022838602,0.00016431231,0.0005801002,0.00011699573,0.00026295386,0.00030812796,0.00020791838,0.00023285527],"category_scores_gemma":[0.00084652053,0.0001648135,0.00018433353,0.00024502302,0.00023967179,0.00028913026,0.00019122771,0.00017178697,0.000069320595],"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":[0.000655516,0.00012111819,0.5977266,0.0001249175,0.00011553432,0.00026968133,0.00025768462,0.12424774,0.25150752,0.00063557574,0.000108683395,0.0242295],"study_design_scores_gemma":[0.000023472789,0.0001416079,0.43593317,0.000011440564,0.000033363056,0.00012740392,0.000093775896,0.4836737,0.079438694,0.000271959,0.00022143789,0.000030036786],"about_ca_topic_score_codex":0.0059220623,"about_ca_topic_score_gemma":0.0050338586,"teacher_disagreement_score":0.0059220623,"about_ca_system_score_codex":0.00025047438,"about_ca_system_score_gemma":0.00012951161,"threshold_uncertainty_score":0.011775136},"labels":[],"label_agreement":null},{"id":"W2102207225","doi":"10.1017/s0022112008001353","title":"High concentrations of a passive scalar in turbulent dispersion","year":2008,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"","keywords":"Scalar (mathematics); Advection; Turbulence; Plume; Physics; Turbulent diffusion; Thermodynamics; Molecular diffusion; Range (aeronautics); Mechanics; Dispersion (optics); Schmidt number; Statistical physics; Materials science; Mathematics; Quantum mechanics; Geometry","score_opus":0.009569881464974523,"score_gpt":0.20422812699217816,"score_spread":0.19465824552720362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102207225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7010465,0.0008041788,0.29019806,0.00063738873,0.00004399916,0.00005684311,0.00016908991,0.00028730006,0.006756579],"genre_scores_gemma":[0.99516875,0.00018937516,0.0034419473,0.000028079763,0.000021027601,0.000019380683,0.00002852084,0.000017803279,0.0010851949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999798,0.000046599056,0.0000113485,0.00006300404,0.00003967916,0.000041390478],"domain_scores_gemma":[0.9985808,0.000760731,0.00041093145,0.000057334913,0.000107562744,0.00008262119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071488315,0.00062120834,0.00041701613,0.00071090506,0.00055214646,0.0016270028,0.0006910998,0.0011054904,0.00046819306],"category_scores_gemma":[0.0024763094,0.0004742802,0.0005182279,0.0005779485,0.0021659127,0.0015838577,0.0009751298,0.00065922434,0.000109095636],"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":[0.00013466152,0.000053044256,0.008531125,0.00008964267,0.000023942346,0.00056136,0.00017879368,0.9347395,0.01616429,0.03519921,0.0002564939,0.004068026],"study_design_scores_gemma":[0.000023190165,0.00009146208,0.0036924344,0.000015389853,0.000013364639,0.00014120873,0.000060059578,0.97506136,0.0035201632,0.016861925,0.00048522113,0.00003417294],"about_ca_topic_score_codex":0.0034107766,"about_ca_topic_score_gemma":0.0012431241,"teacher_disagreement_score":0.0034107766,"about_ca_system_score_codex":0.0012286789,"about_ca_system_score_gemma":0.00033130424,"threshold_uncertainty_score":0.008914709},"labels":[],"label_agreement":null},{"id":"W2103048905","doi":"","title":"WIND TUNNEL MEASUREMENT AND ASSESSMENT ON THE PEDESTRIAN WIND ENVIRONMENT - A CASE STUDY OF JINYING HIGH RISE BUILDING IN TAIPEI, TAIWAN","year":2009,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Weibull distribution; Wind speed; Wind tunnel; Environmental science; Meteorology; Engineering; Marine engineering; Transport engineering; Geography; Statistics; Mathematics","score_opus":0.03556624830575221,"score_gpt":0.2579718324614422,"score_spread":0.22240558415568995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103048905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999243,0.0000039672814,0.0005874716,0.000003307408,6.2532325e-7,0.000005447079,0.000016124577,0.0000034111565,0.00013678064],"genre_scores_gemma":[0.99888974,0.000011203982,0.0009169024,0.0000023152495,6.5938815e-7,0.000005838427,0.000033410557,0.0000013351344,0.00013850788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998591,0.000050680723,0.000008779584,0.00002236018,0.00003730457,0.000021664977],"domain_scores_gemma":[0.9997012,0.000081699116,0.000037856826,0.000051021565,0.000092631984,0.00003561105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040887756,0.00020117826,0.00017870426,0.00024095076,0.00034457582,0.00017144563,0.00022087806,0.00025213385,0.00044869247],"category_scores_gemma":[0.00040680706,0.000113758084,0.00016815384,0.00025769076,0.00018150253,0.00022966387,0.00020077662,0.00013502341,0.00006213612],"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":[0.0007072504,0.0009472251,0.7410908,0.00035188475,0.0001167713,0.009794588,0.0093598245,0.019230489,0.16500674,0.000483459,0.00049944845,0.052411657],"study_design_scores_gemma":[0.00004256929,0.0018621103,0.92392355,0.000030500029,0.00007666149,0.0019651318,0.009446122,0.031220878,0.030011795,0.00016181728,0.0012030684,0.00005574551],"about_ca_topic_score_codex":0.006267238,"about_ca_topic_score_gemma":0.019186486,"teacher_disagreement_score":0.006267238,"about_ca_system_score_codex":0.00016035733,"about_ca_system_score_gemma":0.0002444856,"threshold_uncertainty_score":0.012461543},"labels":[],"label_agreement":null},{"id":"W2103587280","doi":"10.1520/jai101210","title":"An Investigation of Climate Loads on Building Façades for Selected Locations in the United States","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Environmental science; Rainwater harvesting; Weather modification; Moisture; Meteorology","score_opus":0.013264184096419867,"score_gpt":0.2802469352234449,"score_spread":0.266982751127025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103587280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99908924,0.0000071067534,0.0001313819,0.0000073447827,0.000001618914,0.000007852659,0.0002698472,0.0000138923115,0.0004716105],"genre_scores_gemma":[0.999209,0.000009651217,0.00023360405,0.000006015997,0.0000016861463,0.000011161484,0.00032190137,0.000003093756,0.00020386968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996861,0.00006177392,0.00001662012,0.00005097202,0.00013822176,0.000046394533],"domain_scores_gemma":[0.999258,0.00016008363,0.00015367485,0.00004846383,0.00026949024,0.000110313216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002725732,0.0003146059,0.00018188368,0.0010964825,0.0005962393,0.00035355182,0.0002704784,0.00033833325,0.0010884352],"category_scores_gemma":[0.0006981458,0.00019000181,0.00022387972,0.0008702157,0.0002041204,0.00024257165,0.0003679296,0.00022841431,0.00020604159],"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":[0.00015433434,0.00021029763,0.9757764,0.00002873648,0.00006622409,0.00041911675,0.0008905182,0.004909191,0.006167972,0.000058434423,0.00039962225,0.010919237],"study_design_scores_gemma":[0.0000019094525,0.00009387398,0.9961218,0.0000020266127,0.00000829346,0.00003954544,0.00071318407,0.0022449915,0.0005344712,0.000008702055,0.00022682121,0.0000043039695],"about_ca_topic_score_codex":0.063998744,"about_ca_topic_score_gemma":0.18642776,"teacher_disagreement_score":0.063998744,"about_ca_system_score_codex":0.00096265733,"about_ca_system_score_gemma":0.00034650177,"threshold_uncertainty_score":0.12725246},"labels":[],"label_agreement":null},{"id":"W2103636554","doi":"","title":"Buoyant convection from a discrete source in a leaky porous medium","year":2014,"lang":"en","type":"article","venue":"Bulletin of the American Physical Society","topic":"Wind and Air Flow Studies","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":"University of Alberta","funders":"","keywords":"Plume; Porous medium; Buoyancy; Mechanics; Laminar flow; Electrical conduit; Permeability (electromagnetism); Line source; Stratification (seeds); Turbulence; Porosity; Geology; Convection; Natural convection; Geotechnical engineering; Meteorology; Physics; Chemistry; Optics","score_opus":0.0034719933894984986,"score_gpt":0.19595020891658105,"score_spread":0.19247821552708255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103636554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63589674,0.0015734534,0.35142994,0.00084045256,0.00014801658,0.0001100352,0.00028031718,0.00046978335,0.009251191],"genre_scores_gemma":[0.9846246,0.0004152055,0.010855134,0.000060723345,0.000041605148,0.00005023524,0.00006774722,0.000024107407,0.0038606795],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982566,0.00003585096,0.000010746748,0.00003919392,0.000056883106,0.00003171316],"domain_scores_gemma":[0.99954945,0.00022085616,0.000094753,0.000027817588,0.00005422998,0.00005292693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027825186,0.00047807256,0.0006419172,0.00053064706,0.00039871543,0.0012354255,0.00067787484,0.0010609274,0.00080334226],"category_scores_gemma":[0.001200332,0.00035219092,0.00049393374,0.0003697403,0.0017786014,0.0012366553,0.001445914,0.0007693883,0.00014165671],"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":[0.00022566586,0.00012376712,0.002779918,0.0003789579,0.00006711183,0.0011178554,0.00057324243,0.7764549,0.1091123,0.099424265,0.00062946544,0.009112467],"study_design_scores_gemma":[0.00005365658,0.000035176967,0.0003171587,0.000006873998,0.000006084097,0.00005300567,0.000024528925,0.99183226,0.002333933,0.0049275155,0.00039480036,0.000014954102],"about_ca_topic_score_codex":0.005388857,"about_ca_topic_score_gemma":0.0017047614,"teacher_disagreement_score":0.005388857,"about_ca_system_score_codex":0.0010782013,"about_ca_system_score_gemma":0.0007104665,"threshold_uncertainty_score":0.010715008},"labels":[],"label_agreement":null},{"id":"W2103642581","doi":"10.1175/1520-0450(2001)040<0229:maolsp>2.0.co;2","title":"Multifractal Analysis of Line-Source Plume Concentration Fluctuations in Surface-Layer Flows","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"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":"Multifractal system; Plume; Scalar (mathematics); Line source; Turbulence; TRACER; Environmental science; Surface layer; Statistical physics; Mechanics; Geology; Meteorology; Physics; Mathematics; Materials science; Fractal; Layer (electronics); Mathematical analysis; Geometry; Optics","score_opus":0.012864557070376323,"score_gpt":0.24664519947417002,"score_spread":0.2337806424037937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103642581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7835479,0.00007562676,0.21578255,0.000044254615,0.0000033507542,0.000021684009,0.00009417209,0.00012494731,0.00030549755],"genre_scores_gemma":[0.98807865,0.000023040817,0.011736184,0.0000028103664,0.0000022181848,0.000008057554,0.000053338023,0.0000059770423,0.00008967048],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99988055,0.000040099112,0.000008096193,0.000018310922,0.00003546038,0.000017545326],"domain_scores_gemma":[0.9993305,0.00031926582,0.00013107907,0.00005760648,0.00012902483,0.00003263441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057982333,0.00021450759,0.00014947308,0.0007083872,0.00015894207,0.0002815655,0.0002249026,0.0001643247,0.00019522334],"category_scores_gemma":[0.0021482725,0.00009051081,0.00028516835,0.00026889067,0.00023358554,0.00034259088,0.00016376816,0.00021800934,0.000036262456],"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":[0.00013186136,0.00005050953,0.022261998,0.000037091333,0.000044286968,0.00012761174,0.00013811943,0.89684254,0.03733237,0.011174766,0.00018164775,0.031677164],"study_design_scores_gemma":[0.000001774317,0.000011643243,0.0030359158,8.451729e-7,0.0000015638817,0.000012312855,0.0000050590197,0.9949527,0.0012543281,0.00066866115,0.000051168943,0.0000039652164],"about_ca_topic_score_codex":0.0039924677,"about_ca_topic_score_gemma":0.0016401901,"teacher_disagreement_score":0.0039924677,"about_ca_system_score_codex":0.000572549,"about_ca_system_score_gemma":0.0002696493,"threshold_uncertainty_score":0.007938445},"labels":[],"label_agreement":null},{"id":"W2104012566","doi":"10.1007/s10546-006-9074-4","title":"Methodological Considerations Regarding the Measurement of Turbulent Fluxes in the Urban Roughness Sublayer: The Role of Scintillometery","year":2006,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; Canadian Foundation for Climate and Atmospheric Sciences; National University of Singapore; Universität Basel","keywords":"Scintillometer; Turbulence; Dissipation; Sensible heat; Isotropy; Meteorology; Eddy covariance; Physics; Urban heat island; Environmental science; Computational physics; Mechanics; Optics; Thermodynamics","score_opus":0.06221614644893148,"score_gpt":0.27352133086410674,"score_spread":0.21130518441517526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104012566","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":[0.3097978,0.0053247255,0.654195,0.012365441,0.002698276,0.0019401907,0.0010433432,0.00044045752,0.012194779],"genre_scores_gemma":[0.6914162,0.0020839402,0.2902707,0.005574568,0.00063550554,0.0041997842,0.00041424477,0.00039274813,0.0050122836],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9563993,0.03138815,0.0030889274,0.0030207566,0.005255788,0.0008470347],"domain_scores_gemma":[0.945194,0.032842886,0.0048963954,0.0060578017,0.010229383,0.0007794853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.082931496,0.0010112937,0.0020633277,0.0022615434,0.0029529638,0.005360158,0.0059461007,0.0024281105,0.0010528042],"category_scores_gemma":[0.14915438,0.00089126173,0.0012697019,0.002628598,0.006431557,0.0022568947,0.003623491,0.0025924423,0.00038648542],"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":[0.007619948,0.00086115795,0.3379383,0.0060626795,0.0030385612,0.0013931887,0.025296869,0.027345603,0.21276316,0.16142634,0.010454958,0.20579928],"study_design_scores_gemma":[0.0014795935,0.004575902,0.37435418,0.0029577354,0.0034377407,0.0026978918,0.022165213,0.08225241,0.24395096,0.16765366,0.09317652,0.0012980948],"about_ca_topic_score_codex":0.023097828,"about_ca_topic_score_gemma":0.033131182,"teacher_disagreement_score":0.082931496,"about_ca_system_score_codex":0.0016373441,"about_ca_system_score_gemma":0.0039057396,"threshold_uncertainty_score":0.43858892},"labels":[],"label_agreement":null},{"id":"W2105483285","doi":"10.1155/2013/657437","title":"Wind Speed Estimation: Incorporating Seasonal Data Using Markov Chain Models","year":2013,"lang":"en","type":"article","venue":"ISRN Renewable Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Agri-Futures Nova Scotia Association","keywords":"Wind speed; Markov chain Monte Carlo; Monte Carlo method; Tower; Markov chain; Meteorology; Wind power; Computer science; Markov model; Environmental science; Statistics; Mathematics; Engineering; Geography","score_opus":0.0325785137038476,"score_gpt":0.23664143371183582,"score_spread":0.20406292000798823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105483285","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":[0.05259178,0.00009212204,0.9460195,0.000102367725,0.00002354864,0.000033195578,0.00018405028,0.00022816999,0.00072536786],"genre_scores_gemma":[0.8677992,0.00026743606,0.1299693,0.00004846224,0.00005955094,0.000115689494,0.00086082006,0.000069956215,0.00080960663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946386,0.00022802454,0.000040031748,0.000122032965,0.00010129573,0.0000447352],"domain_scores_gemma":[0.996029,0.0030114965,0.00035366815,0.00028154458,0.0002521827,0.00007200234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018802726,0.00052329735,0.0006754394,0.00065825094,0.00038440584,0.0007844645,0.00086389505,0.00074333156,0.00076231314],"category_scores_gemma":[0.0069222427,0.0007440077,0.0006531815,0.0007062757,0.0003706593,0.0017069377,0.0005754108,0.00095518935,0.00016396564],"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":[0.000015506223,0.000019168716,0.0023714253,0.0000129717355,0.00002678096,0.000021764421,0.000021057294,0.98656917,0.00034200703,0.0019578752,0.000090123045,0.008552256],"study_design_scores_gemma":[0.0000018895995,0.0000051074103,0.00023314134,0.0000027998337,0.000002999109,0.0000036705223,0.0000023130297,0.998487,0.00009562364,0.0010768509,0.000085282365,0.000003263544],"about_ca_topic_score_codex":0.014577762,"about_ca_topic_score_gemma":0.017535817,"teacher_disagreement_score":0.014577762,"about_ca_system_score_codex":0.0005314552,"about_ca_system_score_gemma":0.0011434702,"threshold_uncertainty_score":0.028985858},"labels":[],"label_agreement":null},{"id":"W2105767958","doi":"10.1061/(asce)0733-9399(2008)134:12(1021)","title":"Numerical Study on the Existence of the Venturi Effect in Passages between Perpendicular Buildings","year":2008,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Venturi effect; Perpendicular; Wind speed; Mechanics; Flow (mathematics); Computational fluid dynamics; Geology; Environmental science; Meteorology; Physics; Engineering; Mechanical engineering; Geometry; Mathematics","score_opus":0.012401834065112635,"score_gpt":0.20855775192899603,"score_spread":0.1961559178638834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105767958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98524046,0.00025499632,0.009966853,0.000075150674,0.000040936135,0.00004125193,0.00010794217,0.000060619295,0.0042117336],"genre_scores_gemma":[0.9961504,0.00008160792,0.0031331852,0.000006936871,0.000008482317,0.000010401279,0.000046034882,0.0000056273816,0.0005574076],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998466,0.000044049768,0.000011494686,0.000024977835,0.000032346015,0.00004059863],"domain_scores_gemma":[0.9991835,0.0004593342,0.00014926442,0.000046874207,0.00007178627,0.00008923727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039671754,0.00042374822,0.0005416178,0.0005858765,0.0005403215,0.00074268907,0.0004582854,0.001010052,0.0010974584],"category_scores_gemma":[0.002003894,0.00022672968,0.0004582367,0.0005283759,0.00088056014,0.00044689904,0.00061283604,0.0004014925,0.00009763772],"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":[0.00038033846,0.00019461437,0.01591882,0.00013522133,0.000049148628,0.0011586866,0.00017037462,0.9575526,0.016275223,0.0030378457,0.00032628255,0.004800988],"study_design_scores_gemma":[0.00003616721,0.00023276036,0.004518315,0.000014222323,0.000020938123,0.00011742418,0.000092879985,0.99219173,0.0021014914,0.00037966965,0.00027609174,0.000018264926],"about_ca_topic_score_codex":0.0054793237,"about_ca_topic_score_gemma":0.0025494727,"teacher_disagreement_score":0.0054793237,"about_ca_system_score_codex":0.00029861112,"about_ca_system_score_gemma":0.00033662998,"threshold_uncertainty_score":0.010894895},"labels":[],"label_agreement":null},{"id":"W2107083151","doi":"10.1023/a:1021345131117","title":"A Wind Tunnel Investigation of the Influence of Solar-Induced Wall-Heating on the Flow Regime within a Simulated Urban Street Canyon","year":2002,"lang":"en","type":"article","venue":"Water Air and Soil Pollution Focus","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Canyon; Froude number; Buoyancy; Meteorology; Turbulence; Mechanics; Plume; Boundary layer; Wind tunnel; Geology; Flow (mathematics); Atmospheric sciences; Physics; Geomorphology","score_opus":0.013493828074225181,"score_gpt":0.1860614012645408,"score_spread":0.17256757319031563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107083151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99931085,0.0000047179856,0.00019102167,0.0000077254435,0.0000033773308,0.0000111660165,0.00010791686,0.000022520187,0.00034084308],"genre_scores_gemma":[0.9993486,0.000011093932,0.00025837013,0.0000045482534,0.0000011471766,0.0000123043155,0.00013615332,0.000006213121,0.0002214079],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999045,0.00002684659,0.0000051744473,0.000019851544,0.00001510403,0.000028558676],"domain_scores_gemma":[0.999537,0.00023009557,0.000028395309,0.000032959902,0.00006254249,0.00010904921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000257231,0.00042000329,0.0005489151,0.00023337005,0.0006376387,0.0004952019,0.0004279161,0.0008825862,0.0017432302],"category_scores_gemma":[0.0004611355,0.00031523817,0.00042690235,0.00026497955,0.00051493157,0.00027020258,0.0003144185,0.00052318716,0.00013582973],"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":[0.0069226976,0.0047158184,0.10319369,0.00032246168,0.0003184269,0.0033721535,0.0010874472,0.6369973,0.22923493,0.0010614676,0.0016375394,0.011136052],"study_design_scores_gemma":[0.0009298432,0.0061383997,0.19200392,0.000048483398,0.00015792303,0.00033499967,0.0012820471,0.7608745,0.037057888,0.0002884323,0.00075885287,0.00012472479],"about_ca_topic_score_codex":0.01086914,"about_ca_topic_score_gemma":0.010836512,"teacher_disagreement_score":0.01086914,"about_ca_system_score_codex":0.00030468707,"about_ca_system_score_gemma":0.0006082637,"threshold_uncertainty_score":0.02161175},"labels":[],"label_agreement":null},{"id":"W2108377659","doi":"10.1520/jai102043","title":"Assessment of Energy Rating of Polyurethane Spray Foam Walls: Procedure and Interim Results","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","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":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Polyurethane; Materials science; Leakage (economics); Thermal insulation; Thermal resistance; Composite material; Thermal; Air permeability specific surface; Cabin pressurization; Nuclear engineering; Structural engineering; Environmental science; Engineering","score_opus":0.00957853933132901,"score_gpt":0.2756864383273892,"score_spread":0.2661078989960602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108377659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94024336,0.00053082005,0.054039285,0.000018349167,0.000018166707,0.00053124374,0.0004298903,0.0003138026,0.0038750577],"genre_scores_gemma":[0.9509617,0.00030577852,0.044319462,0.000012690857,0.000006655539,0.00028393607,0.00045161968,0.00007643303,0.0035817435],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976897,0.0006018157,0.00019447936,0.00030956994,0.0010814177,0.00012299864],"domain_scores_gemma":[0.9980248,0.0005829877,0.0002726909,0.0002865928,0.00077389734,0.000058985013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002582811,0.0007060489,0.00044356252,0.0009559509,0.0003720268,0.0003959549,0.00065099826,0.0004931542,0.0012692104],"category_scores_gemma":[0.0035923903,0.00021920846,0.00044100356,0.0007605434,0.00043524266,0.00040728587,0.00046878966,0.000304283,0.0007678838],"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":[0.00064811355,0.0004938887,0.016203681,0.00023173896,0.000035188626,0.00015186235,0.0005141486,0.003587325,0.9151188,0.00026216853,0.00013612866,0.06261685],"study_design_scores_gemma":[0.000009389512,0.0016482945,0.023457387,0.000012068085,0.000029332452,0.0001223864,0.00012568111,0.00303041,0.97039974,0.00006171465,0.0010752217,0.000028414373],"about_ca_topic_score_codex":0.0008095854,"about_ca_topic_score_gemma":0.000897858,"teacher_disagreement_score":0.002582811,"about_ca_system_score_codex":0.00024322982,"about_ca_system_score_gemma":0.00021941487,"threshold_uncertainty_score":0.013659418},"labels":[],"label_agreement":null},{"id":"W2109281622","doi":"10.1023/a:1002629010090","title":"Third-Order Moment Closure Through A Mass-Flux Approach","year":2000,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Flux (metallurgy); Mass flux; Moment (physics); Closure (psychology); Convective Boundary Layer; Symmetry (geometry); Heat flux; Physics; Convection; Plume; Representation (politics); Boundary layer; Mechanics; Boundary (topology); Boundary value problem; Statistical physics; Mathematics; Planetary boundary layer; Classical mechanics; Mathematical analysis; Meteorology; Geometry; Heat transfer; Chemistry","score_opus":0.015620788027831034,"score_gpt":0.2372711687600273,"score_spread":0.22165038073219626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109281622","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":[0.009418164,0.00024681815,0.98395616,0.00019394478,0.00025353156,0.000040731775,0.000094902476,0.00033820214,0.0054575335],"genre_scores_gemma":[0.69996077,0.0007705492,0.26220617,0.0003355693,0.0009196366,0.00026669318,0.0003880866,0.0014203893,0.033732086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995295,0.00014194353,0.000037002166,0.000064243395,0.00015475551,0.00007256995],"domain_scores_gemma":[0.9980227,0.0011382425,0.00015038937,0.00026099072,0.00031200293,0.00011576578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017032867,0.000859925,0.0017334272,0.0011791426,0.0010276557,0.0021264206,0.0025063346,0.0018696381,0.0037186795],"category_scores_gemma":[0.0038643419,0.0005266066,0.0016218432,0.00048910803,0.0012406288,0.0029696387,0.0016843973,0.0019595965,0.0008738359],"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":[0.00016672148,0.00014773606,0.0008161768,0.00016222229,0.00013483656,0.00040589678,0.00026569472,0.5346398,0.010271562,0.4193384,0.0033647956,0.030286139],"study_design_scores_gemma":[0.0000053187828,0.0000063276775,0.00006059062,0.000005208755,0.000006662842,0.000014319686,0.0000056603135,0.9827555,0.00063309254,0.015366744,0.0011326266,0.000007875583],"about_ca_topic_score_codex":0.005744753,"about_ca_topic_score_gemma":0.004346228,"teacher_disagreement_score":0.005744753,"about_ca_system_score_codex":0.0010515016,"about_ca_system_score_gemma":0.0012896077,"threshold_uncertainty_score":0.012440205},"labels":[],"label_agreement":null},{"id":"W2110269132","doi":"10.1061/40558(2001)100","title":"Computer-Generated Wind Pressure Coefficients for Low Building Roofs","year":2001,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Concordia University; Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Roof; Gaussian; Fast Fourier transform; Computer science; Upstream (networking); Fourier transform; Algorithm; Structural engineering; Engineering; Mathematics; Telecommunications; Mathematical analysis","score_opus":0.01140225229254666,"score_gpt":0.22955516997408887,"score_spread":0.2181529176815422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110269132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8306986,0.00006701025,0.16146557,0.0000626435,0.000040297567,0.00006297649,0.0007574181,0.0012867564,0.005558732],"genre_scores_gemma":[0.98653734,0.000033806948,0.012352189,0.0000054715624,0.000005093592,0.00002846874,0.00030747443,0.000081012695,0.00064911967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999161,0.00001700949,0.0000048577745,0.000013647725,0.000035566463,0.0000128616675],"domain_scores_gemma":[0.99965584,0.00021616791,0.00002000463,0.000023410812,0.00006806457,0.00001649862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018181726,0.00030332862,0.00037843996,0.00031070795,0.00025543224,0.00045257332,0.00044480865,0.0003793052,0.0024342176],"category_scores_gemma":[0.0009024884,0.00014798203,0.00018819087,0.00037811487,0.00021088125,0.00027817494,0.00018514664,0.00034976105,0.0002586749],"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":[0.00014891668,0.00006159203,0.0027204386,0.000087962966,0.000010792016,0.00021707083,0.00009312607,0.96732986,0.01311945,0.0012100036,0.0004926641,0.014508078],"study_design_scores_gemma":[0.00001747708,0.000026192878,0.0010768478,0.0000031887796,0.0000027645242,0.000020420735,0.000015700381,0.99139047,0.0069480347,0.00024838292,0.0002426576,0.000007841866],"about_ca_topic_score_codex":0.0032777537,"about_ca_topic_score_gemma":0.0026852435,"teacher_disagreement_score":0.0032777537,"about_ca_system_score_codex":0.00017206189,"about_ca_system_score_gemma":0.00038949877,"threshold_uncertainty_score":0.008143306},"labels":[],"label_agreement":null},{"id":"W2110877450","doi":"10.1088/1742-6596/555/1/012086","title":"Surface flow visualisation over forward facing steps with varying yaw angle","year":2014,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology; Australian Research Council; Monash University; McMaster University","keywords":"Euler angles; Wind tunnel; Vortex; Crest; Flow (mathematics); Geometry; Wind direction; Flow visualization; Orientation (vector space); Angle of attack; Surface (topology); Geology; Optics; Mechanics; Materials science; Physics; Meteorology; Wind speed; Mathematics; Aerodynamics","score_opus":0.01584640398948452,"score_gpt":0.2304802621883656,"score_spread":0.21463385819888106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110877450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99365944,0.00006369586,0.002961792,0.000057169444,0.00002315059,0.000031486026,0.00035581845,0.00020508633,0.0026423114],"genre_scores_gemma":[0.9954743,0.00008401051,0.0031215523,0.000019675652,0.0000095649975,0.000011626761,0.00028062798,0.00002836952,0.0009702792],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999162,0.00000936911,0.0000042345705,0.000011483937,0.000028623193,0.00003002985],"domain_scores_gemma":[0.9997348,0.00008374424,0.000025691892,0.00002079595,0.00008197511,0.000052895262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020018173,0.00033383272,0.00026401095,0.0010237108,0.00028501533,0.0005517367,0.00014704849,0.00041392076,0.002671133],"category_scores_gemma":[0.00038227587,0.00015850361,0.0002282985,0.00040247318,0.0002518203,0.0002454048,0.00033478282,0.0006082414,0.00020547226],"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":[0.0012811095,0.00042750227,0.029367795,0.0002826182,0.000044237262,0.002879653,0.0032124803,0.019969847,0.88187,0.00091934577,0.001982865,0.057762574],"study_design_scores_gemma":[0.00017273778,0.0021219885,0.66976863,0.0002514949,0.00007635054,0.0018651483,0.0045346543,0.12055962,0.19377856,0.0012089157,0.0054476964,0.00021435904],"about_ca_topic_score_codex":0.0018247692,"about_ca_topic_score_gemma":0.0020891023,"teacher_disagreement_score":0.002671133,"about_ca_system_score_codex":0.00012669462,"about_ca_system_score_gemma":0.00020921178,"threshold_uncertainty_score":0.008935809},"labels":[],"label_agreement":null},{"id":"W2111298657","doi":"10.1007/s10666-007-9106-6","title":"Flow and Pollutant Dispersion in Street Canyons using FLUENT and ADMS-Urban","year":2007,"lang":"en","type":"article","venue":"Environmental Modeling & Assessment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":113,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Canyon; Computational fluid dynamics; Turbulence; Fluent; Dispersion (optics); Meteorology; Wind tunnel; Environmental science; Atmospheric dispersion modeling; Mechanics; Advection; Flow (mathematics); Wind direction; Diffusion; Marine engineering; Wind speed; Geology; Engineering; Physics; Chemistry; Air pollution; Optics; Thermodynamics","score_opus":0.011341131688070277,"score_gpt":0.24540548354275787,"score_spread":0.2340643518546876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111298657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949614,0.000039478058,0.002222142,0.000018693625,0.000008821002,0.000019622688,0.0010263611,0.00034661466,0.0013570603],"genre_scores_gemma":[0.992924,0.000027005384,0.005018618,0.0000045471784,0.0000057926254,0.000026155178,0.0012004018,0.0000407168,0.0007526689],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998266,0.000051417694,0.000010207618,0.000037224745,0.000037940445,0.000036582227],"domain_scores_gemma":[0.99957234,0.00021431013,0.000028494596,0.00004086983,0.000102958715,0.000041050767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043506056,0.0005329207,0.0006760316,0.0015015411,0.0007595041,0.00069863943,0.000721472,0.0005666137,0.0016361176],"category_scores_gemma":[0.0005615256,0.00039368236,0.00096470345,0.0018044516,0.00039052212,0.00067927554,0.00037037264,0.00036701967,0.00026485758],"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":[0.000610358,0.00062264444,0.16565947,0.000096230026,0.00019121388,0.00020459294,0.0003480237,0.7967517,0.0040717204,0.0014805549,0.0014539082,0.028509611],"study_design_scores_gemma":[0.00006471862,0.00008545547,0.046516944,0.0000064689893,0.000037643083,0.000029947381,0.000105299245,0.9503221,0.0020646774,0.00021659888,0.00050553086,0.000044655484],"about_ca_topic_score_codex":0.13891234,"about_ca_topic_score_gemma":0.13146539,"teacher_disagreement_score":0.13891234,"about_ca_system_score_codex":0.00082622457,"about_ca_system_score_gemma":0.00079597335,"threshold_uncertainty_score":0.2762075},"labels":[],"label_agreement":null},{"id":"W2112191902","doi":"10.1080/19401493.2010.513740","title":"Application of computational fluid dynamics in building performance simulation for the outdoor environment: an overview","year":2010,"lang":"en","type":"article","venue":"Journal of Building Performance Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":335,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"CFD in buildings; Computational fluid dynamics; Wind tunnel; Computer science; Large eddy simulation; Marine engineering; Meteorology; Environmental science; Turbulence; Engineering; Aerospace engineering; Physics","score_opus":0.019438155198807854,"score_gpt":0.28951126461061716,"score_spread":0.2700731094118093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112191902","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":[0.02592752,0.048727736,0.8805961,0.0010806654,0.0005260097,0.00017694183,0.00021581011,0.0006928762,0.042056214],"genre_scores_gemma":[0.40967542,0.12974781,0.44290212,0.0004608897,0.0010335236,0.0004099451,0.0008160561,0.00044647368,0.014507753],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994809,0.0001793479,0.000039163155,0.000060577935,0.00020819546,0.000031810738],"domain_scores_gemma":[0.9994423,0.00032265217,0.000023429462,0.00005088174,0.0001342532,0.0000263898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005791727,0.0006416255,0.00083391066,0.0008936023,0.00043678866,0.001255945,0.00064893736,0.0010155622,0.0016577289],"category_scores_gemma":[0.0011249257,0.00033881547,0.00078892265,0.0014219988,0.0004395198,0.0008048057,0.0006930194,0.00078530476,0.00067348377],"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":[0.00008202708,0.00017498258,0.005350217,0.0013124958,0.00012871998,0.00033725624,0.0002871429,0.50109506,0.012159321,0.051353134,0.0047047217,0.42301494],"study_design_scores_gemma":[0.000025322828,0.00014924556,0.0026941325,0.0005887302,0.000055436885,0.00044212496,0.00014844029,0.7466512,0.011900166,0.025284095,0.21196944,0.00009174948],"about_ca_topic_score_codex":0.0032986766,"about_ca_topic_score_gemma":0.0017542295,"teacher_disagreement_score":0.0032986766,"about_ca_system_score_codex":0.00040923653,"about_ca_system_score_gemma":0.00071771676,"threshold_uncertainty_score":0.0065589547},"labels":[],"label_agreement":null},{"id":"W2113335328","doi":"10.1260/0309-524x.37.1.13","title":"Vertical Wind Speed Extrapolation Using the <i>k</i>—ε Turbulence Model","year":2013,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wind and Air Flow Studies","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":"University of Calgary","funders":"Core Research for Evolutional Science and Technology","keywords":"Turbulence kinetic energy; Extrapolation; Roughness length; Wind speed; Turbulence; Wind profile power law; Power law; Meteorology; Dissipation; Curvature; Boundary layer; Mechanics; Log wind profile; Environmental science; Logarithm; Wind gradient; Physics; Mathematics; Geometry; Mathematical analysis; Statistics; Thermodynamics","score_opus":0.013627829344579026,"score_gpt":0.19861780891787825,"score_spread":0.1849899795732992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113335328","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":[0.43454528,0.00044377305,0.5400855,0.00033048118,0.00017106895,0.00018005577,0.0007068668,0.0015856221,0.02195146],"genre_scores_gemma":[0.97804636,0.00017833259,0.018569944,0.000025129253,0.000011610216,0.00005249662,0.00031459608,0.00005563876,0.0027457583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999905,0.000016063037,0.0000097761,0.000018047864,0.000032749977,0.000018356255],"domain_scores_gemma":[0.99984014,0.00004487144,0.000023256964,0.000021910471,0.000058561975,0.000011315995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023603452,0.00045477433,0.0003211431,0.00030057106,0.00027256465,0.00048982794,0.00066785526,0.00053643255,0.0009563362],"category_scores_gemma":[0.00058539206,0.00022193443,0.00064261386,0.0003563678,0.00022184345,0.00065162644,0.00036912237,0.0005571226,0.00038915416],"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":[0.000043729102,0.000053378502,0.0022476674,0.000030347515,0.000008277613,0.000095109564,0.00002535001,0.9756098,0.0076703583,0.0030697146,0.00048493134,0.010661396],"study_design_scores_gemma":[0.0000028530078,0.000009500417,0.0002447768,0.0000028928719,0.0000010697494,0.0000068583586,0.0000028550328,0.9989505,0.00042731783,0.00019846956,0.00014932985,0.00000357096],"about_ca_topic_score_codex":0.020519316,"about_ca_topic_score_gemma":0.007593556,"teacher_disagreement_score":0.020519316,"about_ca_system_score_codex":0.00045994757,"about_ca_system_score_gemma":0.000765425,"threshold_uncertainty_score":0.040799737},"labels":[],"label_agreement":null},{"id":"W2114023688","doi":"10.1139/s03-072","title":"Air flow in sanitary sewer conduits due to wastewater drag: a computational fluid dynamics approach","year":2004,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Mechanics; Drag; Turbulence modeling; Laminar flow; Flow (mathematics); Electrical conduit; Reynolds-averaged Navier–Stokes equations; Mixing length model; Computational fluid dynamics; K-epsilon turbulence model; Pipe flow; Geotechnical engineering; Geology; Engineering; Physics; Mechanical engineering","score_opus":0.003909520830866457,"score_gpt":0.1707667166373638,"score_spread":0.16685719580649735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114023688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56155705,0.0006303818,0.42982063,0.0004669673,0.00013089567,0.0001287705,0.0001278825,0.00032861318,0.0068088677],"genre_scores_gemma":[0.9666508,0.00046263536,0.029411368,0.00003861478,0.000052995365,0.00013743342,0.000074769945,0.00004874467,0.0031226282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989593,0.00003448298,0.0000056671342,0.000018865227,0.000028589247,0.000016339933],"domain_scores_gemma":[0.99973124,0.000171693,0.000026530357,0.000013500836,0.00003823444,0.000018751958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022806048,0.0005436339,0.0005821793,0.00045095367,0.000642304,0.0010081078,0.0005144378,0.0013366241,0.0007653207],"category_scores_gemma":[0.0009792205,0.00036074079,0.0006265204,0.00025591126,0.00092758547,0.00063563604,0.0005866681,0.00056561845,0.00012758728],"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":[0.000030221725,0.000030966636,0.0012059846,0.000037029033,0.0000101472215,0.000101161444,0.000062827305,0.9834273,0.0057293447,0.0035530098,0.000107070045,0.0057049207],"study_design_scores_gemma":[0.0000057743196,0.000008243108,0.00014312821,0.0000026807127,0.0000020482998,0.000007848963,0.000007898877,0.9986237,0.0006051245,0.00045158883,0.0001392834,0.000002570538],"about_ca_topic_score_codex":0.010034287,"about_ca_topic_score_gemma":0.004035219,"teacher_disagreement_score":0.010034287,"about_ca_system_score_codex":0.00057948165,"about_ca_system_score_gemma":0.0010322237,"threshold_uncertainty_score":0.01995176},"labels":[],"label_agreement":null},{"id":"W2115014949","doi":"10.1023/a:1002656907873","title":"A Lagrangian Solution To The Relationship Between A Distributed Source And Concentration Profile","year":2000,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Matrix (chemical analysis); Dispersion (optics); Wind tunnel; Field (mathematics); Lagrangian; Taylor series; Wind speed; Turbulence; Mechanics; Environmental science; Mathematics; Physics; Chemistry; Meteorology; Mathematical analysis; Optics; Chromatography","score_opus":0.02087491618515204,"score_gpt":0.24516065314241964,"score_spread":0.2242857369572676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115014949","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":[0.033635687,0.0006310604,0.9340026,0.0014972461,0.00031536928,0.000105295905,0.00058025256,0.00022240014,0.029010188],"genre_scores_gemma":[0.5705368,0.0010310258,0.3581133,0.00075201003,0.00049113284,0.00044061744,0.0010715141,0.0004046581,0.06715901],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99986994,0.000033223805,0.0000070851997,0.000023716939,0.00004589706,0.000020158503],"domain_scores_gemma":[0.99956566,0.00017391516,0.000053077,0.00002527584,0.0001284033,0.000053714335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005679736,0.0005238047,0.00064104603,0.00068411336,0.0006002073,0.0010293561,0.0012070875,0.0019616475,0.004044878],"category_scores_gemma":[0.0018677802,0.00069922017,0.0008161787,0.0007372213,0.00086863496,0.0011371792,0.0011008941,0.0012528629,0.0007671349],"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":[0.000021232325,0.00003478309,0.0005296653,0.00007016521,0.000026257032,0.00016293314,0.000072627256,0.8974508,0.0014785887,0.088763036,0.0026660324,0.008723799],"study_design_scores_gemma":[0.000024248748,0.00000753863,0.00015467906,0.000009860803,0.000005515469,0.00002017727,0.000023749457,0.988976,0.0001259989,0.009100639,0.0015434581,0.000008186423],"about_ca_topic_score_codex":0.018878615,"about_ca_topic_score_gemma":0.018175915,"teacher_disagreement_score":0.018878615,"about_ca_system_score_codex":0.001092953,"about_ca_system_score_gemma":0.002845988,"threshold_uncertainty_score":0.037537456},"labels":[],"label_agreement":null},{"id":"W2115110607","doi":"10.2172/809884","title":"Review of air flow measurement techniques","year":2002,"lang":"en","type":"report","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Airflow; Duct (anatomy); TRACER; Environmental science; Leak; Flow measurement; Indoor air quality; Particle image velocimetry; Acoustics; Marine engineering; Mechanics; Engineering; Mechanical engineering; Environmental engineering; Turbulence; Physics","score_opus":0.057620532397275485,"score_gpt":0.27349392812519374,"score_spread":0.21587339572791825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115110607","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037119645,0.9853887,0.008080293,0.00068749784,0.0016266317,0.000068571324,0.00020327282,0.00009100204,0.0034828207],"genre_scores_gemma":[0.0018102032,0.983176,0.009150225,0.0006064216,0.0011843208,0.000120691766,0.00038379568,0.000057965786,0.00351029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950599,0.0007416744,0.0005988526,0.00082556036,0.0026152292,0.00015877582],"domain_scores_gemma":[0.99274504,0.0028863577,0.00046677527,0.00028262442,0.0034843471,0.00013492434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00444095,0.0018667083,0.0029418126,0.008237266,0.0008610122,0.0028107185,0.00379111,0.0026708727,0.0069637597],"category_scores_gemma":[0.008128683,0.0014782703,0.0015871283,0.008332609,0.001042451,0.005376149,0.0012143349,0.002441974,0.00827501],"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":[0.00014085707,0.00010349556,0.00067551585,0.018237848,0.00008252267,0.00017527773,0.000095388146,0.00070399063,0.004497478,0.0027908795,0.034355275,0.9381415],"study_design_scores_gemma":[0.000019916504,0.00020357504,0.0026269678,0.007353811,0.00012756675,0.0014045123,0.00012033858,0.0006533006,0.005407763,0.001858589,0.980124,0.000099634875],"about_ca_topic_score_codex":0.004735216,"about_ca_topic_score_gemma":0.0033562114,"teacher_disagreement_score":0.008237266,"about_ca_system_score_codex":0.0013682083,"about_ca_system_score_gemma":0.0025721241,"threshold_uncertainty_score":0.023486257},"labels":[],"label_agreement":null},{"id":"W2116136279","doi":"10.1002/we.1883","title":"Limitations and breakdown of Monin–Obukhov similarity theory for wind profile extrapolation under stable stratification","year":2015,"lang":"en","type":"article","venue":"Wind Energy","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":"University of Victoria","funders":"","keywords":"Extrapolation; Roughness length; Log wind profile; Wind speed; Logarithm; Wind profile power law; Stratification (seeds); Decoupling (probability); Meteorology; Scaling; Environmental science; Planetary boundary layer; Boundary layer; Mathematics; Atmospheric sciences; Mechanics; Statistical physics; Wind gradient; Geology; Statistics; Physics; Mathematical analysis; Engineering; Geometry","score_opus":0.05449268747046799,"score_gpt":0.24095221734556005,"score_spread":0.18645952987509207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116136279","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":[0.26551762,0.001996596,0.71059895,0.0021485235,0.00032073184,0.00023004701,0.00046644802,0.0006971567,0.018023917],"genre_scores_gemma":[0.97112614,0.0002854709,0.026963204,0.00020645226,0.0001192211,0.000090036585,0.00014452329,0.00010453495,0.0009603994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997618,0.0010299872,0.00020041462,0.0002563303,0.00068579626,0.0002094169],"domain_scores_gemma":[0.99343395,0.0033230546,0.0007030715,0.00118266,0.0011174596,0.00023973385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052666822,0.0005689814,0.00089954544,0.0010251987,0.0007730187,0.0013853032,0.0030979703,0.0011349774,0.0010510855],"category_scores_gemma":[0.018922284,0.00046217625,0.0011042367,0.0005784056,0.0010835134,0.002556755,0.0023697522,0.0017562422,0.00042401266],"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":[0.0003371373,0.00018805702,0.03950881,0.00057667383,0.00023917126,0.0005824754,0.0008260616,0.6862856,0.009433646,0.17009874,0.0035849337,0.088338695],"study_design_scores_gemma":[0.000015919233,0.000065828084,0.0035116284,0.000060665596,0.000010369884,0.00007199939,0.00009584299,0.9700182,0.0015048396,0.023199763,0.0014176928,0.000027236329],"about_ca_topic_score_codex":0.012636568,"about_ca_topic_score_gemma":0.0048912396,"teacher_disagreement_score":0.012636568,"about_ca_system_score_codex":0.001182197,"about_ca_system_score_gemma":0.0014851856,"threshold_uncertainty_score":0.02785319},"labels":[],"label_agreement":null},{"id":"W2116356481","doi":"10.1175/jam2147.1","title":"Oblique, Stratified Winds about a Shelter Fence. Part II: Comparison of Measurements with Numerical Models","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":45,"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 Foundation for Climate and Atmospheric Sciences","keywords":"Reynolds-averaged Navier–Stokes equations; Wind speed; Mechanics; Stratification (seeds); Turbulence; Meteorology; Turbulence kinetic energy; Wake; Amplitude; Geology; Atmospheric sciences; Environmental science; Physics; Optics","score_opus":0.03282498338631778,"score_gpt":0.2609163552180568,"score_spread":0.228091371831739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116356481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973477,0.000025034784,0.0015131955,0.0000073930523,0.00000349778,0.000008382788,0.0002370846,0.000054254324,0.0008034758],"genre_scores_gemma":[0.99825794,0.000024703522,0.0012710508,0.0000027536294,0.0000014467896,0.000006100222,0.00030705074,0.000008351974,0.00012061549],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998348,0.000021179612,0.000015844398,0.000049676986,0.000055401142,0.000023033483],"domain_scores_gemma":[0.99969864,0.00006809398,0.000047023994,0.00008915838,0.000064874555,0.000032263444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037359222,0.00031753725,0.00025968457,0.00040147814,0.00027969555,0.0005499911,0.00045500242,0.0003897335,0.0007886927],"category_scores_gemma":[0.0008208553,0.00017535975,0.00030445537,0.00040634835,0.00033211283,0.00038566705,0.00021656574,0.00026740303,0.00024044815],"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":[0.00087907835,0.00041640177,0.579748,0.00015395852,0.000114973045,0.0006014014,0.0009893995,0.25382894,0.12475236,0.0010890013,0.00061923865,0.03680719],"study_design_scores_gemma":[0.000066041444,0.00042459898,0.49001047,0.000043680833,0.000025107509,0.00021805057,0.00065737934,0.46692467,0.039948653,0.0002721735,0.0013477948,0.0000613333],"about_ca_topic_score_codex":0.01094673,"about_ca_topic_score_gemma":0.008986571,"teacher_disagreement_score":0.01094673,"about_ca_system_score_codex":0.0004394167,"about_ca_system_score_gemma":0.00025779026,"threshold_uncertainty_score":0.021766007},"labels":[],"label_agreement":null},{"id":"W2117963927","doi":"10.1139/l00-023","title":"Proposed new Canadian wind provisions for the design of gable roofs","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gable; Roof; Building code; Structural engineering; Geotechnical engineering; Range (aeronautics); Low-rise; Wind tunnel; Geology; Engineering; Environmental science; Aerospace engineering","score_opus":0.010497988312513312,"score_gpt":0.17577238038496443,"score_spread":0.16527439207245112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117963927","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62736386,0.0006382611,0.2971609,0.00089013693,0.00018338513,0.0010309356,0.0012134782,0.002393187,0.06912591],"genre_scores_gemma":[0.81134474,0.00034478182,0.17893837,0.00006787104,0.000022060762,0.0004006617,0.0005258511,0.00019554197,0.008160063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907935,0.00008907018,0.000043209184,0.00007128217,0.00054855424,0.00016846869],"domain_scores_gemma":[0.9987123,0.0000898101,0.000097055,0.000097126394,0.00088788004,0.00011582898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076761196,0.000708551,0.00025359314,0.0011401284,0.0012013883,0.0011893644,0.0016701755,0.00047191512,0.0020507015],"category_scores_gemma":[0.0027934425,0.00036835112,0.00036698868,0.000704587,0.00065245514,0.0005324881,0.00073623593,0.00067075214,0.00038420854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046264252,0.00023603678,0.04332149,0.00047365847,0.000037026668,0.0006405049,0.0015319658,0.45297378,0.06662188,0.10957168,0.013683981,0.3104454],"study_design_scores_gemma":[0.0003620658,0.0013399958,0.11538311,0.00046231085,0.00015991181,0.00087982457,0.0023033023,0.5499513,0.055522267,0.020620698,0.25256023,0.00045491423],"about_ca_topic_score_codex":0.23925802,"about_ca_topic_score_gemma":0.43442222,"teacher_disagreement_score":0.76074195,"about_ca_system_score_codex":0.003971287,"about_ca_system_score_gemma":0.00810612,"threshold_uncertainty_score":0.47573078},"labels":[],"label_agreement":null},{"id":"W2118985178","doi":"","title":"Comparison of aeroelastic wind tunnel tests and frequency domain analyses of guyed mast dynamic response1This paper is one of a selection of papers in this Special Issue in honour of Professor Davenport.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aeroelasticity; Structural engineering; Frequency domain; Wind tunnel; Mast (botany); Parametric statistics; Scale model; Time domain; Engineering; Computer science; Aerodynamics; Mathematics; Aerospace engineering; Statistics","score_opus":0.018774659739848317,"score_gpt":0.2421436577572373,"score_spread":0.223368998017389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118985178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953015,0.00007590477,0.0033944172,0.00001154796,0.000007774079,0.000024097228,0.00026257007,0.0000453639,0.0008766561],"genre_scores_gemma":[0.9979171,0.000055042343,0.0012124211,0.0000062124927,0.0000013564486,0.000011288188,0.0002762454,0.000009407766,0.0005109824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998074,0.000028804772,0.000013736164,0.00003300865,0.000094092284,0.000023056786],"domain_scores_gemma":[0.9994436,0.00021301642,0.00006400892,0.000056903787,0.00017581173,0.000046630717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003782836,0.00036717908,0.00022728834,0.0007464571,0.00020944468,0.00025253682,0.00026996082,0.00038234328,0.00090350915],"category_scores_gemma":[0.00080970954,0.00017579284,0.0002730315,0.00036415498,0.00024170776,0.00031747762,0.0002096141,0.0002056663,0.00019944539],"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":[0.0014510786,0.00047020483,0.05702418,0.00022429874,0.000067239715,0.00063177594,0.0005719673,0.04440696,0.8551227,0.0002955026,0.00055368413,0.039180376],"study_design_scores_gemma":[0.00010383767,0.0064408123,0.5534668,0.000047821184,0.000060378123,0.0011034167,0.0011643545,0.11570014,0.31890243,0.00029171142,0.0026084408,0.0001098635],"about_ca_topic_score_codex":0.0013524289,"about_ca_topic_score_gemma":0.002571131,"teacher_disagreement_score":0.0013524289,"about_ca_system_score_codex":0.00014664144,"about_ca_system_score_gemma":0.00012710047,"threshold_uncertainty_score":0.0030225515},"labels":[],"label_agreement":null},{"id":"W2119876376","doi":"10.1520/jai101027","title":"Pilot Study on Wind Uplift Resistance of Adhesive Applied Low Slope Roofing Systems","year":2007,"lang":"en","type":"article","venue":"Journal of ASTM International","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adhesive; Geotechnical engineering; Materials science; Geology; Composite material","score_opus":0.014958601056475713,"score_gpt":0.24828671689306847,"score_spread":0.23332811583659277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119876376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99954623,0.000012148057,0.00023623033,0.0000020647158,0.000004055824,0.00004026252,0.000029347028,0.0000073599526,0.00012220164],"genre_scores_gemma":[0.99870694,0.000020092013,0.00067123765,0.000005233453,0.0000029157343,0.000025032994,0.00009439617,0.0000035921069,0.00047062553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995005,0.00012467343,0.000034958775,0.000097042626,0.000164649,0.00007812511],"domain_scores_gemma":[0.998987,0.00020371577,0.00009556557,0.0001236545,0.0004572707,0.00013282827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070005364,0.0004316784,0.00041448144,0.0004217461,0.0006239842,0.00025776276,0.00036003976,0.00046132167,0.001577697],"category_scores_gemma":[0.0010835119,0.0001859112,0.0005023963,0.00017113578,0.00023413292,0.00034538688,0.00031996044,0.0003126826,0.0003260812],"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":[0.0043395855,0.008507535,0.07602299,0.0006298633,0.00011943442,0.0019569802,0.0022471151,0.010550398,0.85262626,0.00024167701,0.0007995467,0.041958652],"study_design_scores_gemma":[0.00032358992,0.17640916,0.39430472,0.000059044527,0.00021789974,0.00065351627,0.003388586,0.015756214,0.40448305,0.00012802923,0.004186251,0.00008990071],"about_ca_topic_score_codex":0.0011429775,"about_ca_topic_score_gemma":0.0019173467,"teacher_disagreement_score":0.001577697,"about_ca_system_score_codex":0.0002140173,"about_ca_system_score_gemma":0.00018830251,"threshold_uncertainty_score":0.0052779317},"labels":[],"label_agreement":null},{"id":"W2120032755","doi":"10.5897/jmer.9000021","title":"Experimental investigation of the influence of air conduction on heat transfer across fibrous materials","year":2011,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thermal conduction; Thermal conductivity; Materials science; Heat transfer; Thermal insulation; Composite material; Thermal; Thermal diffusivity; Fiber; Thermal transmittance; Vacuum insulated panel; Thermal contact conductance; Thermal radiation; Thermal resistance; Mechanics; Thermodynamics","score_opus":0.053886586707997446,"score_gpt":0.2901621735718522,"score_spread":0.23627558686385475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120032755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995118,0.0001052424,0.0040135807,0.000008866285,0.000007347282,0.000016814278,0.000088412286,0.000026667469,0.00061511085],"genre_scores_gemma":[0.9973117,0.00010185784,0.0022081044,0.0000034337245,0.0000042804404,0.00001861006,0.000067789915,0.000007693302,0.00027653025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997048,0.00004968228,0.000024481298,0.00006834618,0.000104606195,0.000048085156],"domain_scores_gemma":[0.9987111,0.00078872946,0.00014110404,0.00013860995,0.00018963085,0.000030836934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000558683,0.00041476326,0.00022644928,0.00020791026,0.00038794626,0.00022393439,0.00034687738,0.00031836872,0.0014522265],"category_scores_gemma":[0.0013508088,0.00014571869,0.0001569668,0.0002695984,0.0005526093,0.00043120605,0.00022411464,0.00036017157,0.00014958187],"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":[0.00027903367,0.00010671414,0.0012229832,0.00011817429,0.0000055467176,0.00006547238,0.00018425824,0.0015244881,0.99313277,0.00017268537,0.000028072976,0.003159768],"study_design_scores_gemma":[0.000007998783,0.0006625795,0.002925697,0.0000055907276,0.000007854352,0.00004617641,0.00007217783,0.0022972932,0.99363965,0.000051496958,0.00027695572,0.000006547684],"about_ca_topic_score_codex":0.0007260916,"about_ca_topic_score_gemma":0.0007651395,"teacher_disagreement_score":0.0014522265,"about_ca_system_score_codex":0.00018219698,"about_ca_system_score_gemma":0.00013221434,"threshold_uncertainty_score":0.004858196},"labels":[],"label_agreement":null},{"id":"W2121857149","doi":"10.1016/j.jweia.2003.07.001","title":"Field measurement data of wind loads on rainscreen walls","year":2003,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Wind engineering; Full scale; Engineering; Scale (ratio); Marine engineering; Structural engineering; Field (mathematics); Environmental science; Civil engineering; Meteorology; Geography; Mathematics; Cartography","score_opus":0.04715201274806413,"score_gpt":0.22311403173655173,"score_spread":0.1759620189884876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121857149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727076,0.000021539863,0.0013212942,0.0000068699146,0.0000063780253,0.000020170477,0.00045660374,0.000074530944,0.0008217618],"genre_scores_gemma":[0.9987814,0.000024791594,0.000372279,0.0000043903974,0.0000040580694,0.000014231239,0.0005095259,0.000008384181,0.00028093855],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996916,0.000030863972,0.000018147732,0.000060408733,0.00013936267,0.000059663398],"domain_scores_gemma":[0.9989812,0.00035594872,0.00009251495,0.00011270301,0.0003482599,0.00010940982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032532975,0.00034814543,0.0004452057,0.00066787057,0.00056508207,0.00025734727,0.0003271826,0.0005448265,0.0016781577],"category_scores_gemma":[0.0005955921,0.0002453089,0.00020386404,0.0004962225,0.00026374328,0.00035276567,0.00020373135,0.00039017867,0.0005105941],"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":[0.003928589,0.0016192663,0.2240975,0.00031489282,0.000079108846,0.0007004142,0.000965281,0.014187014,0.6809855,0.00022979926,0.0021827712,0.07070979],"study_design_scores_gemma":[0.00014223579,0.001587876,0.8620887,0.000029388595,0.00007767188,0.0003402089,0.0005561557,0.014807734,0.11838861,0.00012652054,0.0018111133,0.000043748976],"about_ca_topic_score_codex":0.0019704998,"about_ca_topic_score_gemma":0.002978847,"teacher_disagreement_score":0.0019704998,"about_ca_system_score_codex":0.00016327808,"about_ca_system_score_gemma":0.00016435195,"threshold_uncertainty_score":0.0056140423},"labels":[],"label_agreement":null},{"id":"W2122599657","doi":"10.1115/1.4031941","title":"Measurements of Decompression Wave Speed in Pure Carbon Dioxide and Comparison With Predictions by Equation of State","year":2015,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Flammable liquid; Fracture (geology); Pipeline (software); Pipeline transport; Petroleum engineering; Carbon capture and storage (timeline); Environmental science; Carbon dioxide; Decompression; Mechanics; Mechanical engineering; Materials science; Engineering; Geology; Chemistry; Waste management; Thermodynamics; Environmental engineering; Physics; Composite material","score_opus":0.03238742198898866,"score_gpt":0.2535113018196368,"score_spread":0.22112387983064816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122599657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754465,0.0006160097,0.011607311,0.00011345739,0.00007904348,0.000043162494,0.0037287255,0.0008167429,0.0075490787],"genre_scores_gemma":[0.9905719,0.00053746003,0.00505487,0.00002233854,0.000010532134,0.000037951875,0.0027401343,0.00007784664,0.00094690453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974674,0.000017134045,0.000017215383,0.000054847354,0.0001374109,0.000026712702],"domain_scores_gemma":[0.999524,0.00023603388,0.000051172927,0.0000499704,0.000121318044,0.000017645873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038296252,0.00044973494,0.00022155007,0.0013928972,0.00028880077,0.00045806286,0.00055990485,0.00055676274,0.0017093086],"category_scores_gemma":[0.0012540992,0.00018418035,0.00034317613,0.0011171636,0.00045226846,0.0008143733,0.00028601623,0.0006317893,0.00058140245],"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":[0.002333067,0.0006073163,0.103217475,0.0007313066,0.00013796314,0.0008263761,0.001026456,0.08396008,0.70911914,0.008426307,0.0056018364,0.08401276],"study_design_scores_gemma":[0.00011544953,0.00070898136,0.13052087,0.000059235375,0.000039969702,0.0004639302,0.00039463205,0.47277853,0.38490534,0.0016091899,0.008248694,0.00015527642],"about_ca_topic_score_codex":0.0050374805,"about_ca_topic_score_gemma":0.0034876757,"teacher_disagreement_score":0.0050374805,"about_ca_system_score_codex":0.0005500871,"about_ca_system_score_gemma":0.00026965135,"threshold_uncertainty_score":0.010016322},"labels":[],"label_agreement":null},{"id":"W2124742452","doi":"10.1175/wcas-d-14-00032.1","title":"Tornado Damage Mitigation: Benefit–Cost Analysis of Enhanced Building Codes in Oklahoma","year":2015,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":53,"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; Cost–benefit analysis; Variable (mathematics); Environmental science; Engineering; Computer science; Forensic engineering; Meteorology; Mathematics; Geography","score_opus":0.014198391096826773,"score_gpt":0.2527106706082195,"score_spread":0.23851227951139273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124742452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99174434,0.00016703608,0.0017156324,0.0003773522,0.000013390371,0.00015041287,0.00073681585,0.000022999606,0.00507206],"genre_scores_gemma":[0.9983394,0.00006346459,0.0007863697,0.00002285619,0.0000036023198,0.000033094868,0.0001834865,0.000002677211,0.0005651073],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998502,0.00072076864,0.000043903525,0.00009951727,0.00030787717,0.00032587163],"domain_scores_gemma":[0.9946713,0.0036312754,0.00054294226,0.00022812847,0.0007458511,0.0001804989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026333327,0.0006822467,0.0005223754,0.0016413664,0.00064477295,0.0012557069,0.00084234925,0.0007660329,0.002557115],"category_scores_gemma":[0.005608345,0.00034603878,0.00095887907,0.0012973703,0.00073543267,0.0011225989,0.00079022656,0.0011832685,0.0000980273],"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":[0.0008171395,0.00056429184,0.022914957,0.00012598102,0.0002341885,0.00044641094,0.000055392575,0.9581209,0.0017635154,0.0035065555,0.0010558639,0.01039475],"study_design_scores_gemma":[0.00020973811,0.001773822,0.10336308,0.00007316241,0.0003751843,0.000097813005,0.000742848,0.88417953,0.0036107544,0.0032417097,0.0022460201,0.00008636331],"about_ca_topic_score_codex":0.08747435,"about_ca_topic_score_gemma":0.08643925,"teacher_disagreement_score":0.08747435,"about_ca_system_score_codex":0.008637014,"about_ca_system_score_gemma":0.0028421313,"threshold_uncertainty_score":0.1739304},"labels":[],"label_agreement":null},{"id":"W2126544655","doi":"10.1061/(asce)ae.1943-5568.0000042","title":"Wind Uplift Performance of Composite Metal Roof Assemblies","year":2011,"lang":"en","type":"article","venue":"Journal of Architectural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Roof; Composite number; Wind engineering; Structural engineering; Intrusion; Wind force; Wind speed; Geotechnical engineering; Deflection (physics); Engineering; Geology; Environmental science; Materials science; Composite material","score_opus":0.010394087010244725,"score_gpt":0.18555520157428013,"score_spread":0.1751611145640354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126544655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991221,0.00004991131,0.00041902825,0.0000024026294,0.000004034648,0.000004517006,0.000023584145,0.000022453278,0.00035200446],"genre_scores_gemma":[0.99873537,0.000039272232,0.00055653387,0.0000042163606,0.0000017729232,0.0000041616145,0.00006257875,0.000008056421,0.00058805157],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995919,0.00003461659,0.00003247193,0.000051634877,0.0002217264,0.00006753811],"domain_scores_gemma":[0.99947613,0.00008620114,0.00010900618,0.000060709335,0.00019761655,0.00007031736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030211415,0.00040827,0.00035863026,0.00074138783,0.00029379324,0.0002785526,0.0003371649,0.00029947783,0.0012664299],"category_scores_gemma":[0.00063217303,0.00020061988,0.0002814627,0.0002701364,0.0002585112,0.00028161408,0.00039956433,0.00022953692,0.0003845279],"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":[0.0005059262,0.00010359119,0.0062332083,0.00006940829,0.000013772238,0.00031584117,0.00023870017,0.0050632465,0.9751263,0.00005575624,0.00010342536,0.012170882],"study_design_scores_gemma":[0.000025200936,0.007858278,0.11087221,0.000022034315,0.000049536375,0.0005547867,0.00055149884,0.014721505,0.86363417,0.000054140888,0.0016199278,0.00003670119],"about_ca_topic_score_codex":0.0007132812,"about_ca_topic_score_gemma":0.0011068891,"teacher_disagreement_score":0.0012664299,"about_ca_system_score_codex":0.00012244517,"about_ca_system_score_gemma":0.00009826269,"threshold_uncertainty_score":0.004236579},"labels":[],"label_agreement":null},{"id":"W2127152332","doi":"10.1017/s0022112009006260","title":"Effects of spatially varying roof cooling on thermal convection at high Rayleigh number in a fluid with a strongly temperature-dependent viscosity","year":2009,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Heat flux; Heat transfer; Mechanics; Convection; Thermodynamics; Rayleigh number; Viscosity; Convective heat transfer; Thermal; Natural convection; Physics; Composite material","score_opus":0.0039249348465308495,"score_gpt":0.19645817974440627,"score_spread":0.19253324489787543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127152332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99907076,0.00005496442,0.00051255955,0.000016058024,0.0000023644197,0.000001910858,0.000015579431,0.00001677313,0.0003090574],"genre_scores_gemma":[0.999724,0.000022728795,0.00019992387,0.00000324346,0.000001460384,0.0000017682619,0.0000075819644,0.00000413001,0.000035256704],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999118,0.00001787447,0.0000051353727,0.000018266863,0.000014034864,0.00003281648],"domain_scores_gemma":[0.9994789,0.0002527959,0.00014446647,0.000036460886,0.000040992167,0.000046321744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015218415,0.00027619844,0.0003188052,0.00019019794,0.00027640842,0.00048549028,0.00018903486,0.00015191144,0.00052604446],"category_scores_gemma":[0.0007948239,0.00014126445,0.00018067184,0.00012306814,0.00075781485,0.00030140928,0.00038862403,0.00030992395,0.00006527382],"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":[0.0006740281,0.000095122836,0.006426618,0.000100638616,0.00002808002,0.00027460392,0.000158781,0.0527866,0.93520045,0.0005142209,0.0000692588,0.0036715728],"study_design_scores_gemma":[0.00006863876,0.0011306618,0.020429596,0.000018896859,0.00006400063,0.000105210114,0.00018532023,0.13651012,0.8407016,0.00021959314,0.0005309197,0.000035464705],"about_ca_topic_score_codex":0.0009814065,"about_ca_topic_score_gemma":0.0007360041,"teacher_disagreement_score":0.0009814065,"about_ca_system_score_codex":0.0003323092,"about_ca_system_score_gemma":0.00022127223,"threshold_uncertainty_score":0.0024110675},"labels":[],"label_agreement":null},{"id":"W2127347356","doi":"10.1016/s0168-1923(00)00238-0","title":"Micro-meteorological methods for estimating surface exchange with a disturbed windflow","year":2001,"lang":"en","type":"article","venue":"Agricultural and Forest Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Advection; Flux (metallurgy); Wind speed; Environmental science; Meteorology; Flow (mathematics); Atmospheric instability; Stability (learning theory); Mass flux; Atmospheric sciences; TRACER; Mechanics; Climatology; Geology; Physics; Thermodynamics; Materials science","score_opus":0.01497765819473654,"score_gpt":0.2593183274081578,"score_spread":0.24434066921342126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127347356","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":[0.24604096,0.0002483319,0.7519303,0.000020475898,0.00002815095,0.00004579358,0.00027746565,0.00043907846,0.0009695568],"genre_scores_gemma":[0.8324394,0.00012386595,0.166323,0.000007688968,0.000029778843,0.00009946265,0.00021358603,0.000038882663,0.0007243208],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985135,0.0000447127,0.000012854851,0.000030899828,0.000050283437,0.0000098907685],"domain_scores_gemma":[0.99918705,0.0004906369,0.00010701487,0.0000824954,0.000101443686,0.000031380805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004197433,0.00031303216,0.00035042173,0.001137605,0.00026240564,0.00036093604,0.00041848063,0.0001703314,0.00065964455],"category_scores_gemma":[0.0019551308,0.0002825705,0.00022678246,0.0011157119,0.00019654926,0.0005262079,0.00038569554,0.00028274377,0.00015446881],"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":[0.00060944253,0.00019016412,0.1263881,0.00017457457,0.0002560859,0.00010894965,0.00024407043,0.42278332,0.03695268,0.004683584,0.0007011329,0.40690792],"study_design_scores_gemma":[0.000019395084,0.00004637356,0.03267495,0.000004053236,0.000028242997,0.000040723124,0.00003289444,0.9619802,0.0032761577,0.00149028,0.00039261117,0.0000140863585],"about_ca_topic_score_codex":0.0050440766,"about_ca_topic_score_gemma":0.010108598,"teacher_disagreement_score":0.0050440766,"about_ca_system_score_codex":0.00020428668,"about_ca_system_score_gemma":0.00029185243,"threshold_uncertainty_score":0.010029435},"labels":[],"label_agreement":null},{"id":"W2127917703","doi":"10.5539/mer.v2n1p95","title":"The Explicit Algebraic Reynolds Stress Models for Turbulent Flows","year":2012,"lang":"en","type":"article","venue":"Mechanical Engineering Research","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Symmetric tensor; Tensor (intrinsic definition); Tensor density; Mathematics; Viscous stress tensor; Reynolds stress; Cauchy stress tensor; Strain rate tensor; Tensor contraction; Cartesian tensor; Tensor field; Isotropy; Scalar (mathematics); Mathematical analysis; Turbulence; Exact solutions in general relativity; Geometry; Physics; Mechanics","score_opus":0.04849917460130943,"score_gpt":0.29284229377353105,"score_spread":0.24434311917222162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127917703","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":[0.06102696,0.000886181,0.91117144,0.00029562943,0.00016562366,0.00006315099,0.0002629721,0.0003051088,0.025822828],"genre_scores_gemma":[0.884646,0.0018002003,0.091325395,0.00009028495,0.00029322458,0.00017001104,0.0004212156,0.00015170958,0.021102067],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995894,0.000077173645,0.000025479643,0.000040914518,0.00021542545,0.000051641888],"domain_scores_gemma":[0.99953926,0.00008497309,0.000103707294,0.00009653814,0.00013836088,0.000037254707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048762956,0.00084883906,0.00051221,0.0007426448,0.00042620848,0.0012263083,0.000963539,0.0005386141,0.001608585],"category_scores_gemma":[0.0015110594,0.00024205275,0.00089033996,0.0006401568,0.0010131048,0.0020743082,0.00095906865,0.0009072328,0.00061502005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026141199,0.000046441342,0.00056536845,0.000076391814,0.000015184409,0.00008559043,0.00016089185,0.16858074,0.0069317087,0.800252,0.0010506385,0.022208909],"study_design_scores_gemma":[0.0000114628165,0.000037873124,0.00042009432,0.000014044415,0.000009915662,0.000086402564,0.000038592047,0.79727244,0.0024602653,0.19287287,0.0067477226,0.000028354945],"about_ca_topic_score_codex":0.001617603,"about_ca_topic_score_gemma":0.0013350454,"teacher_disagreement_score":0.001617603,"about_ca_system_score_codex":0.00045129147,"about_ca_system_score_gemma":0.0007075011,"threshold_uncertainty_score":0.0053812265},"labels":[],"label_agreement":null},{"id":"W2128588945","doi":"10.1520/jte20130165","title":"Modeling the Dispersion of a Tracer Gas in a Model Room: Comparison Between the Large Eddy Simulation Method and a Euler Approach","year":2014,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Wind and Air Flow Studies","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":"École de Technologie Supérieure","funders":"","keywords":"Euler's formula; TRACER; Inviscid flow; Euler equations; Dispersion (optics); Mechanics; Ventilation (architecture); Euler method; Large eddy simulation; Displacement ventilation; Atmospheric dispersion modeling; Computational fluid dynamics; Thermodynamics; Turbulence; Physics; Mathematics; Chemistry; Mathematical analysis","score_opus":0.10798135749679201,"score_gpt":0.3564498733342617,"score_spread":0.2484685158374697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128588945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69986236,0.00022767433,0.2974191,0.000071963084,0.00003171787,0.000055710203,0.000060934653,0.00048231578,0.0017882495],"genre_scores_gemma":[0.9623901,0.00010155533,0.036816716,0.000009075522,0.000004883929,0.000033852986,0.00004576431,0.000028928749,0.00056901],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998896,0.00004424787,0.000007906514,0.000018539591,0.00002995143,0.000009831833],"domain_scores_gemma":[0.99965274,0.00022689355,0.000030803316,0.00002807173,0.00004260984,0.000018877607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004533542,0.00044423807,0.0003444328,0.00030675065,0.00023826529,0.00039382986,0.00035672841,0.00043140075,0.00040561784],"category_scores_gemma":[0.00068766234,0.00019698338,0.0003184689,0.00016072932,0.00031230302,0.000579059,0.0002942785,0.00021605076,0.00007246673],"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":[0.00014376876,0.00012982618,0.005733982,0.000046879868,0.000021977497,0.00007104003,0.00006589581,0.95406663,0.023500083,0.0012392774,0.00007080924,0.014909891],"study_design_scores_gemma":[0.000009022989,0.000030105157,0.00032474587,0.0000015296548,0.0000028438028,0.000004880879,0.0000072659363,0.9964456,0.0030376017,0.000066012755,0.00006599393,0.0000044062613],"about_ca_topic_score_codex":0.006693162,"about_ca_topic_score_gemma":0.0040796995,"teacher_disagreement_score":0.006693162,"about_ca_system_score_codex":0.00032418355,"about_ca_system_score_gemma":0.00057425915,"threshold_uncertainty_score":0.013308406},"labels":[],"label_agreement":null},{"id":"W2128631133","doi":"10.1520/jai100862","title":"Techniques for Predicting Cladding Design Wind Pressures","year":2007,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Cladding (metalworking); Materials science; Nuclear engineering; Marine engineering; Environmental science; Structural engineering; Composite material; Engineering","score_opus":0.018167093579023234,"score_gpt":0.2802371812051081,"score_spread":0.26207008762608486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128631133","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":[0.089833915,0.00036704692,0.90488714,0.00004664075,0.000028879644,0.00006644862,0.00013510797,0.0010112728,0.0036236078],"genre_scores_gemma":[0.7297245,0.0007469912,0.26724303,0.000012301727,0.000029088062,0.00011701021,0.00021094664,0.00008919589,0.001826988],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997632,0.00004118968,0.00001139502,0.00003692229,0.00012892272,0.000018287295],"domain_scores_gemma":[0.9994252,0.0002803122,0.000072731,0.000047818306,0.00015406907,0.000019996925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037906787,0.0006557363,0.0003689064,0.001148976,0.00027968222,0.00050402666,0.0005495551,0.00047862908,0.0011934475],"category_scores_gemma":[0.0018110746,0.0005046295,0.00039374465,0.00076206436,0.0002456792,0.0005197327,0.00043620027,0.0005686287,0.00064477086],"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":[0.00011197287,0.000076975004,0.011941514,0.00029730314,0.000033946464,0.00023155163,0.00020023239,0.5022904,0.06454871,0.005278687,0.0010899599,0.41389877],"study_design_scores_gemma":[0.000005208574,0.00002779426,0.0011189259,0.000018003022,0.000004609804,0.000040799314,0.000014831226,0.98751837,0.009430571,0.0010138127,0.000799542,0.0000075078106],"about_ca_topic_score_codex":0.0020390947,"about_ca_topic_score_gemma":0.0014410623,"teacher_disagreement_score":0.0020390947,"about_ca_system_score_codex":0.00020782344,"about_ca_system_score_gemma":0.00041965232,"threshold_uncertainty_score":0.004054427},"labels":[],"label_agreement":null},{"id":"W2128686991","doi":"10.1061/9780784412640.090","title":"Failure vs. Flight: An Experimental Study of Wind Speeds Associated with Roof Failures of Houses","year":2012,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Western University","funders":"","keywords":"Roof; Aerodynamics; Structural failure; Environmental science; Wind speed; Storm; Displacement (psychology); Wind tunnel; Structural engineering; Marine engineering; Engineering; Geology; Aerospace engineering","score_opus":0.014609796949310506,"score_gpt":0.23710735374924546,"score_spread":0.22249755679993496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128686991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995017,0.000015370742,0.00027350284,0.000004892278,0.000008567958,0.000043318985,0.0000583739,0.0000047447434,0.000089632],"genre_scores_gemma":[0.99824286,0.000048226717,0.0008169005,0.000014844756,0.000013532311,0.00013543344,0.00019025005,0.000008139734,0.0005298392],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951935,0.00013212339,0.00004724484,0.0000915432,0.00007829523,0.00013145701],"domain_scores_gemma":[0.99806625,0.00096103107,0.00027556752,0.00023924944,0.0002110292,0.00024685933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007740809,0.0004736084,0.00045525076,0.0005011573,0.00046917726,0.0003335518,0.00038654328,0.0005584171,0.0016685454],"category_scores_gemma":[0.001903725,0.0003023236,0.0004195485,0.00018792514,0.0006292045,0.000519244,0.00038218917,0.0009613067,0.00024934448],"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":[0.019446583,0.03574989,0.1008415,0.00035183973,0.00021342316,0.0006125196,0.002225152,0.008087709,0.80731755,0.0004467034,0.00055297924,0.0241542],"study_design_scores_gemma":[0.00083364773,0.2993633,0.40345675,0.00008165764,0.00022204143,0.0006278527,0.0027412795,0.03414792,0.2563101,0.0005904596,0.0014309123,0.00019412657],"about_ca_topic_score_codex":0.0010230278,"about_ca_topic_score_gemma":0.0015567169,"teacher_disagreement_score":0.0016685454,"about_ca_system_score_codex":0.00018221955,"about_ca_system_score_gemma":0.00021244734,"threshold_uncertainty_score":0.005581856},"labels":[],"label_agreement":null},{"id":"W2130354100","doi":"10.1061/9780784412626.094","title":"Analysis of Wood-Framed Roof Failures under Realistic Hurricane Wind Loads","year":2012,"lang":"en","type":"article","venue":"","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":"Truss; Roof; Structural engineering; Stiffness; Load sharing; Connection (principal bundle); Slip (aerodynamics); Wind engineering; Engineering; Computer science; Aerospace engineering","score_opus":0.01259645883255575,"score_gpt":0.2431115054706102,"score_spread":0.23051504663805444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130354100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99617875,0.000031625823,0.0026992115,0.00001561235,0.0000030572264,0.0000114555005,0.0001185234,0.000050354236,0.0008913734],"genre_scores_gemma":[0.9991229,0.00002466306,0.0004662556,0.0000020229331,0.0000013210852,0.000007248825,0.00005958028,0.0000054823035,0.0003105467],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986935,0.000028000775,0.000006548037,0.000020415846,0.000039578055,0.00003612325],"domain_scores_gemma":[0.9996706,0.00015550395,0.00006328722,0.000027256172,0.00005663937,0.000026788526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003171905,0.00047394758,0.0004203792,0.0006131612,0.000468586,0.00028917767,0.00045595,0.0007939879,0.0011973218],"category_scores_gemma":[0.00072619854,0.00030177386,0.00032039327,0.00028782632,0.0005177793,0.0003147769,0.00018649052,0.0002441567,0.00021025907],"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":[0.00008328955,0.00004651394,0.0068540806,0.000040082537,0.000017157668,0.00032310977,0.000062895255,0.9829533,0.0062667863,0.0002480593,0.00017608385,0.0029286693],"study_design_scores_gemma":[0.0000073859187,0.00010711194,0.0134324655,0.000005565016,0.000008118292,0.000068059635,0.00009423757,0.9843762,0.0016616939,0.00014916899,0.000079943915,0.0000099939],"about_ca_topic_score_codex":0.016817115,"about_ca_topic_score_gemma":0.013903151,"teacher_disagreement_score":0.016817115,"about_ca_system_score_codex":0.0005322668,"about_ca_system_score_gemma":0.00029466787,"threshold_uncertainty_score":0.033438444},"labels":[],"label_agreement":null},{"id":"W2130584106","doi":"10.1061/(asce)0733-9445(2008)134:7(1129)","title":"Wind-Induced Internal Pressures in Houses","year":2008,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":71,"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":"Helmholtz resonator; Attic; Roof; Confined space; Internal pressure; Doors; Wind tunnel; Mechanics; Space (punctuation); Volume (thermodynamics); Resonance (particle physics); Geology; Structural engineering; Physics; Engineering; Optics; Chemistry; Thermodynamics; Atomic physics","score_opus":0.009912084672956236,"score_gpt":0.2021396522312279,"score_spread":0.19222756755827167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130584106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993574,0.000010218797,0.00031969335,0.000003563207,0.000002009305,0.0000048708566,0.000023006487,0.000013723632,0.0002654082],"genre_scores_gemma":[0.9996306,0.000014525108,0.00017024176,0.0000033351275,0.000001970469,0.00000601277,0.000041497766,0.000004629183,0.0001272063],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998043,0.00003929646,0.000007725854,0.000031817053,0.000059650036,0.000057262558],"domain_scores_gemma":[0.99969685,0.00010423543,0.000041526175,0.000025139647,0.00006443831,0.00006780743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023727461,0.00033128558,0.00036714584,0.00020154612,0.00038981618,0.00058870384,0.00017288564,0.00022524403,0.0013160751],"category_scores_gemma":[0.00072631694,0.00032138906,0.00019184701,0.00012084111,0.0006306109,0.00028364852,0.00056153495,0.0003150585,0.00014283007],"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":[0.0015499033,0.0003580923,0.034041293,0.00016931932,0.000052697058,0.0008668112,0.00071689393,0.02186167,0.9207315,0.00047400026,0.00034127512,0.018836537],"study_design_scores_gemma":[0.00016675045,0.005480928,0.51454175,0.00004271073,0.000091519956,0.00067838194,0.001556438,0.044523224,0.43092948,0.0006573097,0.0012165596,0.000114816714],"about_ca_topic_score_codex":0.0009043481,"about_ca_topic_score_gemma":0.00091287633,"teacher_disagreement_score":0.0013160751,"about_ca_system_score_codex":0.00017727714,"about_ca_system_score_gemma":0.0001652078,"threshold_uncertainty_score":0.004402697},"labels":[],"label_agreement":null},{"id":"W2131886219","doi":"10.1007/s10546-004-9242-3","title":"Numerical modelling of the turbulent flow developing within and over a 3-d building array, part ii: a mathematical foundation for a distributed drag force approach","year":2004,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"","keywords":"Drag; Turbulence; Mechanics; Turbulence kinetic energy; Sink (geography); Dissipation; Physics; Momentum (technical analysis); K-omega turbulence model; Statistical physics; Turbulence modeling; K-epsilon turbulence model; Wind speed; Classical mechanics; Drag coefficient; Meteorology; Thermodynamics","score_opus":0.029098974656358433,"score_gpt":0.24559262819049885,"score_spread":0.2164936535341404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131886219","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":[0.057324342,0.0005508516,0.93374527,0.00028300783,0.00008378934,0.00005997859,0.00010389495,0.00019375028,0.0076550553],"genre_scores_gemma":[0.90378445,0.0009143188,0.086557195,0.000105997155,0.00010606834,0.00021346626,0.00017549512,0.00014145987,0.008001604],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979645,0.000049832423,0.000015799851,0.00003595441,0.000068029236,0.000033861576],"domain_scores_gemma":[0.9996456,0.0001779642,0.000060541654,0.00003071697,0.000054254593,0.00003098042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004028044,0.000694104,0.000714043,0.00048719675,0.00064426067,0.0011982362,0.001180878,0.0013648876,0.0010090633],"category_scores_gemma":[0.0012291962,0.00055145804,0.00088961923,0.00056000205,0.0015894065,0.001032177,0.0009915687,0.0008603287,0.00025569613],"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":[0.000004225856,0.000008110785,0.00018081079,0.000012600107,0.0000037727573,0.000017558234,0.000025277057,0.99287003,0.0014526721,0.003542179,0.00008371006,0.00179918],"study_design_scores_gemma":[0.0000018174601,0.0000040008176,0.00012279022,0.0000017479177,0.0000015350521,0.000005922407,0.000005411784,0.9987863,0.00017523524,0.00073503813,0.00015681074,0.0000033832896],"about_ca_topic_score_codex":0.009605419,"about_ca_topic_score_gemma":0.0052128383,"teacher_disagreement_score":0.009605419,"about_ca_system_score_codex":0.0007492772,"about_ca_system_score_gemma":0.0010365468,"threshold_uncertainty_score":0.019098997},"labels":[],"label_agreement":null},{"id":"W2132019378","doi":"10.1061/(asce)0733-9445(2009)135:4(437)","title":"Wind-Induced Cladding and Structural Loads on Low-Wood Building","year":2009,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"FPInnovations","keywords":"Cladding (metalworking); Wind engineering; Structural engineering; Architectural engineering; Environmental science; Materials science; Engineering; Composite material","score_opus":0.0055563661915818165,"score_gpt":0.2121391833917414,"score_spread":0.20658281720015959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132019378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997054,0.0000020394702,0.00009549192,9.0351926e-7,2.871388e-7,0.0000012477831,0.000015914016,0.0000032705375,0.0001754107],"genre_scores_gemma":[0.99975246,0.0000036004208,0.000087013366,7.179434e-7,2.0086303e-7,0.0000012089886,0.000032958556,0.0000020360683,0.00011983133],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998443,0.000020425927,0.0000045061925,0.000015817086,0.00007147621,0.0000433469],"domain_scores_gemma":[0.9996494,0.00011081202,0.000043254335,0.00003491001,0.00009328762,0.000068249836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025128474,0.0002232158,0.00017222832,0.00037709306,0.00031876416,0.0002175048,0.00020246679,0.0001416694,0.0010354478],"category_scores_gemma":[0.00045640467,0.00015801407,0.00010971052,0.00017137828,0.00039734112,0.000120259116,0.0002691302,0.00015512267,0.00019547982],"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":[0.0014466197,0.00068550475,0.2761458,0.00010492054,0.000038949504,0.0012795526,0.0008050066,0.1279062,0.5557206,0.0006435654,0.0004037518,0.03481956],"study_design_scores_gemma":[0.00002462402,0.0008879773,0.84809005,0.000012000469,0.000019070862,0.00015281567,0.0004659273,0.06602497,0.08382655,0.00013850741,0.00033537456,0.000022103415],"about_ca_topic_score_codex":0.009349533,"about_ca_topic_score_gemma":0.02755344,"teacher_disagreement_score":0.009349533,"about_ca_system_score_codex":0.00045804234,"about_ca_system_score_gemma":0.00026540205,"threshold_uncertainty_score":0.018590212},"labels":[],"label_agreement":null},{"id":"W2132512281","doi":"10.1175/2011jcli4106.1","title":"The Probability Distribution of Land Surface Wind Speeds","year":2011,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences; National Center for Atmospheric Research; National Science Foundation","keywords":"Wind shear; Weibull distribution; Wind speed; Atmospheric sciences; Thermal wind; Environmental science; Wind profile power law; Daytime; Meteorology; Planetary boundary layer; Wind gradient; Log wind profile; Climatology; Probability density function; Middle latitudes; Atmospheric instability; Surface layer; Troposphere; Geology; Turbulence; Physics; Mathematics; Statistics","score_opus":0.020036740240792453,"score_gpt":0.23022403115104897,"score_spread":0.2101872909102565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132512281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9164039,0.00025575867,0.078842446,0.00013961393,0.00002364877,0.000049457303,0.0022551443,0.00027455259,0.0017555947],"genre_scores_gemma":[0.9967129,0.000080652855,0.0015518803,0.000005531025,0.000014586464,0.000020547213,0.0012506767,0.000011752364,0.00035150666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967563,0.000055870765,0.000019377743,0.0001190384,0.00007876254,0.0000512348],"domain_scores_gemma":[0.9977506,0.0012303096,0.00039897283,0.00024379477,0.0002990271,0.000077321594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086672854,0.0002676624,0.00023785447,0.00089368667,0.000173991,0.0007787818,0.0003436589,0.0003052596,0.0014162058],"category_scores_gemma":[0.005719398,0.00019122424,0.00029222522,0.0007225843,0.00041663073,0.0007755517,0.00026951742,0.00027812904,0.00031020446],"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":[0.00024914218,0.000072021445,0.50333583,0.00009450479,0.00017489208,0.0004555906,0.00019127622,0.4185634,0.009380888,0.017620634,0.0022096068,0.047652256],"study_design_scores_gemma":[0.000018336708,0.00007290476,0.27624255,0.000021172655,0.000018996447,0.00017572989,0.000099869336,0.711372,0.0017713502,0.008999992,0.0011557265,0.000051331317],"about_ca_topic_score_codex":0.0040938007,"about_ca_topic_score_gemma":0.0020562322,"teacher_disagreement_score":0.0040938007,"about_ca_system_score_codex":0.00040721058,"about_ca_system_score_gemma":0.00017323713,"threshold_uncertainty_score":0.008139908},"labels":[],"label_agreement":null},{"id":"W2132797079","doi":"10.1175/jcli-d-13-00020.1","title":"Possible Impacts of Climate Change on Wind Gusts under Downscaled Future Climate Conditions: Updated for Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Downscaling; Environmental science; Wind speed; Climatology; Meteorology; Climate change; Wind power; Climate model; GCM transcription factors; Atmospheric sciences; Geography; General Circulation Model; Precipitation; Engineering; Geology","score_opus":0.01159200350823466,"score_gpt":0.25046169866213447,"score_spread":0.2388696951538998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132797079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7565206,0.0031338828,0.0065870024,0.0027316103,0.00037741385,0.00026222895,0.17788006,0.0008419831,0.05166517],"genre_scores_gemma":[0.9411638,0.0020179732,0.008004182,0.0002978027,0.000034064196,0.000062224084,0.039645363,0.00009558033,0.008679005],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996611,0.000017366001,0.000019112918,0.000039246643,0.0001792465,0.00008406596],"domain_scores_gemma":[0.99828416,0.00004540509,0.00005214474,0.00005484405,0.0014884413,0.00007506644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053086615,0.0004353435,0.00031433546,0.0010964867,0.0012197759,0.0014242139,0.000928392,0.00031127394,0.0029646745],"category_scores_gemma":[0.001385241,0.00020978886,0.0009495188,0.0026997135,0.00024843443,0.00053955446,0.0004804577,0.0005244104,0.00027023713],"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":[0.0004820215,0.0001394913,0.679785,0.00082091877,0.0005734966,0.0008456188,0.0009023999,0.14064324,0.003619025,0.0052415035,0.060505852,0.10644146],"study_design_scores_gemma":[0.00008753041,0.000038533828,0.81471634,0.00028114504,0.00031821377,0.000109453824,0.0015860136,0.09089948,0.002847388,0.0010201785,0.08788933,0.00020643274],"about_ca_topic_score_codex":0.9967843,"about_ca_topic_score_gemma":0.99722725,"teacher_disagreement_score":0.022288404,"about_ca_system_score_codex":0.022288404,"about_ca_system_score_gemma":0.032311335,"threshold_uncertainty_score":0.16171443},"labels":[],"label_agreement":null},{"id":"W2132908726","doi":"10.1061/41016(314)86","title":"Effects of Geometry on the Wind Response of Super-Tall Towers","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Crosswind; Tower; Tapering; Stiffening; Solidity; Structural engineering; Wind speed; Vortex shedding; Wind direction; Girder; Wind engineering; Wind force; Engineering; Marine engineering; Meteorology; Aerospace engineering; Computer science; Physics","score_opus":0.007735374625595474,"score_gpt":0.20675005522980494,"score_spread":0.19901468060420946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132908726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99543375,0.00009486407,0.0015568727,0.000043331693,0.000032510347,0.000012511655,0.00008801122,0.000052603544,0.0026855401],"genre_scores_gemma":[0.9991598,0.00004356351,0.0003045009,0.000011018708,0.0000035247376,0.0000027253561,0.00007932532,0.000009047006,0.00038651394],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977857,0.000039863895,0.000009870206,0.00003301122,0.00006441119,0.00007436059],"domain_scores_gemma":[0.9993036,0.00028811203,0.000082096885,0.00007633014,0.00015891071,0.00009099117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025634913,0.00033838645,0.00030281802,0.00040117116,0.00025476632,0.00041351214,0.00024798125,0.00042996503,0.0029397756],"category_scores_gemma":[0.0011127891,0.00021231266,0.00030190943,0.00017130264,0.00027749737,0.00030668016,0.00028228827,0.00026942417,0.00070588675],"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":[0.002399663,0.00046544347,0.052476157,0.00019906876,0.000075275035,0.0022103388,0.0005160585,0.26241288,0.63666636,0.00093192136,0.0014589942,0.04018777],"study_design_scores_gemma":[0.00023553942,0.006279773,0.37072936,0.00009592135,0.00014465154,0.0016683105,0.0018267254,0.3370842,0.27415285,0.0015450921,0.0060334075,0.00020416614],"about_ca_topic_score_codex":0.0011581293,"about_ca_topic_score_gemma":0.0015611338,"teacher_disagreement_score":0.0029397756,"about_ca_system_score_codex":0.00020079518,"about_ca_system_score_gemma":0.000114151015,"threshold_uncertainty_score":0.009834588},"labels":[],"label_agreement":null},{"id":"W2133295444","doi":"10.7939/r3f18sp55","title":"Improving Wind Ramp Predictions Using Gabor Filtering And Statistical Scenarios","year":2014,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence; Environmental science; Computer vision; Remote sensing; Geology","score_opus":0.005753222613758594,"score_gpt":0.16436161342371808,"score_spread":0.15860839080995948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133295444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53053,0.00011562448,0.46521467,0.00017027285,0.000041082665,0.00005219567,0.00020714823,0.0012711564,0.0023979228],"genre_scores_gemma":[0.963776,0.000039847764,0.03576067,0.000012811333,0.000010061036,0.000013115959,0.00013823407,0.000014508438,0.00023476205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997942,0.000047860147,0.000015213398,0.00005086569,0.00005174521,0.000040137274],"domain_scores_gemma":[0.9993143,0.00040858993,0.00009488578,0.000054679305,0.000099819015,0.000027619153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000636006,0.00053991505,0.0004117431,0.0006860148,0.00021826349,0.00062592985,0.00031607266,0.00043803453,0.00054737285],"category_scores_gemma":[0.002241221,0.0002663156,0.00037586782,0.00047843682,0.00018651826,0.0008036133,0.00035120666,0.0004603217,0.00019812753],"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":[0.0002975682,0.00013320846,0.0069466843,0.000028854047,0.00003258666,0.00016618331,0.000054318374,0.8431872,0.010218841,0.0010385888,0.00052890374,0.1373671],"study_design_scores_gemma":[0.000002790608,0.000017078888,0.0013651663,0.0000012867237,0.0000035306848,0.000006461787,0.00000476505,0.9973537,0.0010568077,0.0001469814,0.000037030935,0.0000044009616],"about_ca_topic_score_codex":0.0068840287,"about_ca_topic_score_gemma":0.0064002173,"teacher_disagreement_score":0.0068840287,"about_ca_system_score_codex":0.00032005072,"about_ca_system_score_gemma":0.00041006325,"threshold_uncertainty_score":0.013687909},"labels":[],"label_agreement":null},{"id":"W2133708447","doi":"10.1061/41171(401)30","title":"Evaluation of Wind-Induced Torsional Loads on Buildings by North American and European Codes and Standards","year":2011,"lang":"en","type":"article","venue":"Structures Congress 2011","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":true,"ca_institutions":"Concordia University","funders":"","keywords":"Building code; Terrain; Wind engineering; Structural engineering; Torsion (gastropod); Wind shear; Engineering; Civil engineering; European standard; Wind speed; Architectural engineering; Meteorology; Geography; Cartography","score_opus":0.02050815944114341,"score_gpt":0.2513300894271903,"score_spread":0.2308219299860469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133708447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98128647,0.00013537837,0.0033971616,0.000016267255,0.000009786642,0.00006221768,0.00042319382,0.000041909992,0.014627525],"genre_scores_gemma":[0.9949569,0.00010180455,0.0027962977,0.000006729142,0.000004593237,0.000068801746,0.00074767147,0.000013792142,0.001303389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99462456,0.00096734305,0.000317247,0.00019943061,0.0036153917,0.0002759896],"domain_scores_gemma":[0.9940357,0.0014855561,0.0008390368,0.00036768286,0.0031326779,0.0001393257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026466213,0.00038431626,0.00022115286,0.0041632303,0.00043089048,0.00059204374,0.00034733204,0.00026551366,0.0011918122],"category_scores_gemma":[0.0058168955,0.0001262111,0.00027539855,0.0031909174,0.00056505133,0.0007041684,0.00075897516,0.00014036149,0.00021371875],"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":[0.00076920283,0.00031469125,0.6906611,0.0002866122,0.00010445281,0.00034290823,0.0017824513,0.061240405,0.01950017,0.006626173,0.0023500877,0.21602178],"study_design_scores_gemma":[0.000014415633,0.0005608362,0.95650315,0.000058678324,0.000037432485,0.00014065464,0.0015460697,0.027032731,0.008557084,0.00063077593,0.0048735407,0.000044699285],"about_ca_topic_score_codex":0.00821686,"about_ca_topic_score_gemma":0.023411565,"teacher_disagreement_score":0.00821686,"about_ca_system_score_codex":0.0012479264,"about_ca_system_score_gemma":0.00091107935,"threshold_uncertainty_score":0.01633805},"labels":[],"label_agreement":null},{"id":"W2134020467","doi":"10.1061/9780784412626.008","title":"Observations on ASCE 7-10 Methods for Determining Wind Loads","year":2012,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Aerodynamics; Wind engineering; Wind tunnel; Cladding (metalworking); Wind force; Engineering; Structural engineering; Wind speed; Civil engineering; Marine engineering; Environmental science; Meteorology; Aerospace engineering; Materials science; Physics","score_opus":0.08192252211394829,"score_gpt":0.3530334826395351,"score_spread":0.2711109605255868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134020467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41665116,0.0016942506,0.37818027,0.00049458636,0.00050645805,0.0015133142,0.009056312,0.0029681379,0.18893546],"genre_scores_gemma":[0.6998462,0.0013692492,0.2601745,0.00015424854,0.00015823673,0.0011935129,0.0045720623,0.00047025722,0.03206171],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978248,0.00038354043,0.000066842586,0.00015397852,0.0015009722,0.00006988935],"domain_scores_gemma":[0.997877,0.00058097026,0.00017525746,0.00025614878,0.0010206726,0.00009005476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018586091,0.0005788184,0.00022689016,0.0017413285,0.00074505137,0.0006647646,0.0004475257,0.00050910044,0.0045973104],"category_scores_gemma":[0.0028459947,0.0002829131,0.00019486013,0.0011555816,0.0003687907,0.00059699645,0.00051374664,0.00080235227,0.0020664316],"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":[0.0009953309,0.0004988978,0.078120396,0.00095807423,0.00006516433,0.00031740862,0.0024779253,0.026145041,0.18133588,0.010087735,0.040433094,0.65856504],"study_design_scores_gemma":[0.00033718537,0.0013830389,0.44998124,0.00071234844,0.00007560233,0.00089979963,0.002112774,0.15819302,0.18582408,0.0057094963,0.19449243,0.00027893652],"about_ca_topic_score_codex":0.0026820875,"about_ca_topic_score_gemma":0.006984746,"teacher_disagreement_score":0.0045973104,"about_ca_system_score_codex":0.00042384982,"about_ca_system_score_gemma":0.000533208,"threshold_uncertainty_score":0.015379548},"labels":[],"label_agreement":null},{"id":"W2134224627","doi":"10.1139/l07-001","title":"Tornado hazard assessment for southern Ontario","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Institute for Catastrophic Loss Reduction","keywords":"Tornado; Wind speed; Meteorology; Fujita scale; Return period; Environmental science; Hazard analysis; Natural hazard; Hazard; Engineering; Statistics; Geography; Mathematics; Reliability engineering","score_opus":0.0075930651904857795,"score_gpt":0.1943157536585721,"score_spread":0.18672268846808632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134224627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97888744,0.00016023134,0.003078285,0.0001698719,0.00000616232,0.00010998076,0.0050135353,0.000086864486,0.012487622],"genre_scores_gemma":[0.99161446,0.00020277448,0.0010595147,0.000009745538,0.0000023486878,0.00002855484,0.0030532482,0.000009190172,0.0040201424],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975985,0.000011483434,0.00001047299,0.000019273288,0.00015702723,0.000041811258],"domain_scores_gemma":[0.9992005,0.00005837167,0.00015486621,0.00003241269,0.00048222812,0.00007171113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023978311,0.00020861777,0.00016443487,0.0010564754,0.0008902865,0.00046070624,0.00032289673,0.00011466124,0.002332741],"category_scores_gemma":[0.0013310012,0.00016094695,0.00023946026,0.0016408561,0.00028444635,0.000257607,0.00039171713,0.00012302403,0.00019474053],"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":[0.00024030716,0.000041901978,0.88809097,0.00018915047,0.000085843894,0.00064971787,0.001438319,0.04707981,0.00291982,0.0016423955,0.006552794,0.051069096],"study_design_scores_gemma":[0.000015880516,0.00005965411,0.9671727,0.000027801383,0.000025215815,0.000104099156,0.0016308901,0.018851452,0.0006650643,0.00044813438,0.0109734675,0.000025635636],"about_ca_topic_score_codex":0.9401798,"about_ca_topic_score_gemma":0.9800484,"teacher_disagreement_score":0.059820175,"about_ca_system_score_codex":0.008142332,"about_ca_system_score_gemma":0.010775928,"threshold_uncertainty_score":0.12034488},"labels":[],"label_agreement":null},{"id":"W2136313584","doi":"10.1186/s40807-014-0002-9","title":"Computational study of the effect of trees on wind flow over a building","year":2015,"lang":"en","type":"article","venue":"Renewables Wind Water and Solar","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":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Turbulence; Computational fluid dynamics; Turbulence kinetic energy; Wind speed; Environmental science; Tree (set theory); Meteorology; Advection; Wind tunnel; Flow (mathematics); Mechanics; Mathematics; Engineering; Structural engineering; Geography; Physics","score_opus":0.00946681044600076,"score_gpt":0.22399281746213429,"score_spread":0.21452600701613353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136313584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938782,0.00005068821,0.0031627878,0.000050539827,0.00001578808,0.00002962047,0.00011879087,0.00004237081,0.0026512754],"genre_scores_gemma":[0.99791783,0.000031303964,0.0016216921,0.000009989607,0.0000035290288,0.00001261584,0.00006823852,0.000008029616,0.00032668668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998443,0.000035333018,0.00001162949,0.00002622481,0.000032609925,0.000049817136],"domain_scores_gemma":[0.99930894,0.0004797679,0.000054046515,0.000035161964,0.00005521771,0.00006675496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030055933,0.00036217188,0.0007273337,0.00043568702,0.00080984965,0.00091402436,0.0005416372,0.0008896031,0.0011514325],"category_scores_gemma":[0.0012285654,0.00022906228,0.0005709877,0.0005113478,0.0008081325,0.00046700228,0.00044644834,0.0004931761,0.00009363583],"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":[0.00024769796,0.00013867668,0.005881132,0.000047218604,0.0000310201,0.00032845547,0.000093917675,0.9809514,0.008591151,0.00082002475,0.00013692662,0.0027323852],"study_design_scores_gemma":[0.000028583829,0.000123267,0.0038972767,0.000006167995,0.0000144366195,0.000027454662,0.0000760706,0.9938089,0.0017057338,0.00016424373,0.00013472042,0.000012972634],"about_ca_topic_score_codex":0.016130965,"about_ca_topic_score_gemma":0.00782354,"teacher_disagreement_score":0.016130965,"about_ca_system_score_codex":0.00050426,"about_ca_system_score_gemma":0.00080487086,"threshold_uncertainty_score":0.032074094},"labels":[],"label_agreement":null},{"id":"W2136773270","doi":"10.1061/9780784479070.069","title":"Modern and Unique Architecture: A Perspective from the Wind Tunnel","year":2015,"lang":"en","type":"article","venue":"","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":"Aerodynamics; Wind tunnel; Wind engineering; Structural engineering; Architectural engineering; Engineering; Architectural geometry; Architecture; Facade; Aerospace engineering; Computer science","score_opus":0.016307194681537945,"score_gpt":0.21734096128510122,"score_spread":0.20103376660356329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136773270","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":[0.16933836,0.07912782,0.17634472,0.065383874,0.005888346,0.00028944408,0.00050480687,0.0004150679,0.5027076],"genre_scores_gemma":[0.79045427,0.04536856,0.11202565,0.00509961,0.0016718592,0.0002648845,0.0002828035,0.00027909706,0.044553325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866474,0.0006111899,0.000038661416,0.00008297083,0.00047129844,0.00013104183],"domain_scores_gemma":[0.9987758,0.0003558947,0.000078098914,0.00015272357,0.00034750724,0.00028999036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034029586,0.0005689174,0.0004860068,0.0015606299,0.0023264915,0.004316878,0.0018119955,0.0026555147,0.005764869],"category_scores_gemma":[0.0023682634,0.0003600015,0.00049078814,0.0009470563,0.007369201,0.0053897034,0.0036145055,0.0041173897,0.0006463933],"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":[0.00009300919,0.00017753225,0.0044143675,0.00043548967,0.000024635938,0.00085291086,0.0054123215,0.007627205,0.0023447324,0.8633835,0.01444775,0.10078658],"study_design_scores_gemma":[0.000033688422,0.0007918619,0.008619163,0.0019058081,0.000025928184,0.00346261,0.021521345,0.018257344,0.0014435325,0.33095598,0.6128321,0.00015054469],"about_ca_topic_score_codex":0.0033945874,"about_ca_topic_score_gemma":0.008484352,"teacher_disagreement_score":0.005764869,"about_ca_system_score_codex":0.0017120439,"about_ca_system_score_gemma":0.0018877148,"threshold_uncertainty_score":0.01928544},"labels":[],"label_agreement":null},{"id":"W2136953437","doi":"10.1080/07055900.2014.1000260","title":"The Canadian Meteorological Centre's Atmospheric Transport and Dispersion Modelling Suite","year":2015,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta; Environment and Climate Change Canada","funders":"Pacific Northwest National Laboratory; Atomic Energy of Canada Limited","keywords":"Meteorology; Dispersion (optics); Environmental science; Suite; Lagrangian; Mode (computer interface); Atmospheric dispersion modeling; Gaussian; Turbulent diffusion; Stochastic modelling; Turbulence; Geography; Physics; Computer science; Mathematics; Statistics; Applied mathematics; Air pollution","score_opus":0.01401849435694434,"score_gpt":0.1954544960806596,"score_spread":0.18143600172371527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136953437","genre_codex":"dataset","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007238528,0.0050629647,0.13716048,0.003768304,0.0012448092,0.0012828922,0.66091824,0.020028543,0.1632953],"genre_scores_gemma":[0.103647836,0.01318702,0.27497244,0.0009738414,0.00036984042,0.0017677483,0.5273648,0.0052167424,0.07249975],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983529,0.00016443546,0.000072269024,0.0001417863,0.0010986227,0.0001700803],"domain_scores_gemma":[0.99744177,0.00015805307,0.00011831793,0.00020181683,0.0018846852,0.00019546603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014938491,0.0019524307,0.0014394679,0.0028059152,0.002204622,0.0033338289,0.0036361353,0.0013059742,0.021616185],"category_scores_gemma":[0.003926235,0.00087694207,0.001506942,0.007638591,0.00062470156,0.0018585408,0.0015377422,0.0021576907,0.009630605],"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":[0.000112747606,0.000067409994,0.009433096,0.0008863949,0.0002540867,0.00018891811,0.00027976942,0.10509196,0.0018071852,0.03457501,0.75086206,0.09644136],"study_design_scores_gemma":[0.00010976426,0.00001817371,0.0079906015,0.00024365366,0.000082335646,0.000043433047,0.00015695694,0.16829717,0.0006341555,0.006504006,0.81577516,0.00014463523],"about_ca_topic_score_codex":0.95898587,"about_ca_topic_score_gemma":0.9538683,"teacher_disagreement_score":0.041014135,"about_ca_system_score_codex":0.012653131,"about_ca_system_score_gemma":0.039578278,"threshold_uncertainty_score":0.09180528},"labels":[],"label_agreement":null},{"id":"W2138393225","doi":"10.1007/s10546-005-9001-0","title":"Monitoring the Sensible Heat Flux over Urban Areas using Large Aperture Scintillometry: Case Study of Marseille City During the Escompte Experiment","year":2005,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Wageningen University and Research","keywords":"Eddy covariance; Sensible heat; Homogeneity (statistics); Environmental science; Heat flux; Homogeneous; Urban heat island; Meteorology; Flux (metallurgy); Atmospheric sciences; Wind speed; Remote sensing; Geodesy; Climatology; Geography; Geology; Mathematics; Statistics; Physics; Materials science; Heat transfer; Mechanics","score_opus":0.021675634491427693,"score_gpt":0.27442223115619674,"score_spread":0.25274659666476906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138393225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995875,0.000009895102,0.00010762016,0.000013234318,0.0000013953766,0.000004597382,0.00012176821,0.000011527907,0.00014251699],"genre_scores_gemma":[0.9992424,0.000012911309,0.0002507272,0.0000047583017,0.0000030595359,0.0000070065944,0.00016821553,0.0000048851907,0.00030604703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976546,0.000055309145,0.000008547935,0.000071204915,0.000044645712,0.00005472486],"domain_scores_gemma":[0.9996604,0.0001086181,0.000056206707,0.000041554646,0.000073037656,0.000060203023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044729878,0.0005052769,0.0005864243,0.0005532338,0.0008781772,0.00060379313,0.0004624455,0.00091669307,0.00057781825],"category_scores_gemma":[0.0003849796,0.00020931693,0.00034280698,0.00069357606,0.0005901131,0.0005024598,0.0004246951,0.0003491261,0.00011545118],"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":[0.004148674,0.0012373298,0.8245253,0.000117212345,0.00041085313,0.005473405,0.004203312,0.033360936,0.10124735,0.0004682383,0.0014475015,0.023359893],"study_design_scores_gemma":[0.000112612004,0.00044834113,0.9717471,0.0000059749545,0.0000654079,0.00018715698,0.0011646621,0.015981684,0.009205625,0.00006408355,0.0009833099,0.00003409513],"about_ca_topic_score_codex":0.1091379,"about_ca_topic_score_gemma":0.14219348,"teacher_disagreement_score":0.1091379,"about_ca_system_score_codex":0.0010545559,"about_ca_system_score_gemma":0.0005233605,"threshold_uncertainty_score":0.21700525},"labels":[],"label_agreement":null},{"id":"W2139701365","doi":"10.1109/eicccc.2006.277247","title":"Weathering of Building Infrastructure and the Changing Climate: Adaptation Options","year":2006,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Environment and Climate Change Canada","funders":"","keywords":"Weathering; Environmental science; Durability; Climate change; Frost weathering; Earth science; Geology; Soil science; Materials science","score_opus":0.004606485769616059,"score_gpt":0.19310240920584257,"score_spread":0.1884959234362265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139701365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4779296,0.03684854,0.115347855,0.058230277,0.0010375119,0.0002545583,0.00079196354,0.00046443942,0.3090953],"genre_scores_gemma":[0.9804986,0.009038694,0.004175717,0.000705403,0.00020970429,0.00005243802,0.00010955266,0.000019043882,0.005190818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992949,0.00026502283,0.00003114085,0.00006531434,0.00016366088,0.00018003625],"domain_scores_gemma":[0.9992106,0.00021178961,0.00016859046,0.00011337275,0.00014119469,0.00015449883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001103977,0.0004924487,0.00030820875,0.00038200503,0.0004884562,0.0020914695,0.0011835655,0.0015099469,0.005406785],"category_scores_gemma":[0.0022353705,0.00022147488,0.0005009305,0.00060292677,0.0013781198,0.0030666878,0.002037122,0.00097831,0.00044005137],"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":[0.00075291423,0.0004908585,0.04408016,0.0013432294,0.00030519805,0.001981702,0.002061449,0.22569638,0.01074807,0.18829772,0.013888339,0.510354],"study_design_scores_gemma":[0.00008984083,0.0010701395,0.15730497,0.0010801976,0.00039894297,0.0027121885,0.018882008,0.10734336,0.0061706346,0.46629536,0.23809665,0.00055563916],"about_ca_topic_score_codex":0.0027384548,"about_ca_topic_score_gemma":0.0045068073,"teacher_disagreement_score":0.005406785,"about_ca_system_score_codex":0.00069762376,"about_ca_system_score_gemma":0.00070675,"threshold_uncertainty_score":0.018087566},"labels":[],"label_agreement":null},{"id":"W2140594587","doi":"10.1109/tec.2007.905069","title":"One Day Ahead Prediction of Wind Speed and Direction","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wind speed; Wind direction; Interval (graph theory); Meteorology; Time series; Computer science; Environmental science; Mathematics; Machine learning; Geography","score_opus":0.013680224806780656,"score_gpt":0.18676216980180002,"score_spread":0.17308194499501936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140594587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6282784,0.0005879031,0.36252803,0.00012840635,0.0003054175,0.000056333214,0.0017123002,0.002054392,0.0043488033],"genre_scores_gemma":[0.9423653,0.00033376974,0.05370427,0.000015102391,0.00004332678,0.00002464522,0.0016095558,0.00004350391,0.001860593],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999087,0.000008350386,0.000003902938,0.00002624872,0.00004376591,0.000009029143],"domain_scores_gemma":[0.99977237,0.000069731475,0.000040342704,0.00003743633,0.00006281974,0.000017333252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017499928,0.00040798515,0.00043089275,0.00040996278,0.00019127877,0.0003183405,0.0003045253,0.00026803272,0.00065738766],"category_scores_gemma":[0.0006453939,0.00017002717,0.00022172462,0.00036479867,0.00008361516,0.00040461126,0.00016476934,0.00058557256,0.00039900764],"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":[0.00057548063,0.00038540296,0.06944373,0.00027082863,0.00015029743,0.00026792445,0.00013470033,0.39023334,0.061444458,0.0010901786,0.004041337,0.47196236],"study_design_scores_gemma":[0.00001914476,0.00016191682,0.026037352,0.000013523386,0.00003545093,0.00008252931,0.000028905024,0.96012,0.011190308,0.00037882652,0.0019044133,0.000027517759],"about_ca_topic_score_codex":0.00461785,"about_ca_topic_score_gemma":0.0104873935,"teacher_disagreement_score":0.00461785,"about_ca_system_score_codex":0.00008839669,"about_ca_system_score_gemma":0.00025021538,"threshold_uncertainty_score":0.009181917},"labels":[],"label_agreement":null},{"id":"W2141040561","doi":"10.1175/jam2260.1","title":"Venting of Heat and Carbon Dioxide from Urban Canyons at Night","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Sensible heat; Environmental science; Boundary layer; Urban climatology; Atmospheric sciences; Carbon dioxide; Urban heat island; Convective Boundary Layer; Meteorology; Eddy covariance; Planetary boundary layer; Atmosphere (unit); Mesoscale meteorology; Nocturnal; Climatology; Turbulence; Geology; Geography; Urban climate; Urbanization; Physics; Mechanics; Chemistry","score_opus":0.005748336428880976,"score_gpt":0.19603423344022988,"score_spread":0.1902858970113489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141040561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99977785,0.0000093973495,0.000026558682,0.000002982147,6.434539e-7,0.0000010002,0.00009260269,0.0000037211946,0.00008531553],"genre_scores_gemma":[0.9995479,0.000012989481,0.000050781193,0.000003009063,0.0000015512405,0.0000026295197,0.00028955712,0.0000018218233,0.00008969583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999928,0.000009316472,0.0000022304416,0.00001765819,0.000018654859,0.000024211873],"domain_scores_gemma":[0.99988306,0.00002618434,0.000026065945,0.000011036016,0.000021932883,0.00003171655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011491189,0.00023369823,0.00027306093,0.00049862236,0.00039483263,0.00035659512,0.00015205695,0.00020314689,0.000655334],"category_scores_gemma":[0.00016770534,0.0001843005,0.00014160902,0.00035135032,0.00021907975,0.00014303792,0.0002645618,0.00016479683,0.00011671883],"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":[0.002062986,0.0002191195,0.81222516,0.00009982644,0.00015553155,0.0007932298,0.0015502968,0.0038396406,0.16508038,0.00012412634,0.00073294103,0.013116769],"study_design_scores_gemma":[0.0000057416405,0.000048395246,0.9967045,0.0000024376782,0.0000056506465,0.00002183728,0.00019033877,0.00096753164,0.0019184123,0.000009507276,0.00012217643,0.0000035222045],"about_ca_topic_score_codex":0.01937776,"about_ca_topic_score_gemma":0.037088025,"teacher_disagreement_score":0.01937776,"about_ca_system_score_codex":0.00033356072,"about_ca_system_score_gemma":0.00016144555,"threshold_uncertainty_score":0.038529932},"labels":[],"label_agreement":null},{"id":"W2141653954","doi":"10.1061/9780784412848.137","title":"Aerodynamic Loads on Solar Panels","year":2013,"lang":"en","type":"article","venue":"Structures Congress 2013","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"University of Florida; Florida International University","keywords":"Aerodynamics; Roof; Wind tunnel; Wind engineering; Gable; Environmental science; Marine engineering; Aerospace engineering; Structural engineering; Meteorology; Engineering","score_opus":0.0072030776192837445,"score_gpt":0.21032085157816285,"score_spread":0.20311777395887912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141653954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819624,0.00027932844,0.004641851,0.000031809854,0.000030346231,0.000041104875,0.00016891035,0.00008704275,0.012757168],"genre_scores_gemma":[0.99716586,0.00016916124,0.00058194145,0.000013223351,0.000010228352,0.000012403353,0.00011883187,0.000022361666,0.0019059611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996228,0.000045479766,0.000011957727,0.000033379416,0.00022588801,0.000060494334],"domain_scores_gemma":[0.99975485,0.00009174754,0.000025144076,0.000025933627,0.00007881138,0.000023604123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020311125,0.00039069395,0.00032367924,0.00069221907,0.00058383605,0.00057885156,0.00024324864,0.0003654489,0.005353314],"category_scores_gemma":[0.0008049177,0.0001872351,0.00027127797,0.0002898498,0.00033198114,0.00038466358,0.0004458869,0.00027286157,0.0008899863],"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":[0.00071509025,0.0003621099,0.022455575,0.00056202203,0.000066193046,0.001254722,0.0007379676,0.109376,0.7279765,0.0029092506,0.0023803697,0.1312042],"study_design_scores_gemma":[0.00010940469,0.0026705244,0.37138927,0.0002247542,0.00012433561,0.0010845164,0.0016891662,0.16593349,0.4398794,0.0034640392,0.013305285,0.000125837],"about_ca_topic_score_codex":0.00071757013,"about_ca_topic_score_gemma":0.0012914287,"teacher_disagreement_score":0.005353314,"about_ca_system_score_codex":0.00023373235,"about_ca_system_score_gemma":0.0001519168,"threshold_uncertainty_score":0.017908573},"labels":[],"label_agreement":null},{"id":"W2143540474","doi":"10.1007/s10546-006-9111-3","title":"Instability in Lagrangian stochastic trajectory models, and a method for its cure","year":2006,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Defence Research and Development Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Instability; Diagonal; Nonlinear system; Mathematics; Dynamical systems theory; Applied mathematics; Reynolds number; Generalization; Mathematical analysis; Statistical physics; Physics; Turbulence; Mechanics; Geometry","score_opus":0.021116324881726347,"score_gpt":0.26391383299654164,"score_spread":0.2427975081148153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143540474","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":[0.010378933,0.0004932165,0.985195,0.00039220363,0.000112418384,0.00002811205,0.000060754,0.000094398565,0.0032450361],"genre_scores_gemma":[0.66848856,0.0022214944,0.299946,0.00036712523,0.00088222005,0.0005328966,0.00037231,0.00049583014,0.026693512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970716,0.00016229818,0.000014620771,0.00003440936,0.000061090235,0.000020330626],"domain_scores_gemma":[0.99846625,0.0009161169,0.00021016762,0.00013905202,0.00017314118,0.00009522923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011745738,0.00075855834,0.00064707134,0.0011094089,0.0007748042,0.0009470612,0.00094624364,0.0012451072,0.0016417291],"category_scores_gemma":[0.005649318,0.00038276543,0.0011554484,0.0005588228,0.0013635169,0.0012148145,0.0020220408,0.0017545753,0.0003452833],"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":[0.00004415753,0.000036468424,0.001331532,0.00008305009,0.0000519968,0.00010626888,0.00020451256,0.41816488,0.0012567277,0.5511003,0.002663191,0.024956804],"study_design_scores_gemma":[0.0000042319307,0.000008993316,0.00007628973,0.000007083988,0.000004475777,0.000016007003,0.000010744985,0.9366874,0.000087979184,0.06212725,0.00096185476,0.000007797903],"about_ca_topic_score_codex":0.0042839386,"about_ca_topic_score_gemma":0.00253279,"teacher_disagreement_score":0.0042839386,"about_ca_system_score_codex":0.00056486716,"about_ca_system_score_gemma":0.0008921904,"threshold_uncertainty_score":0.008517981},"labels":[],"label_agreement":null},{"id":"W2144599993","doi":"10.1061/9780784412626.049","title":"Full Scale and Wind Tunnel Testing of Rooftop Equipment on a Flat Roof","year":2012,"lang":"en","type":"article","venue":"","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":"Roof; Wind tunnel; Full scale; Wind engineering; Aerodynamics; Marine engineering; Low-rise; Environmental science; Scale model; Infiltration (HVAC); Engineering; Geotechnical engineering; Structural engineering; Meteorology; Aerospace engineering","score_opus":0.021649177335845416,"score_gpt":0.22591140417163347,"score_spread":0.20426222683578804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144599993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991072,0.000011832298,0.00057726214,0.000002014127,0.0000037069567,0.00004296466,0.0000959429,0.000015685746,0.00014344271],"genre_scores_gemma":[0.99633753,0.000038814935,0.0027611675,0.000006979706,0.0000024562016,0.000044880097,0.00019203074,0.000007657268,0.0006084305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995141,0.0000830787,0.000041363935,0.00010194258,0.00016041323,0.00009919834],"domain_scores_gemma":[0.99839514,0.00042939736,0.00023210944,0.000283723,0.00049051136,0.00016915752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006593563,0.0006595967,0.00033237794,0.0003336994,0.0003766447,0.000214352,0.00052361796,0.00044021185,0.0021027885],"category_scores_gemma":[0.0010343544,0.00025121888,0.0003953164,0.00026315902,0.00034356175,0.00041523878,0.000405942,0.00029178092,0.0002560992],"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":[0.0008902696,0.0014936734,0.021593548,0.0002578017,0.000049627197,0.0006196828,0.0006812241,0.007819922,0.95286554,0.000085091444,0.00016961458,0.013473955],"study_design_scores_gemma":[0.0001455039,0.043090895,0.31256476,0.000092260445,0.0001240946,0.00057733926,0.0016033249,0.02348642,0.6169161,0.00008789074,0.0012458172,0.00006561928],"about_ca_topic_score_codex":0.0013665927,"about_ca_topic_score_gemma":0.002700398,"teacher_disagreement_score":0.0021027885,"about_ca_system_score_codex":0.00015720856,"about_ca_system_score_gemma":0.00019564689,"threshold_uncertainty_score":0.00703454},"labels":[],"label_agreement":null},{"id":"W2144677022","doi":"10.1007/s00704-004-0117-9","title":"BUBBLE – an Urban Boundary Layer Meteorology Project","year":2005,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":382,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia","funders":"Eidgenössische Technische Hochschule Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"SODAR; Meteorology; Lidar; Environmental science; Planetary boundary layer; Boundary layer; Mesoscale meteorology; Turbulence; Atmospheric sciences; Geology; Remote sensing; Geography; Physics; Mechanics","score_opus":0.009123719489601704,"score_gpt":0.24323035814306618,"score_spread":0.23410663865346448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144677022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4460954,0.0012642652,0.113092914,0.010448163,0.0032169812,0.0026661116,0.24338341,0.028729595,0.15110318],"genre_scores_gemma":[0.5168097,0.0007231566,0.12538822,0.00072948943,0.00048149747,0.0012347689,0.2474137,0.0053219227,0.10189757],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9994394,0.0001804317,0.000013374784,0.0000766861,0.00022866223,0.000061473336],"domain_scores_gemma":[0.9965708,0.00042038594,0.00011869257,0.00028317783,0.0011907062,0.0014162416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023108777,0.0005540538,0.0005482801,0.00088155665,0.00051803305,0.00079414825,0.0009153948,0.0002720685,0.011066711],"category_scores_gemma":[0.0017563242,0.00023180994,0.00016053817,0.001006158,0.00038803119,0.0011015786,0.0010955157,0.00063941354,0.0036530418],"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":[0.002863484,0.0011263049,0.027833486,0.00018967842,0.00012626286,0.00026817582,0.000548767,0.017573705,0.011862731,0.020085208,0.698987,0.21853523],"study_design_scores_gemma":[0.0024575081,0.0011329327,0.07279884,0.000066559805,0.000119400785,0.00018466524,0.0007109571,0.20794503,0.01342176,0.010974432,0.6900892,0.00009870675],"about_ca_topic_score_codex":0.026030578,"about_ca_topic_score_gemma":0.026676286,"teacher_disagreement_score":0.026030578,"about_ca_system_score_codex":0.00082112645,"about_ca_system_score_gemma":0.003277031,"threshold_uncertainty_score":0.05175811},"labels":[],"label_agreement":null},{"id":"W2144871482","doi":"10.1061/(asce)0733-9445(2003)129:2(272.2)","title":"Discussion of “Database-Assisted Design, Standardization, and Wind Direction Effects” by Antonio Rigato, Peter Chang, and Emil Simiu","year":2003,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Standardization; Database; Computer science; Operating system","score_opus":0.004006444647264835,"score_gpt":0.19078907924076874,"score_spread":0.18678263459350392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144871482","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029952783,0.0032832364,0.41057253,0.49912646,0.0060451925,0.00032021207,0.00026433438,0.00077433785,0.049660888],"genre_scores_gemma":[0.5255411,0.0034211765,0.2654743,0.15849943,0.0072434633,0.0010111956,0.00031693815,0.0010367216,0.037455656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97724414,0.014331593,0.000982962,0.0012861326,0.00538806,0.0007670768],"domain_scores_gemma":[0.93453056,0.044071592,0.0015413408,0.0052611674,0.013917678,0.00067763845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035550382,0.00092793297,0.0006882548,0.0013729106,0.0039613107,0.0069458014,0.0036602116,0.0076417145,0.009993264],"category_scores_gemma":[0.09657009,0.0008633318,0.0015584276,0.0026027558,0.0046007787,0.009868435,0.0034103603,0.0048430464,0.0014360264],"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":[0.00030820188,0.00019521444,0.003409066,0.0002670471,0.000098507706,0.00046952686,0.0040200804,0.015765097,0.0022378522,0.7305144,0.15483221,0.087882705],"study_design_scores_gemma":[0.00039105018,0.0004155231,0.0035298823,0.00068563246,0.00027241147,0.00061623915,0.005065708,0.057917703,0.017246269,0.40589583,0.50767356,0.00029018635],"about_ca_topic_score_codex":0.007362033,"about_ca_topic_score_gemma":0.006523358,"teacher_disagreement_score":0.035550382,"about_ca_system_score_codex":0.0024032795,"about_ca_system_score_gemma":0.0027626401,"threshold_uncertainty_score":0.18801063},"labels":[],"label_agreement":null},{"id":"W2146020811","doi":"10.1260/0309-524x.33.3.259","title":"Power Law Extrapolation of Wind Measurements for Predicting Wind Energy Production","year":2009,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Anemometer; Extrapolation; Wind power; Wind speed; Environmental science; Meteorology; Turbine; Wind profile power law; Power law; Tower; Statistics; Engineering; Mathematics; Geography","score_opus":0.012355535020689609,"score_gpt":0.19815744615265612,"score_spread":0.1858019111319665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146020811","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6595198,0.000321396,0.33569777,0.000088801746,0.000041002717,0.000087063156,0.00021110667,0.00089437095,0.0031387291],"genre_scores_gemma":[0.96110326,0.000112579495,0.037917327,0.000019587409,0.00001239585,0.000036454596,0.00024958185,0.000046549543,0.00050227286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906343,0.0003075964,0.000041635118,0.00012655868,0.00041687625,0.00004389111],"domain_scores_gemma":[0.99593616,0.0028118228,0.00033869458,0.00044491616,0.00041125578,0.000057125722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018370128,0.0006652311,0.00035215632,0.00062216556,0.000280627,0.00050156954,0.00051212707,0.00062458246,0.0006425284],"category_scores_gemma":[0.009620481,0.00030586115,0.00041752605,0.00044981384,0.0002607842,0.0011480969,0.00040465448,0.0007713987,0.00054105],"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":[0.00021707536,0.00019045695,0.055312227,0.000088651075,0.00008438831,0.00016596845,0.00012574015,0.8432076,0.01616956,0.0013606693,0.00037897305,0.08269875],"study_design_scores_gemma":[0.000010731419,0.00015733097,0.012025459,0.000015560088,0.000009515592,0.00005213053,0.00002279635,0.9817338,0.004412254,0.0010168436,0.00052491867,0.000018754876],"about_ca_topic_score_codex":0.005006487,"about_ca_topic_score_gemma":0.0051042214,"teacher_disagreement_score":0.005006487,"about_ca_system_score_codex":0.00040979378,"about_ca_system_score_gemma":0.0004374482,"threshold_uncertainty_score":0.009954691},"labels":[],"label_agreement":null},{"id":"W2147635874","doi":"10.1115/1.4024124","title":"Microscale Computational Fluid Dynamics Simulation for Wind Mapping Over Complex Topographic Terrains","year":2013,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"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":"Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Terrain; Geology; Microscale chemistry; Turbulence; Meteorology; Marine engineering; Mechanics; Engineering; Geography; Physics; Cartography","score_opus":0.008788700279750343,"score_gpt":0.20257742244734392,"score_spread":0.19378872216759357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147635874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.603252,0.00040342385,0.38045362,0.00054285367,0.00011446858,0.00020123839,0.0009778909,0.0009083782,0.013146087],"genre_scores_gemma":[0.94833153,0.0001647259,0.049129806,0.00004266278,0.000023548271,0.00021827425,0.00040037217,0.00006492121,0.0016240686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998977,0.00002443708,0.0000062974727,0.000018537921,0.000034828085,0.000018194436],"domain_scores_gemma":[0.9996896,0.00018024878,0.000034317753,0.000023421184,0.000048311584,0.000024171957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020492033,0.0004668425,0.00056342315,0.00039085397,0.00053538545,0.0006887518,0.0005361923,0.0007884894,0.0020743082],"category_scores_gemma":[0.0009696116,0.00023031647,0.00047825347,0.00041778685,0.00042890912,0.00054073497,0.00060690637,0.0005730133,0.00019171243],"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":[0.000019526933,0.000033378255,0.0013546865,0.000019450139,0.0000073829397,0.00005280283,0.000029168614,0.9928483,0.0014925316,0.0013140549,0.00018017925,0.002648595],"study_design_scores_gemma":[0.0000027559668,0.0000031286606,0.00015139463,9.17579e-7,4.900517e-7,0.0000028335428,0.000004952298,0.9994417,0.000108380176,0.00019400414,0.00008807575,0.0000014995026],"about_ca_topic_score_codex":0.014664985,"about_ca_topic_score_gemma":0.009432635,"teacher_disagreement_score":0.014664985,"about_ca_system_score_codex":0.000500427,"about_ca_system_score_gemma":0.00090844644,"threshold_uncertainty_score":0.029159248},"labels":[],"label_agreement":null},{"id":"W2148103429","doi":"10.1061/(asce)0733-9445(2005)131:5(794)","title":"Monitoring Structural Response of a Wooden Light-Frame Industrial Shed Building to Environmental Loads","year":2005,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Intertek (Canada); Concordia University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Roof; Structural engineering; Wind engineering; Structural system; Envelope (radar); Frame (networking); Wind tunnel; Building envelope; Snow; Stiffness; Displacement (psychology); Structural load; Low-rise; Finite element method; Engineering; Geology; Meteorology; Mechanical engineering; Aerospace engineering","score_opus":0.008128098818828276,"score_gpt":0.21814082125874804,"score_spread":0.21001272243991975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148103429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99961615,0.0000015623588,0.00022052783,0.0000019388892,3.3831034e-7,0.0000042090096,0.00002457217,0.0000068756244,0.00012384336],"genre_scores_gemma":[0.9990507,0.00000735669,0.00061057624,0.000003556255,4.8565545e-7,0.0000045126408,0.0000625914,0.0000021352541,0.0002582254],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999224,0.000004485013,0.0000013566635,0.000014537567,0.000035987137,0.000021254657],"domain_scores_gemma":[0.99988544,0.00002584679,0.000014354713,0.000010051364,0.00003837972,0.000025979869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095736825,0.00021333518,0.00016574362,0.00021684261,0.00035068594,0.00014056722,0.00029718393,0.00022936036,0.0006768239],"category_scores_gemma":[0.00020062181,0.00012697268,0.00008504202,0.00012344235,0.00028178087,0.000076727694,0.00014531866,0.00018557877,0.000107372914],"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":[0.00048975507,0.00031914562,0.075994864,0.000044592172,0.00001854441,0.0005070609,0.0006724913,0.014015003,0.8860302,0.000090639136,0.0001579893,0.021659682],"study_design_scores_gemma":[0.000047778518,0.0014605621,0.75809914,0.000009291403,0.000030535757,0.00021802694,0.0008378772,0.06476616,0.17371403,0.000060847036,0.00072332897,0.000032531447],"about_ca_topic_score_codex":0.045067843,"about_ca_topic_score_gemma":0.14373854,"teacher_disagreement_score":0.045067843,"about_ca_system_score_codex":0.0004166575,"about_ca_system_score_gemma":0.00033079513,"threshold_uncertainty_score":0.08961105},"labels":[],"label_agreement":null},{"id":"W2148442759","doi":"10.1520/jai12505","title":"A Review of Climate Loads Relevant to Assessing the Watertightness Performance of Walls, Windows, and Wall-Window Interfaces","year":2005,"lang":"en","type":"review","venue":"Journal of ASTM International","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Rainwater harvesting; Cladding (metalworking); Environmental science; Penetration (warfare); Wind speed; Wind engineering; Meteorology; Engineering; Materials science; Geography","score_opus":0.02206496018702829,"score_gpt":0.320886378648914,"score_spread":0.2988214184618857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148442759","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":[0.00041539612,0.99815434,0.00021852607,0.000062563755,0.00010031748,0.000009669465,0.00005416725,0.00000849699,0.0009765404],"genre_scores_gemma":[0.0016487198,0.9974605,0.00032717755,0.00005658895,0.000074708034,0.000011322648,0.000066034685,0.0000024527612,0.00035240798],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991522,0.00013920435,0.00018417221,0.0001461708,0.000342372,0.00003600087],"domain_scores_gemma":[0.99759895,0.0011225663,0.00039139375,0.000049832935,0.0007874962,0.000049742295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012766715,0.001310612,0.0028356088,0.007210955,0.0003121649,0.0010878568,0.001223419,0.0009898946,0.002766905],"category_scores_gemma":[0.0027162717,0.00066077703,0.00089004106,0.0077670272,0.0004839902,0.0016217822,0.0005320931,0.00059153157,0.0013766978],"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":[0.000101380756,0.0000921319,0.00091950415,0.070043564,0.00023501791,0.0003225775,0.00016536709,0.00085583143,0.0029404622,0.0010250275,0.012354993,0.91094416],"study_design_scores_gemma":[0.000028341496,0.0005600339,0.012738371,0.035849486,0.0011458067,0.0022685416,0.00045210632,0.00040489732,0.004978672,0.001299095,0.9401716,0.00010304308],"about_ca_topic_score_codex":0.004603378,"about_ca_topic_score_gemma":0.0064383703,"teacher_disagreement_score":0.007210955,"about_ca_system_score_codex":0.00074061926,"about_ca_system_score_gemma":0.0016898087,"threshold_uncertainty_score":0.009256244},"labels":[],"label_agreement":null},{"id":"W2150376718","doi":"10.1139/l05-079","title":"Prediction of flow patterns in scoured beds caused by submerged horizontal jets","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mechanics; Turbulence; Jet (fluid); Computation; Finite volume method; Geology; Boundary layer; Flow (mathematics); Geometry; Shear stress; Geotechnical engineering; Mathematics; Physics","score_opus":0.0050473453679075585,"score_gpt":0.15409360188016485,"score_spread":0.1490462565122573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150376718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96869713,0.00004964091,0.030515863,0.000024556084,0.000010957064,0.000011585599,0.000037293346,0.000119826254,0.0005330001],"genre_scores_gemma":[0.9973653,0.000024452416,0.0023358176,0.0000027978276,0.0000022930876,0.0000045524325,0.00003213505,0.0000048631964,0.00022798084],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999528,0.000010002039,0.0000025150816,0.000008895496,0.000013853216,0.000011957043],"domain_scores_gemma":[0.9998312,0.00006970964,0.00002979982,0.000012069728,0.000026736392,0.000030450812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253515,0.00041052458,0.00025641388,0.00022149472,0.0002090989,0.00047092044,0.00038046789,0.0003855588,0.00035847988],"category_scores_gemma":[0.00051672594,0.00019137036,0.00030288735,0.0001491812,0.00038013904,0.00030657463,0.00021326504,0.00026000815,0.00006185624],"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":[0.00010009208,0.000038995695,0.006982931,0.000021962102,0.000011899776,0.00035380872,0.000055330634,0.96093184,0.026885133,0.00054945773,0.00007241245,0.003996151],"study_design_scores_gemma":[0.000011679468,0.000029365288,0.0015309782,0.0000016704182,0.0000023812472,0.000011828982,0.000012843876,0.9961493,0.0021295105,0.000088328605,0.000028935481,0.0000031742713],"about_ca_topic_score_codex":0.010325472,"about_ca_topic_score_gemma":0.004443677,"teacher_disagreement_score":0.010325472,"about_ca_system_score_codex":0.00054700486,"about_ca_system_score_gemma":0.00041366025,"threshold_uncertainty_score":0.0205307},"labels":[],"label_agreement":null},{"id":"W2150927326","doi":"10.5194/acpd-10-7495-2010","title":"Why anisotropic turbulence matters: another reply","year":2010,"lang":"en","type":"article","venue":"","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":"McGill University","funders":"","keywords":"Turbulence; Scaling; Physics; Anisotropy; Atmospheric turbulence; Statistical physics; Envelope (radar); Meteorology; Atmospheric sciences; Computational physics; Mathematics; Geometry; Optics; Aerospace engineering; Engineering","score_opus":0.006872226682858654,"score_gpt":0.2029440523412187,"score_spread":0.19607182565836007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150927326","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005408765,0.00577895,0.0008803296,0.9830341,0.00827335,0.000002139815,0.000074518866,0.000034401306,0.0013813926],"genre_scores_gemma":[0.05033636,0.022055289,0.001584087,0.846493,0.07169479,0.00003363762,0.0001848355,0.00025444664,0.007363448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964798,0.0011203268,0.00027457275,0.00088857877,0.0009831066,0.0002537284],"domain_scores_gemma":[0.9688447,0.02074024,0.0010946508,0.0024888557,0.005528397,0.0013031467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01032408,0.00091858255,0.0017051284,0.0011318463,0.0018606262,0.0036125735,0.0038631104,0.019277105,0.0110203875],"category_scores_gemma":[0.0430499,0.0005644092,0.0011610118,0.0012184317,0.011444754,0.014199607,0.0043993257,0.03997977,0.008088342],"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":[0.000115826435,0.000045427936,0.00085047155,0.0003416476,0.00009629364,0.00026143942,0.00061855983,0.0004479918,0.0004875382,0.12254691,0.83897966,0.03520808],"study_design_scores_gemma":[0.00012435929,0.000056590678,0.0017328492,0.0006734154,0.00005769076,0.0006493015,0.0015839932,0.0009624108,0.00069809123,0.4005085,0.59280974,0.00014303309],"about_ca_topic_score_codex":0.0029093993,"about_ca_topic_score_gemma":0.0017310055,"teacher_disagreement_score":0.019277105,"about_ca_system_score_codex":0.0016963643,"about_ca_system_score_gemma":0.002008116,"threshold_uncertainty_score":0.054599583},"labels":[],"label_agreement":null},{"id":"W2151354660","doi":"10.1002/fld.2709","title":"<i>k</i> − <i>ε</i> simulations of the neutral atmospheric boundary layer: analysis and correction of discretization errors on practical grids","year":2011,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Hôpital Notre-Dame; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Discretization; Grid; Boundary layer; Turbulence; Dissipation; Boundary value problem; Homogeneous; Invariant (physics); Mechanics; Flow (mathematics); Work (physics); Applied mathematics; Kinetic energy; Mathematics; Geometry; Physics; Statistical physics; Mathematical analysis; Classical mechanics; Thermodynamics","score_opus":0.03810299631197754,"score_gpt":0.37323889017461365,"score_spread":0.3351358938626361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151354660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590295,0.00026741545,0.028137604,0.00032406652,0.0001805645,0.00004963322,0.00037540996,0.0006179576,0.011017857],"genre_scores_gemma":[0.98749137,0.000089181936,0.011032283,0.000035717385,0.000016235197,0.000032253323,0.00022191975,0.00008954943,0.0009913709],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980503,0.000046844358,0.000016979078,0.000023044138,0.000058964244,0.00004916575],"domain_scores_gemma":[0.99883753,0.00064715405,0.00012178853,0.00012615486,0.00015924763,0.00010811961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006252314,0.00038566373,0.0005139509,0.0003858511,0.0003668797,0.0006405056,0.00066130375,0.00059440575,0.0017744252],"category_scores_gemma":[0.0020927228,0.00017102846,0.00035175402,0.0004306673,0.0007385651,0.00042359717,0.0007350242,0.00076713663,0.00016179492],"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":[0.00011773496,0.000064871645,0.004483511,0.000052401756,0.000022494982,0.00011009296,0.00006356925,0.9807264,0.0049836156,0.003312419,0.0007806592,0.005282273],"study_design_scores_gemma":[0.000018549905,0.000038143324,0.000905729,0.000009806896,0.0000038903777,0.000011619929,0.000021605925,0.9957009,0.0023841946,0.0005196403,0.00037718075,0.000008653995],"about_ca_topic_score_codex":0.01014335,"about_ca_topic_score_gemma":0.0044620233,"teacher_disagreement_score":0.01014335,"about_ca_system_score_codex":0.00046687698,"about_ca_system_score_gemma":0.000558776,"threshold_uncertainty_score":0.020168602},"labels":[],"label_agreement":null},{"id":"W2152605411","doi":"10.1260/0309524054353719","title":"Study of Atmospheric Boundary Layer Flows over a Coastal Cliff","year":2005,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Wind Energy Institute of Canada; Université de Moncton","funders":"","keywords":"Planetary boundary layer; Cliff; Meteorology; Marine engineering; Environmental science; Boundary layer; Wind power; Turbine; Geology; Flow (mathematics); Mechanics; Geography; Engineering; Physics; Aerospace engineering","score_opus":0.007317157042307861,"score_gpt":0.2033473056041762,"score_spread":0.19603014856186832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152605411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990783,0.0000078832245,0.00038619485,0.000008037789,0.0000013632447,0.000004214334,0.00002440895,0.0000111720565,0.00047837946],"genre_scores_gemma":[0.99937856,0.000012275242,0.00038253958,0.000002665245,0.0000011988434,0.0000022917247,0.000044098655,0.0000019056077,0.00017442521],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99993634,0.000011328529,0.0000037705572,0.000015800179,0.000013323317,0.000019385718],"domain_scores_gemma":[0.99979216,0.00007907323,0.000031400323,0.00001497562,0.00003866846,0.000043841854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016738568,0.0003649627,0.0002678327,0.00038667725,0.0005586479,0.00059179607,0.00040433035,0.00062445214,0.0004887322],"category_scores_gemma":[0.00059080106,0.00019346001,0.00038190762,0.0003016965,0.00056201365,0.00034990127,0.00027470966,0.0003464271,0.000059733524],"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":[0.0002881418,0.00019584515,0.09327717,0.0000466609,0.00006340492,0.0012830488,0.0002662338,0.8609356,0.036109127,0.0013831822,0.00016218229,0.0059894132],"study_design_scores_gemma":[0.00004720718,0.00013603028,0.038804688,0.0000075191756,0.000019666835,0.000066903754,0.00021494429,0.9566684,0.003681446,0.00016513657,0.00016754557,0.000020536461],"about_ca_topic_score_codex":0.062392753,"about_ca_topic_score_gemma":0.03475743,"teacher_disagreement_score":0.062392753,"about_ca_system_score_codex":0.0006976045,"about_ca_system_score_gemma":0.0006286597,"threshold_uncertainty_score":0.12405914},"labels":[],"label_agreement":null},{"id":"W2153999037","doi":"10.1061/41016(314)190","title":"Modeling and Prediction of Failure of Transmission Lines Due to High Intensity Winds","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Thunderstorm; Tower; Storm; Electric power transmission; Computer science; Line (geometry); Meteorology; Wind engineering; Tornado; Transmission line; Environmental science; Marine engineering; Structural engineering; Engineering; Physics; Telecommunications; Electrical engineering","score_opus":0.010861978803715326,"score_gpt":0.20457266600926938,"score_spread":0.19371068720555404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153999037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528938,0.00014993694,0.041726112,0.00017086063,0.000030492345,0.00006339007,0.00021806876,0.00029974882,0.004447676],"genre_scores_gemma":[0.9973448,0.000060669838,0.0016226958,0.0000071856143,0.000005504759,0.0000197183,0.000058663303,0.000011294816,0.0008694403],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998435,0.000038015114,0.000011508053,0.00003234002,0.000030275445,0.000044327724],"domain_scores_gemma":[0.9993393,0.00031726965,0.00015174526,0.0000310215,0.00009433135,0.000066306246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041479606,0.0007154632,0.0005060363,0.00055705116,0.00046454457,0.00089585077,0.0008106437,0.0013753028,0.0010412486],"category_scores_gemma":[0.0012898103,0.00056180876,0.00052101415,0.00024065642,0.0006722349,0.0004917556,0.00046298033,0.00047952528,0.00017872623],"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":[0.000013122414,0.0000148696145,0.0015463207,0.0000061904307,0.0000044911617,0.000049882336,0.000010697106,0.99705964,0.00059200573,0.00011951826,0.00004077619,0.0005425105],"study_design_scores_gemma":[0.0000012718419,0.000008122329,0.00031590115,7.4831433e-7,0.0000013557409,0.000004082345,0.000004836176,0.9995208,0.000086449254,0.000037907543,0.000017512872,0.000001052467],"about_ca_topic_score_codex":0.04430379,"about_ca_topic_score_gemma":0.013543204,"teacher_disagreement_score":0.04430379,"about_ca_system_score_codex":0.0008517234,"about_ca_system_score_gemma":0.00082086667,"threshold_uncertainty_score":0.08809179},"labels":[],"label_agreement":null},{"id":"W2155314443","doi":"10.1016/j.atmosenv.2010.09.065","title":"CFD simulation of near-field pollutant dispersion on a high-resolution grid: A case study by LES and RANS for a building group in downtown Montreal","year":2010,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":385,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Computational fluid dynamics; Meteorology; Atmospheric dispersion modeling; Turbulence; Air quality index; Environmental science; Dispersion (optics); Grid; Large eddy simulation; Downtown; Wind tunnel; Scale model; Airflow; Marine engineering; Engineering; Air pollution; Aerospace engineering; Geography; Mathematics; Physics; Mechanical engineering; Geometry; Chemistry","score_opus":0.005009672849947384,"score_gpt":0.2140495231801415,"score_spread":0.20903985033019412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155314443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99162513,0.00005165711,0.0026588584,0.00018118494,0.000017728333,0.00002807512,0.0005164602,0.00018451532,0.0047364593],"genre_scores_gemma":[0.99460864,0.000034312223,0.0024716784,0.000016051294,0.00000526475,0.000011695083,0.00026791988,0.00002678561,0.0025577373],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998078,0.000027314562,0.00000865421,0.000036593818,0.000043284585,0.00007638373],"domain_scores_gemma":[0.9995198,0.00023285561,0.000037061458,0.00003082164,0.000101616744,0.000077784774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032151776,0.0007009275,0.0007409744,0.0005706721,0.0014113401,0.0013117571,0.0011828527,0.0014200264,0.0021479107],"category_scores_gemma":[0.0008565345,0.0006148047,0.0006407101,0.00094918325,0.00090194977,0.000590992,0.0005923897,0.0007469915,0.00021611256],"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":[0.00010756817,0.00013911568,0.0109670935,0.0000141666915,0.000023464449,0.00044117984,0.000101697326,0.98225754,0.0017686627,0.00057864515,0.00061546284,0.0029853503],"study_design_scores_gemma":[0.000027655036,0.00002920762,0.004696875,0.0000021337685,0.000006626678,0.0000131672405,0.00009990077,0.9944073,0.00048735805,0.00006167957,0.00015610985,0.0000119694305],"about_ca_topic_score_codex":0.75876313,"about_ca_topic_score_gemma":0.6776459,"teacher_disagreement_score":0.24123687,"about_ca_system_score_codex":0.0041700723,"about_ca_system_score_gemma":0.0036999106,"threshold_uncertainty_score":0.48531508},"labels":[],"label_agreement":null},{"id":"W2155513767","doi":"10.5194/asr-6-75-2011","title":"A Non-Linear Mixed Spectral Finite-Difference 3-D model for planetary boundary-layer flow over complex terrain","year":2011,"lang":"en","type":"article","venue":"Advances in science and research","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Akademie der Naturwissenschaften; Mitacs","keywords":"Terrain; Boundary layer; Flow (mathematics); Planetary boundary layer; Layer (electronics); Surface (topology); Geology; Mechanics; Physics; Geometry; Mathematics; Materials science; Geography","score_opus":0.1039333233598807,"score_gpt":0.36144309266877095,"score_spread":0.25750976930889025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155513767","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":[0.31378812,0.000329015,0.6765675,0.00067677355,0.00017918115,0.00017823237,0.00066071353,0.00084837415,0.006772168],"genre_scores_gemma":[0.93627155,0.0001580973,0.05879013,0.00010782688,0.000031698717,0.00025108163,0.00034921867,0.00007052508,0.003969912],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998629,0.00004803423,0.000010280969,0.000022124135,0.000040908777,0.000015830237],"domain_scores_gemma":[0.9995498,0.00024070647,0.00003294392,0.000026740496,0.00010468059,0.000045078585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048480288,0.00042300476,0.00066577183,0.00038012507,0.00061603996,0.00081046304,0.0014612915,0.0015680642,0.0017583315],"category_scores_gemma":[0.0011256305,0.00043700394,0.0007768047,0.00034282755,0.000592127,0.00068925705,0.00056955655,0.0008121344,0.00023559137],"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":[0.000026574788,0.000037779864,0.0007999218,0.000016200085,0.000008989169,0.000029938536,0.000023929595,0.9941461,0.001175764,0.0007706545,0.0001306597,0.0028335063],"study_design_scores_gemma":[0.000004434115,0.000004088304,0.00005579,9.307333e-7,9.0204003e-7,0.000002001767,0.000001587985,0.99970526,0.000072912735,0.00008411796,0.000066221124,0.0000017106419],"about_ca_topic_score_codex":0.023596378,"about_ca_topic_score_gemma":0.0168757,"teacher_disagreement_score":0.023596378,"about_ca_system_score_codex":0.0009018875,"about_ca_system_score_gemma":0.0011152921,"threshold_uncertainty_score":0.046918035},"labels":[],"label_agreement":null},{"id":"W2156568867","doi":"10.1002/fld.1720","title":"Buoyancy‐corrected <i>k</i>–ε models and large eddy simulation applied to a large axisymmetric helium plume","year":2008,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds-averaged Navier–Stokes equations; Buoyancy; Plume; Large eddy simulation; Mechanics; Turbulence; Rotational symmetry; Computational fluid dynamics; Reynolds number; Meteorology; Physics","score_opus":0.04111385727544083,"score_gpt":0.37604014483786297,"score_spread":0.33492628756242215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156568867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96588176,0.00012335659,0.028995503,0.00016471115,0.000037652717,0.00005455774,0.000074268886,0.0003165696,0.004351604],"genre_scores_gemma":[0.99371994,0.00004701069,0.0053418796,0.00001395876,0.00000551551,0.000024000843,0.000038102888,0.000027183552,0.0007823072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999858,0.000071981216,0.000008280741,0.0000106917905,0.00002811474,0.00002291308],"domain_scores_gemma":[0.9993586,0.00032307004,0.00010448953,0.000048235106,0.00010240688,0.000063164196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006184292,0.0006181069,0.00046843677,0.0003356255,0.00052853854,0.00065188704,0.00060029374,0.00075852725,0.00071316946],"category_scores_gemma":[0.0014299415,0.0002958206,0.00046282346,0.00027609366,0.0006578925,0.00045120373,0.00047708035,0.0004739822,0.00012650703],"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":[0.00006277616,0.00005689111,0.001957458,0.000015762873,0.000011878432,0.000096647665,0.00003310309,0.9911679,0.003979539,0.00095368223,0.00009958416,0.0015647243],"study_design_scores_gemma":[0.000009136523,0.00001945717,0.00023012092,0.0000014389218,0.0000013038984,0.000004208313,0.0000051931497,0.99910766,0.0005183647,0.00006342494,0.00003688113,0.000002887574],"about_ca_topic_score_codex":0.025305664,"about_ca_topic_score_gemma":0.00868388,"teacher_disagreement_score":0.025305664,"about_ca_system_score_codex":0.0007399899,"about_ca_system_score_gemma":0.0006770926,"threshold_uncertainty_score":0.05031675},"labels":[],"label_agreement":null},{"id":"W2156911954","doi":"10.1063/1.3490510","title":"Vortices and tall buildings: A recipe for resonance","year":2010,"lang":"en","type":"article","venue":"Physics Today","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Vortex; Perpendicular; Recipe; Resonance (particle physics); Flow (mathematics); Physics; Mechanics; Geology; Geometry; Meteorology; History; Mathematics; Archaeology; Atomic physics","score_opus":0.009433227287330375,"score_gpt":0.2337387953976751,"score_spread":0.22430556811034472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156911954","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":[0.01847703,0.0018525232,0.81687844,0.005190481,0.0012036064,0.00017366842,0.00023118047,0.0006823663,0.15531075],"genre_scores_gemma":[0.3723756,0.0020673666,0.49511427,0.0013310767,0.0009936993,0.00032498804,0.00017258947,0.0010703368,0.1265501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99960893,0.0001114062,0.000018922614,0.000082726525,0.00011859671,0.00005943262],"domain_scores_gemma":[0.9996025,0.00014052304,0.000036366317,0.00009761281,0.00007331046,0.000049735787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042343707,0.0006801621,0.00047267237,0.0010383303,0.0018000621,0.0020465332,0.0012934807,0.0020723676,0.018845381],"category_scores_gemma":[0.0021448876,0.0006427382,0.0009128503,0.0005367597,0.0030713053,0.0034333724,0.0021789942,0.0024704307,0.003093194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000099891495,0.000013046061,0.00026647426,0.000050075283,0.0000069050493,0.00025017787,0.0006680644,0.004096465,0.002018784,0.97812927,0.00464189,0.00984876],"study_design_scores_gemma":[0.000016285916,0.000031294596,0.00049675157,0.00004858878,0.000011396192,0.0007962269,0.0007097658,0.026346652,0.0009030551,0.8944025,0.076189145,0.000048316335],"about_ca_topic_score_codex":0.0018080918,"about_ca_topic_score_gemma":0.0028580406,"teacher_disagreement_score":0.018845381,"about_ca_system_score_codex":0.0006233099,"about_ca_system_score_gemma":0.00051804684,"threshold_uncertainty_score":0.06304407},"labels":[],"label_agreement":null},{"id":"W2157355448","doi":"10.1016/j.jweia.2007.02.028","title":"Numerical modeling of passive scalar dispersion in an urban canopy layer","year":2007,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Turbulence; Scalar (mathematics); Mechanics; Dispersion (optics); Dissipation; Turbulent diffusion; Convection–diffusion equation; Mean flow; TRACER; Environmental science; Mathematics; Physics; Meteorology; Geometry; Optics; Thermodynamics","score_opus":0.014564263928455919,"score_gpt":0.21396646554463972,"score_spread":0.1994022016161838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157355448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92733926,0.0003839244,0.06055779,0.00031499745,0.00008953464,0.00004763691,0.00011389965,0.00019707627,0.010955885],"genre_scores_gemma":[0.995729,0.00008207265,0.0026502374,0.000015283982,0.000016530214,0.000008815499,0.000026604159,0.000012155299,0.0014592663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989724,0.000027151664,0.0000068483278,0.000017794307,0.000025712217,0.000025239775],"domain_scores_gemma":[0.99967563,0.00014722794,0.000045586476,0.000024580007,0.00006941079,0.000037528607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027413483,0.00042852122,0.00052574143,0.00041666403,0.00069274835,0.0009410425,0.0007413752,0.0010997547,0.0007918069],"category_scores_gemma":[0.0008911573,0.00040085864,0.00033356802,0.00044507266,0.0008537613,0.00076568185,0.0005816336,0.00048061027,0.00011013251],"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":[0.000060384005,0.000078102035,0.002019378,0.000019750642,0.000013511195,0.00010990523,0.000054606957,0.9880824,0.0041934745,0.0027793352,0.00015252343,0.002436576],"study_design_scores_gemma":[0.0000077728655,0.000009242177,0.00031758688,0.0000013266695,0.0000021943786,0.0000065029626,0.000010763577,0.99920017,0.00022665135,0.00015916512,0.000055075652,0.0000036680124],"about_ca_topic_score_codex":0.01344846,"about_ca_topic_score_gemma":0.0064581083,"teacher_disagreement_score":0.01344846,"about_ca_system_score_codex":0.00078889675,"about_ca_system_score_gemma":0.0005572804,"threshold_uncertainty_score":0.026740313},"labels":[],"label_agreement":null},{"id":"W2157502362","doi":"10.1023/a:1019668424982","title":"Area-Averaged Sensible Heat Flux and a New Method to Determine Zero-Plane Displacement Length over an Urban Surface using Scintillometry","year":2002,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Core Research for Evolutional Science and Technology","keywords":"Scintillometer; Sensible heat; Environmental science; Eddy covariance; Urban climatology; Displacement (psychology); Atmospheric instability; Meteorology; Urban heat island; Terrain; Atmospheric sciences; Remote sensing; Turbulence; Urban climate; Physics; Geography","score_opus":0.04421737547756434,"score_gpt":0.28568031302283237,"score_spread":0.24146293754526804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157502362","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":[0.38171372,0.00021377952,0.6139619,0.00004254464,0.000051668034,0.000041070958,0.00032669643,0.0008234884,0.002825176],"genre_scores_gemma":[0.7700948,0.00011294005,0.22788808,0.000016465143,0.000020667541,0.00006791824,0.00033523628,0.00010517397,0.0013587419],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980325,0.000032734028,0.000007835695,0.000060887167,0.00008070741,0.000014630546],"domain_scores_gemma":[0.99974257,0.00009224914,0.00003266269,0.000029445762,0.00008991098,0.0000132394525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029714883,0.00031597988,0.00029821027,0.0010029714,0.00028819812,0.00040098798,0.00062639,0.00032695936,0.0007670983],"category_scores_gemma":[0.0005905407,0.00030809653,0.00021654861,0.0008141389,0.00036002602,0.0007002722,0.00031250942,0.00029193787,0.00018724601],"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":[0.0005726615,0.0002490894,0.08623805,0.0002531916,0.00016950062,0.0001486255,0.0004740787,0.12291855,0.42361143,0.010435249,0.001118204,0.3538113],"study_design_scores_gemma":[0.00006987788,0.00014087088,0.04460837,0.000015141378,0.000064605774,0.00017296096,0.00009874512,0.88116693,0.070078,0.0010531506,0.0024466552,0.00008468297],"about_ca_topic_score_codex":0.0068363245,"about_ca_topic_score_gemma":0.018310335,"teacher_disagreement_score":0.0068363245,"about_ca_system_score_codex":0.0005148175,"about_ca_system_score_gemma":0.00039208066,"threshold_uncertainty_score":0.013593078},"labels":[],"label_agreement":null},{"id":"W2159646928","doi":"10.7202/020788ar","title":"Comparaison du rayonnement solaire en ville et à la campagne","year":2005,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Collège Jean-de-Brébeuf","funders":"","keywords":"Art; Humanities; Forestry; Geography","score_opus":0.0046838934545828026,"score_gpt":0.20772916229197222,"score_spread":0.2030452688373894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159646928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98448414,0.000380151,0.0013716579,0.00010265551,0.000009787804,0.000035622812,0.0012836816,0.00013968431,0.012192638],"genre_scores_gemma":[0.98626465,0.00033285853,0.0013407792,0.000018152527,0.000009304087,0.000024743602,0.0007924328,0.000045426674,0.011171674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996911,0.000028253513,0.0000070190654,0.00007232533,0.000114524555,0.0000867252],"domain_scores_gemma":[0.9995511,0.00010710043,0.00005780115,0.000023255365,0.00021223752,0.00004844006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025644005,0.0004962582,0.00030844597,0.0020576417,0.0011141994,0.001401868,0.00036951617,0.0003425685,0.0048727025],"category_scores_gemma":[0.0006702381,0.00028815086,0.00044824337,0.00293467,0.0005773685,0.00042103592,0.0003901701,0.0003489532,0.00043492997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001073848,0.00009392866,0.8289849,0.00029765867,0.0005018427,0.0008091051,0.0061117345,0.010888656,0.06295802,0.002396504,0.0017494182,0.08413436],"study_design_scores_gemma":[0.000019986166,0.00011580765,0.986482,0.000018880106,0.00004543712,0.00008132986,0.0013431874,0.0013424337,0.0036117574,0.000065330314,0.006842857,0.000030937917],"about_ca_topic_score_codex":0.80220306,"about_ca_topic_score_gemma":0.9139266,"teacher_disagreement_score":0.80220306,"about_ca_system_score_codex":0.004512536,"about_ca_system_score_gemma":0.0018216028,"threshold_uncertainty_score":0.3979236},"labels":[],"label_agreement":null},{"id":"W2160879022","doi":"10.1007/978-94-010-0932-4_25","title":"Near Field Dispersion in the Urban Environment — A Hydraulic Flume Study","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Plume; Flume; Turbulence; Atmospheric dispersion modeling; Dispersion (optics); Mechanics; Boundary layer; Point source; Environmental science; Water tunnel; Flow (mathematics); Meteorology; Atmospheric sciences; Soil science; Geology; Hydrology (agriculture); Geotechnical engineering; Physics; Optics; Chemistry; Vortex; Air pollution","score_opus":0.008992482036892218,"score_gpt":0.19108058169847875,"score_spread":0.18208809966158654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160879022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758912,0.00491583,0.066823095,0.00041580645,0.000068640205,0.00004356434,0.0003487473,0.000069970905,0.051423114],"genre_scores_gemma":[0.9816202,0.0017089766,0.0026187631,0.000018668945,0.000043213382,0.000021016862,0.00010380677,0.000016325186,0.0138491485],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990165,0.0000251916,0.0000040426935,0.000019016543,0.00002743945,0.000022688282],"domain_scores_gemma":[0.9997396,0.00017664323,0.000020130497,0.000018314122,0.000030003937,0.000015301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018853588,0.00016889769,0.0002495043,0.00095088803,0.0006124816,0.0007411442,0.0004836559,0.0005036046,0.0017490144],"category_scores_gemma":[0.0005398587,0.00017797577,0.00024577876,0.0017974696,0.0006777317,0.0015430386,0.0004453065,0.00023439358,0.00017885768],"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":[0.00026313256,0.0006088564,0.05529294,0.00024815436,0.0000829474,0.000824444,0.0020217344,0.4672048,0.009071661,0.24579914,0.00879771,0.20978445],"study_design_scores_gemma":[0.000030434687,0.00070259976,0.17258874,0.00009082108,0.00007759468,0.0010930178,0.0061832145,0.65821934,0.0038700877,0.12211576,0.03486852,0.00015982994],"about_ca_topic_score_codex":0.016583096,"about_ca_topic_score_gemma":0.014906706,"teacher_disagreement_score":0.016583096,"about_ca_system_score_codex":0.00070730795,"about_ca_system_score_gemma":0.00031787588,"threshold_uncertainty_score":0.03297311},"labels":[],"label_agreement":null},{"id":"W2160908949","doi":"10.1023/a:1021308022939","title":"Influence of Geometry on the Mean Flow within Urban Street Canyons – A Comparison of Wind Tunnel Experiments and Numerical Simulations","year":2002,"lang":"en","type":"article","venue":"Water Air and Soil Pollution Focus","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Vortex; Turbulence; Canyon; Computational fluid dynamics; Mechanics; Boundary layer; Wind tunnel; Flow (mathematics); Perpendicular; Geology; Mean flow; Airflow; Physics; Meteorology; Geometry; Mathematics; Geomorphology; Thermodynamics","score_opus":0.017503828744216837,"score_gpt":0.23199231895756312,"score_spread":0.2144884902133463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160908949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993513,0.000018744366,0.00028770702,0.0000060884927,0.0000035613714,0.000004491891,0.00006135196,0.000017515733,0.0002491928],"genre_scores_gemma":[0.9997025,0.000018505689,0.00016359794,0.0000012314584,0.0000013947333,0.0000025406875,0.000054294534,0.0000037501547,0.000052154923],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997714,0.000082737686,0.000010918745,0.00004502799,0.00003455786,0.000055325352],"domain_scores_gemma":[0.9991678,0.0004978158,0.00007287201,0.000070830785,0.000118388016,0.00007232347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034437978,0.0003206888,0.0004515342,0.00040377324,0.00043763345,0.0007334883,0.00025787237,0.00045016257,0.0007281094],"category_scores_gemma":[0.0013228259,0.00030704617,0.0003496115,0.00041775,0.0006998189,0.00040431687,0.0002966625,0.00021936277,0.000102172235],"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":[0.0019663116,0.0005781993,0.14507677,0.0001222484,0.00011315307,0.00070065807,0.00043096652,0.7588348,0.07727384,0.0011368032,0.0006478835,0.013118428],"study_design_scores_gemma":[0.0001878153,0.0010420817,0.30442217,0.000024737361,0.000112247006,0.00017178386,0.00060126465,0.6723883,0.020015113,0.0004064726,0.00052205106,0.000106003274],"about_ca_topic_score_codex":0.015659327,"about_ca_topic_score_gemma":0.011338909,"teacher_disagreement_score":0.015659327,"about_ca_system_score_codex":0.0004457603,"about_ca_system_score_gemma":0.0005116911,"threshold_uncertainty_score":0.031136394},"labels":[],"label_agreement":null},{"id":"W2162421341","doi":"10.1061/9780784412626.044","title":"Wind Load on Ridge and Field Tiles on a Residential Building: A Full Scale Study","year":2012,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Gable; Roof; Tile; Ridge; Geology; Low-rise; Ceramic tiles; Full scale; Flat roof; Geotechnical engineering; Structural engineering; Materials science; Engineering; Composite material","score_opus":0.012537107805036285,"score_gpt":0.24805898355343947,"score_spread":0.2355218757484032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162421341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996958,0.000005410341,0.00010035212,6.712163e-7,6.449658e-7,0.0000057363,0.00003304846,0.000004135392,0.00015429725],"genre_scores_gemma":[0.9993735,0.000013054742,0.00028714162,0.0000015732081,0.0000016900802,0.0000058414157,0.00008410111,0.000002693559,0.00023056244],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99979717,0.000023711955,0.000007724973,0.000048467788,0.00008487303,0.000038024595],"domain_scores_gemma":[0.99978274,0.00005310686,0.000027827213,0.000033537486,0.000053419964,0.0000494647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001822359,0.0003001175,0.0003820791,0.00037378012,0.00041895,0.00022671347,0.0002872249,0.0003081682,0.0010227906],"category_scores_gemma":[0.00021706725,0.00016636461,0.0003307494,0.00024439307,0.0003172171,0.00022106244,0.00032642024,0.00020618917,0.00027105768],"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":[0.0016945762,0.0017342996,0.31115958,0.00023278834,0.000110473586,0.0026221927,0.0021762236,0.009748451,0.62619054,0.00009671084,0.00032927765,0.043904897],"study_design_scores_gemma":[0.000019505056,0.0031365347,0.9466306,0.000007239785,0.000057091704,0.000441662,0.0014057717,0.0071988693,0.04056854,0.000031662214,0.00047584335,0.000026659207],"about_ca_topic_score_codex":0.0018617397,"about_ca_topic_score_gemma":0.00461351,"teacher_disagreement_score":0.0018617397,"about_ca_system_score_codex":0.0001259232,"about_ca_system_score_gemma":0.000102233156,"threshold_uncertainty_score":0.003701806},"labels":[],"label_agreement":null},{"id":"W2164368012","doi":"10.1061/40700(2004)52","title":"Knowledge-based Desk-top Analysis of Pedestrian Wind Conditions","year":2004,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Desk; Pedestrian; Wind tunnel; Knowledge base; Computer science; Focus (optics); Engineering; Simulation; Marine engineering; Transport engineering; Aerospace engineering; Mechanical engineering; Artificial intelligence","score_opus":0.014899271232869755,"score_gpt":0.2584400445655313,"score_spread":0.24354077333266158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164368012","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":[0.21413553,0.00012347657,0.77042603,0.000064048654,0.000016225787,0.00020047004,0.0013669644,0.0012079772,0.012459292],"genre_scores_gemma":[0.8258319,0.00019138328,0.1699736,0.00001197063,0.000010707291,0.00013267672,0.0013764047,0.00005352481,0.0024177858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961925,0.00008035367,0.000028928258,0.00008523597,0.00014326435,0.000042962092],"domain_scores_gemma":[0.9991788,0.000368622,0.000090067726,0.00007447108,0.00025632573,0.000031686173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044292113,0.0006440799,0.0005969876,0.0024697608,0.00044636134,0.00089392724,0.0004947671,0.00048337906,0.003046711],"category_scores_gemma":[0.0021995155,0.0002109295,0.000422829,0.0010776576,0.00029572414,0.00094614853,0.00054159976,0.00022929718,0.0005821796],"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":[0.000547757,0.00014044775,0.015455712,0.00022716663,0.000079495374,0.00035665062,0.000397227,0.61909366,0.011805132,0.005000555,0.0017136853,0.34518257],"study_design_scores_gemma":[0.000009232388,0.000047779402,0.008514465,0.000011904844,0.000029073848,0.00006634456,0.00020287074,0.98122954,0.005436654,0.0031420814,0.0012830314,0.000026886017],"about_ca_topic_score_codex":0.012071451,"about_ca_topic_score_gemma":0.012967565,"teacher_disagreement_score":0.012071451,"about_ca_system_score_codex":0.00075155374,"about_ca_system_score_gemma":0.0007730069,"threshold_uncertainty_score":0.024002373},"labels":[],"label_agreement":null},{"id":"W2165395296","doi":"10.1520/jai102048","title":"Water Penetration of Cladding Components—Results from Laboratory Tests on Simulated Sealed Vertical and Horizontal Joints of Wall Cladding","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Sealant; Joint (building); Cladding (metalworking); Materials science; Structural engineering; Building envelope; Penetration (warfare); Cracking; Expansion joint; Composite material; Geotechnical engineering; Engineering","score_opus":0.01208373473665587,"score_gpt":0.23968580545135046,"score_spread":0.2276020707146946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165395296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99932384,0.000042880314,0.0004811162,0.0000016094499,0.0000019889924,0.000011725822,0.000055990935,0.000009588836,0.000071286835],"genre_scores_gemma":[0.99893016,0.000046869965,0.0007094478,0.000003064387,0.0000011164941,0.000012622594,0.00007097417,0.00000594209,0.00021977475],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995815,0.000071548944,0.00003800117,0.00009004665,0.00014263648,0.00007630624],"domain_scores_gemma":[0.9991672,0.000328703,0.00016761167,0.00007396576,0.0001846417,0.0000779208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004506469,0.00052182947,0.00042385852,0.00025246412,0.00026830423,0.00023331042,0.00044291184,0.0005503776,0.0009646515],"category_scores_gemma":[0.00080861856,0.00025015,0.0004262497,0.0001662238,0.00038354858,0.0002511504,0.00037652766,0.00030422962,0.00014665822],"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":[0.00051957625,0.00014879933,0.0028582076,0.000071826034,0.000013828449,0.000093590854,0.00016805965,0.0021408414,0.9923894,0.000011665862,0.000013212222,0.0015709321],"study_design_scores_gemma":[0.00002016038,0.0047288626,0.010652226,0.000009080653,0.000026731941,0.000054005617,0.00012198194,0.0038875777,0.9803546,0.000011090023,0.00012375161,0.000009853292],"about_ca_topic_score_codex":0.0014995593,"about_ca_topic_score_gemma":0.0017021691,"teacher_disagreement_score":0.0014995593,"about_ca_system_score_codex":0.00024867806,"about_ca_system_score_gemma":0.00015173541,"threshold_uncertainty_score":0.003227055},"labels":[],"label_agreement":null},{"id":"W2165684873","doi":"","title":"Improving the Environmental Compatibility of Three Common Structural Systems Used in Canada","year":2009,"lang":"en","type":"article","venue":"Symposium of the International Association for Shell and Spatial Structures (50th. 2009. Valencia). Evolution and Trends in Design, Analysis and Construction of Shell and Spatial Structures : Proceedings","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":"Structural system; Framing (construction); Compatibility (geochemistry); Architectural engineering; Apartment; Engineering; Energy consumption; Civil engineering; Construction engineering","score_opus":0.0064816586835017955,"score_gpt":0.19422811240605398,"score_spread":0.1877464537225522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165684873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979282,0.00016507512,0.0038514987,0.00006238268,0.000005861201,0.00008067238,0.00046948987,0.000105240404,0.015977787],"genre_scores_gemma":[0.97650903,0.00026147836,0.012327066,0.000019399215,0.0000015116892,0.000031630545,0.00061560894,0.000030706415,0.010203603],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99928766,0.000047398906,0.000028782002,0.0000887785,0.0003695293,0.00017788625],"domain_scores_gemma":[0.99961156,0.000024421608,0.00003407831,0.000033670105,0.00023067919,0.00006555211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026780152,0.0003279546,0.00014568452,0.0014260454,0.0018055919,0.00076743175,0.0008909548,0.00022978676,0.0024885803],"category_scores_gemma":[0.0006392648,0.000178631,0.00025840054,0.0023319134,0.00076146325,0.0002233269,0.0006285458,0.00017404974,0.0002938053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008994406,0.0004836911,0.19286534,0.0005767869,0.000080204416,0.0012372972,0.0048087398,0.036943395,0.18584014,0.01815046,0.0043225307,0.55379206],"study_design_scores_gemma":[0.00009824646,0.0021321194,0.7483934,0.00018197224,0.00020978099,0.0011301376,0.012561817,0.02193094,0.11369262,0.0014476478,0.09805341,0.00016784738],"about_ca_topic_score_codex":0.8556763,"about_ca_topic_score_gemma":0.9576272,"teacher_disagreement_score":0.1443237,"about_ca_system_score_codex":0.010322204,"about_ca_system_score_gemma":0.0077937297,"threshold_uncertainty_score":0.29034728},"labels":[],"label_agreement":null},{"id":"W2166372694","doi":"10.1007/s10546-006-9118-9","title":"Extension of a fluctuating plume model of tracer dispersion to a sheared boundary layer and to a large array of obstacles","year":2006,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coanda Research and Development Corporation (Canada); Defence Research and Development Canada","funders":"","keywords":"Plume; Isotropy; Centroid; Boundary layer; Dispersion (optics); Turbulence; Probability density function; Atmospheric dispersion modeling; Homogeneity (statistics); Statistical physics; Mechanics; Physics; Geometry; Optics; Mathematics; Meteorology; Chemistry; Statistics","score_opus":0.01617358826661766,"score_gpt":0.24322051557081864,"score_spread":0.22704692730420098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166372694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54267985,0.0011256854,0.4342743,0.0017568503,0.00046504548,0.00013682329,0.00047938683,0.00041936222,0.018662749],"genre_scores_gemma":[0.97437626,0.00038975413,0.017567856,0.00013305878,0.00012326997,0.0000792005,0.00017336255,0.0001267194,0.0070304805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997571,0.0000738025,0.0000130590815,0.00004737123,0.00004560089,0.000062903964],"domain_scores_gemma":[0.9991049,0.00031086022,0.00012417528,0.00007204962,0.0001972096,0.00019069895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080632063,0.0010528719,0.0014264855,0.00085457065,0.0011782959,0.0017062536,0.0031134405,0.0028678908,0.0014976263],"category_scores_gemma":[0.0026436953,0.0009983948,0.0015626969,0.0009507273,0.0017169366,0.0021265794,0.00158785,0.0016042372,0.00018864684],"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":[0.00003553205,0.00003601634,0.0006033615,0.000009890193,0.000018247805,0.00007927241,0.000022319375,0.9874857,0.0006584677,0.009997853,0.00018085205,0.00087247905],"study_design_scores_gemma":[0.000008361129,0.0000029021387,0.00005020966,8.250784e-7,0.000002366437,0.000002808215,0.0000027288693,0.9990024,0.000028832981,0.00085699937,0.00003805573,0.0000035726682],"about_ca_topic_score_codex":0.061181806,"about_ca_topic_score_gemma":0.017352453,"teacher_disagreement_score":0.061181806,"about_ca_system_score_codex":0.0016515589,"about_ca_system_score_gemma":0.0020431643,"threshold_uncertainty_score":0.12165141},"labels":[],"label_agreement":null},{"id":"W2166994484","doi":"10.1061/40492(2000)87","title":"Wind Torsional Effects on High Rise Buildings","year":2000,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Wind engineering; Wind force; Engineering; Building code; Structural engineering; Wind tunnel; Structural load; Civil engineering; Marine engineering; Aerospace engineering; Meteorology","score_opus":0.0034241555048474324,"score_gpt":0.18984748717309727,"score_spread":0.18642333166824984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166994484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678738,0.0005442571,0.007660462,0.00008378669,0.00006931959,0.000015078015,0.0001802209,0.00014443848,0.023428543],"genre_scores_gemma":[0.9983369,0.00013557865,0.00023388835,0.0000065876275,0.000008690345,0.0000016113021,0.000059734855,0.000011934786,0.0012050569],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974245,0.00007868799,0.000006806732,0.00001830403,0.00010038207,0.000053441356],"domain_scores_gemma":[0.999608,0.0001498661,0.000066249355,0.000042131298,0.0000948752,0.00003895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023876264,0.00033009794,0.00022591143,0.00056688354,0.00038780575,0.0005040711,0.00020924151,0.00024603642,0.008791458],"category_scores_gemma":[0.00093561393,0.00015024358,0.00020180264,0.0005716801,0.00038660775,0.0002969169,0.0004920562,0.0002640092,0.0009624693],"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":[0.0018459026,0.00032509892,0.095077604,0.00047208217,0.00007535438,0.0032515118,0.0007699319,0.4794378,0.19261289,0.018958459,0.0043299817,0.20284346],"study_design_scores_gemma":[0.00021574461,0.0031437543,0.47234255,0.00017682421,0.00021229024,0.0030514265,0.0020217593,0.40906504,0.07820125,0.012004591,0.019309903,0.00025480075],"about_ca_topic_score_codex":0.002424875,"about_ca_topic_score_gemma":0.003856684,"teacher_disagreement_score":0.008791458,"about_ca_system_score_codex":0.00025843972,"about_ca_system_score_gemma":0.00014433141,"threshold_uncertainty_score":0.029410303},"labels":[],"label_agreement":null},{"id":"W2167210597","doi":"","title":"Characterization of Sound Emitted by Wind Machines Used For Frost Control","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","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":true,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Aerodynamics; Sound pressure; Acoustics; Infrasound; Annoyance; Noise control; Frost (temperature); Noise (video); Sound energy; Wind speed; Engineering; Wind power; Environmental science; Sound (geography); Meteorology; Aerospace engineering; Noise reduction; Computer science; Electrical engineering; Physics","score_opus":0.005896784956618297,"score_gpt":0.2033518143607879,"score_spread":0.1974550294041696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167210597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935035,0.00043519933,0.0044616265,0.000015999976,0.000016680491,0.000037278587,0.000104666215,0.00003964551,0.0013854065],"genre_scores_gemma":[0.994497,0.00033248583,0.0020440333,0.000026807698,0.000011606941,0.000025865476,0.00030716762,0.00002817824,0.002726841],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966,0.0000236796,0.000011688549,0.000038490107,0.00020993983,0.0000561295],"domain_scores_gemma":[0.99945647,0.00012570828,0.000057732545,0.000023455705,0.000282924,0.00005367508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018588231,0.0003001055,0.00036628844,0.00094417855,0.00054890156,0.00031430158,0.00029087602,0.00047648547,0.0010705456],"category_scores_gemma":[0.00067163777,0.00013208807,0.00019316896,0.0004199054,0.00038402548,0.00028990395,0.00017696773,0.00027411498,0.0002778362],"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":[0.00034733932,0.000043321023,0.006549301,0.000084537896,0.000008195809,0.00028997328,0.00031757014,0.00032905754,0.9790283,0.000043020682,0.00008372849,0.012875693],"study_design_scores_gemma":[0.000032069183,0.0021803207,0.25822085,0.00004707732,0.00005815519,0.0013372013,0.0010406123,0.0044142255,0.7266711,0.0001241315,0.005819633,0.000054699573],"about_ca_topic_score_codex":0.0033395644,"about_ca_topic_score_gemma":0.0050102603,"teacher_disagreement_score":0.0033395644,"about_ca_system_score_codex":0.00020685929,"about_ca_system_score_gemma":0.00018564267,"threshold_uncertainty_score":0.0066402555},"labels":[],"label_agreement":null},{"id":"W2169880469","doi":"10.1002/qj.452","title":"Lagrangian simulation of wind transport in the urban environment","year":2009,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Alberta","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Meteorology; Reynolds number; Mechanics; Geology; Environmental science; Physics; Turbulence","score_opus":0.00998521781931607,"score_gpt":0.2147717826374157,"score_spread":0.20478656481809962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169880469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506734,0.000052460367,0.04035659,0.00014892254,0.00002366291,0.000046753205,0.0003453013,0.00015193192,0.008200933],"genre_scores_gemma":[0.9940507,0.000028497385,0.004503799,0.000012409437,0.0000054455522,0.000022786624,0.00015752668,0.000014890288,0.0012039596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999113,0.00002530984,0.0000043057985,0.000011650506,0.000022238042,0.000025117572],"domain_scores_gemma":[0.9997094,0.0001187089,0.000059461272,0.000021188673,0.000046291265,0.00004494369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026645756,0.00027443506,0.00026320745,0.00037220528,0.00031614894,0.000507172,0.00053566485,0.0005012603,0.0013028751],"category_scores_gemma":[0.0008141932,0.0002292659,0.0002566438,0.00035597442,0.00055788754,0.00034303404,0.00055052474,0.00026164943,0.00016569844],"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":[0.000019802286,0.000020734024,0.0021385239,0.000004533106,0.000005798462,0.00005371948,0.000018662144,0.9952134,0.00041054972,0.0012133785,0.00007956233,0.0008213661],"study_design_scores_gemma":[0.000009604772,0.000010846082,0.0003601149,0.0000010640108,0.000001211504,0.000003257895,0.000010796874,0.9992343,0.00010556935,0.00017876904,0.000082146405,0.00000227663],"about_ca_topic_score_codex":0.017640801,"about_ca_topic_score_gemma":0.010262672,"teacher_disagreement_score":0.017640801,"about_ca_system_score_codex":0.00044892522,"about_ca_system_score_gemma":0.0006314366,"threshold_uncertainty_score":0.03507626},"labels":[],"label_agreement":null},{"id":"W2170083745","doi":"10.1061/(asce)0733-9445(2006)132:6(1006)","title":"Discussion of “Equivalent Static Wind Loads on Buildings: New Model” by Xinzhong Chen and Ahsan Kareem","year":2006,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Chen; Geology","score_opus":0.004175145268388898,"score_gpt":0.19083191194360047,"score_spread":0.18665676667521158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170083745","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043063328,0.0057208254,0.6992151,0.05921046,0.0132860085,0.00010919537,0.0006028199,0.00036906055,0.17842324],"genre_scores_gemma":[0.761619,0.008546468,0.060840048,0.0128215235,0.011573685,0.00025104426,0.0005013399,0.00048950134,0.1433574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996953,0.00013051569,0.000012875295,0.000041689033,0.00009347412,0.0000261798],"domain_scores_gemma":[0.999673,0.00014041332,0.000018930074,0.000035912897,0.00011140389,0.000020351892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055902207,0.0009057356,0.0008581876,0.0005049151,0.0008707635,0.0011713627,0.0020788596,0.0024830867,0.0076134317],"category_scores_gemma":[0.0017808701,0.00034127163,0.0013419535,0.00068972097,0.0009589289,0.0030496002,0.001155417,0.0019621984,0.0012137948],"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":[0.000049713115,0.000068599715,0.00044233247,0.00018785257,0.000044801007,0.000849052,0.00028680274,0.17914006,0.0015847749,0.75845265,0.041799985,0.017093254],"study_design_scores_gemma":[0.000024366194,0.00004127749,0.0005584916,0.00005939272,0.000038362774,0.00031500176,0.00021576621,0.4627227,0.00079144846,0.46704978,0.068144165,0.000039359922],"about_ca_topic_score_codex":0.0034758814,"about_ca_topic_score_gemma":0.0027538666,"teacher_disagreement_score":0.0076134317,"about_ca_system_score_codex":0.00068569486,"about_ca_system_score_gemma":0.0004309868,"threshold_uncertainty_score":0.025469422},"labels":[],"label_agreement":null},{"id":"W2171960172","doi":"10.1680/wama.2014.167.8.486","title":"Erratum: Particle-tracking model of outfall plumes in a tidal channel","year":2014,"lang":"en","type":"erratum","venue":"Proceedings of the Institution of Civil Engineers - Water Management","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Outfall; Tracking (education); Channel (broadcasting); Particle (ecology); Environmental science; Plume; Marine engineering; Oceanography; Meteorology; Geology; Mechanics; Computer science; Physics; Engineering; Telecommunications; Psychology; Environmental engineering","score_opus":0.011197947950816096,"score_gpt":0.1939002475968809,"score_spread":0.1827022996460648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171960172","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":[0.040253446,0.002756577,0.088783115,0.09503203,0.6864265,0.00040671142,0.030735588,0.005170401,0.050435625],"genre_scores_gemma":[0.2735414,0.0042656427,0.0882638,0.014625319,0.024642872,0.0004619439,0.030450279,0.004521304,0.5592274],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947006,0.00006769094,0.00007009598,0.000084438274,0.00027151647,0.000036195153],"domain_scores_gemma":[0.9957645,0.0011671697,0.00018434665,0.00025082237,0.0024217388,0.00021144115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009791665,0.0011586397,0.0011585966,0.0009370713,0.0019374294,0.0019961095,0.0021310262,0.004719048,0.033355486],"category_scores_gemma":[0.011480518,0.0006440001,0.001029828,0.0011775739,0.0008053051,0.0018873619,0.0011408471,0.0019734437,0.008723112],"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":[0.0002606696,0.00005338327,0.0015229903,0.00018431013,0.000040072046,0.001392315,0.000059189613,0.050989456,0.0007582707,0.004691599,0.92180884,0.018238919],"study_design_scores_gemma":[0.00067373336,0.00029112052,0.008282492,0.0006497918,0.00022714563,0.0012773124,0.00052277616,0.40719384,0.006355675,0.017792119,0.55630374,0.00043020642],"about_ca_topic_score_codex":0.033546973,"about_ca_topic_score_gemma":0.030887317,"teacher_disagreement_score":0.033546973,"about_ca_system_score_codex":0.001724982,"about_ca_system_score_gemma":0.0027647454,"threshold_uncertainty_score":0.1115852},"labels":[],"label_agreement":null},{"id":"W2176871732","doi":"10.1175/jamc-d-15-0060.1","title":"Diurnal Course of Carbon Dioxide Mixing Ratios in the Urban Boundary Layer in Response to Surface Emissions","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Advection; Entrainment (biomusicology); Environmental science; Eddy covariance; Atmospheric sciences; Boundary layer; Mixing ratio; Diurnal cycle; Planetary boundary layer; Greenhouse gas; Flux (metallurgy); Turbulence; Convective Boundary Layer; Mixing (physics); Stratification (seeds); Meteorology; Mechanics; Geology; Materials science; Physics; Thermodynamics","score_opus":0.009738126982043653,"score_gpt":0.24779397246091836,"score_spread":0.2380558454788747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176871732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808985,0.00002716018,0.00023534415,0.0000118621,0.0000031391237,0.000004440201,0.0009183589,0.00005577166,0.0006541279],"genre_scores_gemma":[0.9983981,0.00001509542,0.00016040336,0.0000041666294,0.0000012039176,0.0000056589906,0.0011396302,0.000008105866,0.00026763423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99993217,0.0000061858195,0.000002172299,0.000022487475,0.000020280162,0.000016720916],"domain_scores_gemma":[0.99983025,0.00003325583,0.000023123046,0.000017465429,0.000054438566,0.000041361985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008644967,0.00021169352,0.00020918026,0.00035864036,0.00026319138,0.0003844874,0.00017573635,0.00017921993,0.0007355059],"category_scores_gemma":[0.00029229294,0.00015239908,0.00012640006,0.000362503,0.000121557874,0.000082491104,0.00016494493,0.00016457982,0.00018663461],"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":[0.00089388614,0.00013984025,0.8214689,0.000084138,0.00017740238,0.0002113328,0.00056132436,0.019779922,0.13402767,0.00014808183,0.0023624583,0.02014505],"study_design_scores_gemma":[0.0000058746823,0.000018870489,0.9804791,0.0000034766265,0.00000712672,0.000016104483,0.00009730288,0.014955981,0.003977863,0.000018711322,0.00041216725,0.000007532142],"about_ca_topic_score_codex":0.108924195,"about_ca_topic_score_gemma":0.1544943,"teacher_disagreement_score":0.108924195,"about_ca_system_score_codex":0.0004931533,"about_ca_system_score_gemma":0.0002568401,"threshold_uncertainty_score":0.21658039},"labels":[],"label_agreement":null},{"id":"W2180539980","doi":"10.1051/e3sconf/20150503001","title":"Hybrid turbulence models for atmospheric flow: A proper comparison with RANS models","year":2015,"lang":"en","type":"article","venue":"E3S Web of Conferences","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Planetary boundary layer; Detached eddy simulation; Large eddy simulation; Mechanics; Flow (mathematics); Meteorology; Boundary layer; Turbulence modeling; Environmental science; Physics","score_opus":0.04417417105838796,"score_gpt":0.24001292777133837,"score_spread":0.19583875671295042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180539980","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":[0.09755089,0.01624474,0.85671616,0.0014936121,0.0008223473,0.0002506203,0.0014877338,0.003916411,0.02151754],"genre_scores_gemma":[0.73212546,0.012150698,0.24345188,0.0002596907,0.0008078683,0.00040237623,0.0016338541,0.0011940396,0.007974188],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943835,0.00015955599,0.00003789285,0.000061922445,0.00027240344,0.00002988933],"domain_scores_gemma":[0.99926025,0.00035543038,0.00007665393,0.000120699064,0.00015656531,0.00003047193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010833647,0.0010122432,0.00075243984,0.00087737833,0.000242334,0.0013114173,0.0012879652,0.0010848447,0.00326058],"category_scores_gemma":[0.0021049269,0.0003202018,0.00071794254,0.0007334177,0.000365207,0.0020155704,0.0008781278,0.00091765926,0.0010640864],"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":[0.00049574755,0.00030692187,0.004616556,0.0006520606,0.00019698516,0.0002614165,0.0002146991,0.7401966,0.01451765,0.05282807,0.0053124432,0.18040085],"study_design_scores_gemma":[0.000022661874,0.0001270493,0.0010940516,0.000057825597,0.000018866389,0.00005254271,0.000031229545,0.9855359,0.00124573,0.004924959,0.0068584215,0.000030607407],"about_ca_topic_score_codex":0.0019788821,"about_ca_topic_score_gemma":0.0010985982,"teacher_disagreement_score":0.00326058,"about_ca_system_score_codex":0.00040156583,"about_ca_system_score_gemma":0.0002539023,"threshold_uncertainty_score":0.01090771},"labels":[],"label_agreement":null},{"id":"W2182126702","doi":"","title":"Revisiting the Durst gust factor curve 1","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Statistics; Term (time); Wind speed; Factor (programming language); Meteorology; Geography; Computer science","score_opus":0.015218414508612114,"score_gpt":0.17421389560893896,"score_spread":0.15899548110032685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182126702","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":[0.3398988,0.007028359,0.48834622,0.0039820797,0.0019312797,0.00034566844,0.005761004,0.004813602,0.14789301],"genre_scores_gemma":[0.8835454,0.0031999247,0.092000276,0.0007287142,0.0003717999,0.00011328274,0.0045796805,0.00247355,0.012987361],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973533,0.0002331115,0.00014826967,0.00037972713,0.0016996999,0.00018586635],"domain_scores_gemma":[0.9905372,0.0027195746,0.00060910004,0.0015434286,0.004423952,0.00016682419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032344884,0.0010674126,0.0005969956,0.0035589256,0.0008467633,0.0029716613,0.0013368541,0.0010790902,0.004645174],"category_scores_gemma":[0.01907713,0.00039308422,0.0010074107,0.0032442452,0.0011405102,0.00434834,0.0014729383,0.00214052,0.0016239926],"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":[0.0004423463,0.00011485923,0.076285824,0.0006349209,0.0001303098,0.00063173845,0.001982795,0.085401736,0.009484508,0.08899995,0.050533388,0.6853577],"study_design_scores_gemma":[0.00006364508,0.00060069264,0.14644726,0.0008599175,0.00009624226,0.0016582777,0.0018522895,0.40424618,0.025386583,0.07922203,0.338975,0.0005917682],"about_ca_topic_score_codex":0.02537838,"about_ca_topic_score_gemma":0.017678581,"teacher_disagreement_score":0.02537838,"about_ca_system_score_codex":0.0022090257,"about_ca_system_score_gemma":0.0017191283,"threshold_uncertainty_score":0.050461292},"labels":[],"label_agreement":null},{"id":"W2187005459","doi":"10.15623/ijret.2015.0413007","title":"REVIEW OF METHODS AND TECHNIQUES FOR THE ASSESMENT OF WINDS AT PEDESTRIAN LEVEL","year":2015,"lang":"en","type":"article","venue":"International Journal of Research in Engineering and Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Environmental science; Engineering; Aerospace engineering; Meteorology; Computer science; Transport engineering; Geography","score_opus":0.11730769843881897,"score_gpt":0.45004291895216036,"score_spread":0.33273522051334137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187005459","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":[0.0008693865,0.97362465,0.02089932,0.0003727873,0.00086083595,0.0001325222,0.00031696848,0.000098430115,0.0028250339],"genre_scores_gemma":[0.0035738624,0.94965917,0.04262777,0.00039276623,0.0005272264,0.00028584054,0.00047670977,0.00005275103,0.0024039748],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748164,0.00045529808,0.0004452918,0.00044376054,0.0010987936,0.000075126794],"domain_scores_gemma":[0.99551314,0.0021320994,0.00050480297,0.0002514111,0.0015026744,0.00009578503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029651849,0.0013919371,0.0020773574,0.00804267,0.00070940534,0.0015331636,0.0028230129,0.0015730177,0.00439768],"category_scores_gemma":[0.00513482,0.00087930413,0.0014513507,0.005573135,0.0012294381,0.0023634308,0.0007929769,0.001576546,0.0046132472],"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":[0.000106401974,0.00013615913,0.00075586454,0.026229365,0.00012870895,0.00024072843,0.00012707898,0.0004861211,0.008891202,0.002577632,0.012249175,0.94807166],"study_design_scores_gemma":[0.00002731878,0.0005572125,0.0070961784,0.013873028,0.0005098827,0.0041545797,0.00029526438,0.0011127507,0.016698707,0.0041335467,0.95131403,0.00022741707],"about_ca_topic_score_codex":0.0033903762,"about_ca_topic_score_gemma":0.0034950916,"teacher_disagreement_score":0.00804267,"about_ca_system_score_codex":0.00089945714,"about_ca_system_score_gemma":0.0021270057,"threshold_uncertainty_score":0.015681565},"labels":[],"label_agreement":null},{"id":"W2194347879","doi":"10.1115/omae2015-42401","title":"An Experimental Investigation of the Noise Sources Associated With Submerged High Flow Acoustic Measurements","year":2015,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wake; Acoustics; Wind tunnel; Turbulence; Noise (video); Aeroacoustics; Flow (mathematics); Broadband; Sound pressure; Pressure measurement; Materials science; Mean flow; Mechanics; Physics; Optics; Meteorology; Computer science","score_opus":0.03354714466640616,"score_gpt":0.21977299924258487,"score_spread":0.1862258545761787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2194347879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98595065,0.000050169085,0.013429849,0.000013631955,0.000017130245,0.000047417125,0.00006952944,0.00006816869,0.0003534247],"genre_scores_gemma":[0.9881493,0.000062148596,0.010782641,0.000015877957,0.000013054985,0.000060801394,0.00007589043,0.000028753979,0.0008114588],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999398,0.00009165254,0.000025744026,0.00013816768,0.0002734231,0.000072995856],"domain_scores_gemma":[0.9984276,0.0007427464,0.00018780993,0.0001701521,0.0003606817,0.00011100066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070747,0.000639327,0.0005764856,0.00026126206,0.0004127393,0.00029140894,0.0005407412,0.0005110696,0.00212194],"category_scores_gemma":[0.0016721931,0.0003665352,0.00025940125,0.00021995905,0.0005773883,0.00037014694,0.00057272613,0.00044386004,0.00025994543],"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":[0.00034516465,0.000082749015,0.0015172109,0.00005503753,0.0000052364117,0.00014802256,0.00013021402,0.0006104431,0.9937198,0.000052976447,0.000022235667,0.003310883],"study_design_scores_gemma":[0.000049132545,0.00666203,0.02493181,0.000020708045,0.000045478628,0.00034793405,0.00017371355,0.008091168,0.95892406,0.000110016466,0.00061640976,0.000027455162],"about_ca_topic_score_codex":0.00041349404,"about_ca_topic_score_gemma":0.00083527097,"teacher_disagreement_score":0.00212194,"about_ca_system_score_codex":0.0002138227,"about_ca_system_score_gemma":0.00025253152,"threshold_uncertainty_score":0.0070985556},"labels":[],"label_agreement":null},{"id":"W2208184699","doi":"10.1063/1.4935112","title":"Large-eddy simulation of turbulent flow and dispersion over a matrix of wall-mounted cubes","year":2015,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"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":"Turbulence; Physics; Large eddy simulation; Mechanics; Scalar (mathematics); Turbulence kinetic energy; Plume; K-epsilon turbulence model; Context (archaeology); Direct numerical simulation; Flow (mathematics); Boundary layer; Meteorology; Reynolds number; Geometry; Geology","score_opus":0.013721490857713127,"score_gpt":0.26892393524158725,"score_spread":0.2552024443838741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208184699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99261755,0.0000311448,0.0054237205,0.000042307183,0.000011565941,0.000019931642,0.00017666112,0.000072739684,0.0016043494],"genre_scores_gemma":[0.996227,0.000027957263,0.0030250957,0.000007496382,0.000002647901,0.000016793574,0.00015735826,0.000009836804,0.00052584853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999149,0.000017241267,0.0000053898334,0.000014791887,0.000020752776,0.000027002961],"domain_scores_gemma":[0.99948955,0.00026582478,0.00007373617,0.000028046705,0.000058474427,0.000084274594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002681247,0.0005329291,0.00045855824,0.00030566932,0.0004953626,0.00070176536,0.0005682755,0.00074616086,0.00074802514],"category_scores_gemma":[0.0006098147,0.00019863065,0.0004424164,0.00041534725,0.0006591512,0.00035913973,0.0004118522,0.0004776198,0.000068877984],"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":[0.00008375182,0.00007757523,0.0023002338,0.00001257275,0.000013444182,0.00009037733,0.00002666898,0.9927638,0.003347824,0.000510921,0.00006404643,0.00070884323],"study_design_scores_gemma":[0.000014129517,0.00004057089,0.000749593,0.0000015155499,0.0000023985187,0.0000057766415,0.000020419711,0.9983358,0.0007228609,0.000059197508,0.000043603195,0.0000041824246],"about_ca_topic_score_codex":0.02304239,"about_ca_topic_score_gemma":0.010923533,"teacher_disagreement_score":0.02304239,"about_ca_system_score_codex":0.0006504829,"about_ca_system_score_gemma":0.00091561204,"threshold_uncertainty_score":0.04581654},"labels":[],"label_agreement":null},{"id":"W2219525229","doi":"10.1080/14733315.2004.11683908","title":"Zonal Models for Indoor Air Flow - A Critical Review","year":2004,"lang":"en","type":"review","venue":"International Journal of Ventilation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Flow (mathematics); Mechanics; Airflow; Power law; Natural convection; Thermal; Convection; Environmental science; Meteorology; Thermodynamics; Physics; Mathematics","score_opus":0.05946830263001429,"score_gpt":0.3631667890877695,"score_spread":0.3036984864577552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219525229","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":[0.00024208518,0.99370724,0.0032688205,0.00020955343,0.00028900948,0.0000178381,0.00004420563,0.0000305439,0.0021906658],"genre_scores_gemma":[0.002280948,0.9939873,0.0024601147,0.00006692746,0.00017233689,0.000026300237,0.00007550535,0.000010256594,0.00092035497],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996201,0.00007252201,0.000046049805,0.00006615659,0.00017464216,0.00002050063],"domain_scores_gemma":[0.9992273,0.00037589003,0.000070754046,0.000038568483,0.00026314906,0.000024394578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011238251,0.0013068726,0.0021012633,0.0025185642,0.00037220473,0.0015200105,0.0026657446,0.0013907122,0.0055048396],"category_scores_gemma":[0.0015857031,0.0006929345,0.0009808765,0.0034700474,0.0006864056,0.0026040967,0.0007705865,0.0014023908,0.0040435237],"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":[0.00005584959,0.00010317582,0.00045142448,0.01827643,0.00009431556,0.00023786233,0.00012107609,0.010538828,0.001506804,0.025995394,0.025736755,0.91688204],"study_design_scores_gemma":[0.000016988677,0.0001119113,0.0010596792,0.0054064207,0.00013293205,0.0007795539,0.00010050644,0.0044705095,0.0010733587,0.009763331,0.9770188,0.0000660913],"about_ca_topic_score_codex":0.005330071,"about_ca_topic_score_gemma":0.0035241116,"teacher_disagreement_score":0.0055048396,"about_ca_system_score_codex":0.0010272729,"about_ca_system_score_gemma":0.0017729637,"threshold_uncertainty_score":0.01841557},"labels":[],"label_agreement":null},{"id":"W2227991082","doi":"10.17831/rep:arcc%y346","title":"Sustainability vs. Performance: Impact of reducing thickness of brick in veneer walls","year":2014,"lang":"en","type":"article","venue":"ARCC Conference Repository (Architectural Research Centers Consortium)","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Brick; Veneer; Materials science; Absorption of water; Mortar; Composite material; Penetration (warfare); Geotechnical engineering; Environmental science; Geology; Engineering","score_opus":0.022216619589853725,"score_gpt":0.30680400228889504,"score_spread":0.2845873826990413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227991082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978865,0.00029869273,0.0006647467,0.000019181116,0.000011450313,0.0000119122,0.000030808507,0.0000163449,0.0010603607],"genre_scores_gemma":[0.9969798,0.00018891599,0.0017680643,0.000017406057,0.000005484711,0.0000073267797,0.000059909406,0.000014403508,0.0009586927],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996623,0.0000618551,0.00001702289,0.00004890053,0.00015582077,0.000054102456],"domain_scores_gemma":[0.999223,0.00021923287,0.00025249578,0.00005889486,0.00015488548,0.00009152103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003883087,0.00048375243,0.0002797753,0.00042731583,0.00028686036,0.00068418996,0.0003514929,0.00039217673,0.0020634513],"category_scores_gemma":[0.0009778925,0.00016693475,0.00028049055,0.00033837487,0.00027109103,0.0006004434,0.00033676717,0.00045005637,0.00028655503],"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":[0.00082197913,0.0004871821,0.010728909,0.00041287267,0.000061029594,0.00031479658,0.00019426746,0.007886049,0.9538114,0.00022308565,0.000099862315,0.0249585],"study_design_scores_gemma":[0.000042762917,0.011526059,0.18274704,0.00011271966,0.0002903857,0.0006475999,0.0011447667,0.0053315884,0.79285365,0.000310651,0.0049352814,0.000057582496],"about_ca_topic_score_codex":0.0014795027,"about_ca_topic_score_gemma":0.004009798,"teacher_disagreement_score":0.0020634513,"about_ca_system_score_codex":0.00023120646,"about_ca_system_score_gemma":0.00019356002,"threshold_uncertainty_score":0.006902933},"labels":[],"label_agreement":null},{"id":"W2232328138","doi":"10.1002/cjce.22424","title":"Failure recognition of the diesel particulate filter based on catastrophe theory","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Cusp (singularity); Diesel particulate filter; Catastrophe theory; Filter (signal processing); Catastrophic failure; Computer science; Diesel fuel; Engineering; Mathematics; Materials science; Geotechnical engineering; Computer vision; Geometry; Automotive engineering","score_opus":0.011151983542055663,"score_gpt":0.16861291221978644,"score_spread":0.1574609286777308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232328138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62558615,0.00016762622,0.3698466,0.0000942795,0.00002645177,0.000070229486,0.00010093553,0.0005604426,0.0035472955],"genre_scores_gemma":[0.99186134,0.00003001064,0.0076370602,0.000005759669,0.0000036325328,0.000010381117,0.00004113156,0.000005592827,0.00040499147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967885,0.00003105683,0.000019091813,0.000067950175,0.00016357473,0.000039506074],"domain_scores_gemma":[0.9995245,0.0001537022,0.00008130222,0.00005707645,0.00015152924,0.000031923933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033553192,0.00042593168,0.00042140836,0.0013141425,0.000286109,0.00039415134,0.00046274936,0.00048269215,0.0010799016],"category_scores_gemma":[0.0009777211,0.00016354561,0.00070209545,0.00020740161,0.0006865256,0.0006346506,0.00031609496,0.0003224869,0.00012114627],"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":[0.00036408004,0.00011524511,0.042342108,0.00038001486,0.00013591735,0.0021901133,0.000817786,0.5418529,0.26368734,0.032588232,0.0016586682,0.113867596],"study_design_scores_gemma":[0.000008268425,0.00010953345,0.012462246,0.0000083229015,0.000018943514,0.00039231312,0.00007528139,0.96495324,0.016760672,0.004798392,0.00036810327,0.000044708402],"about_ca_topic_score_codex":0.0032807307,"about_ca_topic_score_gemma":0.0014114663,"teacher_disagreement_score":0.0032807307,"about_ca_system_score_codex":0.00047345337,"about_ca_system_score_gemma":0.00029349286,"threshold_uncertainty_score":0.0065232515},"labels":[],"label_agreement":null},{"id":"W2232655754","doi":"10.1139/cjce-2015-0158","title":"Estimating fatigue design load for overhead steel sign support structures under truck-induced wind pressure","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"Ministère des Transports","keywords":"Truck; Structural engineering; Range (aeronautics); Reliability (semiconductor); Engineering; Wind engineering; Overhead (engineering); Bridge (graph theory); Lateral earth pressure; Stress (linguistics); Marine engineering; Automotive engineering; Aerospace engineering","score_opus":0.0227585952954862,"score_gpt":0.21932738551970773,"score_spread":0.19656879022422152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232655754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99191415,0.000018134659,0.006792026,0.0000052722344,0.0000021885871,0.000023417018,0.00014197297,0.00006705414,0.00103572],"genre_scores_gemma":[0.99756974,0.00001386982,0.0020942334,0.0000013702265,6.364262e-7,0.000010356036,0.00014334757,0.0000056686845,0.00016072489],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996025,0.000035625435,0.000020538135,0.00006428572,0.00023224454,0.00004485205],"domain_scores_gemma":[0.9994042,0.00017197778,0.00007064985,0.000055693148,0.00026581727,0.000031659427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896776,0.00042802418,0.0001972044,0.0010688326,0.0003365709,0.00026763589,0.0005014445,0.00043126548,0.00087328156],"category_scores_gemma":[0.0014449952,0.00024376615,0.00023218265,0.00039284726,0.00019992479,0.00040552334,0.00026218407,0.0002470206,0.00026565217],"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":[0.000795675,0.00042081228,0.24813512,0.00025755234,0.000039729224,0.0003526435,0.00068873056,0.35094678,0.21532643,0.00056406815,0.00088545145,0.18158697],"study_design_scores_gemma":[0.000033039778,0.0011989153,0.33096415,0.000018271583,0.000041880983,0.00009458425,0.0003736824,0.6016662,0.06472042,0.00023087942,0.0006111774,0.00004679859],"about_ca_topic_score_codex":0.012664305,"about_ca_topic_score_gemma":0.027702333,"teacher_disagreement_score":0.012664305,"about_ca_system_score_codex":0.0006001845,"about_ca_system_score_gemma":0.0004895273,"threshold_uncertainty_score":0.025181234},"labels":[],"label_agreement":null},{"id":"W2233200239","doi":"10.71781/15685","title":"Évaluation de la modélisation et des prévisions de la vitesse du vent menant à l'estimation de la production d'énergie annuelle d'une turbine éolienne","year":2015,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Physics; Art; Geography","score_opus":0.03369185105307785,"score_gpt":0.33375677672806364,"score_spread":0.30006492567498577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233200239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7760761,0.00085410173,0.21122697,0.0005040363,0.00016899066,0.00019584871,0.0013911601,0.0026696117,0.0069131656],"genre_scores_gemma":[0.9504979,0.00030641476,0.043806247,0.00006527805,0.000017133752,0.00013758648,0.0012556243,0.00015026191,0.0037635854],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993212,0.00016456169,0.000047215835,0.00021823513,0.00016467033,0.000084220315],"domain_scores_gemma":[0.99784553,0.0012538399,0.00012897866,0.00018108494,0.00051150547,0.00007905885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019456752,0.0014882322,0.0009098809,0.0005590064,0.0004188438,0.0016598736,0.0012183313,0.0015903512,0.0021822054],"category_scores_gemma":[0.00440766,0.0007556511,0.0015575805,0.0004227923,0.0004664844,0.0011463009,0.0006551875,0.0014823469,0.00045371545],"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":[0.00019886647,0.000095410534,0.0068462854,0.00011839985,0.00007747395,0.000054039494,0.00006138627,0.9697509,0.006410358,0.00029199856,0.00027280563,0.015822014],"study_design_scores_gemma":[0.000014792425,0.000108459004,0.0024178445,0.0000154296,0.000024003219,0.000011488403,0.000030699237,0.99211085,0.0046376484,0.000119328695,0.0004958369,0.000013611223],"about_ca_topic_score_codex":0.046547435,"about_ca_topic_score_gemma":0.031308293,"teacher_disagreement_score":0.046547435,"about_ca_system_score_codex":0.0009896006,"about_ca_system_score_gemma":0.0018160639,"threshold_uncertainty_score":0.09255302},"labels":[],"label_agreement":null},{"id":"W2236014489","doi":"10.1016/j.egypro.2015.11.274","title":"The Spell Definition in ISO-15927 and its Impact on the Rain Deposition on the Building Facade","year":2015,"lang":"en","type":"article","venue":"Energy Procedia","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Spell; Facade; Environmental science; Meteorology; Building envelope; Rainwater harvesting; Statistics; Computer science; Mathematics; Civil engineering; Engineering; Geography","score_opus":0.023477339904762123,"score_gpt":0.23818748209469276,"score_spread":0.21471014218993065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236014489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79764915,0.003796227,0.10239013,0.0004688057,0.0007274943,0.0006172439,0.054982223,0.0032491018,0.0361196],"genre_scores_gemma":[0.84881675,0.0013433745,0.05188846,0.00017745198,0.00014976553,0.00042337948,0.0923475,0.0008218414,0.004031515],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963374,0.0002880062,0.0006284326,0.00055393175,0.001839867,0.00035235577],"domain_scores_gemma":[0.9949699,0.0009427495,0.00110266,0.0007494996,0.0021054382,0.00012973757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019397967,0.0009310198,0.0006740331,0.0024209805,0.0007718414,0.0018579403,0.00075519615,0.00082138786,0.001349602],"category_scores_gemma":[0.0046246685,0.00023982357,0.0009217208,0.0038596785,0.00063408614,0.0009824506,0.0007778268,0.00056662154,0.0009695843],"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":[0.0010821745,0.00033848264,0.45709985,0.003555625,0.0003153513,0.0014405583,0.0024583815,0.06972168,0.058512095,0.008099989,0.06253655,0.3348392],"study_design_scores_gemma":[0.00005364285,0.00026909128,0.8066206,0.0005436804,0.00015696524,0.0011577859,0.0020737688,0.036154386,0.025566438,0.002147656,0.12503386,0.00022215479],"about_ca_topic_score_codex":0.044252414,"about_ca_topic_score_gemma":0.059995312,"teacher_disagreement_score":0.044252414,"about_ca_system_score_codex":0.001284159,"about_ca_system_score_gemma":0.0014469988,"threshold_uncertainty_score":0.08798969},"labels":[],"label_agreement":null},{"id":"W2238330237","doi":"","title":"CFD Based Design and Analysis of Building Mounted Wind Turbine with Diffuser Shaped Shroud","year":2015,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University","keywords":"Shroud; Diffuser (optics); Turbine; Marine engineering; Wind power; Computational fluid dynamics; Renewable energy; Engineering; Mechanical engineering; Aerospace engineering; Electrical engineering","score_opus":0.022875085026497377,"score_gpt":0.2694732962488992,"score_spread":0.24659821122240183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238330237","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71152824,0.0008654013,0.22963302,0.00038458005,0.00016697081,0.00035560413,0.00084761553,0.0010096149,0.0552089],"genre_scores_gemma":[0.9632223,0.00032784345,0.027819742,0.000029109087,0.00001239569,0.00015824985,0.00027549485,0.000064455686,0.008090369],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998951,0.000017796545,0.000005280583,0.000016232396,0.000047956495,0.000017654378],"domain_scores_gemma":[0.9998729,0.00004190541,0.000019916128,0.000013465393,0.000040935105,0.000010949844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018784415,0.00039696705,0.00061835,0.00027155614,0.00041798645,0.0007642257,0.00058307615,0.00082392845,0.003218321],"category_scores_gemma":[0.000322601,0.00033399032,0.00071314874,0.00020422145,0.00033242072,0.00024241119,0.0002618468,0.0003419363,0.00058306614],"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":[0.0000540903,0.00003890394,0.0012952716,0.0001379955,0.000012438206,0.00027455596,0.000065161905,0.968934,0.02100443,0.0016866297,0.0004891676,0.0060073547],"study_design_scores_gemma":[0.000011771696,0.000083580686,0.0010083702,0.000011071347,0.0000086754935,0.00003830747,0.000038240087,0.99344504,0.0037971535,0.0001939569,0.0013548067,0.000009032638],"about_ca_topic_score_codex":0.0052731563,"about_ca_topic_score_gemma":0.0037461624,"teacher_disagreement_score":0.0052731563,"about_ca_system_score_codex":0.00044735594,"about_ca_system_score_gemma":0.0009292118,"threshold_uncertainty_score":0.010766387},"labels":[],"label_agreement":null},{"id":"W2260514781","doi":"10.1016/j.jweia.2016.01.003","title":"Application of statistical models to predict roof edge suctions based on wind speed","year":2016,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gumbel distribution; Roof; Extreme value theory; Wind engineering; Structural engineering; Generalized extreme value distribution; Gaussian; Mathematics; Engineering; Statistics; Physics","score_opus":0.014780992012371673,"score_gpt":0.20570257752755183,"score_spread":0.19092158551518015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260514781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7564622,0.00022977701,0.24039301,0.00015863166,0.00006848745,0.00003691743,0.00026378455,0.0008923495,0.0014948767],"genre_scores_gemma":[0.99407935,0.000058829148,0.0054522185,0.0000075790567,0.000015286712,0.000019108884,0.00010233874,0.000027350607,0.0002380121],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997743,0.00006601628,0.000019179906,0.00003824637,0.00007367627,0.00002859755],"domain_scores_gemma":[0.99739254,0.0017210688,0.00027251398,0.00014770616,0.00041433796,0.000051817216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009064677,0.00056106335,0.0006713284,0.0007910161,0.00044293507,0.0007368574,0.0005781168,0.0006702755,0.00039628267],"category_scores_gemma":[0.00359109,0.00057870586,0.0007013709,0.00064125715,0.0003092106,0.000770595,0.00031170546,0.00055522955,0.00018554763],"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":[0.000026779684,0.000040756215,0.005428216,0.000009571356,0.000024978723,0.000014218501,0.000009551168,0.9862786,0.00093085953,0.0004058492,0.00010359536,0.006727214],"study_design_scores_gemma":[9.3825304e-7,0.000005527714,0.00062270137,5.003968e-7,0.0000017857187,0.0000016225047,0.0000013299513,0.99907315,0.00018379286,0.000095798736,0.000010776331,0.0000021215058],"about_ca_topic_score_codex":0.009738422,"about_ca_topic_score_gemma":0.008305003,"teacher_disagreement_score":0.009738422,"about_ca_system_score_codex":0.0005049921,"about_ca_system_score_gemma":0.0008051382,"threshold_uncertainty_score":0.019363463},"labels":[],"label_agreement":null},{"id":"W2267327883","doi":"10.14288/1.0066572","title":"Ceilometer observations of Vancouver's urban boundary layer : validation and mixed-layer height estimation","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ceilometer; Layer (electronics); Boundary layer; Mixed layer; Environmental science; Estimation; Meteorology; Geography; Remote sensing; Lidar; Materials science; Physics; Engineering","score_opus":0.015886477100778923,"score_gpt":0.17391160766759764,"score_spread":0.15802513056681872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267327883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98921984,0.00009658418,0.0058296234,0.000023702902,0.000013520043,0.000129777,0.0021443719,0.00027484744,0.002267633],"genre_scores_gemma":[0.98393005,0.00006713749,0.011712615,0.00002372189,0.000003195009,0.00010104979,0.0031713657,0.000040631527,0.0009502037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994649,0.00006061852,0.000027027772,0.000086673674,0.000276936,0.00008390739],"domain_scores_gemma":[0.9986174,0.000117656775,0.000060082366,0.00011216999,0.0009771523,0.00011551441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008106218,0.00055348536,0.00035779105,0.0011401306,0.0006535333,0.0007937026,0.0008823495,0.00038550992,0.0005820595],"category_scores_gemma":[0.0015834798,0.00027687606,0.00018962754,0.00095935515,0.00015046752,0.00023622297,0.00062112336,0.00036715157,0.00030838512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001093336,0.00047603896,0.7348661,0.00025397885,0.00015924427,0.00049003743,0.0008798948,0.042630445,0.09402539,0.00027353255,0.0025257152,0.12232644],"study_design_scores_gemma":[0.00015690635,0.00012803196,0.80335367,0.000050492396,0.000037991038,0.00007925378,0.0004940598,0.16235735,0.030037515,0.00007267633,0.0031742763,0.000057747504],"about_ca_topic_score_codex":0.25304574,"about_ca_topic_score_gemma":0.36446825,"teacher_disagreement_score":0.74695426,"about_ca_system_score_codex":0.0009521546,"about_ca_system_score_gemma":0.0013652178,"threshold_uncertainty_score":0.5031457},"labels":[],"label_agreement":null},{"id":"W2267630749","doi":"","title":"풍하중을 받는 고층건물의 진동 가속도 응답-각국의 하중기준과 풍동실험 비교-","year":2004,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 구조계","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind tunnel; Meteorology; Environmental science; Wind force; Structural engineering; Geography; Engineering; Aerospace engineering","score_opus":0.009787558468917781,"score_gpt":0.21448090124349453,"score_spread":0.20469334277457674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267630749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47267509,0.0010086806,0.32766074,0.0005867875,0.00049969845,0.0002930164,0.002371832,0.0014385965,0.19346564],"genre_scores_gemma":[0.89661795,0.00044055443,0.051292002,0.00007318421,0.000051089202,0.00011624006,0.0013309303,0.00008934681,0.049988657],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982977,0.000015248828,0.000007699072,0.0000165127,0.00011180391,0.00001895154],"domain_scores_gemma":[0.99977857,0.000040786053,0.000026852937,0.00002909987,0.0001094652,0.000015355803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001891773,0.00015399746,0.000105620755,0.00016897662,0.00031092364,0.0003022948,0.00022182526,0.00017777598,0.012309091],"category_scores_gemma":[0.00046707908,0.00007705141,0.00012335011,0.00024181955,0.00022149937,0.00033811334,0.00018892837,0.00016340174,0.003018394],"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":[0.00036322125,0.00019110394,0.03223883,0.00078141387,0.00002397967,0.00035207567,0.0003774099,0.04265949,0.18957509,0.050820123,0.028342573,0.65427464],"study_design_scores_gemma":[0.0000465952,0.0010894916,0.21995533,0.0001303853,0.00004872603,0.0014205666,0.00064401684,0.1211271,0.21569577,0.03294622,0.40675455,0.00014127085],"about_ca_topic_score_codex":0.0020922816,"about_ca_topic_score_gemma":0.0063668573,"teacher_disagreement_score":0.012309091,"about_ca_system_score_codex":0.0002435257,"about_ca_system_score_gemma":0.0002952123,"threshold_uncertainty_score":0.041178048},"labels":[],"label_agreement":null},{"id":"W2267940622","doi":"","title":"Développement de courbes de fragilité des bâtiments existants par la méthode des éléments appliqués","year":2009,"lang":"fr","type":"article","venue":"Espace ÉTS (ETS)","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":"École de Technologie Supérieure","funders":"","keywords":"Political science; Humanities; Physics; Art","score_opus":0.0245365947160258,"score_gpt":0.28031427530827246,"score_spread":0.25577768059224665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267940622","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":[0.21009332,0.00076476,0.78239393,0.00010595736,0.00010982458,0.00014282794,0.00013405984,0.00084995653,0.005405374],"genre_scores_gemma":[0.6710424,0.0010479692,0.31576467,0.00004505706,0.000045361925,0.00042534876,0.0002030504,0.00032998493,0.011096173],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990747,0.00024123308,0.000031482366,0.00021338482,0.00037515583,0.000064095286],"domain_scores_gemma":[0.99727136,0.001957348,0.00012440427,0.00015464918,0.00044871832,0.000043631913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013885761,0.0012254477,0.0012949932,0.0017114931,0.0005747007,0.0015060626,0.0010967416,0.0015850314,0.005053356],"category_scores_gemma":[0.0027610247,0.00055497454,0.0015136213,0.00076044485,0.0010680854,0.0011464887,0.0006069665,0.001447251,0.0008974107],"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":[0.000783326,0.00035527287,0.0057133175,0.0010982752,0.00026337814,0.00045458795,0.0013531174,0.308192,0.39438647,0.0115165105,0.0005941927,0.27528954],"study_design_scores_gemma":[0.00008910017,0.0005133888,0.0057937875,0.00007761255,0.00009204053,0.00020845623,0.00028011514,0.75919735,0.22470179,0.0024464722,0.0065240534,0.00007582088],"about_ca_topic_score_codex":0.005337873,"about_ca_topic_score_gemma":0.004382634,"teacher_disagreement_score":0.005337873,"about_ca_system_score_codex":0.00090429856,"about_ca_system_score_gemma":0.0008405044,"threshold_uncertainty_score":0.016905129},"labels":[],"label_agreement":null},{"id":"W2268621850","doi":"10.1007/s10494-015-9700-7","title":"Large-Eddy Simulation of Turbulent Flow Around a Finite-Height Wall-Mounted Square Cylinder Within a Thin Boundary Layer","year":2016,"lang":"en","type":"article","venue":"Flow Turbulence and Combustion","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid","keywords":"Mechanics; Cylinder; Boundary layer; Turbulence; Wake; Potential flow around a circular cylinder; Reynolds number; Large eddy simulation; Physics; Turbulence kinetic energy; Eddy; Flow (mathematics); Flow separation; Wind tunnel; Turbulence modeling; Classical mechanics; Geometry; Mathematics","score_opus":0.01359916332005217,"score_gpt":0.24149173080802824,"score_spread":0.22789256748797607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268621850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908654,0.000074486205,0.005194888,0.0001373724,0.000038477527,0.00002500249,0.00010691332,0.000108329165,0.0034491085],"genre_scores_gemma":[0.9976029,0.00002241871,0.0015846584,0.000020904687,0.0000060782468,0.000011888514,0.00007447071,0.000015334901,0.00066143996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983513,0.000040950814,0.00001185311,0.00002473689,0.000036517915,0.000050890383],"domain_scores_gemma":[0.99909127,0.00044773848,0.00009446961,0.00005779974,0.00011068827,0.0001980762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041913855,0.00046684628,0.0007962343,0.00039968832,0.0010250175,0.0009616017,0.0010221826,0.0013989174,0.001318936],"category_scores_gemma":[0.0014710383,0.0003931573,0.0005058605,0.00039160848,0.0012037285,0.0006612577,0.0006267208,0.0008665559,0.000112997506],"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":[0.0003422192,0.00025935489,0.0035658123,0.000034657838,0.000036060457,0.00020142352,0.00007450383,0.98743266,0.005290434,0.0012335852,0.00020572344,0.0013236463],"study_design_scores_gemma":[0.000033001532,0.000056012468,0.0010776231,0.000002939305,0.000005099981,0.0000074549575,0.000026351845,0.99806577,0.00058634905,0.0000863893,0.000046861172,0.0000061169076],"about_ca_topic_score_codex":0.030228235,"about_ca_topic_score_gemma":0.014218844,"teacher_disagreement_score":0.030228235,"about_ca_system_score_codex":0.001000728,"about_ca_system_score_gemma":0.0013400007,"threshold_uncertainty_score":0.06010455},"labels":[],"label_agreement":null},{"id":"W2275695089","doi":"10.1007/0-306-47813-7_39","title":"A Porosity/Drag Approach for the Modeling of Flow and Dispersion in the Urban Canopy","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Drag; Porosity; Canopy; Dispersion (optics); Flow (mathematics); Mechanics; Environmental science; Materials science; Geology; Geotechnical engineering; Geography; Physics; Optics","score_opus":0.018063568241269316,"score_gpt":0.19756307670738274,"score_spread":0.17949950846611343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275695089","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":[0.012550836,0.0023185604,0.96634346,0.000525879,0.00024491668,0.00003390347,0.00014027386,0.00026938756,0.017572785],"genre_scores_gemma":[0.59420884,0.007144159,0.32977316,0.00034094352,0.0006971397,0.00024168067,0.00025339136,0.0006085042,0.066732086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998671,0.000023977085,0.000007000418,0.000022154336,0.000058654212,0.00002110545],"domain_scores_gemma":[0.99987054,0.000060896145,0.0000109724715,0.0000110813,0.000029490508,0.00001711443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030942264,0.00062310975,0.00087620044,0.0005568171,0.0008850709,0.0011290895,0.0017147469,0.0014845422,0.0015683979],"category_scores_gemma":[0.0006147921,0.00057119183,0.001008297,0.0007069444,0.0010660102,0.0012404816,0.001024996,0.0015694167,0.00039392148],"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":[0.000009485594,0.00004197564,0.00026045414,0.000042863787,0.000021341917,0.00010340498,0.00007109286,0.87195736,0.0021128228,0.101645455,0.0019922112,0.021741565],"study_design_scores_gemma":[0.0000038740377,0.000007420627,0.00012247603,0.000008918366,0.0000071450977,0.00004533148,0.000013657021,0.96814954,0.00031150685,0.02745374,0.0038656737,0.000010747934],"about_ca_topic_score_codex":0.015687414,"about_ca_topic_score_gemma":0.011021614,"teacher_disagreement_score":0.015687414,"about_ca_system_score_codex":0.0008792103,"about_ca_system_score_gemma":0.0009986003,"threshold_uncertainty_score":0.031192183},"labels":[],"label_agreement":null},{"id":"W2276464198","doi":"10.20381/ruor-841","title":"Numerical and Experimental Investigations for Wind Uplift Force on Flat Roofing System","year":2016,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Structural engineering; Wind force; Engineering; Marine engineering; Aerospace engineering; Geotechnical engineering; Climatology","score_opus":0.03088094223285408,"score_gpt":0.2878978279580429,"score_spread":0.2570168857251888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276464198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962365,0.00011182073,0.0020996695,0.000029370436,0.000022361672,0.000027451944,0.00016124775,0.000052746476,0.0012588617],"genre_scores_gemma":[0.99711657,0.000097130585,0.0020450535,0.0000063436714,0.0000041244234,0.000018733099,0.00009449443,0.0000051755155,0.0006123009],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953234,0.000036537855,0.000031936488,0.00006846889,0.00022986597,0.000100896665],"domain_scores_gemma":[0.9991266,0.0002587398,0.00015105838,0.0001451382,0.00025368834,0.00006480207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005118657,0.00034185892,0.0003628444,0.00061328016,0.0005467304,0.0002864403,0.00045150274,0.0005915874,0.0023928096],"category_scores_gemma":[0.00081298535,0.00019590413,0.00044829253,0.00046577016,0.00067070965,0.0003193293,0.0002884359,0.00037789883,0.00022836379],"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":[0.0008637106,0.0008908278,0.014246335,0.0007645414,0.000044749377,0.0016942498,0.0012160008,0.09435876,0.86009943,0.0011630917,0.001155626,0.023502782],"study_design_scores_gemma":[0.000085197265,0.0054110643,0.08536553,0.000092534305,0.000106250176,0.00057668495,0.003415776,0.28733236,0.61332595,0.00051205873,0.003671906,0.00010474837],"about_ca_topic_score_codex":0.0015542344,"about_ca_topic_score_gemma":0.0024231845,"teacher_disagreement_score":0.0023928096,"about_ca_system_score_codex":0.00020659712,"about_ca_system_score_gemma":0.00018380438,"threshold_uncertainty_score":0.008004725},"labels":[],"label_agreement":null},{"id":"W2282278823","doi":"10.1177/0309524x16642082","title":"Computational modeling of wind flow over the University of Calgary campus","year":2016,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Roof; Terrain; University campus; Wind speed; Wind power; Turbulence; Meteorology; Marine engineering; Environmental science; Computational fluid dynamics; Resource (disambiguation); Wind direction; Wind engineering; Flow (mathematics); Architectural engineering; Civil engineering; Engineering; Computer science; Aerospace engineering; Geography; Cartography","score_opus":0.00508391669415619,"score_gpt":0.15919494204432405,"score_spread":0.15411102535016785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282278823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9141957,0.00060019107,0.042376354,0.000786262,0.00016199396,0.00013940269,0.0008239161,0.0003236198,0.04059257],"genre_scores_gemma":[0.9832138,0.0005083302,0.009835709,0.000073183175,0.000031449377,0.00006286305,0.00049162604,0.00004453986,0.005738487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998882,0.000016711972,0.000005384521,0.000018838398,0.000025191308,0.000045764064],"domain_scores_gemma":[0.9998398,0.00007437032,0.000019887322,0.000009402809,0.0000314286,0.000025010893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016175034,0.0004465696,0.0005016558,0.00048771716,0.0011515849,0.0016823636,0.00079984154,0.00097228825,0.002101524],"category_scores_gemma":[0.00074466877,0.00029857154,0.00035060852,0.0007972122,0.0008177134,0.00051553146,0.0006483875,0.00077333517,0.00024699705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001613571,0.000016464932,0.0016546936,0.000008487796,0.0000043098194,0.000068527246,0.000032335884,0.9946326,0.00043259448,0.0012130874,0.00024984297,0.0016709709],"study_design_scores_gemma":[0.000009081146,0.00001044553,0.001491839,0.00000625804,0.0000023390674,0.000008535765,0.00008813958,0.99717367,0.0001816271,0.0004900556,0.00053165975,0.000006330757],"about_ca_topic_score_codex":0.21260898,"about_ca_topic_score_gemma":0.13960661,"teacher_disagreement_score":0.787391,"about_ca_system_score_codex":0.0018711007,"about_ca_system_score_gemma":0.0024489847,"threshold_uncertainty_score":0.42274296},"labels":[],"label_agreement":null},{"id":"W2286953293","doi":"10.1007/978-1-4615-4153-0_58","title":"Stochastic Reconstruction of Intermittent Zero Concentration Periods in Plumes for Accidental Toxic and Flammable Releases","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Intermittency; Atmosphere (unit); Series (stratigraphy); Intensity (physics); Zero (linguistics); Boundary layer; Environmental science; Mathematics; Flammable liquid; Mechanics; Materials science; Statistics; Statistical physics; Meteorology; Physics; Turbulence; Thermodynamics; Geology; Optics","score_opus":0.009331454723493829,"score_gpt":0.20860766194769986,"score_spread":0.19927620722420603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286953293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55191237,0.0004940273,0.44347286,0.00049781415,0.000044999477,0.00002721455,0.0004925055,0.00038316476,0.002675044],"genre_scores_gemma":[0.97675055,0.00019457965,0.020771738,0.000026928989,0.000028781358,0.000016479566,0.00042701393,0.00009529463,0.0016887367],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998938,0.000031280964,0.000005532139,0.000026012562,0.00002212098,0.000021231097],"domain_scores_gemma":[0.9982253,0.0012469594,0.00021058731,0.00008091031,0.00011519244,0.00012107933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008337223,0.00042973805,0.00037461953,0.0006992692,0.0003966007,0.0008107283,0.0012107712,0.0009587594,0.0010986306],"category_scores_gemma":[0.0048056026,0.0006803189,0.0007678296,0.0005867452,0.0009702117,0.0011461665,0.0006242106,0.00089293503,0.000087959444],"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":[0.00012569093,0.000023431341,0.0043529,0.0000357965,0.000022224433,0.00010969567,0.00006586792,0.96808326,0.00219745,0.020026349,0.00041714218,0.004540277],"study_design_scores_gemma":[0.0000034045656,0.0000046648606,0.00064885104,0.0000026120795,0.00000274848,0.0000146301045,0.000008687432,0.99555814,0.00025102354,0.0034515643,0.000047326557,0.0000062428326],"about_ca_topic_score_codex":0.007737745,"about_ca_topic_score_gemma":0.0063580135,"teacher_disagreement_score":0.007737745,"about_ca_system_score_codex":0.0009496929,"about_ca_system_score_gemma":0.00055142015,"threshold_uncertainty_score":0.015385449},"labels":[],"label_agreement":null},{"id":"W2290274228","doi":"","title":"Turbullence modelling of the atmospheric boundary layer over complex topography","year":2015,"lang":"en","type":"article","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"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":"National Renewable Energy Laboratory; Compute Canada","keywords":"Terrain; Turbulence; Turbulence modeling; Turbulence kinetic energy; Meteorology; Planetary boundary layer; Computation; Computer science; Flow (mathematics); Large eddy simulation; Wind power; Detached eddy simulation; Computational fluid dynamics; Geology; Environmental science; Aerospace engineering; Mechanics; Algorithm; Engineering; Geography; Physics; Reynolds-averaged Navier–Stokes equations","score_opus":0.03433844437235727,"score_gpt":0.2480461345715754,"score_spread":0.21370769019921812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290274228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59674436,0.0010097717,0.37949774,0.0005275373,0.00014859275,0.000068097965,0.00046523358,0.00049574795,0.021042902],"genre_scores_gemma":[0.98004764,0.0003250184,0.016382901,0.000033963654,0.00001550184,0.000017586672,0.00013722318,0.000035615274,0.003004516],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999002,0.00002703645,0.0000071015966,0.00002238619,0.000023981995,0.000019257584],"domain_scores_gemma":[0.99986446,0.000046309837,0.000028797902,0.000014275122,0.000035030484,0.000011106499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023116899,0.00046905898,0.0003259985,0.00028323993,0.00041386296,0.0010098726,0.00063031254,0.00063089223,0.00064571446],"category_scores_gemma":[0.0006056908,0.00018585112,0.00045913976,0.0002523919,0.00057016953,0.0006207796,0.00042020954,0.00042278023,0.00012490251],"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":[0.000019719278,0.000017747867,0.00206009,0.00003348424,0.000015288066,0.0001539476,0.00006477769,0.97665817,0.0065383133,0.009052311,0.00031207426,0.005074006],"study_design_scores_gemma":[0.0000015830184,0.0000034809586,0.00033259793,0.0000020649916,0.0000014425689,0.000007757612,0.000008442156,0.9985317,0.00039228183,0.00048050337,0.00023571299,0.0000024841468],"about_ca_topic_score_codex":0.02653775,"about_ca_topic_score_gemma":0.01651571,"teacher_disagreement_score":0.02653775,"about_ca_system_score_codex":0.0008075166,"about_ca_system_score_gemma":0.0007650181,"threshold_uncertainty_score":0.05276656},"labels":[],"label_agreement":null},{"id":"W2292448458","doi":"","title":"Measurement and Numerical Simulation of Wind Environment for One Residential District","year":2006,"lang":"en","type":"article","venue":"OakTrust (Texas A&M University Libraries)","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":"Fluent; Meteorology; Wind speed; Quarter (Canadian coin); Environmental science; Boundary (topology); Computer simulation; Wind direction; Engineering; Geography; Simulation; Mathematics","score_opus":0.01352951396834228,"score_gpt":0.1735831705939356,"score_spread":0.16005365662559332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292448458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641895,0.000007943108,0.0021773304,0.000015534937,0.0000043348673,0.000013882506,0.00010545348,0.00009448291,0.0011622191],"genre_scores_gemma":[0.99804735,0.000006491342,0.0016315584,0.0000018391784,9.0001004e-7,0.000010157387,0.00010259176,0.0000041811604,0.00019480677],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998605,0.000028553906,0.000007946711,0.000028105804,0.000033450808,0.000041360476],"domain_scores_gemma":[0.9995912,0.00019393011,0.000028743665,0.00005090699,0.000081451755,0.00005378281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028309578,0.0003096186,0.00034978392,0.0004552111,0.00057883747,0.00041824632,0.00046332864,0.0004972436,0.0010879687],"category_scores_gemma":[0.00066269934,0.00019383576,0.00030935684,0.0005727035,0.00037242513,0.0003065916,0.0002524268,0.00032073187,0.00015587144],"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":[0.00020515436,0.000399709,0.039071366,0.000044193883,0.000022580618,0.0003398416,0.00023476199,0.9363613,0.010596225,0.00062528974,0.0005481372,0.011551473],"study_design_scores_gemma":[0.000027023023,0.000087273234,0.012334561,0.0000024825272,0.0000062868075,0.000021530563,0.00012204921,0.984417,0.002710806,0.000082614766,0.00017664279,0.00001177234],"about_ca_topic_score_codex":0.01620745,"about_ca_topic_score_gemma":0.016617246,"teacher_disagreement_score":0.01620745,"about_ca_system_score_codex":0.00059861,"about_ca_system_score_gemma":0.00042622615,"threshold_uncertainty_score":0.032226264},"labels":[],"label_agreement":null},{"id":"W2309440156","doi":"10.1016/b978-044450476-0/50004-2","title":"Limits of Fully Turbulent Flow in a Stirred Tank","year":2000,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Turbulence; Mechanics; Reynolds number; Dimensionless quantity; Dynamic similarity; Turbulence kinetic energy; Flow (mathematics); Chézy formula; Physics; Jet (fluid); Flow velocity; Classical mechanics; Open-channel flow","score_opus":0.013006086600730294,"score_gpt":0.21243926479480987,"score_spread":0.19943317819407957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309440156","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":[0.19858709,0.023497414,0.34077466,0.0032192662,0.0010467581,0.0001007751,0.0006136664,0.001226393,0.430934],"genre_scores_gemma":[0.8840852,0.008353618,0.02687622,0.00045353148,0.0008069239,0.00022606904,0.00034067046,0.00028344837,0.0785744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991604,0.00013712668,0.00006414353,0.00009416744,0.0004571242,0.00008699999],"domain_scores_gemma":[0.9983935,0.0009800607,0.0001673267,0.00013572903,0.0001974149,0.00012595358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089982356,0.00071070757,0.0008494071,0.00079750584,0.00081384846,0.0028882544,0.001357735,0.0012240403,0.004778364],"category_scores_gemma":[0.0034068627,0.0005740764,0.0007654878,0.00043353293,0.0022015362,0.00409551,0.0024079722,0.0017644656,0.0005877309],"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":[0.0002876132,0.00009309159,0.0003407946,0.00030715845,0.000035502435,0.0002146765,0.00034664877,0.054420263,0.02086017,0.9007307,0.0033492956,0.019014116],"study_design_scores_gemma":[0.000059348607,0.00013522366,0.0008783657,0.00011845233,0.00003359473,0.00025627046,0.00009610765,0.21151967,0.0068099187,0.76659244,0.013430545,0.00007007648],"about_ca_topic_score_codex":0.0018217891,"about_ca_topic_score_gemma":0.00063200406,"teacher_disagreement_score":0.004778364,"about_ca_system_score_codex":0.0011480406,"about_ca_system_score_gemma":0.0009902829,"threshold_uncertainty_score":0.01598519},"labels":[],"label_agreement":null},{"id":"W2312347036","doi":"10.2514/6.2009-6121","title":"Closed-loop control schemes for aeroservoelasticity studies","year":2009,"lang":"en","type":"article","venue":"AIAA Guidance, Navigation, and Control Conference","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Loop (graph theory); Control (management); Control theory (sociology); Mathematics; Artificial intelligence; Combinatorics","score_opus":0.01756474074570718,"score_gpt":0.26555314921293405,"score_spread":0.24798840846722686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312347036","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":[0.02257125,0.000420965,0.97295886,0.00006782028,0.00013178939,0.000052914183,0.00002847388,0.00022787308,0.0035401646],"genre_scores_gemma":[0.91888857,0.00033464283,0.07615398,0.00004648163,0.000057800116,0.00016994281,0.00006037428,0.000044932083,0.00424329],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997484,0.00008779872,0.000017868892,0.000037518097,0.00008617546,0.00002221634],"domain_scores_gemma":[0.99940145,0.00028851806,0.00006993659,0.00006191296,0.00016392484,0.0000142046465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007672445,0.0005191975,0.00048725458,0.0002866206,0.00040914735,0.000809526,0.0008046631,0.00072389044,0.0027509583],"category_scores_gemma":[0.0021735656,0.00024922445,0.00028457193,0.00029848787,0.0005182158,0.00077003735,0.000706975,0.00076273497,0.00026129195],"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":[0.0004051355,0.000193685,0.00039622487,0.000414337,0.000056938236,0.00011364002,0.0003440238,0.7333823,0.020680679,0.049402118,0.0019688667,0.19264194],"study_design_scores_gemma":[0.000039300234,0.00014158712,0.00018577867,0.000013308931,0.000010018648,0.000014011405,0.0000104382325,0.9918172,0.0019770956,0.004376164,0.0014067004,0.000008393108],"about_ca_topic_score_codex":0.0018234773,"about_ca_topic_score_gemma":0.0016028625,"teacher_disagreement_score":0.0027509583,"about_ca_system_score_codex":0.00036094894,"about_ca_system_score_gemma":0.00034697313,"threshold_uncertainty_score":0.009202898},"labels":[],"label_agreement":null},{"id":"W2312589283","doi":"10.2166/wqrjc.2014.032","title":"Quantifying ultraviolet inactivation kinetics in nearly opaque fluids","year":2014,"lang":"en","type":"article","venue":"Water Quality Research Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Trojan Technologies (Canada); Western University","funders":"","keywords":"Opacity; Kinetics; Ultraviolet; Transmittance; Collimated light; Chemistry; Optics; Materials science; Thermodynamics; Analytical Chemistry (journal); Chromatography; Physics; Laser","score_opus":0.14030332111786303,"score_gpt":0.39440667807576607,"score_spread":0.25410335695790304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312589283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718421,0.00045801373,0.026589215,0.00003738054,0.000015495541,0.00006416748,0.00019250272,0.000083281484,0.0007177256],"genre_scores_gemma":[0.980753,0.0010876997,0.017055769,0.000025168125,0.000008043571,0.00009862604,0.00024159085,0.000017878952,0.0007122161],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997044,0.00004269576,0.000022448674,0.00006346288,0.00012505065,0.000041956842],"domain_scores_gemma":[0.9994691,0.00023574356,0.0001275515,0.000032104672,0.00011285315,0.000022638967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004668823,0.00040541223,0.00027138402,0.00047639236,0.00018730744,0.00050059136,0.00023048717,0.00038283222,0.0002952593],"category_scores_gemma":[0.001018794,0.00013062038,0.00031535182,0.00031980305,0.00032083588,0.0005151655,0.0003272194,0.0006407281,0.000108025255],"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":[0.00005009777,0.00006520249,0.0023133438,0.00008395809,0.0000054207694,0.000040360665,0.00014173368,0.005552189,0.98572063,0.00039319546,0.000038306047,0.0055955565],"study_design_scores_gemma":[0.000008249035,0.00046680067,0.0052828547,0.000020597596,0.000014114514,0.000044249737,0.0001056108,0.06207503,0.93102616,0.00028881847,0.00064531725,0.000022201688],"about_ca_topic_score_codex":0.0019468359,"about_ca_topic_score_gemma":0.0011674272,"teacher_disagreement_score":0.0019468359,"about_ca_system_score_codex":0.00029438458,"about_ca_system_score_gemma":0.0004640531,"threshold_uncertainty_score":0.003870964},"labels":[],"label_agreement":null},{"id":"W2312646747","doi":"10.1061/41031(341)269","title":"Wind Loading and Building Exposure: Are We Still on A, B, C?","year":2009,"lang":"en","type":"article","venue":"Structures Congress 2009","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":"Concordia University; Rowan Williams Davies & Irwin (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Building code; Cladding (metalworking); Aerodynamics; Wind speed; Structural engineering; Terrain; Wind tunnel; Low-rise; Environmental science; Pressure coefficient; Wind direction; Building design; Boundary layer; Engineering; Meteorology; Civil engineering; Geography; Aerospace engineering","score_opus":0.0115558061780662,"score_gpt":0.23796208808144945,"score_spread":0.22640628190338324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312646747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94650716,0.0066094487,0.0169525,0.0059644436,0.00023893078,0.0000457132,0.00020416941,0.00006762058,0.02341008],"genre_scores_gemma":[0.99377006,0.0025700226,0.0017096009,0.00034551753,0.00012238637,0.0000104662495,0.00005540845,0.0000229029,0.0013936188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99962485,0.00010948637,0.000025958361,0.00006581997,0.00009166871,0.00008217052],"domain_scores_gemma":[0.99715084,0.0012209676,0.00054889754,0.00025381913,0.00044709907,0.00037838638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008771085,0.00030229162,0.00030959997,0.00035443887,0.000299053,0.0011783335,0.00027852604,0.00095211505,0.0029156446],"category_scores_gemma":[0.0036607508,0.00019032093,0.00021752846,0.000518599,0.0014452849,0.0015740365,0.0006566193,0.0009353016,0.00062832725],"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":[0.0012297162,0.00065407157,0.4409966,0.00067155785,0.0002741132,0.0007955,0.0026471512,0.010337354,0.07276028,0.030456468,0.007353991,0.43182316],"study_design_scores_gemma":[0.000034912075,0.0007051358,0.94608015,0.00048094985,0.0000778,0.00034007223,0.0042549595,0.008043916,0.009204224,0.019777285,0.010876045,0.0001245683],"about_ca_topic_score_codex":0.0081553655,"about_ca_topic_score_gemma":0.0064126593,"teacher_disagreement_score":0.0081553655,"about_ca_system_score_codex":0.00033222997,"about_ca_system_score_gemma":0.00039016362,"threshold_uncertainty_score":0.016215801},"labels":[],"label_agreement":null},{"id":"W2312715718","doi":"10.2514/6.2012-4418","title":"Simulation Tool for Testing and Validating UAV Autopilots in Wind Gust Environments","year":2012,"lang":"en","type":"article","venue":"AIAA Atmospheric Flight Mechanics Conference","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Reliability engineering; Environmental science; Meteorology; Aerospace engineering; Systems engineering; Simulation; Aeronautics; Engineering; Physics","score_opus":0.032005442603489954,"score_gpt":0.24261862994211547,"score_spread":0.21061318733862552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312715718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62012756,0.00013465068,0.35438323,0.00018184853,0.00019522902,0.00077057513,0.0028658286,0.008260563,0.013080472],"genre_scores_gemma":[0.9182286,0.000105127925,0.07828959,0.00002399986,0.000006762715,0.00051364297,0.001157147,0.0001976455,0.0014773912],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969673,0.00010271328,0.000027904645,0.000021735477,0.00010851665,0.000042406868],"domain_scores_gemma":[0.99888796,0.00063276885,0.000068259345,0.00016234808,0.00019482827,0.000053927077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089376915,0.0005719011,0.00043289573,0.0004974247,0.0004061201,0.00037515114,0.0008409354,0.00043948813,0.0031750104],"category_scores_gemma":[0.0018374983,0.00021113193,0.00027903612,0.0003317274,0.00028234482,0.00041195742,0.00041478578,0.0004953631,0.00029145868],"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":[0.00028252645,0.0003082721,0.0036940866,0.00020365867,0.00004121124,0.00023340675,0.00016106656,0.94410884,0.026655791,0.0033969798,0.0020112242,0.018902868],"study_design_scores_gemma":[0.00007777766,0.00024474048,0.0007477622,0.000012936107,0.0000076110286,0.000028257373,0.0000339776,0.9829873,0.013359142,0.0003303792,0.0021593568,0.0000107720325],"about_ca_topic_score_codex":0.004425301,"about_ca_topic_score_gemma":0.004223119,"teacher_disagreement_score":0.004425301,"about_ca_system_score_codex":0.00035081344,"about_ca_system_score_gemma":0.00080778566,"threshold_uncertainty_score":0.010621488},"labels":[],"label_agreement":null},{"id":"W2313161718","doi":"10.1061/41000(315)50","title":"Field and Wind Tunnel Experiments to Evaluate Wind-Induced Cladding and Structural Loads on a Low Wooden Building","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Wind tunnel; Wind engineering; Cladding (metalworking); Low-rise; Structural engineering; Finite element method; Full scale; Building envelope; Hypersonic wind tunnel; Envelope (radar); Environmental science; Engineering; Marine engineering; Meteorology; Thermal; Materials science; Aerospace engineering; Physics","score_opus":0.021409491462450764,"score_gpt":0.28015704457493507,"score_spread":0.2587475531124843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313161718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988527,0.000013512186,0.0008963682,0.000001805939,0.0000024770923,0.000024769777,0.000067454646,0.000010664745,0.00013024038],"genre_scores_gemma":[0.9969104,0.0000429538,0.0022754895,0.000006929279,0.0000028008915,0.000049039623,0.00013636806,0.000006269695,0.0005696723],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979156,0.00003413519,0.000016523993,0.00004073224,0.000073805175,0.000043206186],"domain_scores_gemma":[0.9994062,0.00018112427,0.00009728866,0.00006858337,0.00014073266,0.000106076615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065313827,0.0005582048,0.00030028293,0.00035160652,0.00031733085,0.00016763069,0.0003303243,0.00032688517,0.0017957407],"category_scores_gemma":[0.00035398387,0.0001837746,0.00022861868,0.00015591469,0.0004105645,0.0002484643,0.0003916475,0.0002959633,0.00014775968],"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":[0.00082123943,0.0009994021,0.01589558,0.00021476333,0.000027209475,0.00020257782,0.00053567986,0.008610843,0.9645808,0.00012766095,0.00008806526,0.007896084],"study_design_scores_gemma":[0.0002119185,0.030618306,0.28665182,0.00006507636,0.00009767918,0.00032478315,0.0012853199,0.024920821,0.65415245,0.0002142117,0.0013685683,0.00008905681],"about_ca_topic_score_codex":0.0007765139,"about_ca_topic_score_gemma":0.0022231964,"teacher_disagreement_score":0.0017957407,"about_ca_system_score_codex":0.000100230354,"about_ca_system_score_gemma":0.00015059755,"threshold_uncertainty_score":0.0060073733},"labels":[],"label_agreement":null},{"id":"W2313276049","doi":"10.1061/9780784412626.043","title":"Wind Tunnel Model Studies of Aerodynamic Lifting of Roof Pavers","year":2012,"lang":"en","type":"article","venue":"","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Aerodynamics; Roof; Wind tunnel; Environmental science; Engineering; Marine engineering; Structural engineering; Aerospace engineering","score_opus":0.030825459945722104,"score_gpt":0.2618637392994173,"score_spread":0.2310382793536952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313276049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732035,0.000023351131,0.0020130652,0.0000062326803,0.0000036922265,0.000020131469,0.0001111647,0.00003413835,0.00046800415],"genre_scores_gemma":[0.99760926,0.00004779255,0.0018086181,0.0000030505182,0.0000013959285,0.00001806136,0.00014384571,0.0000064884434,0.00036136882],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998741,0.00003399289,0.000008402772,0.000017346098,0.000037157526,0.000028990655],"domain_scores_gemma":[0.9997018,0.00010873495,0.000031392992,0.000042800664,0.00008038407,0.000034810204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000332122,0.00038964118,0.00041515843,0.00022392263,0.00030835776,0.0002621041,0.00040123748,0.00032453393,0.0010834964],"category_scores_gemma":[0.00046523171,0.00020295735,0.00026313218,0.00017829408,0.00021928016,0.00027844505,0.00020540625,0.00032433134,0.00014990127],"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":[0.00090903044,0.0010338741,0.023913052,0.0002758198,0.000076061166,0.0008433186,0.0004258076,0.6818718,0.27697167,0.001095916,0.0005211025,0.012062541],"study_design_scores_gemma":[0.00011361275,0.004024723,0.026108278,0.00003082928,0.000037069403,0.00023676964,0.0003012855,0.90242606,0.065444686,0.0002778088,0.00093651126,0.000062348816],"about_ca_topic_score_codex":0.003781065,"about_ca_topic_score_gemma":0.0030371188,"teacher_disagreement_score":0.003781065,"about_ca_system_score_codex":0.00015533878,"about_ca_system_score_gemma":0.000283345,"threshold_uncertainty_score":0.0075181127},"labels":[],"label_agreement":null},{"id":"W2313335234","doi":"10.3850/978-981-07-8012-8_key-01","title":"Development of Critical Load Cases Simulating the Effect of Downbursts and Torndos on Transmission Line Structures","year":2013,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transmission line; Computer science; Electric power transmission; Engineering; Telecommunications; Electrical engineering","score_opus":0.010395088030650068,"score_gpt":0.25738160889545786,"score_spread":0.2469865208648078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313335234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51022655,0.0011436259,0.41721186,0.0006261787,0.00034447416,0.0010536555,0.0023827485,0.0018644425,0.06514649],"genre_scores_gemma":[0.9281438,0.0005043672,0.066394076,0.000037994865,0.000028682165,0.0003735188,0.00072572485,0.0001546193,0.0036373257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996147,0.00010630323,0.000028664628,0.00003806983,0.00013618593,0.000076014025],"domain_scores_gemma":[0.99807584,0.001112694,0.0002694776,0.00007919529,0.00037514945,0.00008758549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088258117,0.0010449766,0.000733338,0.0014624601,0.00062390754,0.0012294521,0.001666626,0.0014599117,0.0040691285],"category_scores_gemma":[0.0038252976,0.00043240865,0.00084075157,0.0006148577,0.0006429943,0.000679085,0.00080561824,0.0010554262,0.0003527862],"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":[0.000032249616,0.000044444452,0.0012185586,0.00009084619,0.000006748897,0.00020964352,0.00008088739,0.99017274,0.0011072636,0.00293734,0.00043445342,0.0036649234],"study_design_scores_gemma":[0.000008060932,0.00002546161,0.0002779537,0.000025563773,0.0000052506784,0.000017468228,0.0000654009,0.99759007,0.0006890539,0.0006267556,0.00066260324,0.000006446046],"about_ca_topic_score_codex":0.017470062,"about_ca_topic_score_gemma":0.010493017,"teacher_disagreement_score":0.017470062,"about_ca_system_score_codex":0.0010284622,"about_ca_system_score_gemma":0.001200472,"threshold_uncertainty_score":0.034736753},"labels":[],"label_agreement":null},{"id":"W2314456525","doi":"10.1061/41031(341)231","title":"Wind Load Considerations for Existing Petrochemical Structures","year":2009,"lang":"en","type":"article","venue":"Structures Congress 2009","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Conservatism; Petrochemical; Foundation (evidence); Wind engineering; Engineering; Construction engineering; Architectural engineering; Computer science; Risk analysis (engineering); Civil engineering; Business","score_opus":0.02177000372847268,"score_gpt":0.2709975605198376,"score_spread":0.2492275567913649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314456525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53968304,0.00275644,0.101408616,0.00084387365,0.00041909952,0.000429057,0.0014334542,0.00048696186,0.35253945],"genre_scores_gemma":[0.9291733,0.0018327519,0.016154116,0.00015190504,0.00007070583,0.000116334544,0.00078394986,0.00016623868,0.051550772],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990766,0.00010574009,0.000048898546,0.00005742052,0.00063694484,0.000074361975],"domain_scores_gemma":[0.9993393,0.00022590363,0.000063078995,0.0000359118,0.00030731858,0.00002850105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005079429,0.0005055987,0.00028024596,0.0013983499,0.0008507598,0.0009774608,0.00072849146,0.0006029107,0.010567526],"category_scores_gemma":[0.0017919624,0.00026732552,0.00030848332,0.0005972619,0.0003799941,0.0012970015,0.00061184977,0.00038881597,0.0011723305],"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":[0.000521843,0.00032292778,0.04660676,0.0011099267,0.000050491526,0.005139937,0.0021130661,0.32755405,0.089529656,0.05240165,0.030212767,0.44443697],"study_design_scores_gemma":[0.00013543444,0.0022565864,0.18789938,0.0013985871,0.00023094336,0.003692737,0.006985639,0.3438627,0.115662985,0.04061419,0.29694426,0.00031653393],"about_ca_topic_score_codex":0.005844658,"about_ca_topic_score_gemma":0.024346884,"teacher_disagreement_score":0.010567526,"about_ca_system_score_codex":0.0007140182,"about_ca_system_score_gemma":0.00046319395,"threshold_uncertainty_score":0.035351872},"labels":[],"label_agreement":null},{"id":"W2314577967","doi":"10.1061/9780784412640.088","title":"Damage to Residential Construction from the Tornadoes in Vaughan, Ontario, on August 20, 2009","year":2012,"lang":"en","type":"article","venue":"","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Catastrophic Loss Reduction","keywords":"Tornado; Fujita scale; Roof; Low-rise; Magnitude (astronomy); Meteorology; Forensic engineering; Geology; Environmental science; Engineering; Structural engineering; Geography; Physics","score_opus":0.010244277528644931,"score_gpt":0.21277998898095557,"score_spread":0.20253571145231064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314577967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440926,0.000078512916,0.00008021429,0.00006500283,0.0000050402437,0.000038875605,0.00064902764,0.000011348339,0.0046626753],"genre_scores_gemma":[0.9943568,0.00017281214,0.00016798958,0.000019553543,0.0000039554675,0.000015601878,0.0005702355,0.000004040254,0.0046889433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999699,0.000014326245,0.0000065607096,0.000028415894,0.0001379654,0.000113723865],"domain_scores_gemma":[0.9997354,0.000011074309,0.000058470796,0.00001925147,0.00012582255,0.00004990933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013693917,0.0002777758,0.00014995203,0.00057220564,0.0029884113,0.0005198499,0.0004758838,0.00025216388,0.0015939364],"category_scores_gemma":[0.00047245433,0.00020396631,0.00014742404,0.0010036874,0.000997895,0.0001590996,0.0005655691,0.00022403881,0.00018902315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032926793,0.00006371831,0.93567383,0.00011449788,0.000057707668,0.005060366,0.01172569,0.0020992192,0.010998864,0.00026992374,0.0056103356,0.027996564],"study_design_scores_gemma":[0.0000032267376,0.000039740244,0.9931744,0.0000095296855,0.000004267873,0.00015360431,0.002686635,0.00010576721,0.00028139463,0.000011078364,0.0035253621,0.0000050210683],"about_ca_topic_score_codex":0.9223698,"about_ca_topic_score_gemma":0.98992467,"teacher_disagreement_score":0.07763022,"about_ca_system_score_codex":0.008880357,"about_ca_system_score_gemma":0.004924723,"threshold_uncertainty_score":0.15617478},"labels":[],"label_agreement":null},{"id":"W2314967504","doi":"10.1061/9780784412626.106","title":"Performance-Based Evaluation of an Existing Building Subjected to Wind Forces","year":2012,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Structural engineering; Wind engineering; Engineering; Structural load; Computer science; Wind tunnel; Reliability engineering; Aerospace engineering","score_opus":0.04424620039357077,"score_gpt":0.3101613946198821,"score_spread":0.2659151942263114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314967504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933282,0.000025856622,0.0047407406,0.000008481662,0.000004787585,0.000030378173,0.00007685564,0.00005143405,0.0017333236],"genre_scores_gemma":[0.9984092,0.000025088308,0.0010129234,0.0000015082945,0.0000014817645,0.000009195437,0.00007046317,0.0000069020357,0.00046320603],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904007,0.00022143267,0.000047571226,0.00007410525,0.00050647394,0.000110374596],"domain_scores_gemma":[0.99910396,0.00022975518,0.00011698677,0.00011858247,0.0003444752,0.00008628746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013450908,0.0008504153,0.00041560133,0.0011678042,0.00042847567,0.0004969818,0.00047203907,0.00050189235,0.0014308678],"category_scores_gemma":[0.0014199485,0.00017041166,0.00035507572,0.0003766095,0.00046713272,0.00044906707,0.00053764344,0.0002607621,0.0003458805],"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":[0.0014854637,0.00072848314,0.033803776,0.00024454523,0.00009858449,0.0007584333,0.0006132776,0.41575173,0.4846915,0.000715471,0.00032720025,0.060781546],"study_design_scores_gemma":[0.000051189814,0.014269929,0.15305671,0.000050374947,0.00019971351,0.0006977929,0.0010916197,0.3939712,0.43437445,0.0003884262,0.0017240978,0.00012451177],"about_ca_topic_score_codex":0.0014038447,"about_ca_topic_score_gemma":0.0028749711,"teacher_disagreement_score":0.0014308678,"about_ca_system_score_codex":0.0004060295,"about_ca_system_score_gemma":0.00025858515,"threshold_uncertainty_score":0.0071136355},"labels":[],"label_agreement":null},{"id":"W2315264924","doi":"10.1061/9780784412626.024","title":"A Parametric Representation of Wind-Driven Rain in Experimental Setups","year":2012,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Facade; Environmental science; Wind speed; Meteorology; Parametric statistics; Computational fluid dynamics; Building envelope; Turbulence kinetic energy; Computer science; Marine engineering; Turbulence; Engineering; Aerospace engineering; Civil engineering; Mathematics; Physics","score_opus":0.023687345317433408,"score_gpt":0.27897676352735035,"score_spread":0.25528941820991696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315264924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5696827,0.000353609,0.40903255,0.00019316413,0.000096488984,0.00038075214,0.0013669241,0.0015257824,0.017368099],"genre_scores_gemma":[0.98043174,0.00017675155,0.017762536,0.000018316583,0.000009624458,0.00020133963,0.0002135875,0.00002739586,0.0011588853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995377,0.00008443046,0.000027320362,0.00009597747,0.0001761349,0.00007851837],"domain_scores_gemma":[0.9994357,0.00025974363,0.00007070903,0.00015918838,0.00005315013,0.000021529264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064789696,0.00040248618,0.00034237292,0.00037216445,0.00029624082,0.0008374422,0.0008854555,0.0007337924,0.0033145705],"category_scores_gemma":[0.0012002668,0.000257594,0.00044517234,0.00042141517,0.00050612236,0.0006400778,0.00072688016,0.00059848366,0.00027920588],"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":[0.0005328252,0.00060010585,0.006434197,0.00049216603,0.000041490704,0.0011922858,0.00060102536,0.62254536,0.30056107,0.016908713,0.0008707602,0.049219895],"study_design_scores_gemma":[0.000052128413,0.0008164153,0.007971377,0.000030467216,0.000030736643,0.00036504917,0.00020849613,0.93086934,0.052474387,0.0036519703,0.003463685,0.00006594584],"about_ca_topic_score_codex":0.0006485098,"about_ca_topic_score_gemma":0.0004284867,"teacher_disagreement_score":0.0033145705,"about_ca_system_score_codex":0.0002701104,"about_ca_system_score_gemma":0.00031087032,"threshold_uncertainty_score":0.011088371},"labels":[],"label_agreement":null},{"id":"W2315520873","doi":"10.1061/40889(201)14","title":"A Comparison of Force Balance and Pressure Integration Techniques for Predicting Wind-Induced Responses of Tall Buildings","year":2006,"lang":"en","type":"article","venue":"Structures Congress 2006","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Wind tunnel; Balance (ability); Boundary layer; Wind force; Force balance; Environmental science; Marine engineering; Meteorology; Engineering; Computer science; Aerospace engineering; Physics; Mechanics","score_opus":0.011486302350901902,"score_gpt":0.276351215824496,"score_spread":0.2648649134735941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315520873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8891044,0.00020238764,0.10788639,0.000059334983,0.00002242218,0.00007880589,0.00013642991,0.00053875725,0.0019709647],"genre_scores_gemma":[0.9792042,0.000097400974,0.020116352,0.0000074525137,0.00000804921,0.00003108171,0.00012292,0.000022426848,0.00039007422],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984276,0.000029363404,0.0000075753987,0.000020925445,0.00007466155,0.000024625579],"domain_scores_gemma":[0.9995204,0.00027856987,0.000044960998,0.00002504481,0.000096684744,0.00003445406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000482152,0.0007080464,0.00035284372,0.0006624051,0.00020881779,0.00039896523,0.00035927328,0.00059037126,0.0007478533],"category_scores_gemma":[0.001766834,0.00026046566,0.00020950101,0.00045687606,0.0001501499,0.0006123871,0.00024577198,0.0003873572,0.00015455809],"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":[0.000796406,0.00053090515,0.037708733,0.0001578904,0.000071015995,0.00012728357,0.00024140776,0.6263795,0.065975785,0.00059695257,0.0003718333,0.26704228],"study_design_scores_gemma":[0.000019425148,0.00024772045,0.015317505,0.0000069179177,0.000009637049,0.000017689092,0.00003269263,0.9793673,0.004720162,0.000085112915,0.00016473122,0.00001115902],"about_ca_topic_score_codex":0.012411938,"about_ca_topic_score_gemma":0.010878905,"teacher_disagreement_score":0.012411938,"about_ca_system_score_codex":0.00018074161,"about_ca_system_score_gemma":0.00038824612,"threshold_uncertainty_score":0.024679422},"labels":[],"label_agreement":null},{"id":"W2315546280","doi":"10.1061/9780784479315.028","title":"Rapid Assessment of Snow Drifting Conditions Using Physical Model Simulations","year":2015,"lang":"en","type":"article","venue":"","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":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Snow; Roof; Serviceability (structure); Aerodynamics; Environmental science; Building code; Civil engineering; Marine engineering; Meteorology; Engineering; Aerospace engineering; Geography","score_opus":0.0665792105219607,"score_gpt":0.3357796595653729,"score_spread":0.2692004490434122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315546280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7770194,0.00016997609,0.18681149,0.0002595838,0.00010426005,0.0010508234,0.0047221906,0.0034893446,0.026372844],"genre_scores_gemma":[0.9510032,0.0001269838,0.045368984,0.000033288412,0.000011138213,0.0004535011,0.001249629,0.00017055286,0.0015827953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978286,0.000053303083,0.000017778008,0.00002971886,0.00008734108,0.000028967477],"domain_scores_gemma":[0.9994777,0.00022819322,0.00003845018,0.000088645116,0.0001333062,0.00003372183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057481707,0.00071459066,0.00056924124,0.00069437036,0.00055049383,0.00092500367,0.00088570657,0.00086854777,0.0034501022],"category_scores_gemma":[0.0014659159,0.00043483582,0.0006819636,0.00043644672,0.00025098186,0.00079991017,0.00058645394,0.0005904999,0.0005680624],"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":[0.000048326157,0.00010151418,0.005042898,0.000056464414,0.000020163829,0.00008955486,0.00008956673,0.97816867,0.005945103,0.0007049674,0.0005913581,0.009141441],"study_design_scores_gemma":[0.000019040095,0.00003441268,0.0013187621,0.000008970057,0.000004983318,0.000009371475,0.000041717285,0.9963368,0.0012854126,0.0003094835,0.00062155316,0.000009517139],"about_ca_topic_score_codex":0.010458471,"about_ca_topic_score_gemma":0.01200023,"teacher_disagreement_score":0.010458471,"about_ca_system_score_codex":0.0007235249,"about_ca_system_score_gemma":0.00086506724,"threshold_uncertainty_score":0.020795166},"labels":[],"label_agreement":null},{"id":"W2316998121","doi":"10.1061/41016(314)158","title":"Cross-Border Wind Engineering Contributions: ASCE 7 — A Case-in-Point","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Disclaimer; Work (physics); Task (project management); Engineering; Wind engineering; Order (exchange); Operations research; Engineering ethics; Computer science; Law; Aeronautics; Civil engineering; Political science; Mechanical engineering; Systems engineering; Business","score_opus":0.006741771655600286,"score_gpt":0.28113804990702473,"score_spread":0.27439627825142443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316998121","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5257685,0.00465891,0.003548262,0.073857546,0.002262659,0.0007145726,0.00066527305,0.000121326586,0.3884029],"genre_scores_gemma":[0.8842197,0.0028614951,0.004229939,0.007700857,0.00039960188,0.00015666583,0.00055286544,0.00005295776,0.09982586],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956903,0.0010075159,0.0001121978,0.00024075131,0.0017396463,0.0012097076],"domain_scores_gemma":[0.9946247,0.00079636875,0.00026845004,0.00039864183,0.0020724325,0.0018393563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007133553,0.0003436358,0.00022427818,0.00087290263,0.008220222,0.0033397959,0.0013121052,0.003868799,0.0071103047],"category_scores_gemma":[0.00690631,0.00026641157,0.0003581663,0.0018360217,0.0015650048,0.0013685034,0.0033907872,0.0022487661,0.00083923194],"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":[0.0005309256,0.0020517707,0.13663104,0.0007340746,0.00008152609,0.042527102,0.04670204,0.005982088,0.0033092354,0.12379512,0.44819587,0.18945913],"study_design_scores_gemma":[0.000057289657,0.0003390413,0.06303333,0.00035514572,0.000034856464,0.0063066063,0.059251517,0.0016366238,0.0012626789,0.003477867,0.8641668,0.00007821179],"about_ca_topic_score_codex":0.34326127,"about_ca_topic_score_gemma":0.7013441,"teacher_disagreement_score":0.34326127,"about_ca_system_score_codex":0.012611226,"about_ca_system_score_gemma":0.027552342,"threshold_uncertainty_score":0.6825265},"labels":[],"label_agreement":null},{"id":"W2317750711","doi":"10.1061/9780784412626.036","title":"Structural Wind Engineering of High-Rise Towers in Hurricane-Prone Regions","year":2012,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Serviceability (structure); Wind force; Wind engineering; Confusion; Environmental science; Wind speed; Wind tunnel; Marine engineering; Meteorology; Computer science; Engineering; Civil engineering; Aerospace engineering; Geography","score_opus":0.009012331200301286,"score_gpt":0.20212609343461174,"score_spread":0.19311376223431045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317750711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98851544,0.000049289043,0.0062698936,0.00003324483,0.0000048189086,0.000019040677,0.00010673048,0.000027691978,0.0049739527],"genre_scores_gemma":[0.99617165,0.000037709717,0.0023039347,0.0000037846569,0.0000015610831,0.000004848342,0.000079909696,0.000006269209,0.0013904166],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993086,0.00001548344,0.0000034009977,0.0000097128905,0.000021801276,0.000018652245],"domain_scores_gemma":[0.99990106,0.000017834911,0.00002362539,0.0000079760675,0.00003445778,0.000015055471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014326314,0.00019132893,0.00010383529,0.0004543636,0.0004281068,0.00033099955,0.00023457245,0.00028532013,0.0020341973],"category_scores_gemma":[0.000300317,0.0001994861,0.00015512815,0.0002291516,0.00016785604,0.0002001659,0.00013388351,0.00013369229,0.00031286865],"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":[0.00039501628,0.00029696187,0.1531412,0.00018180515,0.000046223435,0.0026151272,0.00081781513,0.55990356,0.1852324,0.0042352458,0.0018137784,0.09132093],"study_design_scores_gemma":[0.00003651051,0.00076001143,0.47567654,0.000044633045,0.000027653676,0.0007345056,0.0019402168,0.49795666,0.016314417,0.0018548288,0.0046111466,0.00004278329],"about_ca_topic_score_codex":0.010710438,"about_ca_topic_score_gemma":0.047905628,"teacher_disagreement_score":0.010710438,"about_ca_system_score_codex":0.0002832845,"about_ca_system_score_gemma":0.00031832958,"threshold_uncertainty_score":0.021296203},"labels":[],"label_agreement":null},{"id":"W2317879047","doi":"10.1061/41130(369)217","title":"Advancing Performance Based Design through Full-Scale Simulation of Wind, Water, and Structural Interaction","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Clemson University; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Wind engineering; Landfall; Full scale; Environmental science; Scale (ratio); Hazard; Computer science; Marine engineering; Research program; Wind speed; Civil engineering; Meteorology; Storm; Engineering; Structural engineering; Geography; Cartography","score_opus":0.009612891699952098,"score_gpt":0.24677759510264932,"score_spread":0.2371647034026972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317879047","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":[0.30670404,0.00042204265,0.62964445,0.0006023263,0.00017765786,0.0004539271,0.00063125417,0.0020739036,0.059290435],"genre_scores_gemma":[0.8710238,0.00038255294,0.12224882,0.00011598611,0.000030021327,0.0004066315,0.00037929238,0.0002453387,0.0051676626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999824,0.000041711064,0.0000067887327,0.000017817523,0.00008152576,0.000028170922],"domain_scores_gemma":[0.99948514,0.00026297334,0.000046583496,0.00007337823,0.00008972356,0.000042206066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058199925,0.00076452433,0.0007301644,0.00048323075,0.00047450766,0.0012379622,0.0010600394,0.001134559,0.0038793064],"category_scores_gemma":[0.0013966317,0.00057085574,0.00064117287,0.00026131538,0.00065902557,0.00088291045,0.0010083661,0.0007564768,0.0005710056],"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":[0.000012197793,0.000033453187,0.00041676566,0.00002238166,0.0000067124242,0.000018512312,0.000025411548,0.99347275,0.0011521769,0.0009330355,0.0001477501,0.003758726],"study_design_scores_gemma":[0.000005794249,0.000014188338,0.00008459564,0.0000029702733,0.0000019956253,0.000003188787,0.0000074348986,0.9987845,0.00023978607,0.00038489656,0.00046785118,0.000002719123],"about_ca_topic_score_codex":0.008513508,"about_ca_topic_score_gemma":0.008383314,"teacher_disagreement_score":0.008513508,"about_ca_system_score_codex":0.0006864936,"about_ca_system_score_gemma":0.0011670891,"threshold_uncertainty_score":0.016927898},"labels":[],"label_agreement":null},{"id":"W2318600309","doi":"10.1061/9780784412626.041","title":"Full Scale and Wind Tunnel Testing of a Photovoltaic Panel Mounted on Residential Roofs","year":2012,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada); Western University","funders":"","keywords":"Wind tunnel; Aerodynamics; Roof; Photovoltaic system; Marine engineering; Wind engineering; Environmental science; Scale model; Engineering; Structural engineering; Full scale; Wind speed; Computational fluid dynamics; Meteorology; Aerospace engineering; Electrical engineering","score_opus":0.025393444529255647,"score_gpt":0.23328105121310838,"score_spread":0.20788760668385273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318600309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988036,0.000008836136,0.0006271608,0.0000069620437,0.0000069047096,0.000020258993,0.00013374086,0.00003455392,0.0003578555],"genre_scores_gemma":[0.9983242,0.000014968856,0.001111568,0.00000656153,0.0000016993354,0.000020854664,0.00012333019,0.0000071804716,0.000389717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972934,0.000041007206,0.000016754426,0.0000412561,0.00010336461,0.00006829234],"domain_scores_gemma":[0.99939406,0.00015110658,0.00005491393,0.00013063049,0.00019058156,0.000078644516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051459204,0.0005059984,0.0002753025,0.00027200053,0.00039315296,0.00019345539,0.00046658,0.0004885894,0.0017151297],"category_scores_gemma":[0.0005190985,0.0001932701,0.00034089977,0.00018079401,0.00034168278,0.00028899522,0.0004376243,0.00039063775,0.00027524133],"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":[0.0010200548,0.0015069367,0.024579523,0.00021188855,0.000048414815,0.0015988459,0.00060904626,0.05712554,0.89497167,0.00026776665,0.0010158077,0.017044507],"study_design_scores_gemma":[0.00021227781,0.021979261,0.23408543,0.00009501712,0.00007421121,0.0010543839,0.0019864072,0.14996542,0.58763385,0.00038590017,0.0024112735,0.00011663911],"about_ca_topic_score_codex":0.0009286414,"about_ca_topic_score_gemma":0.0021779723,"teacher_disagreement_score":0.0017151297,"about_ca_system_score_codex":0.00012352868,"about_ca_system_score_gemma":0.00018064548,"threshold_uncertainty_score":0.0057376623},"labels":[],"label_agreement":null},{"id":"W2318828927","doi":"10.1061/40774(176)49","title":"Prediction of Peak Wind Loads on Low Rise Structures","year":2005,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Wind tunnel; Wind engineering; Wind speed; Meteorology; Field (mathematics); Structural engineering; Engineering; Mathematics; Aerospace engineering; Physics","score_opus":0.009093097860780459,"score_gpt":0.2025079828065729,"score_spread":0.19341488494579243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318828927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85928893,0.00006466993,0.13709842,0.000023724873,0.000009532795,0.000041710664,0.0005062972,0.00083667366,0.0021299997],"genre_scores_gemma":[0.9870012,0.000029723113,0.011967922,0.000001987109,0.0000054894945,0.00002304842,0.0004530721,0.000040290033,0.00047725908],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998863,0.000013869148,0.0000042506445,0.000021906446,0.000057862453,0.000015783995],"domain_scores_gemma":[0.999406,0.0002817925,0.00006544732,0.00005444973,0.00015318296,0.00003913662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023580914,0.00037441778,0.00026367462,0.00090973574,0.00020181207,0.0003420811,0.00034596736,0.00020264488,0.00076420384],"category_scores_gemma":[0.0014685966,0.00024193464,0.0001991742,0.00033608964,0.0001251444,0.00030863896,0.00013671085,0.00034413885,0.00050899223],"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":[0.00039565333,0.00020299057,0.105158575,0.000119176875,0.00005773645,0.00024296495,0.00016720494,0.6330705,0.046991933,0.0011753467,0.0016671724,0.21075071],"study_design_scores_gemma":[0.000009877017,0.000047388432,0.038919292,0.0000043361606,0.0000075761786,0.00003202706,0.000026612357,0.9542422,0.0060634525,0.00035873105,0.00027894552,0.00000952923],"about_ca_topic_score_codex":0.0043576667,"about_ca_topic_score_gemma":0.005016495,"teacher_disagreement_score":0.0043576667,"about_ca_system_score_codex":0.00025923707,"about_ca_system_score_gemma":0.00025161394,"threshold_uncertainty_score":0.008664608},"labels":[],"label_agreement":null},{"id":"W2319009665","doi":"10.1061/41130(369)268","title":"Assessment of Occupant Comfort in Wind-Sensitive Buildings Using a Six-Degree-of-Freedom Motion Simulator","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Tower; Motion (physics); Engineering; Simulation; Motion simulator; Computer science; Architectural engineering; Marine engineering; Structural engineering; Artificial intelligence","score_opus":0.018356216688991338,"score_gpt":0.2828922426045682,"score_spread":0.26453602591557684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319009665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912913,0.000018969022,0.008150461,0.0000071468517,0.0000021311087,0.000044459794,0.00004644174,0.00003682417,0.00040225204],"genre_scores_gemma":[0.993028,0.00003726405,0.0065264525,0.0000041445783,9.731032e-7,0.000027783208,0.00008652491,0.0000072602666,0.00028159903],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999723,0.00013573078,0.000018562312,0.000021376503,0.00007877904,0.000022463933],"domain_scores_gemma":[0.9996245,0.00019621591,0.00003318117,0.000036803875,0.000060251234,0.000049037797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006691336,0.00046897872,0.00031913695,0.00035420986,0.00017023756,0.00023543218,0.00031587837,0.000301253,0.0006461621],"category_scores_gemma":[0.0011053018,0.0001676462,0.00027795092,0.00015052593,0.00020030337,0.0002507867,0.00039223785,0.0001937526,0.00010045379],"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":[0.0018723984,0.001135771,0.11284675,0.00036530738,0.0001363533,0.0008889364,0.0046256958,0.23494917,0.5644376,0.0009323661,0.0004455657,0.07736412],"study_design_scores_gemma":[0.00018736193,0.012025513,0.18482597,0.000043580258,0.00012374176,0.00064656016,0.002209028,0.6562626,0.14015329,0.0005098662,0.0028730035,0.00013952587],"about_ca_topic_score_codex":0.0015106471,"about_ca_topic_score_gemma":0.002930444,"teacher_disagreement_score":0.0015106471,"about_ca_system_score_codex":0.00015888222,"about_ca_system_score_gemma":0.00017471702,"threshold_uncertainty_score":0.0035387874},"labels":[],"label_agreement":null},{"id":"W2319339573","doi":"10.1061/9780784412367.106","title":"Numerical Simulation of Wind Loading on Photovoltaic Panels","year":2012,"lang":"en","type":"article","venue":"Structures Congress 2012","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Mechanics; Turbulence; Boundary layer; Reynolds number; Inlet; Computational fluid dynamics; Photovoltaic system; Planetary boundary layer; Wind speed; Physics; Meteorology; Environmental science; Aerospace engineering; Engineering; Mechanical engineering; Electrical engineering","score_opus":0.018573323154667355,"score_gpt":0.26426603042740554,"score_spread":0.24569270727273818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319339573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979091,0.0000896812,0.012544787,0.00009323022,0.00004462463,0.000025131178,0.00023081612,0.00015916237,0.0077215894],"genre_scores_gemma":[0.9962676,0.000048160724,0.002557131,0.000012049175,0.0000058341625,0.000021353651,0.00010155325,0.0000141122455,0.00097218895],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998982,0.000018018609,0.000005725742,0.000012779287,0.000032193282,0.00003306275],"domain_scores_gemma":[0.99979275,0.00008656486,0.000030062934,0.00001962324,0.00003809281,0.000032908374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012975685,0.00035257707,0.00047509515,0.00031373187,0.0005721113,0.00047578447,0.00041285733,0.00077156816,0.00165591],"category_scores_gemma":[0.0005365768,0.00023623354,0.00039869567,0.0003281926,0.00045192498,0.0003597032,0.00036711327,0.00034021196,0.0001818816],"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":[0.00004432681,0.00003713094,0.0021344423,0.000022713946,0.000013231945,0.00022490713,0.00004241056,0.9896487,0.005181203,0.00041887193,0.00014491296,0.0020870892],"study_design_scores_gemma":[0.000006475215,0.000025773003,0.001064232,0.0000027469946,0.0000023420225,0.000014749057,0.000027920943,0.9977016,0.00093799643,0.00010982935,0.00010165326,0.00000473181],"about_ca_topic_score_codex":0.0061815404,"about_ca_topic_score_gemma":0.0036101337,"teacher_disagreement_score":0.0061815404,"about_ca_system_score_codex":0.00033842583,"about_ca_system_score_gemma":0.0003993882,"threshold_uncertainty_score":0.012291133},"labels":[],"label_agreement":null},{"id":"W2319715300","doi":"10.1061/40492(2000)93","title":"Studies to Correlate Actual and Expected Behavior of Tall Buildings Under Wind Action","year":2000,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Western University","funders":"","keywords":"Serviceability (structure); Wind engineering; Aerodynamics; Limiting; Structural engineering; Engineering design process; Stiffness; Design process; Cladding (metalworking); Computer science; Engineering; Reliability engineering; Work in process; Mechanical engineering; Aerospace engineering","score_opus":0.027689295190113483,"score_gpt":0.2795808922959923,"score_spread":0.25189159710587883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319715300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705125,0.000052958796,0.009864032,0.00000968552,0.000008453745,0.00004502444,0.0004139208,0.00008733087,0.0024673783],"genre_scores_gemma":[0.9956909,0.00006111534,0.0033003704,0.0000047385415,0.0000027499846,0.000025308558,0.000520979,0.000019389463,0.00037451574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938035,0.00012451349,0.00006014559,0.00011212333,0.00026164102,0.00006124197],"domain_scores_gemma":[0.9965964,0.0014247597,0.00054959307,0.00040784193,0.000907899,0.00011349338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085839094,0.00023006582,0.00017714348,0.00073254557,0.00039643177,0.00044647855,0.00029006568,0.00029744304,0.0015561819],"category_scores_gemma":[0.004730019,0.00016293359,0.00016563192,0.0006139931,0.00032926255,0.00059871445,0.00021556493,0.00026687325,0.0003820988],"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":[0.000713143,0.000804329,0.7210204,0.00051387586,0.00015386665,0.0004395061,0.0029500646,0.084253095,0.11106944,0.0026502705,0.0010301544,0.074401796],"study_design_scores_gemma":[0.000017440894,0.0024028576,0.8764864,0.000060821378,0.000060208833,0.0007414487,0.0024994689,0.06371402,0.048679464,0.0008310673,0.0044130646,0.00009362405],"about_ca_topic_score_codex":0.001817206,"about_ca_topic_score_gemma":0.005675314,"teacher_disagreement_score":0.001817206,"about_ca_system_score_codex":0.00024610962,"about_ca_system_score_gemma":0.00017754237,"threshold_uncertainty_score":0.005205989},"labels":[],"label_agreement":null},{"id":"W2319751567","doi":"10.1061/9780784412626.037","title":"Wind Engineering of the Shanghai Center Tower","year":2012,"lang":"en","type":"article","venue":"","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Tower; Wind engineering; Typhoon; Engineering; Situated; Aeroelasticity; Structural engineering; Work (physics); Wind speed; Computer science; Meteorology; Aerospace engineering; Mechanical engineering; Aerodynamics","score_opus":0.007320641987953984,"score_gpt":0.18627275990187694,"score_spread":0.17895211791392296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319751567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84436077,0.0022636703,0.037468,0.00048840564,0.00027603525,0.00013445214,0.0006057555,0.00035604535,0.11404675],"genre_scores_gemma":[0.9551774,0.0008528785,0.008553063,0.000036436202,0.000031801264,0.00002501214,0.0003792766,0.00004110933,0.034903064],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987185,0.000013000992,0.0000037655275,0.00001359328,0.00006657018,0.000031110998],"domain_scores_gemma":[0.99989796,0.000006503242,0.0000046274063,0.0000067633596,0.00006146448,0.000022655162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022310409,0.00037361926,0.00018390027,0.0006158122,0.00091546855,0.0006890101,0.00016613999,0.00017901226,0.0038360443],"category_scores_gemma":[0.000108797896,0.00019585837,0.00021464098,0.00059307157,0.0002268071,0.00019903618,0.00021561056,0.00019972971,0.0007141519],"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":[0.0007259829,0.00023459576,0.10462133,0.0008231816,0.000060177048,0.008551143,0.0022780702,0.12526636,0.3889483,0.03235693,0.044346184,0.29178774],"study_design_scores_gemma":[0.0002173473,0.0027192289,0.37669125,0.00019670666,0.00012579517,0.0024461253,0.002585553,0.22862963,0.13309276,0.0057653375,0.24736482,0.00016553639],"about_ca_topic_score_codex":0.03146868,"about_ca_topic_score_gemma":0.086815596,"teacher_disagreement_score":0.03146868,"about_ca_system_score_codex":0.0008553112,"about_ca_system_score_gemma":0.0013879278,"threshold_uncertainty_score":0.06257105},"labels":[],"label_agreement":null},{"id":"W2320123106","doi":"10.2514/6.2000-1912","title":"Galerkin spectral element method for fan tone radiation computations","year":2000,"lang":"en","type":"article","venue":"6th Aeroacoustics Conference and Exhibit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computation; Galerkin method; Tone (literature); Radiation; Finite element method; Physics; Element (criminal law); Computer science; Acoustics; Optics; Algorithm","score_opus":0.01774306965864628,"score_gpt":0.2765669437269931,"score_spread":0.2588238740683468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320123106","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":[0.008179522,0.00004619901,0.98929775,0.000034606637,0.000020329084,0.0000124920825,0.000021449547,0.00023935534,0.0021482545],"genre_scores_gemma":[0.3441226,0.00020082638,0.6410234,0.0000813951,0.000049241527,0.00019727554,0.00017786311,0.00052546035,0.01362193],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998307,0.00006432266,0.0000057256943,0.000014887311,0.00006997431,0.000014316223],"domain_scores_gemma":[0.99948335,0.00033100214,0.000022945422,0.0000398174,0.000105344705,0.000017504268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038143786,0.0005553179,0.0005609912,0.00039004907,0.0003716369,0.00049642404,0.00077509176,0.0008202009,0.004329746],"category_scores_gemma":[0.0012195109,0.0003448777,0.00029920042,0.0003964478,0.00043278493,0.00060878455,0.0006219053,0.0008828944,0.0010956743],"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":[0.00014034574,0.00014582643,0.00044548773,0.000118823176,0.000026042317,0.00007417011,0.00017144986,0.8210276,0.01601045,0.024893688,0.0019180776,0.13502803],"study_design_scores_gemma":[0.0000042555953,0.000008901751,0.000031859065,0.0000034967802,0.0000015115746,0.00000810546,0.000008513362,0.9961455,0.0011929434,0.0016505591,0.00094197004,0.0000023151906],"about_ca_topic_score_codex":0.001351637,"about_ca_topic_score_gemma":0.0018113616,"teacher_disagreement_score":0.004329746,"about_ca_system_score_codex":0.00020517193,"about_ca_system_score_gemma":0.00045766917,"threshold_uncertainty_score":0.0144844055},"labels":[],"label_agreement":null},{"id":"W2321119082","doi":"10.1061/9780784412626.039","title":"Wind Turbulence and Load Sharing Effects on Ballasted Roof-Top Solar Arrays","year":2012,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Roof; Ballast; Wind engineering; Structural engineering; Aerodynamics; Enclosure; Stiffness; Marine engineering; Wind tunnel; Engineering; Lift (data mining); Environmental science; Aerospace engineering; Computer science; Electrical engineering","score_opus":0.008485269818111261,"score_gpt":0.2079903742516781,"score_spread":0.19950510443356684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321119082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965245,0.000024691595,0.0022766017,0.000015769288,0.000006025196,0.00000707889,0.000038352628,0.00005228906,0.0010546752],"genre_scores_gemma":[0.9996215,0.000011057695,0.00019290067,0.000002778013,0.0000011175439,0.0000017636986,0.000014603842,0.0000053085105,0.00014907403],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99968266,0.000071126604,0.000020801608,0.00003710718,0.000111615096,0.000076572695],"domain_scores_gemma":[0.99855655,0.00080231705,0.00019150673,0.00014722873,0.00022358827,0.00007881171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003591575,0.00032245403,0.00042114593,0.00039788216,0.00059835275,0.0004935281,0.00027743253,0.00034496578,0.0014434871],"category_scores_gemma":[0.0012232035,0.0002460519,0.0003299007,0.00043479187,0.00080126926,0.0005816912,0.0004299429,0.0003250699,0.00018906244],"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":[0.0020295186,0.00043292783,0.061761085,0.00016183841,0.00005187848,0.0026574498,0.00072008005,0.56188846,0.3408803,0.0012071425,0.000460273,0.027749075],"study_design_scores_gemma":[0.000085791435,0.0019704178,0.15784115,0.000032351993,0.000076303964,0.0004958723,0.0013411945,0.65825903,0.17851064,0.00064657535,0.0006160511,0.00012468136],"about_ca_topic_score_codex":0.0040480485,"about_ca_topic_score_gemma":0.0049943468,"teacher_disagreement_score":0.0040480485,"about_ca_system_score_codex":0.00033628626,"about_ca_system_score_gemma":0.00019589778,"threshold_uncertainty_score":0.008048952},"labels":[],"label_agreement":null},{"id":"W2321240445","doi":"10.2514/6.2004-832","title":"Nacelle Thermal Analysis of Wind Turbines Operating in Nordic Climate","year":2004,"lang":"en","type":"article","venue":"42nd AIAA Aerospace Sciences Meeting and Exhibit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Natural Resources Limited","keywords":"Nacelle; Wind power; Environmental science; Meteorology; Marine engineering; Aerospace engineering; Turbine; Engineering; Electrical engineering; Geography","score_opus":0.009278776739823982,"score_gpt":0.23074712694497995,"score_spread":0.22146835020515598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321240445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844758,0.00010142375,0.004713866,0.000047409587,0.000015411793,0.000008898293,0.00009523682,0.000053244486,0.010488703],"genre_scores_gemma":[0.9983125,0.000026461852,0.00031865053,0.000005213058,0.0000024789256,0.0000036916442,0.000047202557,0.000011610288,0.0012721801],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999291,0.000013207516,0.0000018859869,0.000010456936,0.000024353763,0.000021092852],"domain_scores_gemma":[0.99986064,0.000060233288,0.000011694387,0.000009857149,0.00004742414,0.000010110306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013971345,0.0002115208,0.0002933552,0.00026317156,0.00039895214,0.000305623,0.00025740298,0.000417847,0.0012094582],"category_scores_gemma":[0.00042313425,0.00016806296,0.00027994768,0.0002268698,0.0003059606,0.00029519794,0.00019173637,0.00025141225,0.00019658054],"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":[0.00012782722,0.0000320966,0.004796119,0.000022931581,0.000014476373,0.00018726755,0.00006073892,0.9812789,0.009028444,0.0006922226,0.00034164585,0.003417311],"study_design_scores_gemma":[0.0000078826715,0.00005736317,0.02122809,0.0000034889792,0.000007564659,0.000042419102,0.000109506735,0.97627765,0.0016070104,0.00028399928,0.00036361927,0.000011436388],"about_ca_topic_score_codex":0.012690082,"about_ca_topic_score_gemma":0.017103873,"teacher_disagreement_score":0.012690082,"about_ca_system_score_codex":0.00033709707,"about_ca_system_score_gemma":0.00028721313,"threshold_uncertainty_score":0.025232434},"labels":[],"label_agreement":null},{"id":"W2321461620","doi":"10.2514/6.2013-2507","title":"Far-Field Drag Decomposition Method Applied to the DPW-5 Test Case Results","year":2013,"lang":"en","type":"article","venue":"31st AIAA Applied Aerodynamics Conference","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Drag; Decomposition; Field (mathematics); Test (biology); Computer science; Mechanics; Mathematics; Physics; Geology; Chemistry","score_opus":0.009843897004406,"score_gpt":0.24536491589127754,"score_spread":0.23552101888687155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321461620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88989514,0.00010059089,0.080003336,0.00016322204,0.00009945121,0.0003142232,0.003010997,0.0014086737,0.02500437],"genre_scores_gemma":[0.9619224,0.00004209394,0.033087626,0.000014456993,0.000008498966,0.00014596646,0.0014848267,0.0001325382,0.0031615803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961287,0.00007533996,0.000023913246,0.000041733805,0.00017862285,0.00006750443],"domain_scores_gemma":[0.99948114,0.00013599798,0.000030531115,0.00007863734,0.00023223893,0.000041553452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060013705,0.0007006029,0.00062719255,0.0012911938,0.0005881335,0.0007165747,0.00082322565,0.0008205719,0.0054535745],"category_scores_gemma":[0.0013468144,0.00023009522,0.0005667817,0.0008615359,0.00034407346,0.00032910187,0.00046393837,0.0005969082,0.00073587993],"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":[0.0003423894,0.000559775,0.011617334,0.00019818946,0.00003667591,0.000884875,0.00013579118,0.88757634,0.025551908,0.0029822427,0.0054504625,0.06466405],"study_design_scores_gemma":[0.00002857687,0.000104576415,0.0045065624,0.000011268388,0.000007127687,0.000057840272,0.00007801153,0.98347235,0.00970109,0.00030853867,0.0017070133,0.00001713088],"about_ca_topic_score_codex":0.011228646,"about_ca_topic_score_gemma":0.007792081,"teacher_disagreement_score":0.011228646,"about_ca_system_score_codex":0.00047210456,"about_ca_system_score_gemma":0.00048866204,"threshold_uncertainty_score":0.022326589},"labels":[],"label_agreement":null},{"id":"W2322537914","doi":"10.1061/41130(369)194","title":"Wind and Snow Loads—An International Perspective","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Snow; Consistency (knowledge bases); Perspective (graphical); Presentation (obstetrics); Meteorology; Wind tunnel; Wind force; Wind power; Computer science; Engineering; Geography; Aerospace engineering; Artificial intelligence; Electrical engineering","score_opus":0.0068627455666638035,"score_gpt":0.24688501042506517,"score_spread":0.24002226485840136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322537914","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":[0.016709624,0.1370134,0.0060336106,0.07050352,0.0064995266,0.000024375735,0.00036656004,0.00005967407,0.7627898],"genre_scores_gemma":[0.44924688,0.36094904,0.010326801,0.012863311,0.010612678,0.000091205766,0.0006542542,0.00016883966,0.155087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994035,0.00019681378,0.000054335265,0.000089487046,0.00016127867,0.00009461474],"domain_scores_gemma":[0.9991518,0.00026042922,0.00009939236,0.00006365456,0.0003337736,0.00009100156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014097481,0.0005944712,0.0003509814,0.001591911,0.0013568166,0.003369798,0.00038769303,0.0014092945,0.009552793],"category_scores_gemma":[0.0013085633,0.00016991436,0.00031950287,0.0024560473,0.0019335735,0.004729278,0.0012194106,0.002880551,0.0012832474],"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":[0.00010953568,0.00019080874,0.006470749,0.00077092595,0.000034026707,0.00040991374,0.0029505852,0.0023343444,0.0012490478,0.6189635,0.0696624,0.2968542],"study_design_scores_gemma":[0.0000064422925,0.00013301868,0.0127224475,0.001280072,0.000027484297,0.00026884148,0.004879808,0.00043320283,0.00052948296,0.04177685,0.9379157,0.000026784635],"about_ca_topic_score_codex":0.0055735447,"about_ca_topic_score_gemma":0.00891501,"teacher_disagreement_score":0.009552793,"about_ca_system_score_codex":0.0010287655,"about_ca_system_score_gemma":0.0015988528,"threshold_uncertainty_score":0.03195733},"labels":[],"label_agreement":null},{"id":"W2322931414","doi":"10.1061/40492(2000)86","title":"Key Factors for Torsional Wind Response of Tall Buildings","year":2000,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Key (lock); Computer science; Architectural engineering; Marine engineering; Structural engineering; Engineering; Computer security","score_opus":0.010739150443917914,"score_gpt":0.22393276125833034,"score_spread":0.21319361081441243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322931414","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9157923,0.0010184235,0.06940687,0.00013944373,0.00005973397,0.00011743762,0.0003947943,0.0002687197,0.012802357],"genre_scores_gemma":[0.9976719,0.00018514383,0.0013504183,0.0000073924302,0.000012553883,0.000012372177,0.000080654885,0.000023037532,0.0006564006],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962974,0.00006423403,0.000021088208,0.00005259746,0.00015840566,0.0000739246],"domain_scores_gemma":[0.99884915,0.00051521894,0.00027744853,0.00006395547,0.0002203876,0.0000738456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034358058,0.0005238476,0.00030649107,0.00093658885,0.00033144795,0.000505771,0.00020590273,0.0003460901,0.0055093654],"category_scores_gemma":[0.0023145843,0.00022260538,0.00019161575,0.00050598127,0.00034955473,0.0004599833,0.00040344696,0.00028533424,0.00084043154],"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":[0.00073515205,0.00012689825,0.103759125,0.0006927583,0.00005061179,0.0020809444,0.0007359539,0.120145455,0.63899434,0.008489888,0.0013823028,0.12280667],"study_design_scores_gemma":[0.000043006476,0.00070184056,0.6605969,0.00014880404,0.0000929211,0.0024698486,0.0019381267,0.18739678,0.13332008,0.007446964,0.005592789,0.00025203807],"about_ca_topic_score_codex":0.0010419972,"about_ca_topic_score_gemma":0.0015321231,"teacher_disagreement_score":0.0055093654,"about_ca_system_score_codex":0.00021962165,"about_ca_system_score_gemma":0.00020760935,"threshold_uncertainty_score":0.01843071},"labels":[],"label_agreement":null},{"id":"W2322995244","doi":"10.1061/9780784412848.110","title":"Modelling the Roof-to-Wall Connections and Roof Failures in Residential, Wood-Frame Buildings under Realistic Wind Loads","year":2013,"lang":"en","type":"article","venue":"Structures Congress 2013","topic":"Wind and Air Flow Studies","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":"Western University","funders":"","keywords":"Roof; Structural engineering; Shear wall; Wind engineering; Full scale; Engineering","score_opus":0.011729670072919671,"score_gpt":0.226838165019502,"score_spread":0.21510849494658232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322995244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97773767,0.00003118374,0.020788983,0.0000150851665,0.0000051785382,0.00002355664,0.000071545895,0.00007695941,0.0012499456],"genre_scores_gemma":[0.9976451,0.000025480624,0.0016822139,0.0000019368551,0.0000012278368,0.000015343303,0.00003473945,0.000008216234,0.0005857183],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988186,0.00002611284,0.000006744456,0.000024479423,0.000030283221,0.000030407198],"domain_scores_gemma":[0.99981827,0.00008807852,0.00003306187,0.000018634393,0.00002502357,0.000016958104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025891795,0.00060074305,0.00038218987,0.00038878407,0.00041829873,0.00042694205,0.00063739135,0.001128554,0.0009854893],"category_scores_gemma":[0.0005502643,0.00040274105,0.00034899366,0.00022353312,0.0006046388,0.0005676226,0.00031856424,0.00029546148,0.0001830209],"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":[0.000017162854,0.000017925315,0.0022048599,0.000008585065,0.0000042039733,0.000067504225,0.000027496768,0.9935767,0.00265319,0.00017938612,0.000027116022,0.0012159225],"study_design_scores_gemma":[0.0000026615855,0.000024497389,0.0016369735,0.0000019227552,0.0000024855644,0.000010572138,0.000025845102,0.99736696,0.0007992063,0.00009131149,0.00003416942,0.0000034401917],"about_ca_topic_score_codex":0.016147954,"about_ca_topic_score_gemma":0.019299813,"teacher_disagreement_score":0.016147954,"about_ca_system_score_codex":0.00043886332,"about_ca_system_score_gemma":0.000536463,"threshold_uncertainty_score":0.03210789},"labels":[],"label_agreement":null},{"id":"W2323510137","doi":"10.2514/6.2010-4293","title":"Inviscid Spatial Linear Stability Analysis of Separated Shear Layers Based on Experimental Data","year":2010,"lang":"en","type":"article","venue":"40th Fluid Dynamics Conference and Exhibit","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":"University of Waterloo","funders":"","keywords":"Inviscid flow; Stability (learning theory); Curve fitting; Shear (geology); Mathematics; Optics; Mechanics; Statistics; Geology; Physics","score_opus":0.026711226073928084,"score_gpt":0.26793061040935146,"score_spread":0.24121938433542336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323510137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62902486,0.0002854302,0.36758736,0.00006909296,0.000029558314,0.00011028132,0.00027326975,0.0005419304,0.0020782033],"genre_scores_gemma":[0.9405527,0.00015409643,0.058443137,0.000008701762,0.0000038419744,0.0001000188,0.00022950712,0.00005489816,0.00045304076],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835277,0.0002770801,0.00013299294,0.00020291247,0.00095637824,0.00007794168],"domain_scores_gemma":[0.99399626,0.0027339535,0.0005907578,0.0007119792,0.0018846377,0.00008232308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003305984,0.0008795731,0.0004887,0.0014585478,0.0005449854,0.0008977807,0.00054918806,0.00031391767,0.0010727083],"category_scores_gemma":[0.009057155,0.0002724293,0.0005715463,0.0007499069,0.0006899024,0.0010684655,0.00081194367,0.0006268083,0.00033282756],"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":[0.001668195,0.0003681745,0.024859631,0.0006692577,0.00016238229,0.00020219597,0.00086204195,0.2651422,0.56757134,0.006243692,0.0004253773,0.13182548],"study_design_scores_gemma":[0.000022672548,0.00033759585,0.011574187,0.00004505596,0.000031071108,0.00007207301,0.00019379279,0.699603,0.28626233,0.0013337539,0.00045984655,0.00006464132],"about_ca_topic_score_codex":0.001958722,"about_ca_topic_score_gemma":0.0024827702,"teacher_disagreement_score":0.003305984,"about_ca_system_score_codex":0.000864105,"about_ca_system_score_gemma":0.00095109787,"threshold_uncertainty_score":0.01748395},"labels":[],"label_agreement":null},{"id":"W2323667439","doi":"10.1061/40700(2004)55","title":"Parametric Studies of Unbalanced Snow Loads on Arched Roofs","year":2004,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Roof; Parametric statistics; Snow; Building code; Structural engineering; Arch; Range (aeronautics); Finite element method; Flat roof; Geotechnical engineering; Engineering; Environmental science; Meteorology; Geography; Mathematics; Statistics","score_opus":0.03194681383528869,"score_gpt":0.28097046577528767,"score_spread":0.24902365193999898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323667439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99582577,0.000015174588,0.0025731318,0.000014259475,0.0000040153172,0.000008064799,0.0000689683,0.000021305357,0.0014694256],"genre_scores_gemma":[0.99936944,0.000012483178,0.00044691958,0.0000016023879,0.0000010556257,0.000004818007,0.000034527235,0.0000040018326,0.00012523762],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996376,0.00007637059,0.000020202428,0.000040969087,0.00010558587,0.00011916983],"domain_scores_gemma":[0.9988176,0.0007660145,0.0001367056,0.00013291155,0.00009117322,0.00005556924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004935135,0.00038681162,0.0004246941,0.0006665921,0.00040498172,0.00051020563,0.0004660964,0.0005242407,0.0011382478],"category_scores_gemma":[0.002008595,0.00027203633,0.00044930386,0.00045439342,0.0009676463,0.0004667346,0.0006316144,0.0003278655,0.00012579274],"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":[0.00025989118,0.00012744735,0.009907789,0.00007496546,0.000027810245,0.0005385666,0.00035188755,0.94989455,0.029380796,0.0016595279,0.0002411621,0.0075356257],"study_design_scores_gemma":[0.000022480299,0.00034516078,0.009678477,0.00001548472,0.000018898543,0.00011126757,0.0003137095,0.97399986,0.014389567,0.00070807565,0.00037216884,0.000024958239],"about_ca_topic_score_codex":0.0020973503,"about_ca_topic_score_gemma":0.0021195505,"teacher_disagreement_score":0.0020973503,"about_ca_system_score_codex":0.00029123842,"about_ca_system_score_gemma":0.00023665308,"threshold_uncertainty_score":0.0041702986},"labels":[],"label_agreement":null},{"id":"W2323749036","doi":"10.1061/9780784412367.072","title":"Interference and Influence of Nearby Buildings: A Discussion of the Design Approach","year":2012,"lang":"en","type":"article","venue":"Structures Congress 2012","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aeroelasticity; Aerodynamics; Context (archaeology); Wind tunnel; Wind engineering; Interference (communication); Computer science; Terrain; Building code; Architectural engineering; Engineering; Structural engineering; Aerospace engineering; Telecommunications; Geology","score_opus":0.012862664506483911,"score_gpt":0.22667981586550365,"score_spread":0.21381715135901974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323749036","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008467463,0.003151688,0.90289426,0.0014777315,0.00044271103,0.00024785902,0.00005807748,0.00022363088,0.08303656],"genre_scores_gemma":[0.27527553,0.009864108,0.62293375,0.0015249524,0.0011487919,0.0015709981,0.00019546159,0.00058253127,0.08690388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959565,0.0019036043,0.00015556697,0.00030724224,0.0014909661,0.00018611865],"domain_scores_gemma":[0.9980673,0.0010560843,0.00015075164,0.00020022056,0.00043668406,0.000088963156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029005364,0.0015949156,0.0010121034,0.0014069879,0.0016242872,0.0039403806,0.0034898974,0.0027055896,0.009069935],"category_scores_gemma":[0.0042818035,0.0010244104,0.001716028,0.0010912992,0.0028191295,0.002232216,0.002938086,0.001672165,0.0038083112],"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":[0.00013500574,0.00025910523,0.008915715,0.0014519994,0.00010599713,0.0028075452,0.0020353291,0.20967835,0.01734995,0.46853828,0.011517435,0.2772052],"study_design_scores_gemma":[0.00003989829,0.0014405354,0.0071387887,0.0007340151,0.00023106745,0.0043524075,0.002399073,0.32023093,0.009526097,0.1524322,0.5012612,0.0002137744],"about_ca_topic_score_codex":0.00295907,"about_ca_topic_score_gemma":0.005274299,"teacher_disagreement_score":0.009069935,"about_ca_system_score_codex":0.0017252334,"about_ca_system_score_gemma":0.0013339065,"threshold_uncertainty_score":0.030341983},"labels":[],"label_agreement":null},{"id":"W2324811470","doi":"10.2514/6.2003-1098","title":"Aerodynamic Solutions for Finite-span Wings of Arbitrary Shapes","year":2003,"lang":"en","type":"article","venue":"41st Aerospace Sciences Meeting and Exhibit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Aerodynamics; Span (engineering); Finite element method; Computer science; Structural engineering; Aerospace engineering; Engineering","score_opus":0.026722626137208882,"score_gpt":0.23339057110498682,"score_spread":0.20666794496777793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324811470","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":[0.033514928,0.00018840253,0.9599271,0.000069261056,0.000035752368,0.000018973944,0.000022920647,0.000080658676,0.0061420905],"genre_scores_gemma":[0.5718869,0.00077778194,0.41332865,0.00008171418,0.00009153151,0.00018417857,0.00014361281,0.00013225879,0.013373356],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989414,0.000022286598,0.0000047902813,0.000011419207,0.00005694492,0.000010422085],"domain_scores_gemma":[0.99977475,0.000099228375,0.00002811559,0.000028336615,0.00005933034,0.00001020448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028996533,0.00032542838,0.0002685028,0.00033505325,0.00026793612,0.00032515085,0.0005352946,0.0007330907,0.0013541701],"category_scores_gemma":[0.001176548,0.00018381455,0.0005289052,0.00016183966,0.0005435619,0.00056766754,0.00045614087,0.0005914907,0.00043089644],"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":[0.00003743301,0.000029955145,0.0007866217,0.00014565603,0.000016799995,0.00037223383,0.00030982913,0.74980676,0.03710353,0.15223336,0.0010631802,0.058094632],"study_design_scores_gemma":[0.000007175341,0.000015424053,0.00016130491,0.000012363873,0.0000020946395,0.00011620462,0.00003117611,0.9821669,0.0023869246,0.012619036,0.0024747762,0.000006584312],"about_ca_topic_score_codex":0.00039842687,"about_ca_topic_score_gemma":0.0004812773,"teacher_disagreement_score":0.0013541701,"about_ca_system_score_codex":0.00017699777,"about_ca_system_score_gemma":0.0002222582,"threshold_uncertainty_score":0.004530132},"labels":[],"label_agreement":null},{"id":"W2326248235","doi":"10.1097/hp.0000000000000115","title":"Design of a Hybrid Computational Fluid Dynamics–Monte Carlo Radiation Transport Methodology for Radioactive Particulate Resuspension Studies","year":2014,"lang":"en","type":"article","venue":"Health Physics","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":"Ontario Tech University","funders":"","keywords":"Monte Carlo method; Computational fluid dynamics; Fluent; Particulates; Environmental science; Mechanics; Physics; Chemistry","score_opus":0.09146123919558229,"score_gpt":0.3441084336529406,"score_spread":0.2526471944573583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326248235","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":[0.019976951,0.00011833045,0.97573084,0.00011829288,0.000052457315,0.00032970475,0.00008977902,0.00047160557,0.0031120284],"genre_scores_gemma":[0.3364404,0.0002653314,0.657712,0.00013038912,0.0000496789,0.0017657302,0.0002922117,0.00023221674,0.003112086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996222,0.00011975324,0.000023274193,0.00006291972,0.00012356616,0.000048241207],"domain_scores_gemma":[0.9992374,0.00035045564,0.000088024746,0.000046633635,0.00021948686,0.000057924255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012359935,0.0010026509,0.000986347,0.00087207375,0.0009692343,0.001122261,0.0021071495,0.0020985852,0.0032196122],"category_scores_gemma":[0.001983535,0.0008460327,0.0010945116,0.0005725954,0.0007019493,0.0006501442,0.0012090978,0.0011231069,0.0006239729],"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":[0.000031653413,0.00007178377,0.0007106539,0.000043608703,0.000021487884,0.000059714926,0.000030926414,0.9835541,0.0026428632,0.0038237588,0.00019024931,0.008819225],"study_design_scores_gemma":[0.0000059890326,0.000014426489,0.00003476245,0.0000035705373,0.0000030144688,0.0000047318267,0.0000042544975,0.9989371,0.0003791394,0.00027987146,0.00032889695,0.0000042483507],"about_ca_topic_score_codex":0.010366136,"about_ca_topic_score_gemma":0.007400471,"teacher_disagreement_score":0.010366136,"about_ca_system_score_codex":0.0011576936,"about_ca_system_score_gemma":0.0027324439,"threshold_uncertainty_score":0.020611584},"labels":[],"label_agreement":null},{"id":"W2326541033","doi":"10.2514/6.2010-828","title":"Development of an Empirical Obstacle Wake Model for Small Wind Turbine Micrositing","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","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":false,"ca_institutions":"University of Guelph","funders":"Ontario Centres of Excellence; University of Guelph","keywords":"Wake; Obstacle; Turbine; Wind power; Marine engineering; Computer science; Aerospace engineering; Environmental science; Meteorology; Engineering; Physics; Electrical engineering; Geography","score_opus":0.03428090382244564,"score_gpt":0.2870601494979141,"score_spread":0.25277924567546844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326541033","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":[0.41353408,0.00019953921,0.5799535,0.00019263777,0.000059128477,0.00010690999,0.00018345777,0.00055325846,0.0052175676],"genre_scores_gemma":[0.9724153,0.00010132832,0.024234213,0.000024001778,0.000010351656,0.00010311549,0.0001527899,0.000040017065,0.0029189098],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995124,0.00000716546,0.0000032552182,0.000013800303,0.000015708343,0.000008862552],"domain_scores_gemma":[0.99989545,0.000039231065,0.000016766016,0.000008083467,0.0000327982,0.000007664982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001780165,0.0003076753,0.00027830253,0.00016839341,0.00019102287,0.00031118584,0.0006237297,0.0004975643,0.0006118151],"category_scores_gemma":[0.0003585901,0.00024407358,0.0003138414,0.00010001592,0.00024145115,0.00046958934,0.00031891948,0.0005192227,0.0001644802],"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":[0.000010848837,0.000017009686,0.00058877125,0.000008254367,0.000003949867,0.000026476595,0.000011324941,0.9941948,0.0016689402,0.00029486133,0.00006451505,0.0031102928],"study_design_scores_gemma":[7.930712e-7,0.000004294513,0.00009807263,6.0033045e-7,6.166774e-7,0.0000018373912,0.0000015003673,0.9996158,0.0001775573,0.0000384014,0.00005943104,0.0000010222936],"about_ca_topic_score_codex":0.00734234,"about_ca_topic_score_gemma":0.0069746296,"teacher_disagreement_score":0.00734234,"about_ca_system_score_codex":0.0003748453,"about_ca_system_score_gemma":0.00058258587,"threshold_uncertainty_score":0.014599204},"labels":[],"label_agreement":null},{"id":"W2326742412","doi":"10.1061/41031(341)316","title":"Wind Loads on Patio Covers","year":2009,"lang":"en","type":"article","venue":"Structures Congress 2009","topic":"Wind and Air Flow Studies","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":"Concordia University","funders":"","keywords":"Roof; Cover (algebra); Engineering; Architectural engineering; Forensic engineering; Civil engineering; Mechanical engineering","score_opus":0.00679579229525544,"score_gpt":0.22513700871022843,"score_spread":0.218341216414973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326742412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99549675,0.000013424932,0.00039474465,0.000005510853,0.000006341447,0.0000098154105,0.00009701053,0.000017351447,0.0039591473],"genre_scores_gemma":[0.9987343,0.000025304313,0.00020719529,0.0000037369523,0.0000017634143,0.000007744895,0.00015965587,0.000006260038,0.000854028],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996933,0.000027721002,0.000014642364,0.000054901044,0.00014027175,0.00006915472],"domain_scores_gemma":[0.99974626,0.00006105802,0.000038597384,0.000050700044,0.00005860888,0.000044760898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014549585,0.0005009121,0.0004111483,0.0006522441,0.00062448013,0.0007220918,0.00044281158,0.00042310116,0.0036150254],"category_scores_gemma":[0.0005907155,0.00029181654,0.00051433383,0.000577867,0.0006305303,0.00054331403,0.00078356493,0.00028536853,0.00063732],"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":[0.0031014516,0.000959502,0.2042746,0.0005173159,0.00020778707,0.0069385394,0.0023003477,0.36626306,0.3223709,0.003702353,0.0015912288,0.08777291],"study_design_scores_gemma":[0.00016031502,0.0043751854,0.662619,0.0001493088,0.00023111576,0.0011101462,0.004615661,0.24096933,0.07584635,0.001437282,0.008285833,0.00020054575],"about_ca_topic_score_codex":0.0033280032,"about_ca_topic_score_gemma":0.005764757,"teacher_disagreement_score":0.0036150254,"about_ca_system_score_codex":0.00022489703,"about_ca_system_score_gemma":0.00021815822,"threshold_uncertainty_score":0.012093425},"labels":[],"label_agreement":null},{"id":"W2326765874","doi":"10.2514/6.2012-3218","title":"Optimum Signature Shaping for Low Sonic Boom","year":2012,"lang":"en","type":"article","venue":"30th AIAA Applied Aerodynamics Conference","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"Pennsylvania State University; National Aeronautics and Space Administration","keywords":"Sonic boom; Signature (topology); Loudness; Minification; Boom; Rounding; Shock (circulatory); Computer science; Mathematical optimization; Mathematics; Mechanics; Engineering; Physics; Geometry; Computer vision","score_opus":0.018259075374686885,"score_gpt":0.2293543252237754,"score_spread":0.21109524984908853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326765874","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":[0.13396508,0.00024576765,0.83414346,0.0002938445,0.00008939003,0.000114185146,0.00010390539,0.0009849304,0.030059433],"genre_scores_gemma":[0.8050585,0.000125935,0.18869425,0.00011111257,0.00002371171,0.000072614384,0.000108826156,0.00027366568,0.005531402],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997135,0.00004918591,0.000010188316,0.000030791147,0.00014871157,0.000047623722],"domain_scores_gemma":[0.99971503,0.000098508055,0.00003553318,0.000028215736,0.00010213651,0.000020600908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003553617,0.00047572594,0.00042523874,0.00041601178,0.00044282444,0.0007371862,0.00042733358,0.0006819064,0.003886263],"category_scores_gemma":[0.0014334496,0.0003632128,0.00038388584,0.00028634613,0.0004293462,0.00038074944,0.0005918175,0.00048359478,0.0012432033],"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":[0.00068511465,0.00012171055,0.001603069,0.0003222222,0.00003912859,0.00021223984,0.00026671562,0.39362204,0.4081567,0.032706533,0.0034734348,0.15879115],"study_design_scores_gemma":[0.00007153033,0.00038442618,0.0011550424,0.000049278915,0.000026889444,0.00016806656,0.00010308495,0.8146803,0.16766068,0.007416276,0.0082156835,0.000068838155],"about_ca_topic_score_codex":0.0006744733,"about_ca_topic_score_gemma":0.001306417,"teacher_disagreement_score":0.003886263,"about_ca_system_score_codex":0.00054788985,"about_ca_system_score_gemma":0.00058401725,"threshold_uncertainty_score":0.013000786},"labels":[],"label_agreement":null},{"id":"W2327215975","doi":"10.1061/9780784412848.136","title":"Wind Loads on Solar Collectors and PV Panels on Roofs","year":2013,"lang":"en","type":"article","venue":"Structures Congress 2013","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Roof; Renewable energy; Photovoltaic system; Wind tunnel; Wind engineering; Solar energy; Wind power; Engineering; Photovoltaics; Marine engineering; Environmental science; Architectural engineering; Civil engineering; Structural engineering; Aerospace engineering; Electrical engineering","score_opus":0.008394443479136735,"score_gpt":0.2101667828278448,"score_spread":0.20177233934870806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327215975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988439,0.000010890123,0.00014603544,0.0000028687343,0.0000018858562,0.0000042358834,0.000038332684,0.0000101352825,0.00094177114],"genre_scores_gemma":[0.99895537,0.000027486336,0.00011401465,0.000003296217,0.000002396755,0.0000036476508,0.0001033171,0.0000055073,0.000785038],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997898,0.000027075055,0.0000057375178,0.00002156229,0.00007742975,0.00007837469],"domain_scores_gemma":[0.99970454,0.00010714753,0.000030588253,0.000025573434,0.00009144236,0.000040680017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015849393,0.0002154624,0.00025942078,0.00038323828,0.0005007672,0.00032561025,0.00018007144,0.00021792724,0.0029652468],"category_scores_gemma":[0.00046828613,0.00019585779,0.00022868541,0.00024949166,0.00032494072,0.0001793278,0.00023894505,0.00020260854,0.00040336733],"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":[0.0024592387,0.0005412862,0.18766052,0.00025395086,0.000100901256,0.0028979275,0.001551948,0.07667766,0.6624371,0.0008640309,0.0016901303,0.0628653],"study_design_scores_gemma":[0.00007461935,0.0015127173,0.8234961,0.0000424017,0.00005347879,0.0002714681,0.0014787262,0.023043819,0.14823562,0.00030692443,0.001450769,0.00003341126],"about_ca_topic_score_codex":0.007454156,"about_ca_topic_score_gemma":0.012182025,"teacher_disagreement_score":0.007454156,"about_ca_system_score_codex":0.00034003265,"about_ca_system_score_gemma":0.00020973466,"threshold_uncertainty_score":0.014821529},"labels":[],"label_agreement":null},{"id":"W2327825144","doi":"10.1115/fedsm-icnmm2010-30383","title":"Turbulence-Induced Vibration Analysis of an Open Curved Thin Shell","year":2010,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Polytechnique Montréal","funders":"","keywords":"Turbulence; Root mean square; Displacement (psychology); Mechanics; Cylinder; Shell (structure); Vibration; Boundary layer; Physics; Random vibration; Mean squared displacement; Mathematics; Mathematical analysis; Geometry; Materials science; Acoustics","score_opus":0.019319954593974013,"score_gpt":0.2700529929267181,"score_spread":0.2507330383327441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327825144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60754424,0.0001466948,0.38894716,0.00004552266,0.000022604527,0.000038570004,0.000074829324,0.00037003998,0.0028102766],"genre_scores_gemma":[0.97638625,0.00005595674,0.022214461,0.000005548346,0.0000024295814,0.000020189796,0.000053105392,0.000015814227,0.0012462452],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999572,0.0000062658323,0.000001996955,0.00000649277,0.00002313368,0.000004830804],"domain_scores_gemma":[0.99992466,0.000028600214,0.000012750022,0.000008144813,0.00001886602,0.0000070312517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001326075,0.00030437845,0.00019503226,0.0002471478,0.00015416185,0.00015138279,0.00028113148,0.00024409012,0.0005783844],"category_scores_gemma":[0.00028759317,0.00011836678,0.00031064783,0.00011998146,0.00025877013,0.00013819872,0.00016198895,0.00012380567,0.000113649345],"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":[0.00009627469,0.000030541447,0.0031616155,0.00007300218,0.000025667068,0.00026793045,0.000093388575,0.7985733,0.16786619,0.0037122266,0.00015135581,0.025948497],"study_design_scores_gemma":[0.000003604474,0.00004857782,0.0016717836,0.0000034149655,0.0000034570953,0.00002927661,0.0000095278565,0.9932197,0.0044980175,0.00035540227,0.00015051097,0.0000067278816],"about_ca_topic_score_codex":0.001734337,"about_ca_topic_score_gemma":0.0012595874,"teacher_disagreement_score":0.001734337,"about_ca_system_score_codex":0.0001654004,"about_ca_system_score_gemma":0.00025063442,"threshold_uncertainty_score":0.0034484267},"labels":[],"label_agreement":null},{"id":"W2329163461","doi":"10.1115/fedsm2003-45518","title":"Flow Over Model Buildings With Sloped Roofs","year":2003,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Université de Moncton","funders":"","keywords":"Reynolds number; Turbulence; Flow (mathematics); Roof; Particle image velocimetry; Flat roof; Obstacle; Vortex; Geology; Boundary layer; Mechanics; Geometry; Structural engineering; Engineering; Physics; Geography; Mathematics","score_opus":0.007673377480030367,"score_gpt":0.19674496485575604,"score_spread":0.18907158737572569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329163461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829525,0.000023239172,0.0011112974,0.000009207172,0.000005515946,0.000015175182,0.00015447658,0.000046710902,0.00033913055],"genre_scores_gemma":[0.9977189,0.000048677444,0.001528982,0.0000051101338,0.0000025121017,0.000014987469,0.00036154178,0.0000085528545,0.00031074206],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998417,0.000015032912,0.000008952846,0.000057541813,0.000030824594,0.00004591555],"domain_scores_gemma":[0.9998362,0.000039048162,0.000030148482,0.000028098768,0.00002695301,0.000039571496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015816421,0.00056930416,0.0005709627,0.0005447914,0.0004813665,0.00091677083,0.00037381685,0.0006213564,0.0010706374],"category_scores_gemma":[0.0002835047,0.00020267598,0.0005620222,0.000514566,0.00064836367,0.00028229234,0.00040426545,0.00032740884,0.00016649142],"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":[0.0009424581,0.0005639653,0.030725857,0.0001684629,0.00008635579,0.0009181251,0.0005777784,0.69739527,0.25771758,0.0018564076,0.0003134155,0.008734328],"study_design_scores_gemma":[0.00016955407,0.0013675909,0.055103693,0.000045472727,0.00010637728,0.00017469072,0.0006885682,0.88408995,0.056829955,0.00058252126,0.00075274013,0.000088937086],"about_ca_topic_score_codex":0.0075905453,"about_ca_topic_score_gemma":0.0037741186,"teacher_disagreement_score":0.0075905453,"about_ca_system_score_codex":0.00059348467,"about_ca_system_score_gemma":0.0007357432,"threshold_uncertainty_score":0.0150927305},"labels":[],"label_agreement":null},{"id":"W2329299321","doi":"10.2514/6.2000-3466","title":"Three-dimensional CFD analysis of a gas turbine combustor","year":2000,"lang":"en","type":"article","venue":"36th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Combustor; Computational fluid dynamics; Gas turbines; Computer science; Mechanical engineering; Combustion; Aerospace engineering; Engineering; Chemistry","score_opus":0.02000124411258437,"score_gpt":0.22403287906506872,"score_spread":0.20403163495248436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329299321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8753803,0.00056128955,0.074005164,0.00062723894,0.00022542475,0.00012321443,0.0005638517,0.0013681983,0.047145415],"genre_scores_gemma":[0.99050015,0.00010890835,0.004892018,0.000058168323,0.00002061384,0.00002786957,0.00016109386,0.000069871785,0.004161214],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998658,0.000020057993,0.0000072974985,0.000017518114,0.000064183856,0.000025221922],"domain_scores_gemma":[0.9997328,0.00012612039,0.0000226152,0.000023715222,0.000058363956,0.00003626874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016747492,0.00040550806,0.0005913337,0.00049814826,0.0011245721,0.0010639562,0.0006174036,0.0013281273,0.003657453],"category_scores_gemma":[0.0006508494,0.00040517343,0.0007582346,0.00030809714,0.0010799139,0.0005137552,0.00050358346,0.0005159142,0.00045870955],"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":[0.00022759406,0.00010317848,0.002682898,0.000056665613,0.00003141159,0.00064419553,0.00013797605,0.9681083,0.016581163,0.0033781352,0.0008270025,0.00722149],"study_design_scores_gemma":[0.000015479653,0.00002472512,0.0018940999,0.0000050189124,0.000006467043,0.000050505325,0.000029217645,0.9952259,0.0018946833,0.0003183468,0.0005201768,0.00001533289],"about_ca_topic_score_codex":0.015962897,"about_ca_topic_score_gemma":0.007672236,"teacher_disagreement_score":0.015962897,"about_ca_system_score_codex":0.000892326,"about_ca_system_score_gemma":0.0010919559,"threshold_uncertainty_score":0.03173995},"labels":[],"label_agreement":null},{"id":"W2329996253","doi":"10.1061/41002(328)32","title":"Impact of Fastener-Deck Attachment on the Wind Uplift Resistance of Mechanically Attached Roofing Systems","year":2008,"lang":"en","type":"article","venue":"","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":"National Research Council Canada","funders":"","keywords":"Fastener; Roof; Structural engineering; Deck; Mars Exploration Program; Wind engineering; Wind tunnel; Engineering; Geotechnical engineering; Wind speed; Geology; Aerospace engineering; Astrobiology","score_opus":0.027878689711872982,"score_gpt":0.2603126315908881,"score_spread":0.2324339418790151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329996253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99948174,0.000036482663,0.00031018635,0.0000021236062,0.0000026196094,0.0000047810136,0.000027975882,0.000013939528,0.00012019472],"genre_scores_gemma":[0.9991961,0.00002729876,0.00043688348,0.000003438215,0.0000010724254,0.0000032933192,0.00007291815,0.000008674779,0.0002502889],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991524,0.00017183497,0.00008714029,0.00014221904,0.00030542817,0.00014095707],"domain_scores_gemma":[0.9983039,0.0005608011,0.00035238688,0.00025681543,0.00040583333,0.0001202387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000997984,0.00061319245,0.0005994273,0.0007025272,0.0005111117,0.00066316815,0.00040960766,0.0005459717,0.0019312515],"category_scores_gemma":[0.0027992441,0.00037317755,0.00042651675,0.00034464154,0.00035702763,0.00049181934,0.00053428044,0.00035615178,0.0004518698],"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":[0.0025539026,0.00021072038,0.03513042,0.00031174783,0.00009384671,0.0010519254,0.00041029003,0.01989156,0.9167601,0.000101305115,0.00012403891,0.023360113],"study_design_scores_gemma":[0.00006572148,0.0071715578,0.19452578,0.000038673115,0.00021792926,0.00067787955,0.0006246861,0.013053131,0.78202516,0.000057985457,0.0014903219,0.000051110674],"about_ca_topic_score_codex":0.00083923276,"about_ca_topic_score_gemma":0.00141381,"teacher_disagreement_score":0.0019312515,"about_ca_system_score_codex":0.00023492923,"about_ca_system_score_gemma":0.00012276726,"threshold_uncertainty_score":0.0064606667},"labels":[],"label_agreement":null},{"id":"W2330051441","doi":"10.1061/40492(2000)83","title":"Wind-Induced Torsional Loads and Responses of Buildings","year":2000,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Structural engineering; Wind engineering; Aerodynamics; Wind force; Torsion (gastropod); Torque; Wind tunnel; Wind shear; Wind direction; Wind gradient; Vibration; Engineering; Wind speed; Meteorology; Physics; Aerospace engineering; Acoustics","score_opus":0.010677054064632097,"score_gpt":0.2257619454002366,"score_spread":0.21508489133560452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330051441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98463804,0.00012515024,0.007813523,0.000026534854,0.00003159888,0.000030248433,0.00027440194,0.00010117998,0.0069593093],"genre_scores_gemma":[0.9985397,0.000047189395,0.00030579238,0.000007297007,0.0000043184587,0.000008693246,0.00013626151,0.000011991887,0.0009387418],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972886,0.000044039796,0.000011652424,0.000038544513,0.00010080041,0.00007601112],"domain_scores_gemma":[0.9997404,0.000075142336,0.000034951892,0.000028342074,0.000078599776,0.000042497348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019662816,0.00036735012,0.00021380275,0.00044422343,0.00016137245,0.0003780024,0.00021538517,0.00030854862,0.0055724476],"category_scores_gemma":[0.0009477084,0.00019377847,0.00021468662,0.00027235138,0.00024844296,0.00024899002,0.0004896505,0.00019199267,0.0011786356],"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":[0.0016707963,0.0002620156,0.062076293,0.00039928762,0.0000885536,0.0011644543,0.0010093373,0.2045816,0.61070335,0.0026555671,0.0016184064,0.11377034],"study_design_scores_gemma":[0.000083929364,0.0017805098,0.5522742,0.00012848487,0.000043674852,0.0011693198,0.0021847105,0.34948602,0.08311562,0.0037838863,0.0057801544,0.00016940573],"about_ca_topic_score_codex":0.00067253737,"about_ca_topic_score_gemma":0.0006188284,"teacher_disagreement_score":0.0055724476,"about_ca_system_score_codex":0.00015473003,"about_ca_system_score_gemma":0.000106341526,"threshold_uncertainty_score":0.01864165},"labels":[],"label_agreement":null},{"id":"W2330327515","doi":"10.1061/41016(314)157","title":"Cross-Border Connections: Guideline Documents, Codes, and Standards for wind","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Bridge (graph theory); Wind power; Engineering; Work (physics); Building code; Aerodynamics; Wind engineering; Architectural engineering; Meteorology; Telecommunications; Civil engineering; Geography; Mechanical engineering; Electrical engineering; Aerospace engineering","score_opus":0.010226360336072791,"score_gpt":0.33068896852980073,"score_spread":0.32046260819372796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330327515","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":[0.013459386,0.01678962,0.17127964,0.04097949,0.008729491,0.008576951,0.019121941,0.00859492,0.71246856],"genre_scores_gemma":[0.0813734,0.023938254,0.5022162,0.025308069,0.0011858203,0.008911282,0.045134038,0.0039659557,0.30796698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97059834,0.0034542822,0.0037386667,0.0009643141,0.019114396,0.0021300565],"domain_scores_gemma":[0.9347313,0.0052384934,0.002705792,0.0029354612,0.051938105,0.002450783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018917318,0.0017764169,0.00093726773,0.0073274598,0.00495325,0.008268125,0.0070814462,0.009253152,0.01083801],"category_scores_gemma":[0.049151644,0.0012276348,0.0011087968,0.007861112,0.0034855355,0.003977373,0.0032863722,0.007186864,0.011401068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006155393,0.00032097858,0.0035547751,0.000909001,0.000014483796,0.0005661018,0.002467984,0.0058044083,0.002537236,0.117844656,0.67819464,0.18772411],"study_design_scores_gemma":[0.00002280427,0.00004453216,0.0042940425,0.0024202645,0.000016637754,0.00018443074,0.0012138041,0.0010715289,0.0007939598,0.008256541,0.98160297,0.000078488534],"about_ca_topic_score_codex":0.5776061,"about_ca_topic_score_gemma":0.6226244,"teacher_disagreement_score":0.5776061,"about_ca_system_score_codex":0.018439384,"about_ca_system_score_gemma":0.1087681,"threshold_uncertainty_score":0.849763},"labels":[],"label_agreement":null},{"id":"W2330744228","doi":"10.1061/41130(369)266","title":"The Effects of Incremental Corner Modifications on a 200m Tall Building","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Structural engineering; Wind tunnel; Acceleration; Torsion (gastropod); Bending moment; Geology; Engineering; Physics; Aerospace engineering","score_opus":0.0058301159504323226,"score_gpt":0.22850871737172992,"score_spread":0.2226786014212976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330744228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99946076,0.0000075361654,0.00028034172,0.0000026664052,0.0000023132372,0.00000407234,0.000017223034,0.000010099364,0.00021495878],"genre_scores_gemma":[0.99959856,0.000008806407,0.00024383949,0.0000028938987,0.0000010152099,0.000002085974,0.000026269723,0.0000016436907,0.00011486581],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999845,0.00002498928,0.000008091968,0.00002131657,0.000047110116,0.000053505282],"domain_scores_gemma":[0.99970716,0.00013121264,0.00004154835,0.000035594527,0.000046146273,0.0000383321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017146688,0.0003804996,0.00025102397,0.00019363273,0.00027934808,0.0002256303,0.0002286466,0.00033927156,0.0013817442],"category_scores_gemma":[0.0005160078,0.0001411691,0.00023889974,0.00013467828,0.00030450005,0.00015498075,0.0003031566,0.00022632386,0.00013765333],"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":[0.0024668504,0.00051885255,0.038131252,0.00019348318,0.000070288064,0.0018115467,0.0004699895,0.18997894,0.7333667,0.0002467608,0.0002559906,0.032489315],"study_design_scores_gemma":[0.00009924199,0.015017761,0.46553293,0.00002960329,0.00016596576,0.0009189476,0.0017113083,0.15971424,0.35494488,0.0002614095,0.0015023192,0.0001014036],"about_ca_topic_score_codex":0.0017557825,"about_ca_topic_score_gemma":0.0043001985,"teacher_disagreement_score":0.0017557825,"about_ca_system_score_codex":0.00016440792,"about_ca_system_score_gemma":0.00010569501,"threshold_uncertainty_score":0.0046224594},"labels":[],"label_agreement":null},{"id":"W2330873571","doi":"10.2514/6.2001-2456","title":"Aerodynamics of a building with momentum injection","year":2001,"lang":"en","type":"article","venue":"19th AIAA Applied Aerodynamics Conference","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aerodynamics; Aerospace engineering; Momentum (technical analysis); Computer science; Architectural engineering; Physics; Engineering","score_opus":0.007449521089100442,"score_gpt":0.19884685499302454,"score_spread":0.1913973339039241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330873571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89630574,0.00015535232,0.047980372,0.0004419856,0.00014960616,0.000064642314,0.00015542153,0.0004767578,0.054270122],"genre_scores_gemma":[0.9940545,0.000027989592,0.0016582763,0.000011865403,0.0000102219465,0.0000058546407,0.000029650315,0.000019320527,0.004182374],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977833,0.000034052347,0.0000046700975,0.000021166765,0.00009255082,0.000069264825],"domain_scores_gemma":[0.9998265,0.000036976115,0.000016376503,0.00001859721,0.000032756052,0.00006880827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022627077,0.000390005,0.000551406,0.00037213464,0.001028135,0.0008578909,0.00048723622,0.0012139614,0.004309324],"category_scores_gemma":[0.0004064793,0.00027062438,0.0005556896,0.0003339785,0.0011555027,0.00040142,0.0011408406,0.0007298295,0.0004356669],"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":[0.0004122232,0.0001321917,0.003693662,0.00004114312,0.000036747602,0.0013608393,0.00021878857,0.92705095,0.045039743,0.0120532885,0.0007190181,0.009241264],"study_design_scores_gemma":[0.000053939704,0.0002905682,0.0065495977,0.0000068859163,0.000029356506,0.00016433581,0.00015925833,0.9851612,0.0053885696,0.0013457094,0.0008264739,0.000024064117],"about_ca_topic_score_codex":0.009644513,"about_ca_topic_score_gemma":0.0033854237,"teacher_disagreement_score":0.009644513,"about_ca_system_score_codex":0.00040373855,"about_ca_system_score_gemma":0.0007002598,"threshold_uncertainty_score":0.019176722},"labels":[],"label_agreement":null},{"id":"W2331047336","doi":"10.1139/cjce-2013-0239","title":"Comparison of wind tunnel measurements with NBCC 2010 wind-induced torsion provisions for low- and medium-rise buildings","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","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":true,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Torsion (gastropod); Wind tunnel; Structural engineering; Wind engineering; Wind shear; Shear force; Shear (geology); Geotechnical engineering; Wind speed; Engineering; Geology","score_opus":0.01734034653630014,"score_gpt":0.2168056123469844,"score_spread":0.19946526581068424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331047336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978867,0.000017249853,0.0013125637,0.0000036910026,0.0000045182196,0.0000087286535,0.00013650293,0.00002508044,0.0006050286],"genre_scores_gemma":[0.9988695,0.000015390846,0.00076938636,0.0000023263528,0.0000011024455,0.000008627926,0.00018353666,0.000004703433,0.00014538065],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996388,0.000041231397,0.000022437953,0.00004643111,0.0002017237,0.0000494299],"domain_scores_gemma":[0.99966574,0.000063153675,0.000046014287,0.000035715595,0.0001529486,0.000036492023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040566328,0.00039082923,0.00018108005,0.00038912747,0.00025174927,0.00030102764,0.00031352765,0.00028801986,0.00090429804],"category_scores_gemma":[0.0006130654,0.00015875712,0.00021894946,0.000258612,0.00017434523,0.00024563726,0.00024835367,0.00021994584,0.00018929639],"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":[0.0016453394,0.00052052323,0.4978368,0.00031011066,0.00007153311,0.0004835792,0.0010145342,0.052654352,0.39988226,0.0003686582,0.00068140536,0.04453094],"study_design_scores_gemma":[0.000057787016,0.0010248212,0.86519337,0.00005052637,0.00007463939,0.0002637494,0.0009347162,0.047402564,0.08352126,0.00008751414,0.001328554,0.00006052425],"about_ca_topic_score_codex":0.0054447358,"about_ca_topic_score_gemma":0.016799023,"teacher_disagreement_score":0.0054447358,"about_ca_system_score_codex":0.00022714643,"about_ca_system_score_gemma":0.00026206486,"threshold_uncertainty_score":0.010826111},"labels":[],"label_agreement":null},{"id":"W2331361927","doi":"10.2514/6.2008-6565","title":"Modeling of the Urban Gust Environment with Application to Autonomous Flight","year":2008,"lang":"en","type":"article","venue":"AIAA Atmospheric Flight Mechanics Conference and Exhibit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Canyon; Computational fluid dynamics; Computer science; Urban environment; Set (abstract data type); Meteorology; Turbulence; Environmental science; Wind direction; Marine engineering; Wind speed; Aerospace engineering; Engineering; Geography; Cartography","score_opus":0.008835316411862599,"score_gpt":0.1735439683081149,"score_spread":0.16470865189625228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331361927","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":[0.41646025,0.00031789474,0.571339,0.00022797036,0.00004056959,0.00007546091,0.00018618246,0.00039507818,0.010957618],"genre_scores_gemma":[0.97548735,0.00021978749,0.021574985,0.000014445907,0.000017925662,0.000038492086,0.000101139514,0.000019365301,0.0025264984],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999578,0.000011136598,0.0000015935036,0.0000069887387,0.000012242993,0.000010259945],"domain_scores_gemma":[0.9999242,0.0000298608,0.000014752508,0.0000066417065,0.000015976444,0.000008541387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008123337,0.00026406784,0.00021961202,0.00024890955,0.0003402556,0.00044626519,0.00028664767,0.0003535687,0.0006499057],"category_scores_gemma":[0.0003231853,0.00016236102,0.0002452184,0.00024976063,0.00030774306,0.00035606892,0.0003246574,0.00022436054,0.00010902295],"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":[0.0000064955325,0.0000059767276,0.0008653111,0.000005142674,0.000002253524,0.000043816108,0.000016355,0.994524,0.0005210259,0.0013982238,0.00010798193,0.0025033688],"study_design_scores_gemma":[8.299305e-7,0.0000036958531,0.00019964956,6.9805964e-7,5.8762896e-7,0.0000065769127,0.000008492306,0.99923146,0.00006875138,0.0003260382,0.00015211877,0.0000011842457],"about_ca_topic_score_codex":0.009334916,"about_ca_topic_score_gemma":0.007738891,"teacher_disagreement_score":0.009334916,"about_ca_system_score_codex":0.00019834489,"about_ca_system_score_gemma":0.00032995638,"threshold_uncertainty_score":0.018561184},"labels":[],"label_agreement":null},{"id":"W2332294537","doi":"10.1061/9780784479414.044","title":"Impact of Extreme Weather on Transmission Line Structures","year":2015,"lang":"en","type":"article","venue":"","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":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Thunderstorm; Tornado; Microburst; Meteorology; Computer science; Transmission (telecommunications); Extreme weather; Environmental science; Wind speed; Telecommunications; Geology; Geography; Climate change; Wind shear","score_opus":0.03970373019009573,"score_gpt":0.2744621967964166,"score_spread":0.23475846660632085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332294537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96759963,0.00010489368,0.019982394,0.0001892308,0.000023308494,0.000042106287,0.00014497986,0.00008996083,0.01182347],"genre_scores_gemma":[0.9986166,0.000038537524,0.000647972,0.00000821341,0.000002330511,0.0000049986224,0.00002672297,0.0000049361392,0.0006496711],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995453,0.00014012503,0.000017796663,0.000051119194,0.00014780463,0.000097955046],"domain_scores_gemma":[0.9990576,0.00034661914,0.00022792924,0.00009146191,0.00018334201,0.000093090595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005550065,0.00030719343,0.00019724386,0.00020137211,0.00045889037,0.0007565121,0.00046971292,0.0005163237,0.0017966315],"category_scores_gemma":[0.0016565346,0.00022092188,0.00027436466,0.00017591791,0.0006058072,0.0005748352,0.0003834875,0.0003191911,0.00014119981],"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":[0.0002256805,0.000054977507,0.05386409,0.000075368764,0.00005233363,0.0013213364,0.00036289083,0.9046341,0.013890957,0.0050057545,0.000885082,0.019627443],"study_design_scores_gemma":[0.00006580291,0.0008302745,0.10784647,0.000055205575,0.000079402154,0.0005088209,0.0011639843,0.8732215,0.007263741,0.0045037097,0.0044031907,0.000057848],"about_ca_topic_score_codex":0.032081936,"about_ca_topic_score_gemma":0.04999607,"teacher_disagreement_score":0.032081936,"about_ca_system_score_codex":0.0014354556,"about_ca_system_score_gemma":0.0007064837,"threshold_uncertainty_score":0.06379038},"labels":[],"label_agreement":null},{"id":"W2332800612","doi":"10.1061/41130(369)191","title":"Wind Load Provisions and Steel Specifications for Russia","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; State (computer science); Wind engineering; Architectural engineering; Civil engineering; Computer science; Programming language","score_opus":0.01659304629838533,"score_gpt":0.24361409903921769,"score_spread":0.22702105274083234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332800612","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42342958,0.000956907,0.05613904,0.001227328,0.00030573545,0.00032124418,0.01138003,0.0020119364,0.5042282],"genre_scores_gemma":[0.85819805,0.00069210376,0.029661983,0.00029261253,0.00003971805,0.0003210837,0.0128222555,0.00047363533,0.097498596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99782336,0.00036122117,0.00032975443,0.00016523935,0.0010827328,0.00023774119],"domain_scores_gemma":[0.99906737,0.0001483948,0.00012590452,0.00012356097,0.0005020529,0.00003285713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012854236,0.00040746917,0.00020073965,0.0011014044,0.0010996913,0.0011892556,0.00080373086,0.0009950768,0.0052617653],"category_scores_gemma":[0.0017336484,0.00044939254,0.00036034998,0.00077864196,0.00040432863,0.00059391814,0.0007963713,0.0005427118,0.0023578608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008483773,0.00031929577,0.042268608,0.0009377744,0.00004503758,0.001719682,0.010495864,0.16730802,0.092667915,0.3832434,0.08811447,0.21203157],"study_design_scores_gemma":[0.00010100454,0.00060973165,0.07007405,0.0003355007,0.000061767685,0.0009096409,0.0036949222,0.026771067,0.04121861,0.018268498,0.8377678,0.00018740325],"about_ca_topic_score_codex":0.049145345,"about_ca_topic_score_gemma":0.066901214,"teacher_disagreement_score":0.049145345,"about_ca_system_score_codex":0.0022121705,"about_ca_system_score_gemma":0.0034158244,"threshold_uncertainty_score":0.09771854},"labels":[],"label_agreement":null},{"id":"W2333759836","doi":"10.1061/9780784412626.040","title":"Wind Loads on Low Profile Tilted Solar Arrays Placed on Low-Rise Building Roofs","year":2012,"lang":"en","type":"article","venue":"","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":"Tilt (camera); Roof; Wind tunnel; Low-rise; Wind engineering; Wind direction; Wind speed; Geometry; Optics; Materials science; Environmental science; Geology; Mechanics; Meteorology; Structural engineering; Physics; Engineering; Mathematics","score_opus":0.010170720694630682,"score_gpt":0.2242707533342363,"score_spread":0.21410003263960561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333759836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986847,0.000010056226,0.0009148216,0.0000051366724,0.0000051020293,0.0000043600735,0.000039256796,0.000024794206,0.0003117021],"genre_scores_gemma":[0.99929833,0.00002164826,0.00036297258,0.0000032445846,0.0000016423917,0.0000037712575,0.000052488034,0.0000070004876,0.00024886304],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997694,0.000028906981,0.000010792771,0.000034947974,0.00010111905,0.000054832224],"domain_scores_gemma":[0.99934393,0.00027702822,0.00006569807,0.000072216826,0.0001542796,0.00008693834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018520527,0.00040638767,0.0005025769,0.0002855291,0.00031384348,0.00038122488,0.0002670252,0.00030518215,0.0014832682],"category_scores_gemma":[0.00079643354,0.00025254357,0.00030308115,0.00022264573,0.00036507542,0.0003281654,0.0003499443,0.00028467775,0.00027075395],"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":[0.002149529,0.00034927053,0.026110206,0.00015284155,0.00007050857,0.00058432174,0.00026585205,0.17644225,0.771601,0.0002529613,0.00035226796,0.021668917],"study_design_scores_gemma":[0.00018077201,0.0049833898,0.20955263,0.000040028433,0.00016406384,0.00025643702,0.001095155,0.293846,0.4883469,0.00041266243,0.0010149684,0.00010713983],"about_ca_topic_score_codex":0.0014482146,"about_ca_topic_score_gemma":0.0021079206,"teacher_disagreement_score":0.0014832682,"about_ca_system_score_codex":0.00024401542,"about_ca_system_score_gemma":0.00021624735,"threshold_uncertainty_score":0.004962027},"labels":[],"label_agreement":null},{"id":"W2333783274","doi":"10.1061/9780784412626.075","title":"The Hurricane Roof Position","year":2012,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Stadium; Cabin pressurization; Roof; Miami; Engineering; Wind engineering; Geology; Forensic engineering; Environmental science; Civil engineering; Aerospace engineering","score_opus":0.006540586386999443,"score_gpt":0.20944066412943554,"score_spread":0.2029000777424361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333783274","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":[0.1560526,0.0018106032,0.005672137,0.0036916973,0.0024088551,0.00048492508,0.0071607265,0.0017941847,0.82092434],"genre_scores_gemma":[0.41325915,0.0012516776,0.011388005,0.00093728356,0.00037078236,0.00018082577,0.005641286,0.00032819,0.5666429],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996296,0.000025295567,0.000010274062,0.000059972015,0.0001887664,0.00008606667],"domain_scores_gemma":[0.9995679,0.00001644273,0.00003154646,0.000037628095,0.00021402916,0.00013245318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028249586,0.00045727147,0.00018691689,0.0006528629,0.0016904008,0.0011024053,0.00048254305,0.0004052988,0.06561346],"category_scores_gemma":[0.00067524216,0.00026790725,0.00021182031,0.00043645504,0.00028222773,0.00036135456,0.0012404243,0.0009789197,0.014588562],"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":[0.0005474347,0.00018493072,0.06865935,0.00039093685,0.000032043077,0.002147503,0.0025484725,0.0011921666,0.049750853,0.006477851,0.3928924,0.47517616],"study_design_scores_gemma":[0.00004308755,0.0005044986,0.11628995,0.00016100066,0.00002136213,0.00066059956,0.001541442,0.0008203657,0.009434196,0.00025410156,0.8702316,0.00003783826],"about_ca_topic_score_codex":0.033010453,"about_ca_topic_score_gemma":0.10599812,"teacher_disagreement_score":0.06561346,"about_ca_system_score_codex":0.001215898,"about_ca_system_score_gemma":0.0018913245,"threshold_uncertainty_score":0.21949887},"labels":[],"label_agreement":null},{"id":"W2333969694","doi":"10.1061/9780784413357.132","title":"Extra-Tropical and Tropical Cyclone Vulnerability in Canada: Two Comprehensive Models","year":2014,"lang":"en","type":"article","venue":"Structures Congress 2014","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tropical cyclone; Storm; Tropical cyclone scales; Natural disaster; Vulnerability (computing); Natural hazard; Snow; Environmental science; Climatology; Cyclone (programming language); Tropical cyclone forecast model; Meteorology; Tropical cyclone rainfall forecasting; Geography; Engineering; Geology; Computer science","score_opus":0.011401259474292661,"score_gpt":0.2263328198845217,"score_spread":0.21493156041022904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333969694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8253698,0.0019609968,0.053859178,0.003001354,0.00016838085,0.0004515815,0.011920718,0.0005147989,0.10275321],"genre_scores_gemma":[0.96304893,0.0011621224,0.0070636445,0.00017267872,0.00004522595,0.00018297968,0.002247678,0.00006614955,0.02601057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996706,0.00004090852,0.00001008489,0.000047483816,0.000077898825,0.00015292891],"domain_scores_gemma":[0.999119,0.00023785904,0.00009424672,0.000026929232,0.00037813012,0.00014389792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663602,0.0012389313,0.00087631645,0.0014303746,0.0020086544,0.0018068391,0.0027113187,0.001647966,0.0039705196],"category_scores_gemma":[0.0015843908,0.0006906468,0.001357152,0.0018054844,0.0011677319,0.0009299253,0.0012313818,0.0010565168,0.0002691097],"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":[0.000022540333,0.000019662128,0.0028498531,0.000012292224,0.000021306472,0.00006451182,0.000040449664,0.9908494,0.00008714135,0.0036450333,0.00090362417,0.0014841874],"study_design_scores_gemma":[0.000019868043,0.000011373147,0.0020865998,0.000009019812,0.0000271078,0.000016049158,0.00005697577,0.99534166,0.000037014746,0.001183656,0.0011939143,0.000016711496],"about_ca_topic_score_codex":0.9513127,"about_ca_topic_score_gemma":0.922497,"teacher_disagreement_score":0.04868728,"about_ca_system_score_codex":0.016886992,"about_ca_system_score_gemma":0.017709155,"threshold_uncertainty_score":0.12252432},"labels":[],"label_agreement":null},{"id":"W2334007339","doi":"10.1061/41130(369)110","title":"Wind Induced Fatigue of Metal Roof Cladding during Severe Tropical Cyclones","year":2010,"lang":"en","type":"article","venue":"Structures Congress 2010","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":"Cladding (metalworking); Structural engineering; Wind speed; Wind engineering; Environmental science; Cyclone (programming language); Roof; Geology; Engineering; Materials science","score_opus":0.01326522974407371,"score_gpt":0.24168282903944258,"score_spread":0.22841759929536887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334007339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991554,0.00001799343,0.00017406543,0.0000035874468,0.0000021957478,0.0000052089977,0.000064302265,0.000007886955,0.0005694638],"genre_scores_gemma":[0.9993303,0.000022038896,0.00016030297,0.0000034702964,0.0000011775714,0.000004002432,0.00009480218,0.000002445238,0.00038159324],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999187,0.000007950349,0.000004462571,0.000015171851,0.0000335204,0.000020215779],"domain_scores_gemma":[0.9998754,0.000020745743,0.000029500186,0.000010929528,0.000043365402,0.000020055124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014075969,0.00016665708,0.00013508252,0.00031943375,0.00035592623,0.00016159017,0.00015962978,0.00019556092,0.00089771143],"category_scores_gemma":[0.00022549504,0.0001281842,0.0001066421,0.00014338792,0.00024384145,0.00008629672,0.00017059797,0.00015654977,0.00016575864],"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":[0.0014384683,0.00020287445,0.19719559,0.00018199254,0.000041689367,0.0021670053,0.0013306856,0.014233034,0.7384803,0.00017118693,0.0012641306,0.043292925],"study_design_scores_gemma":[0.000014311255,0.0010407784,0.901114,0.000030413852,0.000017904942,0.00042958854,0.000653943,0.01781911,0.07771944,0.000051454303,0.0010925226,0.000016532698],"about_ca_topic_score_codex":0.004996324,"about_ca_topic_score_gemma":0.014575269,"teacher_disagreement_score":0.004996324,"about_ca_system_score_codex":0.00019086756,"about_ca_system_score_gemma":0.000121288,"threshold_uncertainty_score":0.009934485},"labels":[],"label_agreement":null},{"id":"W2334349196","doi":"10.2749/222137805796270432","title":"Failure Tests of Full-scale Houses using Realistic Wind Loads","year":2005,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Catastrophic Loss Reduction","keywords":"Scale (ratio); Engineering; Archaeology; Forensic engineering; History; Cartography; Geography","score_opus":0.013933012560811505,"score_gpt":0.2374904660036371,"score_spread":0.2235574534428256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334349196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99472165,0.00009232999,0.0029990932,0.00002901396,0.000046828733,0.000035862944,0.0005739631,0.00017359422,0.0013276569],"genre_scores_gemma":[0.99845207,0.00004403534,0.00042346577,0.0000076023543,0.0000041738504,0.000014368132,0.00028062987,0.000019232131,0.0007543534],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994223,0.00009073282,0.000046036657,0.000085948435,0.00022580026,0.00012924062],"domain_scores_gemma":[0.9985399,0.00048573018,0.0000998434,0.00028003886,0.00041623047,0.0001781387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006941368,0.00069721066,0.0006317388,0.00064044364,0.00044724785,0.0003033451,0.0008900626,0.0008890082,0.0040515703],"category_scores_gemma":[0.0019514229,0.0005031272,0.0005252433,0.00043759233,0.00049431314,0.00061477977,0.00048012077,0.00041022277,0.000889715],"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":[0.0054001794,0.0009669937,0.020403318,0.0006287993,0.0002463891,0.0025650738,0.0009788272,0.64059657,0.2837759,0.00090513687,0.0050382176,0.038494647],"study_design_scores_gemma":[0.0005670128,0.012454817,0.10777516,0.00014206117,0.00022513555,0.0008765537,0.00085516623,0.6181385,0.25420266,0.001264813,0.0033081388,0.000189989],"about_ca_topic_score_codex":0.0031697436,"about_ca_topic_score_gemma":0.0039972244,"teacher_disagreement_score":0.0040515703,"about_ca_system_score_codex":0.00032845838,"about_ca_system_score_gemma":0.0002290839,"threshold_uncertainty_score":0.013553858},"labels":[],"label_agreement":null},{"id":"W2334717097","doi":"10.1016/j.jweia.2016.03.009","title":"A numerical approach to the investigation of wind loading on an array of ground mounted solar photovoltaic (PV) panels","year":2016,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":150,"is_retracted":false,"has_abstract":false,"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; Ontario Centres of Excellence","keywords":"Wind tunnel; Aerodynamics; Wake; Wind gradient; Reynolds-averaged Navier–Stokes equations; Planetary boundary layer; Meteorology; Turbulence; Wind speed; Wind profile power law; Geology; Mechanics; Physics","score_opus":0.021057435998122976,"score_gpt":0.2079623925086413,"score_spread":0.1869049565105183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334717097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74833477,0.000556453,0.19751307,0.00086239754,0.0003331158,0.00024666553,0.00019381393,0.00023610593,0.05172359],"genre_scores_gemma":[0.98266464,0.00016214968,0.013331699,0.000049245642,0.00003678643,0.000065841916,0.000036290166,0.000027369284,0.0036259936],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986887,0.000039385443,0.0000067376372,0.000014016446,0.000048988404,0.000021936881],"domain_scores_gemma":[0.9996636,0.00017607897,0.000040968313,0.0000270657,0.00006794421,0.00002433787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023207975,0.0003476443,0.00049193774,0.0004591754,0.0007320613,0.00082377146,0.0005860896,0.0012197306,0.0026348298],"category_scores_gemma":[0.0012855747,0.00033477452,0.0004942135,0.00039413787,0.0008568779,0.0004588475,0.00050445256,0.00058768975,0.00019702301],"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":[0.00005162886,0.000116932206,0.0013651354,0.000049865434,0.000018290506,0.00031970616,0.0000619911,0.97686005,0.010778282,0.00394444,0.000284727,0.0061488748],"study_design_scores_gemma":[0.000005657948,0.000021706514,0.00036635192,0.0000029344847,0.000001996288,0.00002117949,0.000025321833,0.99872166,0.00040685202,0.00030086414,0.000121836325,0.0000035618982],"about_ca_topic_score_codex":0.0038491017,"about_ca_topic_score_gemma":0.0028707695,"teacher_disagreement_score":0.0038491017,"about_ca_system_score_codex":0.00035078436,"about_ca_system_score_gemma":0.00052546937,"threshold_uncertainty_score":0.008814335},"labels":[],"label_agreement":null},{"id":"W2334811876","doi":"10.1080/19942060.2012.11015401","title":"Numerical Study of Flow Around Iced Wind Turbine Airfoil","year":2012,"lang":"en","type":"article","venue":"Engineering Applications of Computational Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Airfoil; Angle of attack; Aerodynamics; Streamlines, streaklines, and pathlines; Turbine; NACA airfoil; Aerospace engineering; Lift coefficient; Marine engineering; Lift-to-drag ratio; Lift (data mining); Fluent; Drag; Pressure coefficient; Geology; Mechanics; Turbulence; Computational fluid dynamics; Engineering; Physics; Computer science; Reynolds number","score_opus":0.0074154901677807765,"score_gpt":0.2161868014280017,"score_spread":0.20877131126022092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334811876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842701,0.0002295808,0.011158309,0.00009625243,0.00003761586,0.00003501726,0.00013128913,0.00007144625,0.003970381],"genre_scores_gemma":[0.99322766,0.0000803653,0.005724729,0.000015715528,0.000010497833,0.000017721388,0.000080824015,0.00001126034,0.0008312005],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998841,0.000023385854,0.000007115006,0.000019737518,0.00003535205,0.000030142452],"domain_scores_gemma":[0.9997228,0.00010433311,0.000050174614,0.000023141693,0.000057606787,0.000041983632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291538,0.00029092675,0.00045987061,0.00045487928,0.00056372775,0.00046845083,0.00043301974,0.0006667932,0.000817653],"category_scores_gemma":[0.0009633839,0.0001620024,0.00029617414,0.00031022992,0.0007353626,0.00030552596,0.00033948378,0.0002891512,0.00011165671],"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":[0.0002505661,0.00012258512,0.007930341,0.00012751149,0.0000305917,0.00097262795,0.00027202634,0.9404093,0.0403032,0.0027955868,0.00035508323,0.0064305672],"study_design_scores_gemma":[0.000027673692,0.00009763108,0.003354939,0.000010338833,0.000006374614,0.00007976323,0.000067641,0.99320567,0.0025326703,0.00022947385,0.00037750084,0.000010402804],"about_ca_topic_score_codex":0.0065117087,"about_ca_topic_score_gemma":0.0025272125,"teacher_disagreement_score":0.0065117087,"about_ca_system_score_codex":0.0005234463,"about_ca_system_score_gemma":0.0004943334,"threshold_uncertainty_score":0.012947619},"labels":[],"label_agreement":null},{"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":"W2335678987","doi":"10.1061/41031(341)79","title":"Wind Engineering Studies for Super-Tall Buildings","year":2009,"lang":"en","type":"article","venue":"Structures Congress 2009","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Aerodynamics; Aeroelasticity; Wind engineering; Wind power; Modal; Architectural engineering; Computer science; Marine engineering; Engineering; Structural engineering; Civil engineering; Environmental science; Aerospace engineering; Electrical engineering","score_opus":0.011977458296605032,"score_gpt":0.25065224642016026,"score_spread":0.23867478812355522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335678987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89311796,0.0015679192,0.07701837,0.00018876765,0.000081588776,0.00006099794,0.000115934155,0.00008228697,0.027766239],"genre_scores_gemma":[0.9807176,0.001183797,0.011842624,0.00003681965,0.00003525909,0.000022209737,0.00013305627,0.000023080447,0.0060055805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998425,0.00003515666,0.0000067991086,0.0000141815635,0.00007796075,0.000023403441],"domain_scores_gemma":[0.9998567,0.000054545297,0.000016717664,0.000016839334,0.00003994594,0.000015282798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019367706,0.00030462898,0.00033148334,0.00037471598,0.00033247238,0.00033614523,0.00020504932,0.00029243508,0.0026946778],"category_scores_gemma":[0.00034300424,0.00011717561,0.0002612207,0.00035862342,0.00019469374,0.00053285365,0.0003913135,0.000441029,0.0003566337],"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":[0.0003251467,0.00040701873,0.012326022,0.0006003257,0.000049936792,0.0016197668,0.0010253667,0.52207947,0.24256496,0.034302644,0.002938491,0.18176083],"study_design_scores_gemma":[0.000048607704,0.0014855408,0.05593942,0.00012626903,0.000039336774,0.0008419232,0.0016257105,0.8234079,0.06042702,0.019885924,0.036061335,0.0001110229],"about_ca_topic_score_codex":0.0012404084,"about_ca_topic_score_gemma":0.0035472347,"teacher_disagreement_score":0.0026946778,"about_ca_system_score_codex":0.00013275123,"about_ca_system_score_gemma":0.00017169346,"threshold_uncertainty_score":0.009014547},"labels":[],"label_agreement":null},{"id":"W2339706266","doi":"10.1007/s10546-016-0157-6","title":"Spatial Characteristics of Roughness Sublayer Mean Flow and Turbulence Over a Realistic Urban Surface","year":2016,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Supercomputing Centre Singapore; National Science Foundation; Centro Svizzero di Calcolo Scientifico; École Polytechnique Fédérale de Lausanne; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Turbulence; Turbulence kinetic energy; Meteorology; Large eddy simulation; Planetary boundary layer; Mean flow; Boundary layer; Tower; Inflection point; Flow (mathematics); Surface finish; Mechanics; Environmental science; Geometry; Physics; Geography; Mathematics; Materials science","score_opus":0.010761591879574518,"score_gpt":0.22311970698153052,"score_spread":0.212358115101956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339706266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984775,0.000017568795,0.0009732653,0.000009084458,0.0000014046625,0.000004203129,0.00022541992,0.00005663158,0.00023482699],"genre_scores_gemma":[0.9993563,0.000010837873,0.00033092534,0.0000013530406,6.116339e-7,0.0000029860678,0.00024447092,0.0000036008207,0.00004882434],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999232,0.000010422189,0.0000054502516,0.000025020614,0.000010814318,0.000024978724],"domain_scores_gemma":[0.99983585,0.00006263868,0.000030545714,0.000023390077,0.00002814529,0.000019447874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014883082,0.0002606684,0.0001872826,0.00035996648,0.0001602398,0.00043206394,0.00023809407,0.0002587832,0.0004041766],"category_scores_gemma":[0.0003542946,0.00011383676,0.000267015,0.00035845954,0.0002851852,0.00024883528,0.00018720084,0.00015820644,0.000082201586],"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":[0.0003016159,0.00019007153,0.17291264,0.000090894544,0.00007555514,0.0005041608,0.0002235107,0.76069635,0.0533681,0.0009586498,0.00045278098,0.010225632],"study_design_scores_gemma":[0.00002416698,0.00012913447,0.23426381,0.000008693892,0.000021732958,0.00009550918,0.00023704712,0.75857085,0.006064273,0.00025796998,0.0002858088,0.00004102224],"about_ca_topic_score_codex":0.009186382,"about_ca_topic_score_gemma":0.00717192,"teacher_disagreement_score":0.009186382,"about_ca_system_score_codex":0.0003613914,"about_ca_system_score_gemma":0.00022202036,"threshold_uncertainty_score":0.018265843},"labels":[],"label_agreement":null},{"id":"W2340975324","doi":"10.1400/116470","title":"Wind and Comfort","year":2009,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wind speed; Pedestrian; Environmental science; Meteorology; Range (aeronautics); Thermal comfort; Work (physics); Air quality index; Wind direction; Computer science; Engineering; Transport engineering; Geography","score_opus":0.007437535694602051,"score_gpt":0.20715437024616173,"score_spread":0.1997168345515597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340975324","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":[0.048683662,0.2219108,0.014106053,0.035214003,0.0064134817,0.0001927601,0.0011718365,0.00024502058,0.67206246],"genre_scores_gemma":[0.7184034,0.11060328,0.008656483,0.008933314,0.0033065227,0.00015702898,0.00081744825,0.00014222418,0.14898035],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99903405,0.00035341084,0.00007325228,0.00013353922,0.000268425,0.00013738485],"domain_scores_gemma":[0.99920803,0.00032422255,0.00012049,0.00004949254,0.00015284489,0.00014490633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006944828,0.00051415665,0.00046581434,0.0007327638,0.0010219276,0.004115306,0.00055980374,0.0016559906,0.030527756],"category_scores_gemma":[0.0022767542,0.00012909817,0.00030170658,0.0009645803,0.0020496666,0.0023839034,0.002106619,0.001253634,0.0033670224],"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":[0.00022674601,0.00014757317,0.013542024,0.001841522,0.0000704232,0.00082047086,0.005263234,0.0026385465,0.001503554,0.31730238,0.12774785,0.5288957],"study_design_scores_gemma":[0.0000186156,0.00020355423,0.019845745,0.0016995342,0.000026088355,0.00159208,0.0077963998,0.0008619337,0.00032422956,0.10161421,0.86595,0.000067633206],"about_ca_topic_score_codex":0.001961963,"about_ca_topic_score_gemma":0.0026597106,"teacher_disagreement_score":0.030527756,"about_ca_system_score_codex":0.00096970063,"about_ca_system_score_gemma":0.00077681727,"threshold_uncertainty_score":0.102125466},"labels":[],"label_agreement":null},{"id":"W2354223123","doi":"","title":"Numerical Simulation of Wind Loads on High-Rise Buildings and Disaster Analysis","year":2008,"lang":"en","type":"article","venue":"Journal of Tongji University","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fluent; Quarter (Canadian coin); Wind engineering; Wind speed; Computer simulation; Meteorology; Marine engineering; Wind direction; Engineering; Inlet; Computational fluid dynamics; Environmental science; Structural engineering; Simulation; Aerospace engineering; Geography; Mechanical engineering","score_opus":0.008074033897362087,"score_gpt":0.19700078713112634,"score_spread":0.18892675323376426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354223123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97763807,0.00009427791,0.0144586,0.0001362111,0.000044441196,0.000031049465,0.00022929106,0.00020942575,0.0071586356],"genre_scores_gemma":[0.9973431,0.000037781723,0.0017755965,0.000008678805,0.0000038370054,0.000012103955,0.00007427686,0.000010486445,0.0007341105],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985754,0.000036028214,0.00000804645,0.000014060145,0.000039794417,0.00004445048],"domain_scores_gemma":[0.9997228,0.00012102252,0.000032799828,0.000024751218,0.00004785075,0.0000507617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023303385,0.00043613397,0.0006052029,0.00041879152,0.0007166622,0.0006025382,0.00055396487,0.0010985939,0.0021179747],"category_scores_gemma":[0.0005362659,0.0002949785,0.0005575938,0.00060549314,0.00062746374,0.00041383872,0.00045199346,0.0004274519,0.00015917244],"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":[0.00004494802,0.00003990024,0.0027539332,0.000017668008,0.000009045011,0.00019288763,0.00005091311,0.99348795,0.0016555691,0.00043831847,0.0001329701,0.0011757417],"study_design_scores_gemma":[0.00001199441,0.000027531045,0.0017125843,0.0000025613429,0.000004041554,0.000018640629,0.000048083635,0.99749714,0.00044900185,0.000108560474,0.000113284375,0.0000066084904],"about_ca_topic_score_codex":0.016975846,"about_ca_topic_score_gemma":0.009782619,"teacher_disagreement_score":0.016975846,"about_ca_system_score_codex":0.00051924004,"about_ca_system_score_gemma":0.00053476857,"threshold_uncertainty_score":0.03375405},"labels":[],"label_agreement":null},{"id":"W2360769632","doi":"","title":"Numerical Simulation on Arial Patterns Effect on Outdoor Wind Environment of Pedestrian Field in Residential Quarter","year":2008,"lang":"en","type":"article","venue":"Building Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Quarter (Canadian coin); Meteorology; Turbulence; Environmental science; Field (mathematics); Computer simulation; Marine engineering; Engineering; Simulation; Civil engineering; Geography; Mathematics","score_opus":0.012270757151670104,"score_gpt":0.2564621677797001,"score_spread":0.24419141062803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360769632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880127,0.000076958815,0.007996367,0.00006800458,0.00003474414,0.000013556886,0.000105863706,0.0000770133,0.0036148026],"genre_scores_gemma":[0.99811906,0.000046421574,0.001245911,0.0000074232025,0.000004276346,0.0000065093777,0.000049454306,0.0000061679766,0.0005147523],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998828,0.000028260009,0.0000060619604,0.000016746792,0.000024236882,0.000041828247],"domain_scores_gemma":[0.9997825,0.0000810843,0.000028623845,0.000018607729,0.000045772496,0.000043441796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020233847,0.00033784346,0.0003596194,0.0003204397,0.0005017361,0.00041681444,0.00033355338,0.00055415474,0.0014420946],"category_scores_gemma":[0.00057588844,0.00020576888,0.00049442315,0.00034965103,0.0004018511,0.000490199,0.00033498876,0.00028166405,0.00012826099],"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":[0.0001215085,0.00009186518,0.012560207,0.00005234555,0.000021362155,0.0002632279,0.00012045464,0.97606725,0.005052378,0.00079531997,0.0003454691,0.0045085843],"study_design_scores_gemma":[0.000021994878,0.00005636792,0.0030147329,0.0000055763753,0.00000909949,0.000024215487,0.0001273553,0.9951415,0.0011985862,0.00018571627,0.00020362833,0.00001109895],"about_ca_topic_score_codex":0.014208996,"about_ca_topic_score_gemma":0.007548406,"teacher_disagreement_score":0.014208996,"about_ca_system_score_codex":0.000286205,"about_ca_system_score_gemma":0.0003662076,"threshold_uncertainty_score":0.028252602},"labels":[],"label_agreement":null},{"id":"W2382324756","doi":"","title":"An investigation on the effect of the acoustic excitation on flow asymmetry over a slender revolution body at high angles of attack in compressible flows","year":2005,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Transonic; Asymmetry; Compressibility; Turbulence; Compressible flow; Excitation; Mechanics; Flow (mathematics); Physics; Acoustics; Aerodynamics","score_opus":0.012941107254321984,"score_gpt":0.23653206058552137,"score_spread":0.22359095333119938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382324756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561775,0.00013379763,0.0032778392,0.00002224631,0.000009593941,0.000012797515,0.000028287204,0.000030580137,0.00086715876],"genre_scores_gemma":[0.99934906,0.000063427986,0.00043681348,0.0000039161628,0.0000038522357,0.0000024467954,0.000011863233,0.0000036353404,0.00012503922],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999851,0.00003268624,0.000009146189,0.000023991337,0.000045180066,0.0000379035],"domain_scores_gemma":[0.99862456,0.00092343916,0.00014213199,0.00007477118,0.00014244788,0.000092617505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002632875,0.00029958575,0.0003588211,0.00025327902,0.00032239992,0.0003104974,0.00014624905,0.00030725438,0.0012383661],"category_scores_gemma":[0.0012343116,0.00018484218,0.0001971574,0.00015139795,0.00054237153,0.00030658106,0.00028620585,0.00033856247,0.000112932874],"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":[0.0014597406,0.00007805638,0.005720907,0.00012772082,0.000016504999,0.00051046663,0.00013534169,0.015043122,0.96206605,0.0003646212,0.000044994555,0.014432475],"study_design_scores_gemma":[0.000102408536,0.0025919331,0.07005455,0.000033375116,0.00008220294,0.00057314784,0.00026790705,0.07475723,0.85028756,0.00044336598,0.0007459441,0.00006046709],"about_ca_topic_score_codex":0.00040841397,"about_ca_topic_score_gemma":0.0002844702,"teacher_disagreement_score":0.0012383661,"about_ca_system_score_codex":0.00011434983,"about_ca_system_score_gemma":0.000116011346,"threshold_uncertainty_score":0.004142761},"labels":[],"label_agreement":null},{"id":"W2384078569","doi":"","title":"Comparative study on the gust load factor in the load codes and standards of five countries","year":2010,"lang":"en","type":"article","venue":"Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind engineering; Turbulence; Turbulence kinetic energy; Wind speed; Code (set theory); Structural engineering; Building code; Mathematics; Engineering; Meteorology; Computer science; Physics","score_opus":0.01026123913622941,"score_gpt":0.2142734169891723,"score_spread":0.20401217785294287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384078569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97826445,0.0005568814,0.00297194,0.00008925292,0.000035451405,0.00006463502,0.00078916893,0.00008287628,0.017145282],"genre_scores_gemma":[0.99598926,0.0002333813,0.0017244724,0.000019989202,0.000008911192,0.000026566611,0.00074988906,0.000027348433,0.00122022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962101,0.00075381645,0.00046541754,0.00040699547,0.0017754358,0.00038825374],"domain_scores_gemma":[0.98582584,0.0031068935,0.0018435863,0.001021534,0.0076434244,0.00055871013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035263745,0.00034699464,0.0003658876,0.006013512,0.0006127061,0.0010301694,0.00038318493,0.00039145676,0.0014695143],"category_scores_gemma":[0.011094759,0.00019626928,0.0005965087,0.006002944,0.00082994066,0.00096404226,0.00073422503,0.00030013153,0.00029962347],"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":[0.00095059106,0.000175138,0.7986168,0.00047313405,0.0001497822,0.0006292243,0.0037983956,0.009556468,0.004878418,0.009520464,0.0038610678,0.16739051],"study_design_scores_gemma":[0.000024330715,0.00039533575,0.9716476,0.00008096598,0.00006766561,0.0003223224,0.004726679,0.0048614773,0.002998157,0.0006184746,0.014191528,0.00006556112],"about_ca_topic_score_codex":0.018345123,"about_ca_topic_score_gemma":0.015191724,"teacher_disagreement_score":0.018345123,"about_ca_system_score_codex":0.0022529638,"about_ca_system_score_gemma":0.0014253842,"threshold_uncertainty_score":0.03647667},"labels":[],"label_agreement":null},{"id":"W2392018629","doi":"","title":"Numerical Simulation of Wind Pressure and Wind Environment of a Commercial Quarter","year":2007,"lang":"en","type":"article","venue":"Chinese Quarterly of Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Fluent; Meteorology; Wind engineering; Wind speed; Computer simulation; Environmental science; Wind direction; Marine engineering; Wind gradient; Wind profile power law; Engineering; Simulation; Physics; Geography","score_opus":0.0063736550257418026,"score_gpt":0.2278703802525702,"score_spread":0.2214967252268284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392018629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728213,0.0000895974,0.01651082,0.00011518368,0.0000511658,0.000048575526,0.000445698,0.00019920563,0.00971847],"genre_scores_gemma":[0.995899,0.000053030784,0.0026988205,0.000007408472,0.0000046861646,0.000027285441,0.0001538004,0.000009261694,0.0011467633],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998621,0.000028319639,0.000010115548,0.000024832174,0.000031970125,0.000042669395],"domain_scores_gemma":[0.99977213,0.00007777281,0.000030967592,0.000026036449,0.000049096794,0.0000439826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020922594,0.00042304592,0.00066457427,0.00040008745,0.0007745362,0.0006394485,0.00059793034,0.00094657775,0.0025374251],"category_scores_gemma":[0.00044047838,0.00030842624,0.00053579354,0.00054581714,0.0005330205,0.00039775533,0.00041844812,0.00040298738,0.0001722004],"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":[0.00011337618,0.00007688306,0.006848338,0.000056040186,0.000015623078,0.00040216147,0.0001262247,0.9807103,0.007526985,0.001196219,0.00032414263,0.0026036256],"study_design_scores_gemma":[0.000024757048,0.00005641321,0.0025625904,0.0000039873244,0.0000066419516,0.000028898106,0.00008864647,0.9959486,0.00083699793,0.0001524578,0.00027941415,0.000010572368],"about_ca_topic_score_codex":0.017683234,"about_ca_topic_score_gemma":0.0071028154,"teacher_disagreement_score":0.017683234,"about_ca_system_score_codex":0.0004073366,"about_ca_system_score_gemma":0.000687041,"threshold_uncertainty_score":0.0351606},"labels":[],"label_agreement":null},{"id":"W2392655096","doi":"10.1007/978-1-4419-8867-6_61","title":"Urban Effects on Air Pollutant Dispersion in Very Complex Terrain: The Athens Case","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mesoscale meteorology; Terrain; Pollutant; Environmental science; Meteorology; Dispersion (optics); Air pollutants; Atmospheric sciences; Climatology; Geography; Air pollution; Geology; Cartography; Chemistry; Physics","score_opus":0.01287924375185922,"score_gpt":0.2071127814828109,"score_spread":0.19423353773095167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392655096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8775331,0.003194483,0.008258197,0.0012078921,0.00006585179,0.000031453168,0.00038218193,0.0000376106,0.10928925],"genre_scores_gemma":[0.9929368,0.0013333056,0.0006844346,0.000040827443,0.00003301354,0.0000075311655,0.00005694206,0.000008935286,0.004898322],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99978334,0.000067602785,0.000008944046,0.000029284252,0.00004299866,0.000067835485],"domain_scores_gemma":[0.9995958,0.00022655458,0.00008184498,0.000036765567,0.000028102168,0.000030918192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019328891,0.00038029073,0.00040780706,0.0008465548,0.0005921808,0.0014069605,0.000860416,0.0008219691,0.0020225141],"category_scores_gemma":[0.00096673955,0.00028286994,0.0006262396,0.0018998791,0.0012631051,0.0010671528,0.0013287119,0.0006004929,0.00014486666],"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":[0.00021418449,0.0002453009,0.046337616,0.00017969152,0.00028439434,0.004956382,0.00089872023,0.66962296,0.0024391522,0.23633592,0.006535521,0.03195014],"study_design_scores_gemma":[0.00011336649,0.00034639201,0.15489101,0.00014034129,0.00046153527,0.0026294729,0.003913058,0.59942436,0.0016181987,0.21148175,0.024788756,0.00019178264],"about_ca_topic_score_codex":0.06172837,"about_ca_topic_score_gemma":0.07720639,"teacher_disagreement_score":0.06172837,"about_ca_system_score_codex":0.0013601494,"about_ca_system_score_gemma":0.0005087968,"threshold_uncertainty_score":0.12273812},"labels":[],"label_agreement":null},{"id":"W2402685789","doi":"10.1146/annurev-fluid-010816-060322","title":"Inflow Turbulence Generation Methods","year":2016,"lang":"en","type":"article","venue":"Annual Review of Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":293,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Center for Turbulence Research, Stanford University; Compute Canada","keywords":"Turbulence; Large eddy simulation; Inflow; Detached eddy simulation; Boundary layer; Mesoscale meteorology; Microscale chemistry; Reynolds-averaged Navier–Stokes equations; Mechanics; Direct numerical simulation; Homogeneous isotropic turbulence; Meteorology; Reynolds number; Statistical physics; Physics; Mathematics","score_opus":0.018095916112261533,"score_gpt":0.30182038402446354,"score_spread":0.283724467912202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402685789","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":[0.0014723901,0.0003678219,0.989599,0.00011593969,0.0001675513,0.00011110686,0.00026033347,0.0011503471,0.0067554773],"genre_scores_gemma":[0.124307685,0.001672877,0.846652,0.0003782143,0.00040626962,0.0006377064,0.0024791341,0.0013484701,0.022117762],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940026,0.00013101245,0.000055868906,0.00010437965,0.00024779188,0.000060632054],"domain_scores_gemma":[0.99925965,0.00021882333,0.000060339284,0.00014856158,0.000258889,0.000053689186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082346465,0.0010290693,0.0009744239,0.000963049,0.00063513767,0.0019196386,0.001724868,0.0011490597,0.013068337],"category_scores_gemma":[0.0019907714,0.00044753915,0.0012059514,0.0007912657,0.00052802445,0.0013641762,0.0019880997,0.0015850563,0.0059028873],"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":[0.0001896801,0.0001563467,0.0019919323,0.0007406073,0.00008545786,0.0002963506,0.00028893788,0.2255347,0.020828506,0.13424118,0.026248686,0.5893976],"study_design_scores_gemma":[0.000056908382,0.000051604457,0.00028916536,0.0000789291,0.000021870506,0.00015480828,0.000037289086,0.935169,0.007019611,0.020511221,0.036568552,0.000041142423],"about_ca_topic_score_codex":0.0013200941,"about_ca_topic_score_gemma":0.0010416548,"teacher_disagreement_score":0.013068337,"about_ca_system_score_codex":0.0005303399,"about_ca_system_score_gemma":0.0010353861,"threshold_uncertainty_score":0.04371798},"labels":[],"label_agreement":null},{"id":"W2408621246","doi":"10.5194/wes-2016-17","title":"Investigation of the effect of Reynolds number and inflow parameters on mean and turbulent flow over complex topography","year":2016,"lang":"en","type":"article","venue":"","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":"Escarpment; Turbulence kinetic energy; Turbulence; Reynolds number; Mechanics; Inflow; Flow (mathematics); Geology; Meteorology; Wind tunnel; Mean flow; Geometry; Physics; Geomorphology; Mathematics","score_opus":0.010107325706002309,"score_gpt":0.20635784580470223,"score_spread":0.19625052009869992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408621246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99952304,0.000009335473,0.0003133177,0.0000032992166,6.4854555e-7,0.00000293315,0.000025292293,0.000009829532,0.000112316695],"genre_scores_gemma":[0.9997048,0.0000074344143,0.00022097096,0.0000012477586,2.7259676e-7,0.0000013806649,0.000024054953,0.0000023999603,0.000037425336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998858,0.000024252286,0.0000101508485,0.000026127265,0.000025362591,0.000028262408],"domain_scores_gemma":[0.99936944,0.00036220017,0.00007933743,0.000061594015,0.00008304245,0.000044432087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023090684,0.00025709785,0.00031955805,0.00030835776,0.0002782991,0.0005561005,0.00018888568,0.000270843,0.00046096413],"category_scores_gemma":[0.0010711495,0.00018440526,0.0002726907,0.00023590562,0.0003498396,0.00029160126,0.00021232422,0.00021952386,0.00006397246],"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":[0.0007797488,0.00030364696,0.30069295,0.00012952149,0.00013139515,0.0011743085,0.0003072545,0.35393614,0.32641357,0.00029250703,0.00016868976,0.015670262],"study_design_scores_gemma":[0.000055127,0.0009432962,0.51141053,0.000014515092,0.00007144136,0.00020497915,0.00029814354,0.43026063,0.05628068,0.000119987635,0.00028330125,0.000057292076],"about_ca_topic_score_codex":0.0075570405,"about_ca_topic_score_gemma":0.008307254,"teacher_disagreement_score":0.0075570405,"about_ca_system_score_codex":0.0003325377,"about_ca_system_score_gemma":0.00022977166,"threshold_uncertainty_score":0.0150260925},"labels":[],"label_agreement":null},{"id":"W2410949968","doi":"10.1061/(asce)em.1943-7889.0001121","title":"Thermal-Mechanical Model for Predicting the Wind and Seismic Response of Viscoelastic Dampers","year":2016,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Damper; Viscoelasticity; Structural engineering; Thermal; Seismic loading; Term (time); Dynamic loading; Materials science; Mechanics; Engineering; Physics; Meteorology","score_opus":0.00925967898785834,"score_gpt":0.2010684033163871,"score_spread":0.19180872432852875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410949968","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":[0.13654612,0.00039611702,0.852367,0.00014633105,0.000069591646,0.00012660539,0.0003723818,0.0003989216,0.009576927],"genre_scores_gemma":[0.9669737,0.0003838028,0.026183516,0.00004335909,0.000027774253,0.00020348013,0.0001980953,0.00006161658,0.0059246826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998603,0.000026478347,0.000008340026,0.00003198745,0.000056793575,0.00001617538],"domain_scores_gemma":[0.9998666,0.000051374358,0.000028953662,0.00001904188,0.000023896537,0.000010169382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019432373,0.0005406863,0.0004920442,0.00044618177,0.00027081952,0.000438367,0.00096694764,0.0010737537,0.001573892],"category_scores_gemma":[0.00075472455,0.00039214775,0.0005810401,0.0002499474,0.00046716613,0.00067604124,0.00048987416,0.00043835386,0.00038042106],"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":[0.000011439337,0.000013683967,0.00029349723,0.000022142809,0.000008136924,0.000034593755,0.000019639476,0.98706853,0.008730075,0.0014779714,0.00006264824,0.0022575017],"study_design_scores_gemma":[0.0000021872222,0.0000084417825,0.00017044066,0.000001395988,0.000002320939,0.000007955447,0.00000305821,0.99902654,0.00032943056,0.00023303252,0.0002129446,0.0000023111609],"about_ca_topic_score_codex":0.0039256867,"about_ca_topic_score_gemma":0.0028518685,"teacher_disagreement_score":0.0039256867,"about_ca_system_score_codex":0.00030319908,"about_ca_system_score_gemma":0.0004872727,"threshold_uncertainty_score":0.0078056455},"labels":[],"label_agreement":null},{"id":"W2412970050","doi":"10.1016/j.jweia.2016.05.008","title":"Mean pressure distributions and reattachment lengths for roof-separation bubbles on low-rise buildings","year":2016,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":false,"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":"Turbulence; Roof; Turbulence kinetic energy; Mechanics; Boundary layer; Particle image velocimetry; Aerodynamics; Intensity (physics); Bubble; Flow separation; Materials science; Geology; Meteorology; Physics; Structural engineering; Optics; Engineering","score_opus":0.010823758507350605,"score_gpt":0.2288344603931416,"score_spread":0.218010701885791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412970050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900323,0.000033072716,0.0005546141,0.000008504825,0.0000022567458,0.0000027603119,0.000086923865,0.00003361722,0.0002750112],"genre_scores_gemma":[0.9997315,0.0000071576837,0.00010022246,0.0000010053463,0.0000013628617,0.0000015773988,0.00007325778,0.0000056415183,0.00007833216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998388,0.00001648162,0.0000066201833,0.00003600624,0.00003605613,0.000065917746],"domain_scores_gemma":[0.99892396,0.0005456287,0.00009831734,0.000049323426,0.0002670848,0.00011565792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061555,0.0002211516,0.00046568047,0.00078608526,0.0005277278,0.00061836676,0.0005345165,0.0005079502,0.0022722029],"category_scores_gemma":[0.001270933,0.00022354761,0.00033090965,0.00033072324,0.00042785404,0.00060078537,0.0003289783,0.00049790024,0.00032143315],"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":[0.006831263,0.00075258187,0.4297665,0.00024341192,0.00018896852,0.0021354707,0.0026458767,0.13399003,0.34976092,0.003047948,0.0016855773,0.06895142],"study_design_scores_gemma":[0.000051265186,0.000598876,0.71475464,0.000023126959,0.000065408414,0.00019336524,0.0011565239,0.22940539,0.052808654,0.0003838011,0.00046739023,0.00009163802],"about_ca_topic_score_codex":0.0076463553,"about_ca_topic_score_gemma":0.005470522,"teacher_disagreement_score":0.0076463553,"about_ca_system_score_codex":0.0004991569,"about_ca_system_score_gemma":0.00022043144,"threshold_uncertainty_score":0.015203714},"labels":[],"label_agreement":null},{"id":"W2417775511","doi":"10.1177/0309524x16653486","title":"Urban wind resource assessment in changing climate: Case study","year":2016,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Wind speed; Urban climate; Climate change; Environmental science; Wind power; Resource (disambiguation); Wind resource assessment; Meteorology; Prevailing winds; Geography; Wind direction; Climatology; Urban planning; Environmental resource management; Civil engineering; Geology; Engineering; Computer science; Oceanography","score_opus":0.008092915356394692,"score_gpt":0.2194502314024035,"score_spread":0.2113573160460088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417775511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849396,0.00016583162,0.009576553,0.00015438512,0.000013934257,0.00010463449,0.00048058497,0.000066903,0.00449762],"genre_scores_gemma":[0.9936201,0.00016851698,0.005106687,0.000011021758,0.0000074014933,0.00003600225,0.0001763542,0.000008444004,0.00086554844],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973756,0.00009482037,0.000013936568,0.00003570522,0.000052441846,0.00006546628],"domain_scores_gemma":[0.99964464,0.00017190615,0.000038444206,0.00003391719,0.000056472534,0.00005452104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004135425,0.00039185717,0.00030305228,0.0006198115,0.0008243741,0.0008144361,0.00067505107,0.0011060111,0.0009844289],"category_scores_gemma":[0.0006884073,0.00018348412,0.0005047286,0.0020777707,0.0005668176,0.00044915892,0.00062075234,0.00032173024,0.00011203468],"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":[0.0001188459,0.00025574488,0.036893103,0.00013258193,0.000057687794,0.0041304273,0.00046064204,0.9354497,0.0017976268,0.0032192378,0.0013797065,0.016104711],"study_design_scores_gemma":[0.00006293068,0.00019967827,0.04709617,0.000036084635,0.00007189466,0.0005786998,0.0034924035,0.9377174,0.0032208802,0.0023145461,0.005137105,0.00007213559],"about_ca_topic_score_codex":0.09500676,"about_ca_topic_score_gemma":0.14996935,"teacher_disagreement_score":0.09500676,"about_ca_system_score_codex":0.0020404486,"about_ca_system_score_gemma":0.00076165015,"threshold_uncertainty_score":0.1889075},"labels":[],"label_agreement":null},{"id":"W2418338664","doi":"10.1016/j.buildenv.2016.05.037","title":"Experimental study on the flow characteristics of air curtains at building entrances","year":2016,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Airflow; Computational fluid dynamics; Infiltration (HVAC); Particle image velocimetry; Soap bubble; Environmental science; Marine engineering; Empirical modelling; Meteorology; Engineering; Simulation; Mechanics; Mechanical engineering; Aerospace engineering; Turbulence; Geography; Physics","score_opus":0.013101308188606746,"score_gpt":0.2224004605907347,"score_spread":0.20929915240212796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418338664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99877745,0.000015728361,0.00073960394,0.0000030221095,0.0000071703025,0.000029762508,0.000041718617,0.000009190008,0.0003763997],"genre_scores_gemma":[0.99776804,0.000037590224,0.0009733565,0.0000065090994,0.000008948126,0.000035439192,0.000100056444,0.0000074764816,0.0010624861],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996025,0.00007305216,0.000021207876,0.00010013196,0.000075376905,0.00012764324],"domain_scores_gemma":[0.999132,0.0003858206,0.000080618236,0.00008420002,0.00019547131,0.00012191008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391059,0.0005102579,0.00038859175,0.00040878015,0.00093042466,0.00030802455,0.00045813972,0.00047210028,0.0032034898],"category_scores_gemma":[0.00080065674,0.0002627907,0.0004053214,0.00021124186,0.0006916938,0.0005046197,0.00039273044,0.0005217106,0.0002603758],"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":[0.0039811227,0.0036849491,0.017558135,0.00017103998,0.000028829792,0.00031891183,0.0015447695,0.0015676154,0.9615259,0.00036480682,0.00016646409,0.009087461],"study_design_scores_gemma":[0.00035990047,0.025711859,0.16292414,0.00003537442,0.00016362115,0.0002872232,0.0026023139,0.0094694365,0.7961357,0.00022136632,0.0020020485,0.00008707034],"about_ca_topic_score_codex":0.0015200553,"about_ca_topic_score_gemma":0.0019234163,"teacher_disagreement_score":0.0032034898,"about_ca_system_score_codex":0.00021226694,"about_ca_system_score_gemma":0.00047356286,"threshold_uncertainty_score":0.010716736},"labels":[],"label_agreement":null},{"id":"W2418377062","doi":"10.1061/9780784412626.089","title":"Probabilistic Approach to Determining Internal Pressures Based on Wind Tunnel Measurements","year":2012,"lang":"en","type":"article","venue":"","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Internal pressure; Breakage; Structural engineering; Cladding (metalworking); Wind tunnel; Internal friction; Wind engineering; Environmental science; Engineering; Computer science; Materials science; Aerospace engineering","score_opus":0.048795991771662925,"score_gpt":0.2469453858000761,"score_spread":0.1981493940284132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418377062","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":[0.12546802,0.000099547775,0.8715823,0.000045184064,0.000022148291,0.000102355254,0.00030893672,0.0005324241,0.0018391004],"genre_scores_gemma":[0.9099898,0.00013712497,0.088681094,0.00001298187,0.000019000343,0.00013084718,0.00032236404,0.000037672777,0.0006692118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993687,0.00016425953,0.0000503411,0.00012197805,0.00022079896,0.000073889794],"domain_scores_gemma":[0.9987212,0.0006418728,0.00023824439,0.00010445277,0.00024313643,0.00005107734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010907131,0.00065259973,0.0004566033,0.0011566508,0.0003048216,0.000943466,0.0008846232,0.00066144526,0.0009967539],"category_scores_gemma":[0.003353047,0.000672169,0.0005661778,0.00066806306,0.00037000756,0.00089142524,0.0007671085,0.0006996058,0.00027758756],"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":[0.00014077328,0.00008716488,0.013455823,0.00013313409,0.000065477514,0.00015798639,0.00009409206,0.9384717,0.010309334,0.0028864646,0.00022594645,0.033972148],"study_design_scores_gemma":[0.0000035123876,0.000036618214,0.0034234896,0.000010987286,0.0000062455906,0.00003199699,0.000017541617,0.9945353,0.0009936126,0.0007865571,0.00013793971,0.000016133856],"about_ca_topic_score_codex":0.0025453449,"about_ca_topic_score_gemma":0.0029526255,"teacher_disagreement_score":0.0025453449,"about_ca_system_score_codex":0.0002673069,"about_ca_system_score_gemma":0.00045473297,"threshold_uncertainty_score":0.0057683587},"labels":[],"label_agreement":null},{"id":"W2462849874","doi":"10.5194/amt-10-645-2017","title":"A mobile sensor network to map carbon dioxide emissions in urban environments","year":2017,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Environmental science; Transect; Mixing ratio; Mixing (physics); Atmospheric sciences; Carbon dioxide; Gas analyzer; Plume; Greenhouse gas; Meteorology; Range (aeronautics); Remote sensing; Materials science; Geography; Chemistry; Geology; Physics; Environmental chemistry","score_opus":0.017617960700165927,"score_gpt":0.23468731738073034,"score_spread":0.21706935668056443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462849874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48807374,0.0015048077,0.4855015,0.00043939764,0.0004016613,0.0006121173,0.0057946034,0.00609073,0.011581511],"genre_scores_gemma":[0.8363135,0.0005102378,0.15653537,0.00008437734,0.000039767274,0.00040173545,0.0026302242,0.000056285575,0.0034285916],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983346,0.000030841635,0.00000793093,0.000047321562,0.00006464151,0.000015706568],"domain_scores_gemma":[0.99982506,0.000031343967,0.000018106723,0.000021026413,0.00009045139,0.00001401368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588577,0.0005432806,0.00028068744,0.00083020795,0.00020561671,0.0003472549,0.00037880178,0.00025761485,0.0009716784],"category_scores_gemma":[0.000403774,0.00013119707,0.00016632496,0.0007991498,0.000081122984,0.0005367256,0.00037435303,0.00018791904,0.00032618723],"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":[0.00070197857,0.00043258248,0.05811657,0.000525874,0.00033142272,0.00058655697,0.00022087221,0.20963803,0.12252424,0.0043704724,0.014741367,0.58781004],"study_design_scores_gemma":[0.0000640245,0.0002971078,0.028459381,0.00003450123,0.00006394036,0.00016622394,0.00015506621,0.9323138,0.018074164,0.0015845288,0.018750034,0.000037200138],"about_ca_topic_score_codex":0.0061184736,"about_ca_topic_score_gemma":0.009743624,"teacher_disagreement_score":0.0061184736,"about_ca_system_score_codex":0.0003374971,"about_ca_system_score_gemma":0.0002940704,"threshold_uncertainty_score":0.012165725},"labels":[],"label_agreement":null},{"id":"W2469762383","doi":"10.1007/978-3-319-17777-9_53","title":"Simulation Analysis and Planning Strategies for the Wind Environment of Residential Quarter in Harbin","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microclimate; Quarter (Canadian coin); China; Mode (computer interface); Architectural engineering; Fluent; Residential area; Wind speed; Meteorology; Environmental science; Environmental resource management; Geography; Engineering; Civil engineering; Computer science; Simulation; Computer simulation","score_opus":0.03027639027045154,"score_gpt":0.25923220986941126,"score_spread":0.22895581959895972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469762383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6880644,0.0011728195,0.22619717,0.0013893753,0.00012794412,0.00018459548,0.0014663747,0.00048123766,0.080916114],"genre_scores_gemma":[0.9666637,0.0004849149,0.019613754,0.00004336127,0.000019150535,0.00009328061,0.00047024607,0.0000811405,0.012530463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999074,0.00004144016,0.0000038331855,0.00001249974,0.000013108424,0.000021763166],"domain_scores_gemma":[0.99980885,0.000115395975,0.000013271149,0.000007577338,0.00003773028,0.000017181483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026401776,0.00054323295,0.0005421677,0.00049645145,0.0008425227,0.0010095831,0.00074396445,0.00076830655,0.0042163245],"category_scores_gemma":[0.000612891,0.00046015801,0.00081862597,0.0006839031,0.00029054534,0.0006351295,0.00047883578,0.00053547294,0.0002538779],"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":[0.000013385483,0.000009462851,0.0006791417,0.00000861291,0.0000053122853,0.000035050456,0.00002277929,0.9949492,0.00015234634,0.0014138469,0.0003209267,0.0023898096],"study_design_scores_gemma":[0.0000023421878,0.0000046820996,0.0002529002,0.0000028167756,0.0000033714705,0.0000032210767,0.00003671927,0.99878675,0.00007730517,0.0005972491,0.00023017978,0.0000024772335],"about_ca_topic_score_codex":0.1726396,"about_ca_topic_score_gemma":0.17080998,"teacher_disagreement_score":0.1726396,"about_ca_system_score_codex":0.0016376333,"about_ca_system_score_gemma":0.0017128576,"threshold_uncertainty_score":0.34326947},"labels":[],"label_agreement":null},{"id":"W2474509517","doi":"10.1007/s10546-016-0179-0","title":"Combining Wind-Tunnel and Field Measurements of Street-Canyon Flow via Stochastic Estimation","year":2016,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"CHIST-ERA; Agence Nationale de la Recherche","keywords":"Canyon; Wind tunnel; Geology; Intermittency; Anemometer; Particle image velocimetry; Meteorology; Flow (mathematics); Wind speed; Turbulence; Remote sensing; Mechanics; Physics; Geomorphology","score_opus":0.022889048955859307,"score_gpt":0.2420167332623387,"score_spread":0.2191276843064794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474509517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85854477,0.00019339983,0.13845035,0.0000990309,0.00007325405,0.000039546925,0.00079649646,0.0007257333,0.0010774104],"genre_scores_gemma":[0.97395146,0.00008338166,0.024342164,0.000023747501,0.00004319229,0.000021070206,0.001216803,0.000042832835,0.00027540323],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996749,0.00008965411,0.00001943466,0.00010378411,0.00006453492,0.000047700978],"domain_scores_gemma":[0.9988943,0.0004350469,0.00017089999,0.00012831192,0.00028851908,0.00008303083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010122692,0.00080442266,0.00094073906,0.0015504963,0.0003116502,0.0008869024,0.0005726502,0.0008184937,0.00033604028],"category_scores_gemma":[0.002700692,0.00062073546,0.0006725653,0.0016796069,0.0003410454,0.0015943638,0.0005507284,0.0006761743,0.00016417104],"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":[0.0006852927,0.00077292736,0.12585129,0.00021019761,0.00046478224,0.0001395886,0.00019221041,0.68908966,0.046615228,0.0012342571,0.0016383897,0.13310614],"study_design_scores_gemma":[0.00003859872,0.000047464422,0.033892103,0.000008849134,0.000041428117,0.000017171926,0.000022601778,0.96320707,0.0019127043,0.0005839385,0.00019659803,0.000031556698],"about_ca_topic_score_codex":0.011312266,"about_ca_topic_score_gemma":0.021043098,"teacher_disagreement_score":0.011312266,"about_ca_system_score_codex":0.00031701213,"about_ca_system_score_gemma":0.0010015701,"threshold_uncertainty_score":0.022492886},"labels":[],"label_agreement":null},{"id":"W2478749802","doi":"10.1007/978-4-431-55912-2_7","title":"Wind-Induced Dispersion of Pollutants in the Urban Environment","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"ASHRAE 90.1; Computational fluid dynamics; Wind tunnel; Stack (abstract data type); Pollutant; Environmental science; Dispersion (optics); Meteorology; Marine engineering; Aerodynamics; Field (mathematics); Engineering; Aerospace engineering; Computer science; Geography; Mathematics","score_opus":0.014237701346046705,"score_gpt":0.19638769589450594,"score_spread":0.18214999454845923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478749802","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":[0.027213307,0.3456821,0.0523847,0.0042350013,0.006148131,0.00006843584,0.0007594843,0.00016426583,0.56334454],"genre_scores_gemma":[0.1183968,0.34702763,0.0096430285,0.0008086958,0.0029276886,0.00006422847,0.00070659444,0.0001602364,0.52026516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992704,0.000008423838,0.0000032990615,0.000015046575,0.0000405664,0.000005619985],"domain_scores_gemma":[0.99996436,0.000016997954,0.0000029378275,0.0000034133325,0.000010419835,0.0000018310197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091443406,0.0003939748,0.00028270818,0.0005295039,0.0003254253,0.001166734,0.00041726005,0.0004983537,0.0047469744],"category_scores_gemma":[0.0001447384,0.00018770667,0.00028515203,0.00126447,0.00043534662,0.0010104458,0.00055106654,0.00066583365,0.0011149888],"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":[0.00003589784,0.000105607876,0.0010442644,0.0011494032,0.000048038815,0.0003557881,0.0007605043,0.012558842,0.009708125,0.52562857,0.09029072,0.35831428],"study_design_scores_gemma":[0.0000077593595,0.00005823672,0.0031407536,0.00044812492,0.000031562995,0.000431421,0.00046469746,0.0047363983,0.0046875747,0.20436694,0.7815927,0.00003392023],"about_ca_topic_score_codex":0.002413122,"about_ca_topic_score_gemma":0.0047029057,"teacher_disagreement_score":0.0047469744,"about_ca_system_score_codex":0.00046194674,"about_ca_system_score_gemma":0.0004888195,"threshold_uncertainty_score":0.015880227},"labels":[],"label_agreement":null},{"id":"W2486849977","doi":"10.2134/agronmonogr47.c22","title":"Estimating Tracer Emissions with a Backward Lagrangian Stochastic Technique","year":2005,"lang":"en","type":"book-chapter","venue":"Agronomy monograph/Agronomy","topic":"Wind and Air Flow Studies","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":"University of Alberta","funders":"","keywords":"TRACER; Lagrangian; Environmental science; Mathematics; Econometrics; Applied mathematics; Physics; Nuclear physics","score_opus":0.010146852440037137,"score_gpt":0.20906165253337575,"score_spread":0.19891480009333862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486849977","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":[0.0036225517,0.000089921465,0.9944312,0.00003359364,0.000014092212,0.000012082562,0.000045490953,0.00015148894,0.0015995159],"genre_scores_gemma":[0.10932622,0.00079304795,0.87786067,0.000053848726,0.00003675766,0.00009413516,0.00051224564,0.00017083675,0.011152233],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997873,0.000044983553,0.000007764796,0.000030653482,0.00011980797,0.000009563605],"domain_scores_gemma":[0.99980026,0.00011602031,0.000020410542,0.000016847413,0.000041324354,0.000005185487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005094359,0.000512676,0.00044583506,0.0007387858,0.00025885945,0.00055509916,0.00062541047,0.0003871927,0.0015620281],"category_scores_gemma":[0.0010302656,0.00041786095,0.0006214645,0.00066608563,0.0003068188,0.0007146295,0.000701293,0.00064961374,0.0007451369],"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":[0.0000632312,0.00006839324,0.00382394,0.00021534067,0.00006310325,0.00014840563,0.00021035933,0.5665859,0.06020514,0.08867961,0.0029506471,0.2769859],"study_design_scores_gemma":[0.000007232983,0.00002863588,0.0005920865,0.000017608638,0.000012679593,0.00006698989,0.000015220329,0.97002834,0.009442802,0.013162285,0.006610061,0.000016001077],"about_ca_topic_score_codex":0.004230796,"about_ca_topic_score_gemma":0.006020579,"teacher_disagreement_score":0.004230796,"about_ca_system_score_codex":0.0005084291,"about_ca_system_score_gemma":0.000807783,"threshold_uncertainty_score":0.008412361},"labels":[],"label_agreement":null},{"id":"W2495616427","doi":"10.1080/14733315.2006.11683724","title":"Impact of Internal Pressure Coefficients on Wind-Driven Ventilation Analysis","year":2006,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; University of Exeter","keywords":"Discharge coefficient; Internal pressure; Body orifice; Natural ventilation; Inflow; Ventilation (architecture); Mechanics; Airflow; Porosity; Inlet; Internal flow; Environmental science; Orifice plate; Materials science; Structural engineering; Engineering; Flow (mathematics); Physics; Mechanical engineering; Nozzle; Composite material","score_opus":0.007076046597114426,"score_gpt":0.27293289071384047,"score_spread":0.26585684411672605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495616427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925885,0.00003820111,0.0066543175,0.000012313458,0.0000049838245,0.000007501812,0.00004997463,0.00006474115,0.0005794893],"genre_scores_gemma":[0.99941933,0.000013380957,0.00042875888,0.0000012181486,8.509531e-7,0.0000032503885,0.000037591333,0.000009527765,0.000086162545],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999757,0.000039329767,0.000011692304,0.000034091263,0.00011604218,0.00004184564],"domain_scores_gemma":[0.99888176,0.00075759273,0.00008258652,0.000049412913,0.00017817877,0.000050487208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107026,0.00045110978,0.00043120093,0.0003536966,0.00030945212,0.00044903887,0.00029880647,0.00041340478,0.00062506093],"category_scores_gemma":[0.0015903035,0.00032291704,0.00043335647,0.00024368617,0.00033981068,0.00038253455,0.00033085697,0.0004214905,0.000102698636],"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":[0.0004895163,0.00017383092,0.053595833,0.00016369244,0.000058808684,0.0012192191,0.0002338299,0.8133242,0.10659061,0.00075223943,0.00031214714,0.023086151],"study_design_scores_gemma":[0.000013534993,0.00014043563,0.0343857,0.00001287956,0.000026979511,0.00014783433,0.000058618203,0.916579,0.04823986,0.00017137539,0.00019367517,0.000030050782],"about_ca_topic_score_codex":0.0040510967,"about_ca_topic_score_gemma":0.0029342333,"teacher_disagreement_score":0.0040510967,"about_ca_system_score_codex":0.00026728117,"about_ca_system_score_gemma":0.00031310858,"threshold_uncertainty_score":0.008055031},"labels":[],"label_agreement":null},{"id":"W2498316344","doi":"10.1080/14733315.2003.11683670","title":"Air and Pollutant Transport from Attached Garages to Residential Living Spaces – Literature Review and Field Tests","year":2003,"lang":"en","type":"article","venue":"International Journal of Ventilation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Royal Society","keywords":"Indoor air quality; Engineering; Pollutant; Transport engineering; NIST; Architectural engineering; Civil engineering; Environmental engineering; Environmental science; Computer science","score_opus":0.006768533249578104,"score_gpt":0.2597965479065078,"score_spread":0.2530280146569297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498316344","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":[0.0007770314,0.9979438,0.00017938232,0.00020647347,0.00007773364,0.00004187265,0.00011935076,0.000004914496,0.0006494136],"genre_scores_gemma":[0.0029413856,0.9962412,0.00026800207,0.00014510879,0.00007397421,0.000038837472,0.00013488604,0.0000019833735,0.00015452717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99826825,0.00032916453,0.00045672953,0.00031050039,0.0005525453,0.00008279706],"domain_scores_gemma":[0.99240315,0.004167106,0.0010261737,0.00012162028,0.0021769619,0.00010509379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034712516,0.0014077016,0.0028685427,0.010226579,0.0006360888,0.0022780653,0.0014778108,0.0016457182,0.0036622398],"category_scores_gemma":[0.0047352025,0.00085505494,0.0021896553,0.011546579,0.000888802,0.002391781,0.0009944827,0.0010371212,0.0011125809],"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":[0.00016806362,0.00027529447,0.0024461756,0.4246488,0.0007144281,0.00053427625,0.000734715,0.0007751516,0.0017313523,0.0022035902,0.010593011,0.55517524],"study_design_scores_gemma":[0.000056899426,0.0010996459,0.024869,0.32837635,0.006414471,0.003580394,0.0029865354,0.00066645734,0.0032446869,0.0028691653,0.6256324,0.00020393748],"about_ca_topic_score_codex":0.00915917,"about_ca_topic_score_gemma":0.011705988,"teacher_disagreement_score":0.010226579,"about_ca_system_score_codex":0.0009629238,"about_ca_system_score_gemma":0.005648967,"threshold_uncertainty_score":0.018357992},"labels":[],"label_agreement":null},{"id":"W2503586144","doi":"10.12989/was.2020.30.4.339","title":"Flow-conditioning of a subsonic wind tunnel to model boundary layer flows","year":2020,"lang":"en","type":"article","venue":"Wind and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind tunnel; Turbulence; Boundary layer; Turbulence kinetic energy; Flow (mathematics); Water tunnel; Computational fluid dynamics; Marine engineering; Engineering; Structural engineering; Meteorology; Aerospace engineering; Mechanics; Physics","score_opus":0.015018255563334136,"score_gpt":0.22325489348800875,"score_spread":0.20823663792467462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503586144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84353864,0.00013298266,0.14804254,0.00007407093,0.00006834141,0.00026558904,0.00046687294,0.0006169579,0.006793916],"genre_scores_gemma":[0.9669079,0.000069649264,0.031088835,0.00002091994,0.0000054996544,0.0001538744,0.00029394918,0.00003445282,0.0014247887],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998907,0.000040869207,0.000008231791,0.00001746397,0.000021842478,0.000020906738],"domain_scores_gemma":[0.9997876,0.000084684645,0.000026590596,0.00002153483,0.0000512339,0.000028299604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046210684,0.0005836936,0.00031897178,0.0002742185,0.00035980987,0.00057026924,0.00062807725,0.0006048621,0.001563656],"category_scores_gemma":[0.00049288094,0.00019896199,0.00035324795,0.00016859199,0.00036789666,0.00034621893,0.00035514514,0.0004412544,0.00016974045],"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":[0.00013536455,0.00019703107,0.0039855787,0.000059943926,0.000014009187,0.00010733695,0.00008051634,0.96654105,0.020998914,0.0014636125,0.00021346116,0.006203277],"study_design_scores_gemma":[0.000011566266,0.00005534812,0.00063565775,0.0000050924323,0.0000026028854,0.000008740107,0.000016645707,0.9970258,0.0018825047,0.00010897272,0.0002420233,0.000005082859],"about_ca_topic_score_codex":0.012431404,"about_ca_topic_score_gemma":0.0058409576,"teacher_disagreement_score":0.012431404,"about_ca_system_score_codex":0.00038705673,"about_ca_system_score_gemma":0.0006956006,"threshold_uncertainty_score":0.024718106},"labels":[],"label_agreement":null},{"id":"W2507225786","doi":"10.4271/2016-01-8023","title":"A Novel Technique to Determine Free-Stream Velocity from Ground-Based Anemometric Measurements During Track Tests","year":2016,"lang":"en","type":"article","venue":"SAE International journal of commercial vehicles","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Track (disk drive); Geodesy; Acoustics; Environmental science; Remote sensing; Geology; Engineering; Physics; Mechanical engineering","score_opus":0.03705676417768177,"score_gpt":0.2683753265694259,"score_spread":0.23131856239174414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507225786","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":[0.078712665,0.00031577284,0.91624665,0.00006503638,0.00017265046,0.00013378049,0.00035408296,0.0018793141,0.0021200422],"genre_scores_gemma":[0.49648154,0.00043162765,0.49935645,0.00007028674,0.000082174,0.00024047478,0.0004069827,0.00009987684,0.0028305468],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995784,0.000036670415,0.000019581366,0.00013793007,0.00020084983,0.000026592183],"domain_scores_gemma":[0.9995521,0.000081227656,0.00009452247,0.00005648066,0.00019536543,0.000020346673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032514214,0.0007982544,0.00044542746,0.0011707832,0.00031902228,0.0005272894,0.0007808737,0.00063896424,0.0007845983],"category_scores_gemma":[0.0008833871,0.00035731742,0.00038180096,0.0006492173,0.00020203194,0.00074007316,0.0004474255,0.0008014071,0.000720195],"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":[0.00016614,0.00028454704,0.019893643,0.0003986906,0.00009705539,0.0002164557,0.00037164404,0.01969928,0.4059404,0.0018106743,0.0021268597,0.54899466],"study_design_scores_gemma":[0.000058099115,0.00088307663,0.027806047,0.00008832265,0.00011876455,0.0008985159,0.00021378923,0.6827078,0.2743238,0.0009259167,0.011817248,0.00015855908],"about_ca_topic_score_codex":0.0015577275,"about_ca_topic_score_gemma":0.0028473171,"teacher_disagreement_score":0.0015577275,"about_ca_system_score_codex":0.00026210808,"about_ca_system_score_gemma":0.000640065,"threshold_uncertainty_score":0.0030972958},"labels":[],"label_agreement":null},{"id":"W2509194620","doi":"10.1007/s10694-016-0619-x","title":"Real-Time Forecasting of Building Fire Growth and Smoke Transport via Ensemble Kalman Filter","year":2016,"lang":"en","type":"article","venue":"Fire Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Smoke; Ensemble Kalman filter; Environmental science; Computer science; Kalman filter; Simulation; Meteorology; Engineering; Extended Kalman filter; Artificial intelligence; Waste management","score_opus":0.01134206882565012,"score_gpt":0.2063278091294432,"score_spread":0.1949857403037931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509194620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63561934,0.0003797159,0.361382,0.00014038333,0.000105701656,0.00001384353,0.00039806945,0.0006313766,0.001329572],"genre_scores_gemma":[0.98712593,0.000111163805,0.011981141,0.000008408952,0.000015399522,0.0000088324305,0.00027799234,0.00001413881,0.00045700726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987197,0.000017365592,0.000010250615,0.00003848391,0.000040041792,0.000021811244],"domain_scores_gemma":[0.99946004,0.00025262003,0.00008386842,0.0000464109,0.00013342453,0.000023648596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050492206,0.0005247581,0.00069663883,0.0005239507,0.00027162553,0.0005615906,0.0004691542,0.00058262725,0.0004392605],"category_scores_gemma":[0.001538087,0.00037719807,0.00051836006,0.00062739255,0.00017985814,0.0010790064,0.0003201508,0.0008358955,0.00014561063],"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":[0.000060435766,0.000042014657,0.005670521,0.000018970928,0.000043293767,0.00002091702,0.000019681527,0.9682805,0.0026603888,0.00043124467,0.0002291892,0.022522807],"study_design_scores_gemma":[0.0000012506674,0.00000263165,0.0010238758,6.9865706e-7,0.0000027747533,0.0000012380208,0.0000014158395,0.99866474,0.00019627577,0.00008075647,0.000022456294,0.0000018839722],"about_ca_topic_score_codex":0.034338895,"about_ca_topic_score_gemma":0.03105694,"teacher_disagreement_score":0.034338895,"about_ca_system_score_codex":0.0004926195,"about_ca_system_score_gemma":0.00056764076,"threshold_uncertainty_score":0.068278015},"labels":[],"label_agreement":null},{"id":"W2521237722","doi":"10.1016/j.jweia.2016.08.011","title":"Comparison of wind tunnel and on site measurements for urban wind energy estimation of potential yield","year":2016,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Yarmouk University; Concordia University","keywords":"Terrain; Wind tunnel; Upstream (networking); Wind speed; Wind gradient; Wind power; Homogeneity (statistics); Wind profile power law; Meteorology; Environmental science; Roughness length; Planetary boundary layer; Wind direction; Boundary layer; Engineering; Mathematics; Geography; Statistics; Aerospace engineering","score_opus":0.031741724687737005,"score_gpt":0.23019068746975394,"score_spread":0.19844896278201693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521237722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909704,0.000036766814,0.0066161966,0.000009255423,0.000012591517,0.000021410355,0.0008890042,0.0001334766,0.0013108318],"genre_scores_gemma":[0.99661094,0.000027314973,0.0023776072,0.0000044586895,0.0000036368108,0.000018399418,0.0007019606,0.000023905384,0.00023168976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996971,0.00006036466,0.000024880483,0.0000737088,0.00010820542,0.00003571297],"domain_scores_gemma":[0.99916065,0.00024197942,0.0000645499,0.00008715571,0.00040962527,0.000036009416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059183215,0.000602076,0.00039071764,0.0007065675,0.00028139804,0.00051124254,0.00048052485,0.0006800791,0.0009279767],"category_scores_gemma":[0.001078878,0.0002725906,0.00027335293,0.0008975916,0.00014685692,0.00066808064,0.00023706928,0.00027780494,0.0003626796],"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":[0.0021335545,0.0012604754,0.5192349,0.0004402725,0.0002800447,0.0004798209,0.00095600035,0.076520376,0.2857168,0.00051318307,0.0018312659,0.1106333],"study_design_scores_gemma":[0.000103762926,0.0007082418,0.7759156,0.00005088957,0.00016279257,0.00026079072,0.0006240063,0.17321838,0.04682911,0.00021459027,0.0018411059,0.00007072125],"about_ca_topic_score_codex":0.0043682656,"about_ca_topic_score_gemma":0.010634118,"teacher_disagreement_score":0.0043682656,"about_ca_system_score_codex":0.00016310613,"about_ca_system_score_gemma":0.00027345354,"threshold_uncertainty_score":0.008685708},"labels":[],"label_agreement":null},{"id":"W2521434741","doi":"","title":"Intégration de la Ventilation Naturelle en Façade de Bâtiment","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Wind and Air Flow Studies","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":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0058412489211844545,"score_gpt":0.21800813722008022,"score_spread":0.21216688829889577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521434741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6234695,0.0020272634,0.32393503,0.0005061985,0.00025849542,0.000062569234,0.001175205,0.0015420855,0.04702365],"genre_scores_gemma":[0.96797895,0.00044915683,0.016736344,0.00003315324,0.00009061003,0.000052677802,0.0004911521,0.00024695726,0.013921087],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993636,0.000086149106,0.000016468619,0.00019514386,0.00027327292,0.00006536913],"domain_scores_gemma":[0.9996424,0.00013314302,0.000024222736,0.000041985302,0.00013022173,0.00002810117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037743474,0.00087661383,0.00059266586,0.0013801083,0.00047102934,0.002268823,0.00047357075,0.0007563438,0.005366688],"category_scores_gemma":[0.0008744523,0.00039083313,0.0010239752,0.00089976744,0.0003534231,0.0016626329,0.00065859954,0.0010343372,0.0011692903],"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":[0.00054096314,0.00031316365,0.050190885,0.00043048512,0.000614016,0.0005338154,0.00083072635,0.4897336,0.1565451,0.051908012,0.002295323,0.24606387],"study_design_scores_gemma":[0.00003441705,0.000188983,0.15305991,0.00007040543,0.00014903792,0.00038572977,0.00032180955,0.7856595,0.025969632,0.011911686,0.022124225,0.0001247298],"about_ca_topic_score_codex":0.023015784,"about_ca_topic_score_gemma":0.020173345,"teacher_disagreement_score":0.023015784,"about_ca_system_score_codex":0.0012080179,"about_ca_system_score_gemma":0.00067353103,"threshold_uncertainty_score":0.04576367},"labels":[],"label_agreement":null},{"id":"W2522036952","doi":"10.1080/10962247.2016.1232667","title":"Simulation of gaseous pollutant dispersion around an isolated building using the <i>k–ω SST</i> (shear stress transport) turbulence model","year":2016,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; AERMOD; Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Mechanics; Atmospheric dispersion modeling; K-epsilon turbulence model; Turbulence modeling; Dispersion (optics); Reynolds stress; Meteorology; Environmental science; Physics; Chemistry","score_opus":0.010303706649823507,"score_gpt":0.22691304023991052,"score_spread":0.21660933359008702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522036952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95433366,0.00023109335,0.030324683,0.00031227653,0.000090252855,0.0000764828,0.00062811,0.0005116035,0.013491839],"genre_scores_gemma":[0.99197656,0.00012399444,0.005697582,0.000028088523,0.00000868415,0.000033059525,0.00034812215,0.000019995168,0.0017640206],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998808,0.000020893458,0.000009316993,0.000020153839,0.00003332934,0.00003542723],"domain_scores_gemma":[0.9997603,0.000095616015,0.000038481452,0.000016899778,0.000048967533,0.00003973132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020250503,0.00055546826,0.00055975094,0.00036213687,0.00054317474,0.0008956391,0.0006520228,0.0010093166,0.0012646297],"category_scores_gemma":[0.00046054204,0.00021566957,0.0007448259,0.00042708556,0.00048031783,0.00044768804,0.00055340806,0.0005928896,0.00017617627],"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":[0.00003814014,0.000049901057,0.0022178292,0.000018950659,0.000009488247,0.000112261434,0.000026374923,0.99337655,0.0020063587,0.0006380057,0.00018490414,0.0013212438],"study_design_scores_gemma":[0.0000056998156,0.000019898505,0.00033389748,0.0000018003864,0.0000023674575,0.00000594604,0.000012893344,0.99912053,0.00034873027,0.000056507182,0.00008843404,0.000003312141],"about_ca_topic_score_codex":0.037372157,"about_ca_topic_score_gemma":0.016178992,"teacher_disagreement_score":0.037372157,"about_ca_system_score_codex":0.00060004974,"about_ca_system_score_gemma":0.001096882,"threshold_uncertainty_score":0.07430929},"labels":[],"label_agreement":null},{"id":"W2527869164","doi":"10.11159/ffhmt16.125","title":"Identification of Indoor Contaminant Source by Inverse Zonal Method","year":2016,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Computer science; Environmental science; Inverse; Mathematics","score_opus":0.013964502538392322,"score_gpt":0.23347390123420791,"score_spread":0.2195093986958156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527869164","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":[0.010539569,0.000099847304,0.98735654,0.000040411498,0.0000143180305,0.000026739042,0.000044658947,0.00039898112,0.001478878],"genre_scores_gemma":[0.3803112,0.00052271184,0.61338145,0.000051068528,0.000023048351,0.00016808436,0.00026595645,0.00019038934,0.0050861286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997582,0.00005353692,0.000008694406,0.000058278838,0.00009836266,0.000022926506],"domain_scores_gemma":[0.9997849,0.00007146857,0.000032875618,0.000023291368,0.000080777994,0.0000066349576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030046108,0.0006788844,0.00048880227,0.00078919413,0.0003698658,0.0005615058,0.00066126534,0.00062233396,0.0017068768],"category_scores_gemma":[0.00080271787,0.00031847498,0.0006181458,0.0006102409,0.00042176887,0.0010599046,0.00066761154,0.00050162256,0.000526458],"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":[0.00011427998,0.000041956224,0.0028295722,0.00021938627,0.00004193374,0.00016627322,0.00022613026,0.8174899,0.05313107,0.011670567,0.0011237372,0.1129453],"study_design_scores_gemma":[0.000004231076,0.000010743429,0.00027436967,0.0000045517536,0.0000051770126,0.000030517775,0.00002133249,0.9943193,0.0031593202,0.00093879754,0.0012195684,0.000012035478],"about_ca_topic_score_codex":0.007740971,"about_ca_topic_score_gemma":0.006291693,"teacher_disagreement_score":0.007740971,"about_ca_system_score_codex":0.00047611498,"about_ca_system_score_gemma":0.0011449603,"threshold_uncertainty_score":0.015391827},"labels":[],"label_agreement":null},{"id":"W2529112684","doi":"10.11159/ffhmt16.151","title":"Investigation of Opening Positions on the Natural Ventilation in a Low-Rise Building by CFD Analysis","year":2016,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural ventilation; Computational fluid dynamics; Computer science; Architectural engineering; Natural (archaeology); Environmental science; Ventilation (architecture); Marine engineering; Engineering; Mechanical engineering; Aerospace engineering; Geology","score_opus":0.015072889719601594,"score_gpt":0.22363011363749286,"score_spread":0.20855722391789125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529112684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597234,0.000067996065,0.003192868,0.000008486909,0.000005132448,0.000004686,0.000029919855,0.00004663938,0.0006719598],"genre_scores_gemma":[0.9992586,0.0000355886,0.0005886462,0.0000014482758,0.0000011692667,0.0000015353563,0.000012895495,0.0000040498994,0.000096039104],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992025,0.000015266187,0.0000038008664,0.000013885923,0.000027830218,0.00001896801],"domain_scores_gemma":[0.999559,0.00030808375,0.000045204364,0.000022721382,0.000037450653,0.0000276561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013129832,0.00020601803,0.000339378,0.00025113937,0.0001994412,0.00038437414,0.00019396388,0.0002687948,0.0008043901],"category_scores_gemma":[0.0005099256,0.00014747605,0.0002634844,0.00015185351,0.000372038,0.00023616149,0.00021790377,0.00016502138,0.00010442443],"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":[0.0010960946,0.0003642969,0.034407914,0.0002401425,0.00004759869,0.0014983808,0.00043314227,0.49525318,0.42334926,0.00095897826,0.00024116138,0.042109966],"study_design_scores_gemma":[0.000036756588,0.0007470411,0.10785532,0.00003265133,0.00010740451,0.0003238341,0.00039792425,0.74472976,0.14450125,0.0003813417,0.0008123939,0.00007426288],"about_ca_topic_score_codex":0.0010430645,"about_ca_topic_score_gemma":0.0010315296,"teacher_disagreement_score":0.0010430645,"about_ca_system_score_codex":0.00016529918,"about_ca_system_score_gemma":0.00019144754,"threshold_uncertainty_score":0.002690971},"labels":[],"label_agreement":null},{"id":"W2530159993","doi":"10.1002/qj.2937","title":"The non‐local character of turbulence asymmetry in the convective atmospheric boundary layer","year":2016,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Convective Boundary Layer; Asymmetry; Mechanics; Parametrization (atmospheric modeling); Planetary boundary layer; Convection; Boundary layer; Turbulence; Mass flux; Physics; Turbulent diffusion; Statistical physics; Meteorology","score_opus":0.006645748738320732,"score_gpt":0.20923554596418423,"score_spread":0.20258979722586348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530159993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85793835,0.00026583427,0.13727532,0.00011405989,0.000021698239,0.0000295726,0.00009466598,0.00021906776,0.0040413975],"genre_scores_gemma":[0.99808407,0.000034770812,0.0017420783,0.0000041912913,0.0000045661563,0.000003708568,0.000015441025,0.000009542598,0.000101745296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997986,0.000054138425,0.000012782928,0.00003761772,0.000055307915,0.000041618456],"domain_scores_gemma":[0.99919575,0.00036431846,0.0002151091,0.00013053286,0.00004997824,0.000044202494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073211605,0.0002870757,0.00030933562,0.00048729082,0.00033625547,0.00081265735,0.00041838168,0.00033371247,0.0002464475],"category_scores_gemma":[0.0016744885,0.00018484272,0.00046586717,0.000295943,0.0006978565,0.0008806603,0.0006675196,0.0004642533,0.000045295812],"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":[0.00039372526,0.00011583713,0.085120894,0.00015067446,0.000094005765,0.0010328429,0.00049217656,0.6229138,0.11013662,0.1212998,0.00044412637,0.0578055],"study_design_scores_gemma":[0.000013411803,0.00006062774,0.025547534,0.000012603812,0.000018375764,0.0001851096,0.000051847663,0.9485073,0.009284045,0.015929263,0.00036530144,0.000024620604],"about_ca_topic_score_codex":0.0024086242,"about_ca_topic_score_gemma":0.0015140509,"teacher_disagreement_score":0.0024086242,"about_ca_system_score_codex":0.00059184595,"about_ca_system_score_gemma":0.0003559086,"threshold_uncertainty_score":0.004789233},"labels":[],"label_agreement":null},{"id":"W2555026989","doi":"10.1139/cjce-2016-0232","title":"Assessment of wind speeds based on damage observations from the Angus (Ontario) Tornado of 17 June 2014","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Catastrophic Loss Reduction","keywords":"Tornado; Fujita scale; Roof; Environmental science; Storm; Fragility; Doors; Forensic engineering; Meteorology; Engineering; Geography; Civil engineering; Structural engineering","score_opus":0.011093419386331346,"score_gpt":0.1884986108925795,"score_spread":0.17740519150624814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555026989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993761,0.00006148719,0.00026594265,0.000021777254,0.000007262931,0.000045873072,0.0016202236,0.000018627426,0.004197884],"genre_scores_gemma":[0.9959298,0.00015133257,0.0006189632,0.0000057138514,0.000004020342,0.00002164608,0.0020103918,0.000004611165,0.001253456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996879,0.00001338952,0.000016726799,0.000036426976,0.00016623427,0.00007937338],"domain_scores_gemma":[0.99932384,0.000039208342,0.00014465842,0.000021602862,0.0003442986,0.00012650307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023090332,0.00038514697,0.00022728638,0.0014320721,0.0009725731,0.00060466497,0.0002951774,0.00024196322,0.0008613995],"category_scores_gemma":[0.0008455024,0.00022453922,0.00013063158,0.0011987329,0.00031292444,0.00018947969,0.0003928141,0.0002299292,0.00023419321],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012662809,0.000027944261,0.9816758,0.000034696888,0.000025411455,0.0004440474,0.0010921153,0.0015263866,0.004328389,0.000047033664,0.00079583173,0.009875745],"study_design_scores_gemma":[0.0000019672436,0.000014886891,0.9977812,0.000008135356,0.000004469275,0.000022461925,0.00054451806,0.0008043078,0.0001813565,0.0000056619265,0.0006266641,0.0000042785446],"about_ca_topic_score_codex":0.6723012,"about_ca_topic_score_gemma":0.9166511,"teacher_disagreement_score":0.32769883,"about_ca_system_score_codex":0.0025011399,"about_ca_system_score_gemma":0.0015956828,"threshold_uncertainty_score":0.6592574},"labels":[],"label_agreement":null},{"id":"W2555459732","doi":"10.5194/wes-1-237-2016","title":"Effect of Reynolds number and inflow parameters on mean and turbulent flow over complex topography","year":2016,"lang":"en","type":"article","venue":"Wind energy science","topic":"Wind and Air Flow Studies","field":"Environmental Science","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; Strategiske Forskningsråd","keywords":"Reynolds number; Turbulence; Mechanics; Inflow; Flow (mathematics); Geology; Mathematics; Physics","score_opus":0.006456134076490539,"score_gpt":0.2184428866840937,"score_spread":0.21198675260760316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555459732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999466,0.000009419134,0.0003605821,0.0000037156585,9.860362e-7,0.0000026954067,0.000025673055,0.000012632449,0.000118260825],"genre_scores_gemma":[0.9997073,0.0000074797053,0.00021520526,0.0000013860417,3.007123e-7,0.0000013758812,0.00002480128,0.0000030549693,0.000038966722],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998553,0.00003054814,0.000013036134,0.00003123415,0.000029605817,0.000040343857],"domain_scores_gemma":[0.99928844,0.00041176207,0.00008806829,0.00007036398,0.00007981805,0.00006159654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025767527,0.00030356264,0.0003470307,0.0002971222,0.00030499484,0.00067365356,0.0002076432,0.0003077252,0.0005459314],"category_scores_gemma":[0.0013747861,0.00019516658,0.0002972137,0.00023208171,0.0004483998,0.00036253995,0.0002786214,0.0002610977,0.000071629016],"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":[0.0010879397,0.00031999324,0.23843078,0.0001224256,0.0001189387,0.0010992077,0.00031459148,0.51353896,0.23079914,0.00035602495,0.00018131487,0.0136306975],"study_design_scores_gemma":[0.00009399566,0.0011559366,0.34026286,0.000019849651,0.000085956606,0.00019262964,0.00034799334,0.591946,0.06532478,0.00018451469,0.0003086138,0.000076878445],"about_ca_topic_score_codex":0.007608202,"about_ca_topic_score_gemma":0.008248652,"teacher_disagreement_score":0.007608202,"about_ca_system_score_codex":0.0003610417,"about_ca_system_score_gemma":0.00028231923,"threshold_uncertainty_score":0.015127838},"labels":[],"label_agreement":null},{"id":"W2559134968","doi":"","title":"Estimation of Wind Hazard over Canada and Reliability-based Assignment of Design Wind Load","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Wind power; Reliability engineering; Wind engineering; Estimation; Hazard; Computer science; Engineering; Environmental science; Structural engineering; Electrical engineering; Power (physics)","score_opus":0.03531542619263658,"score_gpt":0.2502702750494353,"score_spread":0.2149548488567987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559134968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98819923,0.00010416589,0.0068866,0.000044266533,0.000002768321,0.000028158458,0.0018719462,0.00011076522,0.0027521744],"genre_scores_gemma":[0.9950228,0.00005229433,0.0029649877,0.0000035723533,9.1801195e-7,0.0000075604653,0.0013415241,0.000009186105,0.0005972698],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942917,0.00005423095,0.000023182294,0.000093169816,0.0002989081,0.00010128883],"domain_scores_gemma":[0.99794716,0.0002499334,0.00032153228,0.00010085517,0.0012820831,0.00009845538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074842334,0.00033355784,0.00018305109,0.0018089396,0.00040745406,0.0005877894,0.00052805693,0.00017587416,0.00048780174],"category_scores_gemma":[0.0032320465,0.00017667405,0.00027329454,0.0019824046,0.00024809287,0.00025156164,0.00041863642,0.00025011424,0.0000887263],"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":[0.00008880326,0.000027243948,0.8848947,0.000043235854,0.00006922168,0.0001203048,0.00040329123,0.073627256,0.0016541462,0.00071015715,0.0008093572,0.037552256],"study_design_scores_gemma":[0.0000040086456,0.000020640262,0.8968956,0.000013373793,0.000020418598,0.000032074724,0.00036854827,0.10068243,0.0008627897,0.00013931746,0.0009415936,0.000019124143],"about_ca_topic_score_codex":0.9524578,"about_ca_topic_score_gemma":0.96137714,"teacher_disagreement_score":0.047542214,"about_ca_system_score_codex":0.007652599,"about_ca_system_score_gemma":0.0066951434,"threshold_uncertainty_score":0.095644355},"labels":[],"label_agreement":null},{"id":"W2559395261","doi":"","title":"23rd AIAA Applied Aerodynamics Conference, Toronto, Canada","year":2005,"lang":"en","type":"book-chapter","venue":"AIAA eBooks","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Aeronautics; Computer science; Aerospace engineering; Engineering","score_opus":0.00810269381774151,"score_gpt":0.17590425106597007,"score_spread":0.16780155724822857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559395261","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":[0.0036149595,0.01580435,0.009557999,0.0058290963,0.012567407,0.00012643971,0.0026624857,0.00083215104,0.9490052],"genre_scores_gemma":[0.0027424276,0.0034027707,0.0010988066,0.00008017675,0.000110340225,0.000014204948,0.0005905031,0.00009151968,0.9918692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944955,0.000023345545,0.00001082019,0.00005022787,0.0003691534,0.00009691106],"domain_scores_gemma":[0.99939454,0.000017248358,0.0000066817206,0.000021310663,0.0004748925,0.00008538446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006470365,0.0011544389,0.0006488196,0.0011300364,0.0030510023,0.0030676296,0.0008321417,0.0010485427,0.20857963],"category_scores_gemma":[0.0006890469,0.00043376046,0.00039373527,0.0017277555,0.0006579073,0.0009350868,0.0013004037,0.0011353457,0.07021215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051343624,0.000032114363,0.0003978793,0.00007440804,0.0000072614357,0.00007800639,0.00012198408,0.00082955416,0.0009342855,0.0030502116,0.8946815,0.099741384],"study_design_scores_gemma":[0.000005032378,0.000011718195,0.0010343287,0.00004965988,0.000006719446,0.000026031941,0.00015255326,0.00060449034,0.00044688952,0.00041971216,0.9972349,0.000008048615],"about_ca_topic_score_codex":0.6593867,"about_ca_topic_score_gemma":0.88331133,"teacher_disagreement_score":0.3406133,"about_ca_system_score_codex":0.006061454,"about_ca_system_score_gemma":0.0146476505,"threshold_uncertainty_score":0.69776833},"labels":[],"label_agreement":null},{"id":"W2560532855","doi":"10.1115/fedsm2016-7640","title":"Investigation of Mean and Turbulent Flow Behaviour Over an Escarpment","year":2016,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Western University","funders":"Danmarks Tekniske Universitet","keywords":"Reynolds number; Turbulence; Mechanics; Particle image velocimetry; Turbulence kinetic energy; Flow (mathematics); Mean flow; Escarpment; Meteorology; Physics; Geology; Geomorphology","score_opus":0.01350443851410075,"score_gpt":0.20971595635831017,"score_spread":0.19621151784420943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560532855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992811,0.000007421653,0.0003804711,0.0000048413744,7.0178766e-7,0.000005765158,0.000048208192,0.000021690625,0.00024984108],"genre_scores_gemma":[0.9992514,0.00001571147,0.0004695984,0.0000021473122,4.3665585e-7,0.000005134796,0.000077006116,0.0000037088003,0.00017479881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998847,0.000009589453,0.000006062787,0.000046470886,0.000028910485,0.000024189869],"domain_scores_gemma":[0.9998379,0.000046078294,0.000025414181,0.000028668073,0.000036424382,0.000025486488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015167322,0.0003427498,0.0005331455,0.00042835582,0.00051222765,0.00096386235,0.0004673552,0.00055062555,0.0005520936],"category_scores_gemma":[0.00034741632,0.00026995077,0.00039564326,0.00042732622,0.00035587954,0.00035291052,0.00026043016,0.00036009966,0.0001234247],"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":[0.00067247456,0.0005417817,0.1654086,0.00007393754,0.00018061647,0.0016525945,0.00057827093,0.6493729,0.16140638,0.0004983481,0.0002889024,0.019325221],"study_design_scores_gemma":[0.00007070714,0.00094878563,0.31257486,0.00001864898,0.00009615465,0.00020114718,0.00047024112,0.6615518,0.022986082,0.0001919334,0.0008170198,0.00007270215],"about_ca_topic_score_codex":0.04064861,"about_ca_topic_score_gemma":0.027344037,"teacher_disagreement_score":0.04064861,"about_ca_system_score_codex":0.0011109652,"about_ca_system_score_gemma":0.00057213526,"threshold_uncertainty_score":0.08082402},"labels":[],"label_agreement":null},{"id":"W2565261943","doi":"10.1115/1.4035461","title":"Uncertainty Evaluation of Friction Velocity Measurements by Oil-Film Interferometry","year":2016,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Wind tunnel; Roughness length; Boundary layer; Shear velocity; Surface finish; Log wind profile; Surface roughness; Planetary boundary layer; Turbulence; Wind speed; Shear stress; Boundary layer thickness; Mechanics; Materials science; Wind profile power law; Wind gradient; Meteorology; Physics; Composite material","score_opus":0.02385526253487536,"score_gpt":0.23769906126228593,"score_spread":0.21384379872741058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565261943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81917167,0.0005720842,0.1774308,0.00005094235,0.00006788554,0.00008893498,0.00030181496,0.00037923106,0.0019366309],"genre_scores_gemma":[0.98074865,0.000116519645,0.018771855,0.000010832177,0.000010888592,0.000038614755,0.00015300975,0.00003467596,0.000115020885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9945364,0.0012243199,0.00031104177,0.00043743633,0.0032448412,0.00024597265],"domain_scores_gemma":[0.99383545,0.0032138445,0.00056984765,0.00083796703,0.0014716235,0.00007138652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040228795,0.0008102688,0.00058281916,0.002016838,0.00049363275,0.0007207765,0.0009157577,0.00086641393,0.0003249215],"category_scores_gemma":[0.011700644,0.00031604615,0.0005223707,0.0011022887,0.00075024564,0.0007787135,0.0010004296,0.00042350372,0.000087238055],"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":[0.0013245458,0.0005404833,0.08249992,0.0005711745,0.00038335178,0.0005313313,0.0012668344,0.12429611,0.6464906,0.002673075,0.00061065523,0.13881199],"study_design_scores_gemma":[0.00007042623,0.0013117498,0.087664865,0.00011390932,0.00018770981,0.0004884551,0.0004933332,0.35217974,0.55364877,0.0013951472,0.0022178907,0.00022801044],"about_ca_topic_score_codex":0.002323798,"about_ca_topic_score_gemma":0.0023541858,"teacher_disagreement_score":0.0040228795,"about_ca_system_score_codex":0.0004741704,"about_ca_system_score_gemma":0.0003884586,"threshold_uncertainty_score":0.021275282},"labels":[],"label_agreement":null},{"id":"W2567633704","doi":"10.1007/s00704-016-2011-7","title":"Wind climatology of Toronto based on the NCEP/NCAR reanalysis 1 data and its potential relation to solar activity","year":2016,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"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":"Westerlies; Wind speed; Environmental science; Meteorology; Climatology; Atmospheric research; Atmospheric sciences; Wind direction; Prevailing winds; Geography; Geology","score_opus":0.010044760738736004,"score_gpt":0.23230522012181765,"score_spread":0.22226045938308164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567633704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8725609,0.0011875561,0.001612452,0.00081096886,0.00006444237,0.000038227114,0.09466287,0.00014504707,0.028917475],"genre_scores_gemma":[0.9873131,0.00055991067,0.00062690454,0.000017860126,0.000010261853,0.000010439978,0.0077741058,0.000010773033,0.003676727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999546,0.0000049896876,0.0000026377718,0.00000897321,0.000015196231,0.0000136537565],"domain_scores_gemma":[0.999752,0.00001787216,0.000040254527,0.0000101068445,0.00013739183,0.000042340955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007087144,0.00014916726,0.00007961255,0.0006384897,0.00063625607,0.00046073413,0.00014856525,0.00011044792,0.0044942307],"category_scores_gemma":[0.0003871348,0.00009368933,0.00011556693,0.0018962539,0.0001584811,0.00021418447,0.00015787642,0.00019476912,0.00039788653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039587962,0.00006647491,0.832546,0.0005801753,0.00016112793,0.00070215814,0.002949719,0.026282672,0.010007839,0.0105051035,0.072687,0.04311583],"study_design_scores_gemma":[0.0000077965005,0.000009733227,0.98226786,0.000025640897,0.00002221902,0.000036734913,0.00048295385,0.003921337,0.00054336764,0.00016811455,0.012501722,0.000012549497],"about_ca_topic_score_codex":0.9632659,"about_ca_topic_score_gemma":0.98516995,"teacher_disagreement_score":0.036734104,"about_ca_system_score_codex":0.005082192,"about_ca_system_score_gemma":0.0043464885,"threshold_uncertainty_score":0.07390082},"labels":[],"label_agreement":null},{"id":"W2573785291","doi":"10.1175/jas-d-16-0228.1","title":"Scaling Laws for the Longitudinal Structure Function in the Atmospheric Surface Layer","year":2017,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Turbulence; Scaling; Dissipation; Physics; Atmospheric instability; Advection; Mechanics; Buoyancy; Turbulence kinetic energy; Power law; Classical mechanics; Statistical physics; Meteorology; Thermodynamics; Geometry; Mathematics; Wind speed","score_opus":0.029557863221796574,"score_gpt":0.2714696805839238,"score_spread":0.24191181736212722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573785291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8236385,0.0011732536,0.16072214,0.00057815254,0.00006766663,0.00006835003,0.00032484968,0.00056713715,0.01286005],"genre_scores_gemma":[0.9939207,0.00017103743,0.0052485405,0.000018470371,0.000041693027,0.000036501646,0.00007209696,0.000028749388,0.00046218577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999801,0.000038120812,0.000011314602,0.00004215961,0.000072967094,0.000034509118],"domain_scores_gemma":[0.99763596,0.0009777317,0.00049543614,0.00023550942,0.0005171556,0.00013824961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093194755,0.00030827694,0.0001463813,0.0013791176,0.00034183805,0.00082625175,0.00033776942,0.00031768592,0.0008486923],"category_scores_gemma":[0.0061447015,0.00017539569,0.00021300228,0.00032591584,0.0008150603,0.0013142375,0.00037939975,0.0004902808,0.00016668488],"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":[0.00028543608,0.00023806833,0.10772807,0.00022023139,0.00009442578,0.00096857885,0.0012570866,0.15209931,0.11944376,0.5255231,0.0036475346,0.08849446],"study_design_scores_gemma":[0.00002900261,0.0001519931,0.062356673,0.0000626699,0.000016910926,0.00039062,0.000172019,0.7925801,0.010971802,0.13093217,0.0022563231,0.000079754784],"about_ca_topic_score_codex":0.0010375372,"about_ca_topic_score_gemma":0.00038035,"teacher_disagreement_score":0.0013791176,"about_ca_system_score_codex":0.0006369599,"about_ca_system_score_gemma":0.00021465123,"threshold_uncertainty_score":0.0049286485},"labels":[],"label_agreement":null},{"id":"W2578677649","doi":"10.14796/jwmm.c415","title":"Sewer Ventilation Modeling","year":2017,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ventilation (architecture); Environmental science; Computer science; Engineering; Mechanical engineering","score_opus":0.02626447926964832,"score_gpt":0.24180119439164247,"score_spread":0.21553671512199415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578677649","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":[0.2087634,0.0008908288,0.717479,0.0006188603,0.00018180463,0.00046301502,0.0037287138,0.0022700098,0.06560442],"genre_scores_gemma":[0.90992,0.00077003305,0.03705851,0.000090176305,0.000036955487,0.0005557045,0.0014145472,0.00028011095,0.04987395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997366,0.000040569354,0.000016711876,0.00007396205,0.00008511389,0.00004701695],"domain_scores_gemma":[0.99979085,0.00006172515,0.000027374415,0.00002134491,0.00008534487,0.00001330637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023676478,0.0006060549,0.000840345,0.0005508313,0.00058939756,0.0014098133,0.0020916515,0.0017753823,0.0057063485],"category_scores_gemma":[0.00072285533,0.00040858376,0.0010074913,0.0006430329,0.00030887502,0.0011481838,0.0006189213,0.000709304,0.0014817344],"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":[0.000019350733,0.00004501764,0.0011976265,0.000064985215,0.000017966135,0.00010626311,0.00006648875,0.97658086,0.0036351567,0.008864558,0.0012178393,0.008183925],"study_design_scores_gemma":[0.0000067762603,0.00001205765,0.0004269911,0.000006524806,0.000006293675,0.000028252574,0.000012538092,0.9942926,0.0006386812,0.001642249,0.002920144,0.000006997332],"about_ca_topic_score_codex":0.016698502,"about_ca_topic_score_gemma":0.010137094,"teacher_disagreement_score":0.016698502,"about_ca_system_score_codex":0.001077166,"about_ca_system_score_gemma":0.0012380648,"threshold_uncertainty_score":0.03320265},"labels":[],"label_agreement":null},{"id":"W2579154488","doi":"","title":"Wind directionality: A reliability-based approach","year":2008,"lang":"en","type":"dissertation","venue":"ThinkTech (Texas Tech University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Directionality; Reliability (semiconductor); Computer science; Reliability engineering; Engineering; Physics; Biology","score_opus":0.009450570962876336,"score_gpt":0.19424162107819914,"score_spread":0.18479105011532282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579154488","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":[0.013903483,0.0005382394,0.9795369,0.00022432147,0.00005302832,0.00010732886,0.00030881967,0.0003608375,0.004967013],"genre_scores_gemma":[0.5721011,0.0010338,0.42038137,0.00015236528,0.00032042828,0.00042001816,0.00094937044,0.00032847308,0.004313179],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944727,0.0020814186,0.00041991216,0.0008418471,0.001953151,0.00023104256],"domain_scores_gemma":[0.9799645,0.008962256,0.002624028,0.0031914886,0.004914941,0.00034277703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008235662,0.0012880352,0.0011424272,0.006982904,0.000667373,0.002434947,0.0021041017,0.0010670023,0.0021694058],"category_scores_gemma":[0.03095632,0.0007400658,0.001279065,0.0030953707,0.0011843707,0.0030211748,0.002134373,0.0015076646,0.0009976256],"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":[0.00019625483,0.00014505272,0.055475872,0.00045774446,0.00045179934,0.00063065626,0.0009138377,0.34925956,0.0063005183,0.17851782,0.0049457247,0.40270516],"study_design_scores_gemma":[0.000025088688,0.000341756,0.017296087,0.00024402897,0.00020681358,0.00084966095,0.00045677548,0.80008805,0.0027711727,0.16122034,0.0163471,0.00015314302],"about_ca_topic_score_codex":0.0022564372,"about_ca_topic_score_gemma":0.0019359215,"teacher_disagreement_score":0.008235662,"about_ca_system_score_codex":0.0008453566,"about_ca_system_score_gemma":0.0008816742,"threshold_uncertainty_score":0.043554842},"labels":[],"label_agreement":null},{"id":"W2579921362","doi":"10.3303/cet1125125","title":"Numerical Study of the Convective Heat Transfer Rate from a Window Covered by a Top Down – Bottom Up Plane Blind System to an Adjacent Room","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Queen's University","funders":"","keywords":"Window (computing); Convection; Heat transfer; Plane (geometry); Convective heat transfer; Mechanics; Materials science; Optics; Environmental science; Geometry; Computer science; Physics; Mathematics","score_opus":0.12466655992196095,"score_gpt":0.4189485429518697,"score_spread":0.2942819830299087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579921362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99078333,0.00009606462,0.002941588,0.00016779838,0.00005331383,0.000033869594,0.00027905215,0.000081935075,0.005562971],"genre_scores_gemma":[0.9979722,0.00002425056,0.0010338287,0.000012569619,0.000004880284,0.000013979628,0.000072972536,0.0000068631844,0.0008584743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989736,0.000017122742,0.00000620609,0.000025760573,0.000017955777,0.000035526038],"domain_scores_gemma":[0.9993436,0.00038913672,0.000051024817,0.00003966487,0.00008139013,0.000095214884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468607,0.00031946268,0.0006556823,0.0005437083,0.0009418794,0.0006783647,0.0006788158,0.0011245538,0.0034193406],"category_scores_gemma":[0.0009952727,0.00026823135,0.00063917803,0.0004710291,0.00087678334,0.0005337218,0.00049411244,0.00081692997,0.0001789271],"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":[0.00094815285,0.0005976505,0.011713564,0.00017390648,0.000074553966,0.0005042754,0.00019602718,0.94138706,0.034021214,0.0021867445,0.0012747183,0.0069221645],"study_design_scores_gemma":[0.000077307464,0.00020091367,0.005336502,0.000009316539,0.000019841593,0.000027723981,0.000112608985,0.9905766,0.0031616655,0.0002734206,0.00018413451,0.000019864425],"about_ca_topic_score_codex":0.021037534,"about_ca_topic_score_gemma":0.008345433,"teacher_disagreement_score":0.021037534,"about_ca_system_score_codex":0.00065473473,"about_ca_system_score_gemma":0.0007542601,"threshold_uncertainty_score":0.041830122},"labels":[],"label_agreement":null},{"id":"W2581180232","doi":"10.1615/ichmt.2015.thmt-15.1480","title":"Plume dispersion characteristics in the turbulent convective regime","year":2015,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Manitoba","funders":"","keywords":"Plume; Turbulence; Mechanics; Convection; Isotropy; Dispersion (optics); Probability density function; Environmental science; Physics; Materials science; Meteorology; Atmospheric sciences; Optics; Mathematics; Statistics","score_opus":0.018299806366061603,"score_gpt":0.22381508773703132,"score_spread":0.20551528137096972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581180232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99256104,0.000095978234,0.0055975607,0.000024680488,0.0000029835624,0.000009719572,0.000053834447,0.00006701722,0.0015871737],"genre_scores_gemma":[0.99874914,0.00004077636,0.0008225512,0.0000031916377,0.0000014702796,0.0000044517906,0.00006331722,0.0000061617607,0.0003089414],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994814,0.0000047379626,0.0000032641112,0.000009036287,0.000023767656,0.000011087743],"domain_scores_gemma":[0.9997718,0.00009602805,0.000042925272,0.000013256668,0.000053536274,0.000022474265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013680723,0.00021944563,0.00015056167,0.0004393541,0.00024247105,0.00044705992,0.0001958367,0.00024261097,0.00034937248],"category_scores_gemma":[0.00070164195,0.000107301166,0.00020321623,0.00032205155,0.00022434129,0.00032920195,0.00032093283,0.00023108546,0.000068169065],"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":[0.00059279357,0.00020981082,0.04199526,0.00012389776,0.000064248015,0.00086957123,0.0007213365,0.32853907,0.596694,0.0073155644,0.00034738542,0.022527134],"study_design_scores_gemma":[0.00009042273,0.00043960704,0.03500409,0.000018077717,0.000026926886,0.00028203867,0.00018069833,0.884797,0.07691155,0.0013094981,0.000869939,0.00007022653],"about_ca_topic_score_codex":0.0031999957,"about_ca_topic_score_gemma":0.0013250003,"teacher_disagreement_score":0.0031999957,"about_ca_system_score_codex":0.00036237427,"about_ca_system_score_gemma":0.00018339297,"threshold_uncertainty_score":0.006362736},"labels":[],"label_agreement":null},{"id":"W2586714122","doi":"10.1115/imece2016-65716","title":"A Numerical Study of the Effect of Triangular Waves on Natural Convective Heat Transfer From an Upward Facing Heated Horizontal Isothermal Surface","year":2016,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nusselt number; Prandtl number; Mechanics; Natural convection; Rayleigh number; Heat transfer; Laminar flow; Film temperature; Thermodynamics; Buoyancy; Turbulence; Materials science; Physics; Reynolds number","score_opus":0.0054956265226606075,"score_gpt":0.21889340561158124,"score_spread":0.21339777908892063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586714122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98995715,0.0001071189,0.005771888,0.000059203183,0.000020788058,0.000033196517,0.000049762115,0.00004968122,0.003951206],"genre_scores_gemma":[0.99456835,0.000085222666,0.004145894,0.000010037475,0.0000047808885,0.000015667232,0.000032551394,0.0000087173585,0.0011288559],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998555,0.00002723206,0.000008240944,0.00001581482,0.000046716268,0.00004642448],"domain_scores_gemma":[0.99923337,0.000554717,0.00005826997,0.000037636994,0.000075145916,0.000040912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003594994,0.00033999392,0.00064144883,0.00029643942,0.0004639392,0.00054411136,0.00041481564,0.0006193795,0.0017036751],"category_scores_gemma":[0.0014243048,0.00016641064,0.0003776451,0.0004388964,0.00066691864,0.0003061707,0.0003644314,0.00036349997,0.000099327415],"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":[0.00075242756,0.00031820888,0.006617076,0.0002938164,0.000042649637,0.0008914062,0.00040262102,0.843687,0.12805717,0.0025744643,0.00038419207,0.015978975],"study_design_scores_gemma":[0.00005415172,0.00067361,0.003791963,0.000012221487,0.00002275885,0.00007476622,0.00011615679,0.97091717,0.023762997,0.00024451065,0.0003139998,0.000015634085],"about_ca_topic_score_codex":0.0049419375,"about_ca_topic_score_gemma":0.0026609723,"teacher_disagreement_score":0.0049419375,"about_ca_system_score_codex":0.0004000861,"about_ca_system_score_gemma":0.00046629057,"threshold_uncertainty_score":0.009826362},"labels":[],"label_agreement":null},{"id":"W2587189805","doi":"10.1115/imece2016-65883","title":"A Numerical Study of the Convective Heat Transfer From the Inner Surface of a Recessed Window Covered by a Double-Layer Honeycomb Top Down-Bottom Up Blind","year":2016,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Queen's University","funders":"","keywords":"Honeycomb; Heat transfer; Laminar flow; Nusselt number; Mechanics; Convective heat transfer; Turbulence; Materials science; Window (computing); Convection; Fluent; Geology; Computational fluid dynamics; Physics; Computer science; Composite material; Reynolds number","score_opus":0.017211313733492464,"score_gpt":0.23431854633693838,"score_spread":0.21710723260344592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587189805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896225,0.00015606078,0.008206319,0.00004398799,0.000029576619,0.000021376074,0.00005939033,0.000040193136,0.0018205759],"genre_scores_gemma":[0.9930742,0.000087738736,0.0058673145,0.0000074069003,0.000004905415,0.000018626826,0.000037138274,0.0000073683764,0.00089539355],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992585,0.000010879848,0.000004214315,0.000017007029,0.000018592887,0.000023543249],"domain_scores_gemma":[0.9997322,0.00015333675,0.00003776061,0.000019504214,0.00003306836,0.0000242057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018246,0.0003248419,0.00066212326,0.00021279583,0.00043272384,0.0005975688,0.00041162752,0.00085116527,0.0009226943],"category_scores_gemma":[0.0006104442,0.0001875503,0.00057240773,0.00027538044,0.0005229134,0.00038643938,0.0003196418,0.0003534819,0.00008861232],"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":[0.00042731946,0.0001692395,0.005494198,0.00029473237,0.000048973336,0.0008625626,0.00018349379,0.84677124,0.13640963,0.0014033853,0.00020578704,0.007729444],"study_design_scores_gemma":[0.00002513987,0.00021609628,0.0020871481,0.000010232319,0.00001617245,0.00006133293,0.00006988521,0.9868281,0.010385424,0.00010188933,0.00018578772,0.000012852723],"about_ca_topic_score_codex":0.0058631534,"about_ca_topic_score_gemma":0.0026928294,"teacher_disagreement_score":0.0058631534,"about_ca_system_score_codex":0.00030740292,"about_ca_system_score_gemma":0.00047069156,"threshold_uncertainty_score":0.0116580725},"labels":[],"label_agreement":null},{"id":"W2588130233","doi":"10.1119/1.4973374","title":"New angles on the reverse sprinkler: Reconciling theory and experiment","year":2017,"lang":"en","type":"article","venue":"American Journal of Physics","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":"Carleton University","funders":"","keywords":"Physics; Rotation (mathematics); Classical mechanics; Mechanics; Fictitious force; Asymmetry; Vortex; Mechanism (biology); Inertial frame of reference; Flow (mathematics); Moment (physics); Work (physics); Geometry; Quantum mechanics; Mathematics","score_opus":0.015594087507318341,"score_gpt":0.24805106585039038,"score_spread":0.23245697834307205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588130233","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":[0.43706766,0.011061031,0.47025263,0.014189443,0.0020606031,0.00022444894,0.0001963206,0.0012294431,0.06371841],"genre_scores_gemma":[0.9262001,0.004421439,0.06450829,0.0013230541,0.0004359189,0.00014116519,0.00011091718,0.00024985825,0.002609404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980242,0.00067700405,0.00007362,0.00042333012,0.00065234065,0.00014945427],"domain_scores_gemma":[0.995484,0.0027083703,0.0002605854,0.0011025998,0.00033052982,0.00011394137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003266732,0.0007184185,0.0010077999,0.00097242213,0.001063054,0.0023581435,0.0017100419,0.0019577984,0.002438937],"category_scores_gemma":[0.009112491,0.00062917214,0.0004175462,0.00050540286,0.007908911,0.00971575,0.0022719803,0.0041216365,0.0005101643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013681771,0.0004009851,0.0031037852,0.0006660647,0.000042931206,0.000545302,0.0022226954,0.012092182,0.20407902,0.66982216,0.0038521967,0.10180452],"study_design_scores_gemma":[0.0003327171,0.0009898677,0.002547581,0.00028585573,0.000044239863,0.00047816048,0.0018595676,0.0837201,0.13576561,0.73753417,0.03617874,0.00026333384],"about_ca_topic_score_codex":0.00032391664,"about_ca_topic_score_gemma":0.00021555382,"teacher_disagreement_score":0.003266732,"about_ca_system_score_codex":0.0006571891,"about_ca_system_score_gemma":0.00045166397,"threshold_uncertainty_score":0.017276347},"labels":[],"label_agreement":null},{"id":"W2590304504","doi":"10.1615/tsfp8.460","title":"CHARACTERIZING VORTICAL STRUCTURES IN THE LOWER LOG REGION OF THE ATMOSPHERIC BOUNDARY LAYER USING LARGE-SCALE PARTICLE TRACKING VELOCIMETRY","year":2013,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Queen's University; University of Calgary","funders":"","keywords":"Boundary layer; Vorticity; Physics; Particle image velocimetry; Particle tracking velocimetry; Planetary boundary layer; Mechanics; Reynolds number; Velocimetry; Gaussian; Acceleration; Vortex; Computational physics; Classical mechanics; Turbulence","score_opus":0.01814531863019678,"score_gpt":0.23474698050929446,"score_spread":0.21660166187909768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590304504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98101074,0.00008318364,0.017650343,0.000021442029,0.0000045194142,0.00002379465,0.00022086172,0.00014807972,0.00083706627],"genre_scores_gemma":[0.98663425,0.000045881956,0.012877447,0.000007654274,0.0000030733308,0.000013622179,0.00022984951,0.000012254146,0.00017602951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999961,0.000006335401,0.0000020578118,0.000009535956,0.0000136464505,0.00000751444],"domain_scores_gemma":[0.9999043,0.00004325971,0.000017516333,0.0000070828896,0.000015074814,0.000012882508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022612154,0.000120178636,0.00012518236,0.0006454339,0.00033410717,0.00034876482,0.00013671606,0.00018486544,0.00039216568],"category_scores_gemma":[0.00036184766,0.000102222235,0.00007114786,0.0003511678,0.00020152153,0.00029336082,0.00019933892,0.00020814293,0.000069510104],"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":[0.0003192091,0.00025255396,0.20369804,0.00013107463,0.000037245918,0.00031439122,0.00055585534,0.03933663,0.64894336,0.0015537415,0.0006092149,0.10424872],"study_design_scores_gemma":[0.00004647649,0.00019934816,0.5856563,0.000023070743,0.000024588604,0.00018032428,0.00022482847,0.35019448,0.06078645,0.0011995336,0.0014128913,0.000051807838],"about_ca_topic_score_codex":0.0050734426,"about_ca_topic_score_gemma":0.00908757,"teacher_disagreement_score":0.0050734426,"about_ca_system_score_codex":0.00018418577,"about_ca_system_score_gemma":0.00027856056,"threshold_uncertainty_score":0.010087788},"labels":[],"label_agreement":null},{"id":"W2591154260","doi":"10.1175/jamc-d-16-0324.1","title":"A Comparison of Equilibrium and Time-Evolving Approaches to Modeling the Wind Profile under Stable Stratification","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University Corporation for Atmospheric Research","keywords":"Mesoscale meteorology; Stratification (seeds); Environmental science; Meteorology; Context (archaeology); Advection; Wind speed; Computer science; Geology; Physics; Thermodynamics","score_opus":0.07150952173421524,"score_gpt":0.2830663647137669,"score_spread":0.21155684297955166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591154260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7455048,0.00055687886,0.24845791,0.00025828643,0.000058731242,0.000087250635,0.00031107946,0.00042760806,0.004337436],"genre_scores_gemma":[0.9543597,0.00022302856,0.04453312,0.00005173998,0.000024033254,0.000044428336,0.00024138608,0.000053091717,0.000469535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998313,0.00005762469,0.000016820322,0.000035468103,0.000038816586,0.000019954576],"domain_scores_gemma":[0.99932814,0.00033317824,0.00007614269,0.000051298925,0.00016706379,0.000044229688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008797944,0.0005318829,0.00040395127,0.0007198944,0.00026700634,0.0008849836,0.00122301,0.000794722,0.0005491022],"category_scores_gemma":[0.002395265,0.00032301247,0.0006325458,0.00042753402,0.0002956342,0.0010087768,0.0006060581,0.0006127298,0.00009118905],"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":[0.000047726026,0.000044324246,0.00413904,0.000018540055,0.000031161537,0.000024873632,0.000031761898,0.98213285,0.001281878,0.001403162,0.00006982186,0.010774753],"study_design_scores_gemma":[0.0000025742522,0.000010017056,0.00030029056,0.0000014523679,0.0000024281028,0.0000017743334,0.000004286529,0.9993363,0.00015919865,0.00012749842,0.000052147006,0.000001972244],"about_ca_topic_score_codex":0.03193342,"about_ca_topic_score_gemma":0.019305747,"teacher_disagreement_score":0.03193342,"about_ca_system_score_codex":0.00065652735,"about_ca_system_score_gemma":0.00086597895,"threshold_uncertainty_score":0.0634951},"labels":[],"label_agreement":null},{"id":"W2592063268","doi":"10.1007/s10546-017-0244-3","title":"Impact of Eddy Characteristics on Turbulent Heat and Momentum Fluxes in the Urban Roughness Sublayer","year":2017,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China; Jiangsu Collaborative Innovation Center for Climate Change; Nanjing University; National Natural Science Foundation of China","keywords":"Eddy covariance; Sensible heat; Turbulence; Atmospheric sciences; Momentum (technical analysis); Mean flow; Environmental science; Meteorology; Heat flux; Anemometer; Roughness length; Wind speed; Mechanics; Geology; Geography; Wind profile power law; Physics; Heat transfer","score_opus":0.018216964960818132,"score_gpt":0.2756806737137858,"score_spread":0.25746370875296765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592063268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995679,0.000031823944,0.000088889065,0.000007894871,0.0000029029868,0.0000024390154,0.000043405642,0.0000063598736,0.00024846103],"genre_scores_gemma":[0.9998481,0.000010811629,0.000023274168,0.0000019218153,0.0000011952241,8.097285e-7,0.000048395756,0.0000029683563,0.000062401195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997365,0.00005520605,0.000019395564,0.00004519661,0.0000286397,0.00011502834],"domain_scores_gemma":[0.9988662,0.00060092355,0.000101644175,0.00008346594,0.00019811168,0.00014964426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040636654,0.00039652153,0.00044827006,0.0005899084,0.0005420553,0.0013254534,0.00023064896,0.00055653614,0.0011062647],"category_scores_gemma":[0.0016425804,0.0002482791,0.000500102,0.0004700654,0.00049789523,0.00083349005,0.00039795673,0.00030867395,0.00017161964],"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":[0.0049444167,0.00090580585,0.7126557,0.00018663735,0.0003808776,0.0009939491,0.00045758893,0.10987499,0.15011933,0.001338712,0.0005692731,0.01757266],"study_design_scores_gemma":[0.000066790075,0.00024940414,0.919332,0.000014716843,0.00013226441,0.000069677044,0.0005491993,0.07039933,0.0088605005,0.00010509317,0.00017903242,0.00004187164],"about_ca_topic_score_codex":0.0140365185,"about_ca_topic_score_gemma":0.010352184,"teacher_disagreement_score":0.0140365185,"about_ca_system_score_codex":0.00041470354,"about_ca_system_score_gemma":0.0003861494,"threshold_uncertainty_score":0.027909636},"labels":[],"label_agreement":null},{"id":"W2594985984","doi":"10.1016/j.jenvrad.2017.02.017","title":"Near-field investigation of the explosive dispersal of radioactive material based on a reconstructed spherical blast-wave flow","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental Radioactivity","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Government of Canada","keywords":"Explosive material; Dispersion (optics); Environmental science; Atmospheric dispersion modeling; Biological dispersal; Meteorology; Particle (ecology); Blast wave; Field (mathematics); Atmospheric sciences; Mechanics; Shock wave; Physics; Geology; Air pollution; Optics; Population; Chemistry","score_opus":0.011827235146735718,"score_gpt":0.20258318931022307,"score_spread":0.19075595416348734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594985984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922212,0.00005879651,0.0052806614,0.000024610677,0.000010711572,0.000032428645,0.0001861639,0.00011849808,0.002066873],"genre_scores_gemma":[0.99650276,0.000058041616,0.0026531925,0.000005162488,0.0000053618855,0.000009301318,0.00017121152,0.000008796214,0.0005861875],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993265,0.000010096224,0.0000027613785,0.00001724182,0.000024978199,0.00001217966],"domain_scores_gemma":[0.99978095,0.000060199265,0.000029412286,0.000024859659,0.00005846638,0.000046073827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021327093,0.00036343242,0.00029249003,0.0012291447,0.00029570525,0.00031298204,0.0004820796,0.00044488706,0.0012013122],"category_scores_gemma":[0.00038742757,0.00023070966,0.00030599502,0.00064682966,0.00046845194,0.00046406794,0.00028033147,0.00039226084,0.00018855333],"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":[0.0028695425,0.0011646539,0.1169628,0.00027511362,0.00019182156,0.0039870706,0.001101057,0.19443049,0.61941,0.0031037582,0.0010650307,0.05543862],"study_design_scores_gemma":[0.00023062847,0.0009207112,0.338911,0.000040801857,0.0001270874,0.0009376886,0.00055210147,0.6201129,0.036359705,0.0006805656,0.0010220398,0.000104819475],"about_ca_topic_score_codex":0.002441616,"about_ca_topic_score_gemma":0.0026976306,"teacher_disagreement_score":0.002441616,"about_ca_system_score_codex":0.00019438175,"about_ca_system_score_gemma":0.0002449352,"threshold_uncertainty_score":0.004854858},"labels":[],"label_agreement":null},{"id":"W2596793234","doi":"","title":"Tall Building Transit-Oriented Development (TB-TOD) and Energy Efficiency in Suburbia: Case Studies, Sydney, Toronto, and Washington D.C.","year":2017,"lang":"en","type":"article","venue":"World Academy of Science, Engineering and Technology, International Journal of Civil and Environmental Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transit-oriented development; Architectural engineering; Transit (satellite); Civil engineering; Engineering; Engineering physics; Transport engineering; Regional science; Geography; Urban planning; Public transport","score_opus":0.005863878060459277,"score_gpt":0.22074939296569707,"score_spread":0.2148855149052378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596793234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994649,0.00028385755,0.00007020434,0.00020162076,0.0000027516166,0.00001469863,0.00011701511,0.0000038199278,0.0046570483],"genre_scores_gemma":[0.9976648,0.00036986996,0.00009566926,0.000009300937,0.000001018294,0.000006859134,0.000054682838,0.0000012753255,0.0017964815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977976,0.00008659123,0.000007034458,0.000010870834,0.000025367837,0.00009037546],"domain_scores_gemma":[0.999373,0.00016639677,0.00010708972,0.00002159816,0.00012305926,0.000208868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032090343,0.00018905812,0.00011452334,0.0005219857,0.0009880357,0.0007422553,0.0004061878,0.00020809489,0.0011770845],"category_scores_gemma":[0.00076061697,0.00011883759,0.00019851934,0.0017258495,0.0009696568,0.0002976155,0.00065391965,0.00034217534,0.00007826246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043228772,0.0005324877,0.8597467,0.00028661088,0.00014580357,0.006889369,0.039833535,0.011345744,0.0019210138,0.017515354,0.0074801543,0.053870942],"study_design_scores_gemma":[0.000025101452,0.00022289027,0.92037624,0.000080155594,0.000059012244,0.00041214694,0.06490144,0.0027054208,0.00058424665,0.0005847915,0.010033301,0.000015147043],"about_ca_topic_score_codex":0.7752391,"about_ca_topic_score_gemma":0.94423324,"teacher_disagreement_score":0.22476089,"about_ca_system_score_codex":0.011495604,"about_ca_system_score_gemma":0.006119245,"threshold_uncertainty_score":0.45216906},"labels":[],"label_agreement":null},{"id":"W2599663182","doi":"10.1017/jfm.2017.143","title":"Convection from a line-source into a two-layer stratified ambient fluid","year":2017,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Unicode; Plume; Buoyancy; Boundary layer; Geology; Chimney (locomotive); Stratified flows; Neutral buoyancy; Mechanics; Physics; Meteorology; Stratified flow; Turbulence","score_opus":0.019971034311457404,"score_gpt":0.25886241765837187,"score_spread":0.23889138334691445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599663182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838555,0.000022441434,0.0012522283,0.000014140089,0.0000022874767,0.0000053467984,0.00002165536,0.000041961757,0.0002544089],"genre_scores_gemma":[0.9979572,0.000019903162,0.0017290362,0.00000945415,0.0000019962251,0.000007973464,0.0000391861,0.000008389815,0.00022685353],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999145,0.0000067414226,0.000003520279,0.000023127905,0.0000240622,0.000027944285],"domain_scores_gemma":[0.9998504,0.00003472813,0.000031765885,0.0000134491365,0.000023964478,0.000045627676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103859864,0.0002519548,0.00030213746,0.00017045831,0.00022207372,0.00031847466,0.00039417204,0.00021296043,0.00055928295],"category_scores_gemma":[0.00030002854,0.00011961911,0.0002040848,0.00013875,0.00036329127,0.00035316224,0.0006855139,0.0003935454,0.000089559355],"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":[0.00024424001,0.0001291965,0.0043194043,0.00004218208,0.000010059199,0.00019328402,0.00023231629,0.0050784494,0.98583615,0.0006347756,0.00007912135,0.0032008553],"study_design_scores_gemma":[0.00017252071,0.0022202383,0.017037533,0.00001913474,0.000038654565,0.00023703939,0.00022888317,0.31314054,0.6647571,0.00058831216,0.0015056174,0.000054512402],"about_ca_topic_score_codex":0.0009749053,"about_ca_topic_score_gemma":0.00067555404,"teacher_disagreement_score":0.0009749053,"about_ca_system_score_codex":0.00026404115,"about_ca_system_score_gemma":0.0002138741,"threshold_uncertainty_score":0.0019384623},"labels":[],"label_agreement":null},{"id":"W2600812612","doi":"10.1016/j.solener.2017.03.010","title":"Full-scale measurement of the response of a CPV tracker structure prototype under wind load","year":2017,"lang":"en","type":"article","venue":"Solar Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke; U.S. Department of Energy","keywords":"Wind tunnel; Wind engineering; Full scale; Scale (ratio); Tower; Marine engineering; Wind speed; Environmental science; Computer science; Wind power; Meteorology; Structural engineering; Aerospace engineering; Physics; Engineering; Electrical engineering","score_opus":0.014093453195294323,"score_gpt":0.21829434325676783,"score_spread":0.20420089006147352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600812612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680436,0.00006574843,0.02504567,0.00017146539,0.000113596165,0.00009835918,0.0007013142,0.0013114556,0.0044489037],"genre_scores_gemma":[0.9971559,0.00001456721,0.001331613,0.000031104675,0.0000051589295,0.000024068837,0.00016066969,0.00002743384,0.0012496124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965096,0.000033923094,0.000010910309,0.000083615916,0.0001753709,0.00004513873],"domain_scores_gemma":[0.9995153,0.00012285772,0.000040091847,0.00008057843,0.0001799539,0.00006136284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003352747,0.00045620915,0.00047289883,0.00025597517,0.00044415996,0.00038765586,0.0008294548,0.0012957995,0.0031957123],"category_scores_gemma":[0.00064706145,0.00021966457,0.0002621303,0.00022598596,0.00033605276,0.00052259106,0.00031850656,0.00067040994,0.00088991504],"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":[0.0006340143,0.00025755385,0.0060142474,0.00016870027,0.000040700215,0.00043997983,0.00033660175,0.0035497718,0.9653391,0.00019700879,0.0019530932,0.021069162],"study_design_scores_gemma":[0.0003203596,0.008072625,0.1767579,0.000060923194,0.000103969636,0.0014618897,0.00072865153,0.09078032,0.70792025,0.00035554674,0.013323249,0.00011429615],"about_ca_topic_score_codex":0.00077895325,"about_ca_topic_score_gemma":0.0010376939,"teacher_disagreement_score":0.0031957123,"about_ca_system_score_codex":0.00026703332,"about_ca_system_score_gemma":0.00025645204,"threshold_uncertainty_score":0.010690689},"labels":[],"label_agreement":null},{"id":"W2604148285","doi":"10.1016/j.ast.2017.03.043","title":"Experimental validation of quadrotor simulation tool for flight within building wakes","year":2017,"lang":"en","type":"article","venue":"Aerospace Science and Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Carleton University","funders":"","keywords":"Freestream; Wake; Control theory (sociology); Position (finance); Controller (irrigation); Simulation; Aerospace engineering; Computer science; Turbulence; Physics; Meteorology; Engineering; Reynolds number; Artificial intelligence","score_opus":0.014532577798043622,"score_gpt":0.29063904694821535,"score_spread":0.27610646915017173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604148285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609333,0.000083181505,0.031588897,0.000110604626,0.00011392692,0.00014011221,0.00088996335,0.0010665221,0.005073429],"genre_scores_gemma":[0.9924224,0.00003283099,0.006345112,0.000012390338,0.0000036036902,0.000043026357,0.0003474247,0.000047011315,0.0007462218],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983335,0.000038365462,0.000009168122,0.000029837307,0.000057311314,0.00003186082],"domain_scores_gemma":[0.9995492,0.00015723718,0.000024739322,0.00010142134,0.000109706976,0.000057622772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003507961,0.00045715226,0.00035283918,0.00023634169,0.0003057722,0.00030720225,0.00064316066,0.00051863387,0.0029128068],"category_scores_gemma":[0.00076132437,0.00013823406,0.00020872203,0.00015301575,0.00026624347,0.0003175875,0.00035109435,0.0003096289,0.00042738245],"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":[0.0027288373,0.0014237445,0.014475369,0.00052226154,0.00012340727,0.0009446694,0.0006190191,0.4721272,0.4391896,0.0024495714,0.0037530642,0.061643217],"study_design_scores_gemma":[0.00031245928,0.0023447883,0.013930926,0.000033610562,0.00004222175,0.00014293176,0.00021139342,0.855966,0.121935084,0.00033440487,0.004704381,0.000041838794],"about_ca_topic_score_codex":0.0018265862,"about_ca_topic_score_gemma":0.0017936621,"teacher_disagreement_score":0.0029128068,"about_ca_system_score_codex":0.00016864858,"about_ca_system_score_gemma":0.00032644326,"threshold_uncertainty_score":0.009744346},"labels":[],"label_agreement":null},{"id":"W2604235747","doi":"10.1061/9780784480502.022","title":"Numerical Simulation of Forced Convective Heat Transfer Coefficients on the Facade of Low-and High-Rise Buildings","year":2017,"lang":"en","type":"article","venue":"","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Western University","funders":"Canada Research Chairs","keywords":"Glazing; Facade; Heat transfer coefficient; Computational fluid dynamics; Convective heat transfer; Heat transfer; Mechanics; Reynolds-averaged Navier–Stokes equations; Ceiling (cloud); Forced convection; Materials science; Environmental science; Structural engineering; Engineering; Physics; Composite material","score_opus":0.012950205933198844,"score_gpt":0.24533953295208205,"score_spread":0.2323893270188832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604235747","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99234575,0.000047361915,0.00507706,0.000037305555,0.000015451955,0.000014499152,0.00012611753,0.00008087378,0.0022555534],"genre_scores_gemma":[0.99768436,0.000020912277,0.0016725946,0.0000049662626,0.0000020418602,0.000009755552,0.000066287284,0.000007651986,0.000531369],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998982,0.000018095378,0.0000056474873,0.000014326312,0.000025310812,0.000038499682],"domain_scores_gemma":[0.9996927,0.00014964315,0.000042308737,0.00002397528,0.000052519168,0.00003883194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018212663,0.00036052044,0.00042242653,0.00037762278,0.0005203801,0.0004902895,0.00041752326,0.00070041534,0.001190368],"category_scores_gemma":[0.00061198504,0.00022864397,0.00048015555,0.00039141087,0.0005575991,0.0003060557,0.0003219791,0.00035809388,0.00011898114],"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":[0.00008215773,0.000056482713,0.004533939,0.0000249482,0.000014268406,0.0001282963,0.00008086077,0.98495126,0.0074527543,0.0005532061,0.00011686414,0.0020050898],"study_design_scores_gemma":[0.000009245626,0.000025108473,0.0021661017,0.0000025949773,0.000002483689,0.000010352111,0.000023698547,0.9966298,0.0009798454,0.00007409034,0.00007164556,0.0000049550413],"about_ca_topic_score_codex":0.02222173,"about_ca_topic_score_gemma":0.011386498,"teacher_disagreement_score":0.02222173,"about_ca_system_score_codex":0.0005323815,"about_ca_system_score_gemma":0.0005615748,"threshold_uncertainty_score":0.044184804},"labels":[],"label_agreement":null},{"id":"W2604437513","doi":"10.1061/9780784480410.003","title":"Wind Load Prediction on Tall Buildings in a Stochastic Framework","year":2017,"lang":"en","type":"article","venue":"Structures Congress 2017","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Wind engineering; Reliability (semiconductor); Wind speed; Wind power; Stochastic process; Wind tunnel; Set (abstract data type); Computer science; Natural frequency; Range (aeronautics); Marine engineering; Environmental science; Engineering; Structural engineering; Meteorology; Vibration; Mathematics; Aerospace engineering; Statistics","score_opus":0.013437140178039058,"score_gpt":0.26145910910287656,"score_spread":0.2480219689248375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604437513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5359284,0.00021286379,0.45688385,0.00024171208,0.000026222737,0.000042039588,0.00031142932,0.00027206124,0.0060814037],"genre_scores_gemma":[0.99310195,0.00009165955,0.005751759,0.000011716287,0.00001622133,0.000018731449,0.00009142584,0.000015436663,0.00090106163],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957055,0.00013366484,0.00001873168,0.000079406156,0.00012460882,0.000073064955],"domain_scores_gemma":[0.998804,0.0007366048,0.00021805937,0.00005654905,0.00012339652,0.000061452876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009685677,0.00056176644,0.0006747465,0.0005660305,0.00042474977,0.00070801674,0.00060526235,0.0008219269,0.00082098524],"category_scores_gemma":[0.0025485454,0.00054207566,0.0005620356,0.00044716132,0.0009896938,0.00082207256,0.00056389405,0.00065763236,0.00010738765],"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":[0.0000021487624,0.000002285085,0.00021453698,0.0000017576098,0.0000014429411,0.000010388482,0.000002711409,0.9986779,0.00008321886,0.00066516857,0.000015296913,0.00032313555],"study_design_scores_gemma":[6.82297e-7,0.0000034964385,0.00023288793,8.616138e-7,6.8906695e-7,0.0000020469136,0.0000022446177,0.99912196,0.000030327696,0.00058380194,0.0000191756,0.0000018388179],"about_ca_topic_score_codex":0.02180711,"about_ca_topic_score_gemma":0.016740825,"teacher_disagreement_score":0.02180711,"about_ca_system_score_codex":0.00069922453,"about_ca_system_score_gemma":0.00074190315,"threshold_uncertainty_score":0.043360353},"labels":[],"label_agreement":null},{"id":"W2604959600","doi":"10.1061/9780784480403.020","title":"A Computational Framework for the Aerodynamic Shape Optimization of Long-Span Bridge Decks","year":2017,"lang":"en","type":"article","venue":"Structures Congress 2017","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Aerodynamics; Structural engineering; Computational fluid dynamics; Aerodynamic force; Span (engineering); Deck; Bridge (graph theory); Computer science; Drag; Wing; Wind tunnel; Engineering; Aerospace engineering","score_opus":0.021048617741632258,"score_gpt":0.29116061765773665,"score_spread":0.2701119999161044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604959600","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":[0.003948752,0.000044851637,0.9941326,0.000020756035,0.00001072396,0.000035722205,0.000029775912,0.00012784111,0.0016490347],"genre_scores_gemma":[0.2750811,0.00030627553,0.72034717,0.00004457649,0.000035877874,0.00041390676,0.00022074489,0.00019474853,0.0033555157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997731,0.000045407374,0.000010811086,0.000034494136,0.000111096204,0.000025151443],"domain_scores_gemma":[0.999838,0.00005068961,0.000018831672,0.000028533497,0.000048905298,0.000014999776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047730556,0.0006543096,0.0006946814,0.00044475688,0.000517977,0.0008597656,0.0012030378,0.0007444818,0.0026059651],"category_scores_gemma":[0.0007007722,0.00036344366,0.00088494143,0.0003585759,0.0006229081,0.00046352192,0.0010645514,0.0011222679,0.0004701777],"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":[0.000010835859,0.000023774037,0.00028882633,0.000045426994,0.000009598766,0.000054637825,0.000031558564,0.9554369,0.006501882,0.018836088,0.00032227975,0.0184381],"study_design_scores_gemma":[0.0000034600623,0.00002048996,0.00009503438,0.0000064316077,0.0000020601437,0.000022880273,0.000008756719,0.9948716,0.0007507711,0.0027723617,0.0014413244,0.0000048754605],"about_ca_topic_score_codex":0.0020819234,"about_ca_topic_score_gemma":0.0023456337,"teacher_disagreement_score":0.0026059651,"about_ca_system_score_codex":0.00041333915,"about_ca_system_score_gemma":0.0010850892,"threshold_uncertainty_score":0.008717835},"labels":[],"label_agreement":null},{"id":"W2605118486","doi":"10.1061/9780784480502.044","title":"Effects of Balconies on the Wind Loading of a Tall Building","year":2017,"lang":"en","type":"article","venue":"","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":"Dillon Consulting; Western University","funders":"","keywords":"Aerodynamics; Wind tunnel; Wind engineering; Cladding (metalworking); Structural engineering; Engineering; Wind power; Wind speed; Civil engineering; Marine engineering; Geology; Aerospace engineering; Materials science","score_opus":0.010289073497321933,"score_gpt":0.2279863667214425,"score_spread":0.21769729322412057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605118486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958253,0.000017347244,0.00078629097,0.000015002083,0.0000085956035,0.000009706435,0.000055899734,0.0000421605,0.0032398335],"genre_scores_gemma":[0.9991443,0.000015650496,0.00022860212,0.000009906462,0.0000013157696,0.000004125412,0.000050742154,0.000014356951,0.00053102744],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959177,0.00006748202,0.00001996034,0.000052179494,0.0001444161,0.00012415514],"domain_scores_gemma":[0.9991333,0.00040308517,0.00007477054,0.000094896,0.00017726372,0.00011675525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032385488,0.00070491066,0.00039907516,0.0003346507,0.00077145017,0.0007558373,0.0002979485,0.0005698403,0.003026442],"category_scores_gemma":[0.001072954,0.00020839095,0.00027116417,0.0002703804,0.0007675103,0.00041163538,0.00081861624,0.00057032116,0.00030211185],"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":[0.0022095577,0.00078021927,0.080261074,0.0002832288,0.00012730341,0.0035187264,0.00092311297,0.48542574,0.37231687,0.0013039717,0.0012796534,0.0515705],"study_design_scores_gemma":[0.00013139167,0.004751615,0.50373137,0.00009774701,0.00023305163,0.00086965354,0.0044247955,0.22920309,0.24972081,0.00080559694,0.0058564227,0.00017438637],"about_ca_topic_score_codex":0.009022125,"about_ca_topic_score_gemma":0.018742444,"teacher_disagreement_score":0.009022125,"about_ca_system_score_codex":0.00033685067,"about_ca_system_score_gemma":0.00032645164,"threshold_uncertainty_score":0.01793921},"labels":[],"label_agreement":null},{"id":"W2605386159","doi":"10.3390/fluids2020017","title":"On the Values for the Turbulent Schmidt Number in Environmental Flows","year":2017,"lang":"en","type":"article","venue":"Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":219,"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":"Schmidt number; Turbulence; Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Scalar (mathematics); Mechanics; Statistical physics; Reynolds number; Turbulent diffusion; Meteorology; Physics; Classical mechanics; Mathematics; Geometry","score_opus":0.015980417418523712,"score_gpt":0.24406962812596925,"score_spread":0.22808921070744553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605386159","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":[0.07936865,0.38309664,0.4571424,0.0033375532,0.0023317481,0.0001142853,0.00039136413,0.00034011286,0.07387726],"genre_scores_gemma":[0.780053,0.12637411,0.08429723,0.00042102797,0.0022225294,0.00018941362,0.00030375985,0.00028671636,0.005852188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972439,0.00094152824,0.0003029103,0.00048482546,0.00086212985,0.00016478501],"domain_scores_gemma":[0.9957237,0.0030644026,0.00039595005,0.00020941591,0.0005098233,0.000096600364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033906808,0.0013296258,0.000817463,0.0030646897,0.0006639362,0.0023079924,0.0010275645,0.0011318496,0.0011102167],"category_scores_gemma":[0.008026233,0.00051751436,0.00056561007,0.0022232854,0.004587651,0.0028526022,0.0015968181,0.0024213963,0.0005677457],"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":[0.00016168048,0.00006668074,0.0038310962,0.0026969013,0.00007780787,0.0005155554,0.0008666948,0.06985224,0.01484292,0.6788408,0.003670569,0.224577],"study_design_scores_gemma":[0.000032581287,0.0004812294,0.009083133,0.002610173,0.00013084608,0.0014221797,0.0006094037,0.14862375,0.02566897,0.6740457,0.13677853,0.00051349716],"about_ca_topic_score_codex":0.001297921,"about_ca_topic_score_gemma":0.0007263238,"teacher_disagreement_score":0.0033906808,"about_ca_system_score_codex":0.0009274786,"about_ca_system_score_gemma":0.0009797165,"threshold_uncertainty_score":0.017931879},"labels":[],"label_agreement":null},{"id":"W2606292925","doi":"","title":"Lights, asphalt, action : extensive airside work is part of modernising the Billy Bishop Toronto City Airport","year":2017,"lang":"en","type":"article","venue":"Airports international","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Transport engineering; Engineering; Civil engineering","score_opus":0.040895217224144305,"score_gpt":0.2886561178235366,"score_spread":0.24776090059939232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606292925","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5521076,0.0018860729,0.0006083614,0.018555827,0.0007463936,0.000113697024,0.0012782715,0.00012029868,0.42458355],"genre_scores_gemma":[0.75045604,0.0018540045,0.00094479945,0.0008949564,0.00015674546,0.000027208602,0.000564863,0.00011578149,0.24498567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994149,0.00006938183,0.0000107477645,0.000044367964,0.00023475308,0.00022596489],"domain_scores_gemma":[0.9990356,0.000044543824,0.00006820968,0.000032506636,0.00019946732,0.000619681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043663583,0.00037673916,0.000109775814,0.00062521914,0.009310791,0.0038036956,0.00037473222,0.00081152597,0.043705996],"category_scores_gemma":[0.0007484241,0.00024894468,0.00014398611,0.0011108377,0.0020121203,0.0009869002,0.00164526,0.0014861178,0.0031304606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017520685,0.0002816659,0.17652728,0.00038461236,0.00006320438,0.0016396713,0.112679556,0.0014083544,0.012182077,0.014597697,0.4454854,0.2345753],"study_design_scores_gemma":[0.0000049400146,0.00009620778,0.41808942,0.00016584137,0.000011400245,0.00013812051,0.110553846,0.00007460136,0.0005306329,0.00034878383,0.46995696,0.00002916137],"about_ca_topic_score_codex":0.7669592,"about_ca_topic_score_gemma":0.96345335,"teacher_disagreement_score":0.23304081,"about_ca_system_score_codex":0.0102631515,"about_ca_system_score_gemma":0.014135259,"threshold_uncertainty_score":0.4688264},"labels":[],"label_agreement":null},{"id":"W2608584080","doi":"10.11575/prism/26135","title":"Extreme Wind Speed Estimation for Calgary","year":2017,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estimation; Wind speed; Computer science; Meteorology; Geography; Environmental science; Engineering; Systems engineering","score_opus":0.01686827159616412,"score_gpt":0.21812443136034398,"score_spread":0.20125615976417988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608584080","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":[0.29168463,0.003718822,0.6673306,0.0006914618,0.00026262982,0.00020650952,0.0020612124,0.0015747792,0.032469425],"genre_scores_gemma":[0.7509533,0.002551313,0.22862577,0.00015080384,0.000099196266,0.00008662117,0.0049933423,0.00021678506,0.012322799],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995221,0.000047264617,0.000016688115,0.0001555246,0.00019016242,0.00006824869],"domain_scores_gemma":[0.9996088,0.000097029355,0.000057522375,0.000042386037,0.00016738586,0.000026814652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000581694,0.0005243421,0.00057136005,0.0010361356,0.00050734635,0.0013732944,0.00069665344,0.0004133819,0.0022810465],"category_scores_gemma":[0.0017093779,0.00032045404,0.00038910203,0.0013057585,0.0003082875,0.0005193479,0.0009523873,0.0010658223,0.0008689372],"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":[0.00022152961,0.000039278148,0.07676078,0.00026692968,0.000125236,0.0006080714,0.00089244347,0.21043755,0.01301387,0.011357686,0.008542903,0.67773366],"study_design_scores_gemma":[0.000037217113,0.0001469571,0.30139378,0.00042482791,0.00007469552,0.00047669807,0.0012705402,0.6226914,0.012286132,0.014248253,0.046811435,0.0001381551],"about_ca_topic_score_codex":0.04567882,"about_ca_topic_score_gemma":0.0744287,"teacher_disagreement_score":0.9543212,"about_ca_system_score_codex":0.001251085,"about_ca_system_score_gemma":0.0013255064,"threshold_uncertainty_score":0.090825915},"labels":[],"label_agreement":null},{"id":"W2612686147","doi":"10.5383/swes.8.01.005","title":"A Novel Low-Energy Ventilative Cooling System for Sustainable Built Environment","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Water and Environmental Systems","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Cooling tower; Water cooling; Reynolds-averaged Navier–Stokes equations; Marine engineering; Work (physics); Refrigerant; Environmental science; Passive cooling; Roof; Inlet; Wind speed; Mechanical engineering; Heat transfer; Meteorology; Mechanics; Engineering; Aerospace engineering; Structural engineering; Physics","score_opus":0.0060776838208337946,"score_gpt":0.19540146348706514,"score_spread":0.18932377966623135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612686147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81986815,0.00048872986,0.17271769,0.00007777982,0.00008501051,0.00015193416,0.00020266128,0.00048549197,0.005922645],"genre_scores_gemma":[0.9790356,0.00009962679,0.019441897,0.0000075220137,0.0000049842715,0.000044128457,0.000051141255,0.000007942574,0.0013071545],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999435,0.000008928722,0.0000023043008,0.00001277927,0.000023769271,0.000008807246],"domain_scores_gemma":[0.9999691,0.0000070239644,0.000005455551,0.000003678075,0.000010701527,0.000003926283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011795216,0.00015746959,0.00021785121,0.0001634111,0.00031158156,0.00027863332,0.0003834623,0.00021200883,0.001256503],"category_scores_gemma":[0.00012041851,0.00009574805,0.00015480704,0.00012681162,0.00017101246,0.0002645605,0.00019522855,0.00011162499,0.00021229143],"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":[0.00020550106,0.00014344233,0.0052420236,0.00046713426,0.00002751386,0.0004007978,0.00013928361,0.12104357,0.8039745,0.0025098457,0.00093261903,0.0649138],"study_design_scores_gemma":[0.00011000927,0.0019460104,0.016705608,0.000049764556,0.0000727651,0.00054640014,0.00014506247,0.6697264,0.28858915,0.0007489332,0.021305012,0.000054867294],"about_ca_topic_score_codex":0.00071941473,"about_ca_topic_score_gemma":0.0016367439,"teacher_disagreement_score":0.001256503,"about_ca_system_score_codex":0.00017618819,"about_ca_system_score_gemma":0.0003786776,"threshold_uncertainty_score":0.004203379},"labels":[],"label_agreement":null},{"id":"W2613401873","doi":"","title":"First Responder Immersive Training Simulation Environment (FRITSE): Downwind Hazard Modeling of Scenarios","year":2014,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Downtown; Computer science; Simulation; Cityscape; Game engine; Field (mathematics); Engineering; Systems engineering; Human–computer interaction; Geography","score_opus":0.024615075390974954,"score_gpt":0.22723580114990272,"score_spread":0.20262072575892776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613401873","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":[0.2917949,0.00020779583,0.6572855,0.0004970636,0.00016833052,0.001067222,0.00287492,0.006622637,0.039481565],"genre_scores_gemma":[0.7962735,0.00027351113,0.18849954,0.00011229704,0.000020394931,0.0009321501,0.0025985814,0.00049889664,0.01079108],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998223,0.00007327387,0.000009348522,0.000023237284,0.000048344686,0.000023540319],"domain_scores_gemma":[0.99957174,0.00025752393,0.000023015129,0.00003559795,0.000058819864,0.000053313324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005929783,0.0007655563,0.0003503402,0.0003758651,0.00032229297,0.0009902489,0.0014362248,0.0009048837,0.010155838],"category_scores_gemma":[0.0012222618,0.00034709208,0.00067655783,0.0001950371,0.00034373734,0.00061440456,0.0012051625,0.0007599834,0.0007497854],"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":[0.00014018883,0.00017438283,0.0014990228,0.00009325587,0.0000358888,0.00018537375,0.000400617,0.97782797,0.00277582,0.0044196136,0.0020411755,0.010406788],"study_design_scores_gemma":[0.000026503607,0.00004490736,0.0002614675,0.000014309545,0.0000054224097,0.000025000954,0.000051024228,0.9939959,0.0010485505,0.0008527277,0.003664484,0.000009742213],"about_ca_topic_score_codex":0.007640265,"about_ca_topic_score_gemma":0.0084771635,"teacher_disagreement_score":0.010155838,"about_ca_system_score_codex":0.0004484682,"about_ca_system_score_gemma":0.00058518676,"threshold_uncertainty_score":0.033974648},"labels":[],"label_agreement":null},{"id":"W2618701320","doi":"10.6028/nist.ir.7238","title":"Investigation of the impact of commercial building envelope airtightness on HVAC energy use","year":2005,"lang":"en","type":"report","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thinkpath Engineering Services (Canada)","funders":"U.S. Department of Energy","keywords":"HVAC; Building envelope; Envelope (radar); Architectural engineering; Environmental science; Engineering; Mechanical engineering; Meteorology; Aerospace engineering; Geography; Air conditioning","score_opus":0.04800214804605799,"score_gpt":0.2829386641333732,"score_spread":0.23493651608731522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618701320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969644,0.000030274645,0.0007004596,0.000019262554,0.0000024831443,0.000017479311,0.00015600403,0.000014618976,0.0020950225],"genre_scores_gemma":[0.9990778,0.000028622686,0.0004827134,0.0000040681175,8.3025094e-7,0.000009111286,0.00011921799,0.0000039466227,0.00027365814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997279,0.00008596013,0.000011850132,0.000035996407,0.0000675507,0.00007077364],"domain_scores_gemma":[0.9991359,0.00058877515,0.00006954349,0.000044219243,0.00012834516,0.000033154167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048535704,0.0004079519,0.0003405207,0.0003644743,0.00038452938,0.0005803403,0.00049936393,0.00045935102,0.0016182315],"category_scores_gemma":[0.0013294606,0.00025466675,0.000513128,0.00046482275,0.00025875113,0.00061763346,0.00028023476,0.00039568738,0.00011727822],"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":[0.00029681364,0.00025925555,0.020162348,0.000045405122,0.000049630835,0.00013145038,0.00005689769,0.9668385,0.005245987,0.0006225823,0.0002202566,0.006070809],"study_design_scores_gemma":[0.000072272574,0.0009073947,0.02992961,0.00000889673,0.00006468181,0.00006883445,0.00023213733,0.9583305,0.009397214,0.00025586542,0.00070691697,0.00002576415],"about_ca_topic_score_codex":0.03140243,"about_ca_topic_score_gemma":0.024301054,"teacher_disagreement_score":0.03140243,"about_ca_system_score_codex":0.0010317286,"about_ca_system_score_gemma":0.00068494084,"threshold_uncertainty_score":0.062439322},"labels":[],"label_agreement":null},{"id":"W2624729267","doi":"10.1088/1742-6596/854/1/012010","title":"Effect of Wind Turbine Wakes on the Performance of a Real Case WRF-LES Simulation","year":2017,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","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":"Wind Energy Institute of Canada","funders":"U.S. Department of Energy; National Science Foundation","keywords":"Wake; Turbine; Anemometer; Weather Research and Forecasting Model; Mast (botany); Meteorology; Environmental science; Wind speed; Turbulence kinetic energy; Atmospheric sciences; Wind power; Planetary boundary layer; Turbulence; Geology; Physics; Mechanics; Engineering; Aerospace engineering","score_opus":0.020312587369010485,"score_gpt":0.2628794617371296,"score_spread":0.24256687436811913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624729267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99167585,0.00009829914,0.004085452,0.00015730539,0.000066352295,0.000046963945,0.0003935766,0.0006243363,0.0028518927],"genre_scores_gemma":[0.99627894,0.000026952179,0.00287892,0.00003432968,0.000007045387,0.000022321734,0.00031005547,0.00008104426,0.00036050563],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992719,0.0002590411,0.00006929606,0.0001218917,0.00013912546,0.00013872654],"domain_scores_gemma":[0.9961604,0.002386841,0.00027365953,0.00044885452,0.00053125067,0.00019897029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002127786,0.0009861074,0.0009687477,0.0005344615,0.0006854372,0.0016523398,0.000822634,0.0013234364,0.0013357487],"category_scores_gemma":[0.006556921,0.0005145491,0.00078502344,0.00041655684,0.00072604424,0.00095329375,0.00067461986,0.0011082619,0.00029415675],"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":[0.0004349978,0.00033978262,0.012050809,0.000057872407,0.00005510308,0.00027170114,0.000086782784,0.9743928,0.0061492044,0.00028979732,0.0004359312,0.0054352903],"study_design_scores_gemma":[0.000052458407,0.00014150796,0.0033705393,0.000008287367,0.000011029898,0.00001954083,0.00005012863,0.99344206,0.0026784411,0.000048305064,0.00016254662,0.000015211608],"about_ca_topic_score_codex":0.015533734,"about_ca_topic_score_gemma":0.006326301,"teacher_disagreement_score":0.015533734,"about_ca_system_score_codex":0.00063247373,"about_ca_system_score_gemma":0.0006761656,"threshold_uncertainty_score":0.03088665},"labels":[],"label_agreement":null},{"id":"W2697490839","doi":"10.3390/en10070845","title":"Performance Evaluation of a Modular Design of Wind Tower with Wetted Surfaces","year":2017,"lang":"en","type":"article","venue":"Energies","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Concordia University","funders":"","keywords":"Tower; Relative humidity; Wind speed; Natural ventilation; Airflow; Environmental science; Modular design; Cooling tower; Meteorology; Wind direction; Marine engineering; Apparent temperature; Ventilation (architecture); Atmospheric sciences; Engineering; Structural engineering; Aerospace engineering; Computer science; Mechanical engineering; Geology; Water cooling; Geography","score_opus":0.0289944210359371,"score_gpt":0.24217001863419885,"score_spread":0.21317559759826174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2697490839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93033403,0.00029480664,0.06628041,0.000040325063,0.00011527641,0.00009691227,0.00023281501,0.0005192025,0.002086284],"genre_scores_gemma":[0.98249775,0.00008736747,0.016563425,0.000008733128,0.000009197511,0.000035008983,0.000115043855,0.00001914036,0.0006642996],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960476,0.000074223826,0.000028563267,0.00008590856,0.00014104255,0.000065485176],"domain_scores_gemma":[0.99903,0.00013248937,0.0002528767,0.00017263497,0.00031519876,0.00009686512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005344959,0.00087070797,0.0005208493,0.00061549444,0.00021647285,0.00039053368,0.0007280275,0.0005832732,0.0013833815],"category_scores_gemma":[0.0010263171,0.0002538118,0.0005829411,0.0002535883,0.0002180898,0.0004345379,0.00022851366,0.0001958563,0.00036810612],"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":[0.0013433961,0.00042207903,0.00835497,0.0008173399,0.000207875,0.0007751928,0.00017543786,0.19147593,0.70765114,0.0006728139,0.0013208041,0.08678301],"study_design_scores_gemma":[0.00037695954,0.019215029,0.042545125,0.00007862357,0.0004773363,0.001056559,0.00016779124,0.5846566,0.34352776,0.00034679548,0.0073992736,0.00015212271],"about_ca_topic_score_codex":0.0006171189,"about_ca_topic_score_gemma":0.0006970307,"teacher_disagreement_score":0.0013833815,"about_ca_system_score_codex":0.00027799545,"about_ca_system_score_gemma":0.00025390307,"threshold_uncertainty_score":0.004627943},"labels":[],"label_agreement":null},{"id":"W2724972059","doi":"10.1016/j.energy.2017.07.028","title":"A critical review on the simulations of wind turbine aerodynamics focusing on hybrid RANS-LES methods","year":2017,"lang":"en","type":"article","venue":"Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":182,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakes Environmental (Canada); University of Waterloo","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Aerodynamics; Turbine; Aerospace engineering; Environmental science; Computational fluid dynamics; Engineering; Marine engineering; Computer science","score_opus":0.03830611272860458,"score_gpt":0.3307955327943629,"score_spread":0.29248942006575834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724972059","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":[0.00065567635,0.9781731,0.012549723,0.0019632115,0.0033833713,0.000022077747,0.00010803333,0.00010702029,0.0030378178],"genre_scores_gemma":[0.006275719,0.97304136,0.011139005,0.001572453,0.004751081,0.00005266422,0.00027970946,0.0001678416,0.002720219],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896586,0.00032411583,0.00016283493,0.00017571394,0.00032012508,0.000051459334],"domain_scores_gemma":[0.99438125,0.003573462,0.00025114056,0.00021303618,0.0014630199,0.00011804434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028697625,0.0014626308,0.0019009102,0.001534785,0.0003267599,0.0017450849,0.0017957063,0.0019062028,0.005413972],"category_scores_gemma":[0.0058519356,0.000918439,0.0011726627,0.0021761886,0.00071168906,0.002775143,0.0010299236,0.0025862593,0.0034570915],"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":[0.00019260148,0.00012898112,0.0007458952,0.03368913,0.00040782872,0.00018565047,0.00014178347,0.019477734,0.0047265487,0.026240995,0.10805011,0.8060127],"study_design_scores_gemma":[0.000046364934,0.0002511188,0.0011815991,0.012392303,0.0003769222,0.0003546209,0.00013779398,0.0136417495,0.0037380834,0.011495641,0.9562789,0.00010481674],"about_ca_topic_score_codex":0.0014827386,"about_ca_topic_score_gemma":0.0018548496,"teacher_disagreement_score":0.005413972,"about_ca_system_score_codex":0.0006135719,"about_ca_system_score_gemma":0.001888102,"threshold_uncertainty_score":0.018111587},"labels":[],"label_agreement":null},{"id":"W2734092237","doi":"10.1007/s10652-017-9540-1","title":"Large-eddy simulation of turbulent flow and structures within and above an idealized building array","year":2017,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Turbulence kinetic energy; Mechanics; Dissipation; Flow (mathematics); Physics; Large eddy simulation; Kinetic energy; Turbulence modeling; Inflow; Meteorology; Boundary layer; Hydrogeology; Open-channel flow; K-epsilon turbulence model; Geology; Statistical physics; Classical mechanics; Thermodynamics; Geotechnical engineering","score_opus":0.009942689981064788,"score_gpt":0.24227829875652832,"score_spread":0.23233560877546353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734092237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833577,0.00005477668,0.0101368,0.00015347211,0.00003154118,0.000023465944,0.00016939848,0.00013695196,0.0059358794],"genre_scores_gemma":[0.99759954,0.000018842393,0.0015518941,0.000015420817,0.0000058299406,0.000010703305,0.00007652128,0.000017166029,0.0007040941],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998149,0.000043448592,0.000010213439,0.00003130613,0.00003884313,0.00006119478],"domain_scores_gemma":[0.9992747,0.00038876254,0.000070235765,0.000065627835,0.00008262396,0.000117981595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030113012,0.0004671105,0.00075732183,0.00039648425,0.0009256971,0.0010179122,0.00095637585,0.0015292802,0.0017348785],"category_scores_gemma":[0.0013322859,0.00042664484,0.0005404663,0.00053440727,0.0011841294,0.00085856434,0.00071152154,0.0008583737,0.00014922273],"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":[0.00006912133,0.00008831002,0.0017378051,0.000012265982,0.0000129786595,0.00007433337,0.000045148154,0.9950938,0.0014015067,0.0006457321,0.000108717904,0.00071031344],"study_design_scores_gemma":[0.000013914312,0.000023215403,0.0007057452,0.0000013014596,0.0000029681753,0.0000056704,0.000029444971,0.998798,0.000264581,0.00011256183,0.000037437385,0.000005184381],"about_ca_topic_score_codex":0.021368593,"about_ca_topic_score_gemma":0.013532589,"teacher_disagreement_score":0.021368593,"about_ca_system_score_codex":0.0007159983,"about_ca_system_score_gemma":0.0010165583,"threshold_uncertainty_score":0.042488456},"labels":[],"label_agreement":null},{"id":"W2735179097","doi":"10.1016/j.atmosres.2017.07.008","title":"A CFD study of the influence of turbulence on undercatch of precipitation gauges","year":2017,"lang":"en","type":"article","venue":"Atmospheric Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Environment Canada; FedDev Ontario; Government of Ontario; Compute Canada; Ontario Centres of Excellence","keywords":"Turbulence; Snowflake; Drag; Mechanics; Reynolds-averaged Navier–Stokes equations; Precipitation; Meteorology; Environmental science; Wind speed; Physics; Clear-air turbulence; Atmospheric sciences; Snow","score_opus":0.04662913532408517,"score_gpt":0.3463085311638206,"score_spread":0.2996793958397354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735179097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373335,0.000068934394,0.0034502437,0.000057802197,0.000028426979,0.00001775354,0.00015217745,0.00007886118,0.0024124526],"genre_scores_gemma":[0.9987562,0.00003384383,0.00068015355,0.000006349481,0.0000056468175,0.0000030725878,0.00006574835,0.00001001382,0.0004391133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984694,0.000027230006,0.000010938956,0.000029736015,0.000035855173,0.000049229082],"domain_scores_gemma":[0.9993643,0.0003867297,0.00004161875,0.000054877954,0.00009211509,0.000060445764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025647084,0.00030910125,0.00069028325,0.0005729058,0.0006404912,0.00078171905,0.0003526075,0.0005051881,0.00095309573],"category_scores_gemma":[0.0011065081,0.00021165475,0.00056655053,0.0005743157,0.0005777023,0.0005177055,0.00032259364,0.00040013628,0.00009825182],"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":[0.00065245,0.0004190057,0.05122655,0.00007594491,0.000071632574,0.0011155108,0.00027836088,0.85423994,0.067099944,0.0019971558,0.00092507055,0.021898502],"study_design_scores_gemma":[0.000033238684,0.000108309265,0.020705547,0.0000043006444,0.00002063221,0.00004167781,0.00008451206,0.9720632,0.0063853585,0.00016030461,0.0003727823,0.000020103738],"about_ca_topic_score_codex":0.044638198,"about_ca_topic_score_gemma":0.018290982,"teacher_disagreement_score":0.044638198,"about_ca_system_score_codex":0.0008088471,"about_ca_system_score_gemma":0.0009867916,"threshold_uncertainty_score":0.08875674},"labels":[],"label_agreement":null},{"id":"W2739553302","doi":"","title":"The hydraulics of exchange flow between adjacent confined building zones","year":2012,"lang":"en","type":"article","venue":"Bulletin of the American Physical Society","topic":"Wind and Air Flow Studies","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":"University of Alberta","funders":"","keywords":"Gravity current; Plume; Buoyancy; Mechanics; Fluid dynamics; Geology; Stratification (seeds); Open-channel flow; Flow (mathematics); Current (fluid); Flow velocity; Hydraulic jump; Front (military); Neutral buoyancy; Stratified flow; External flow; Physics; Internal wave; Meteorology; Turbulence","score_opus":0.009623134872221595,"score_gpt":0.23095550948516325,"score_spread":0.22133237461294164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739553302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9165574,0.00024646215,0.074398674,0.00022844902,0.000047352427,0.00005866967,0.00015800784,0.0002660945,0.008038925],"genre_scores_gemma":[0.99745506,0.000050369777,0.0012415047,0.0000064957667,0.0000054266866,0.000015194358,0.000023580591,0.000008158006,0.0011942197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984777,0.000025780628,0.0000067493474,0.00003503929,0.000026858947,0.000057800884],"domain_scores_gemma":[0.99967146,0.000146083,0.00005311847,0.000025139008,0.000034569795,0.00006966635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021067083,0.00027831766,0.00037573525,0.0006525982,0.0009423026,0.0010779651,0.0005306109,0.00060552196,0.0017796787],"category_scores_gemma":[0.0008939834,0.00030439786,0.00029914966,0.00029329173,0.0014218776,0.0009462093,0.0012144586,0.00043969663,0.00013107267],"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":[0.0005222886,0.00022162119,0.013715848,0.00012639185,0.00004649927,0.0013091204,0.00075463066,0.78120303,0.08667067,0.094622515,0.0008141019,0.019993234],"study_design_scores_gemma":[0.000084493375,0.0002781359,0.011067487,0.000021761038,0.000024789157,0.00020673663,0.0004313058,0.9632237,0.008640725,0.014029195,0.0019186172,0.000073061856],"about_ca_topic_score_codex":0.0050232327,"about_ca_topic_score_gemma":0.0020859782,"teacher_disagreement_score":0.0050232327,"about_ca_system_score_codex":0.0008569742,"about_ca_system_score_gemma":0.0008157172,"threshold_uncertainty_score":0.00998801},"labels":[],"label_agreement":null},{"id":"W2740202864","doi":"10.5555/arwg.1480-6800.17.4.357","title":"Spatio-temporal Analysis of Hazardous Fog: A Case Study of Bahawalpur, Pakistan","year":2014,"lang":"en","type":"article","venue":"Arab world geographer","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visibility; Geography; Forestry; Humanities; Art; Meteorology","score_opus":0.009536918627776165,"score_gpt":0.24916235061027808,"score_spread":0.2396254319825019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740202864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799794,0.00011483192,0.00029878647,0.00005866993,0.000002835925,0.00003092437,0.0004151374,0.000003519078,0.0010773006],"genre_scores_gemma":[0.9983485,0.00028528745,0.00062376156,0.000018368732,0.0000051170955,0.000015888081,0.00030955256,0.000001607545,0.00039198418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99969494,0.000059459053,0.000018402066,0.000048302078,0.00007606335,0.000102913225],"domain_scores_gemma":[0.9995009,0.00015667561,0.00012609629,0.000032528354,0.000120182696,0.00006367704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033835322,0.00025922694,0.00018679824,0.0013267372,0.0011647757,0.00067929405,0.00038352734,0.0003456657,0.0007912491],"category_scores_gemma":[0.0007539895,0.0001505031,0.00026351732,0.002184574,0.00062664197,0.00036004698,0.000613288,0.00023248968,0.000073279225],"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":[0.00007314898,0.00012932012,0.95627904,0.0001735138,0.000075142554,0.011407809,0.009403405,0.0016371397,0.0018429304,0.00045207745,0.00057585427,0.017950634],"study_design_scores_gemma":[0.000005458437,0.00011518647,0.9584577,0.00004086654,0.000050040086,0.0018023651,0.033493888,0.0022517515,0.00073116494,0.00015992988,0.0028686048,0.000022931772],"about_ca_topic_score_codex":0.276363,"about_ca_topic_score_gemma":0.37947056,"teacher_disagreement_score":0.276363,"about_ca_system_score_codex":0.0018233965,"about_ca_system_score_gemma":0.0016958492,"threshold_uncertainty_score":0.54950875},"labels":[],"label_agreement":null},{"id":"W2741010747","doi":"10.1080/14733315.2017.1351735","title":"Applicability of flow-rate-independent discharge coefficients in purpose-provided, interior natural-ventilation openings","year":2017,"lang":"en","type":"article","venue":"International Journal of Ventilation","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airflow; Discharge coefficient; Natural ventilation; Ventilation (architecture); Mechanics; Flow (mathematics); Volumetric flow rate; Reynolds number; Environmental science; Simulation; Engineering; Turbulence; Mechanical engineering; Physics","score_opus":0.011507798618094476,"score_gpt":0.27900530968632853,"score_spread":0.26749751106823405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741010747","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":[0.48983622,0.00084657315,0.5011518,0.00011654626,0.00007244774,0.00025844618,0.00020053239,0.0008042927,0.0067131068],"genre_scores_gemma":[0.9720544,0.00020309472,0.027180163,0.000019492341,0.000009081558,0.000060032165,0.00007231676,0.00005169202,0.00034974018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985897,0.00031149862,0.00016362277,0.00029265904,0.00053221476,0.00011021179],"domain_scores_gemma":[0.99626344,0.0020407937,0.00066098507,0.00039723114,0.0005539649,0.000083557374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018865993,0.0008182719,0.00063055224,0.0006816822,0.0004413678,0.00095551566,0.0010693611,0.00087898504,0.00043580064],"category_scores_gemma":[0.0094452435,0.00055536587,0.00072552613,0.0002912856,0.00063772494,0.0015116084,0.0008038327,0.00097483484,0.00026167836],"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":[0.00047452448,0.00045978063,0.040886555,0.00043696075,0.00006093657,0.00041166035,0.00036482932,0.7509867,0.09909898,0.005643871,0.0005038571,0.100671306],"study_design_scores_gemma":[0.000043767595,0.00049257476,0.008139247,0.00010015398,0.000036111247,0.00024838423,0.00006892784,0.9141669,0.07255946,0.0020683638,0.0019815592,0.00009444366],"about_ca_topic_score_codex":0.0026871557,"about_ca_topic_score_gemma":0.0016786605,"teacher_disagreement_score":0.0026871557,"about_ca_system_score_codex":0.00048664372,"about_ca_system_score_gemma":0.0008143294,"threshold_uncertainty_score":0.00997746},"labels":[],"label_agreement":null},{"id":"W2747221121","doi":"10.1016/j.renene.2017.08.026","title":"Wind and tornado climatologies and wind resource modelling for a modern development situated in “Tornado Alley”","year":2017,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Tornado; Wind speed; Meteorology; Environmental science; Maximum sustained wind; Wind power; Situated; Climatology; Wind direction; Geography; Engineering; Geology; Wind gradient; Computer science","score_opus":0.023345790823348804,"score_gpt":0.22292941774965613,"score_spread":0.19958362692630732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747221121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922856,0.00010812653,0.0026642298,0.000296318,0.000019457031,0.000015381565,0.0006367817,0.000041634325,0.0039325547],"genre_scores_gemma":[0.9962907,0.00010831869,0.0018328046,0.00001043426,0.0000067637675,0.000021328318,0.00036502027,0.000017097855,0.00134763],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995315,0.000014362586,0.0000025300076,0.000009539866,0.0000046723667,0.000015829099],"domain_scores_gemma":[0.99986637,0.00005525478,0.000016333888,0.000010850128,0.000027960397,0.000023170061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014456418,0.00029875577,0.00021134804,0.0003112612,0.000502122,0.0007541821,0.00042840277,0.0006003438,0.0013950247],"category_scores_gemma":[0.0004696245,0.00020825528,0.00035936406,0.00063866714,0.00028340283,0.0006934045,0.00026938616,0.0005542987,0.00013841357],"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":[0.0001513531,0.00017934278,0.09667922,0.000082131744,0.00005545807,0.0007878826,0.00051938347,0.8770113,0.0012761051,0.0073366705,0.0022696701,0.013651347],"study_design_scores_gemma":[0.0000185987,0.00004199268,0.054713912,0.000022567787,0.000026937845,0.00006951998,0.0014172633,0.93926716,0.00040651296,0.0010609664,0.0029204472,0.000034166318],"about_ca_topic_score_codex":0.19859432,"about_ca_topic_score_gemma":0.20742185,"teacher_disagreement_score":0.19859432,"about_ca_system_score_codex":0.0010370372,"about_ca_system_score_gemma":0.0011040054,"threshold_uncertainty_score":0.39487678},"labels":[],"label_agreement":null},{"id":"W2748598378","doi":"10.5194/acp-17-14239-2017","title":"Spatiotemporal distribution of nitrogen dioxide within and around a large-scale wind farm – a numerical case study","year":2017,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"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":"Environment and Climate Change Canada; National Natural Science Foundation of China","keywords":"Environmental science; Wind speed; Maximum sustained wind; Wind power; Turbulence kinetic energy; Roughness length; Meteorology; Atmospheric sciences; Planetary boundary layer; Wind direction; Wind profile power law; Weather Research and Forecasting Model; Renewable energy; Boundary layer; Turbine; Wind shear; Wind gradient; Turbulence; Geography; Geology; Mechanics; Physics; Engineering","score_opus":0.008084567224124106,"score_gpt":0.22890138771522506,"score_spread":0.22081682049110096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748598378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957587,0.000051450414,0.0019682823,0.00012056632,0.000019897136,0.000026988993,0.0004015282,0.000046937766,0.0016055355],"genre_scores_gemma":[0.99801433,0.000030378495,0.0012700505,0.000015567915,0.0000048137504,0.00001608682,0.0002504379,0.000005074515,0.00039335608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998267,0.000033879496,0.00001301991,0.00005275745,0.000024745506,0.000048928163],"domain_scores_gemma":[0.9996183,0.00015250526,0.00005900239,0.000040435396,0.000069136346,0.000060678027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029427765,0.0005549973,0.00050023594,0.00055798196,0.00088003546,0.0008897065,0.001045735,0.0019759997,0.0011281042],"category_scores_gemma":[0.000695967,0.00033771805,0.0010057086,0.00068718777,0.0007558326,0.0007437298,0.00067575363,0.00083422055,0.000104048704],"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":[0.000111124646,0.0002455403,0.043668896,0.000042498712,0.00007803265,0.0012274621,0.000070484195,0.94876903,0.0030525173,0.0008221402,0.00040635734,0.0015058734],"study_design_scores_gemma":[0.000034675293,0.000044031676,0.008312539,0.0000050435196,0.000019716428,0.00003641047,0.00012763756,0.9905071,0.00051754207,0.00019414483,0.00018294103,0.000018253922],"about_ca_topic_score_codex":0.06513433,"about_ca_topic_score_gemma":0.040108107,"teacher_disagreement_score":0.06513433,"about_ca_system_score_codex":0.0010408781,"about_ca_system_score_gemma":0.00079667225,"threshold_uncertainty_score":0.12951046},"labels":[],"label_agreement":null},{"id":"W2749582141","doi":"10.1061/ajrua6.0000916","title":"Fragility Assessment of Roof-to-Wall Connection Failures for Wood-Frame Houses in High Winds","year":2017,"lang":"en","type":"article","venue":"ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":24,"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":"Fujita scale; Roof; Low-rise; Fragility; Wind engineering; Environmental science; Tornado; Meteorology; Wind tunnel; Structural engineering; Wind speed; Engineering; Geography; Aerospace engineering","score_opus":0.008145395763321949,"score_gpt":0.23372704947329412,"score_spread":0.22558165370997216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749582141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960782,0.00003019551,0.0024960644,0.0000074911886,0.0000022682189,0.000023497276,0.00075850426,0.000049889062,0.000553943],"genre_scores_gemma":[0.9980202,0.000017215703,0.00103784,0.000001347816,0.0000015541964,0.0000074124223,0.0007173392,0.000004000266,0.00019315044],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997707,0.00003212876,0.000018701334,0.000047443576,0.00008261163,0.000048466278],"domain_scores_gemma":[0.9994048,0.00015655124,0.0001709448,0.000047526006,0.00015168922,0.000068501955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059427996,0.0006623139,0.00030380004,0.002373158,0.0003380342,0.00040955967,0.00037705767,0.0004249332,0.0016026084],"category_scores_gemma":[0.0011848069,0.0002099071,0.0004132834,0.0009070457,0.00020130337,0.0005346551,0.00032779455,0.00021500271,0.00025245303],"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":[0.0003829643,0.00015447884,0.7588066,0.00010070899,0.00010510778,0.000903097,0.00024997772,0.17662859,0.013952269,0.00034562554,0.0012355555,0.04713503],"study_design_scores_gemma":[0.000007564981,0.00020718227,0.7599058,0.000022865997,0.00002602513,0.00018556208,0.0002734386,0.23538356,0.0034083223,0.00021584245,0.0003348298,0.000029028313],"about_ca_topic_score_codex":0.011781379,"about_ca_topic_score_gemma":0.02311491,"teacher_disagreement_score":0.011781379,"about_ca_system_score_codex":0.00041000012,"about_ca_system_score_gemma":0.00019486126,"threshold_uncertainty_score":0.02342558},"labels":[],"label_agreement":null},{"id":"W2751387434","doi":"10.1002/we.2138","title":"Tailoring incoming shear and turbulence profiles for lab‐scale wind turbines","year":2017,"lang":"en","type":"article","venue":"Wind Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; European Research Council; Natural Sciences and Engineering Research Council of Canada; Leverhulme Trust","keywords":"Turbulence; Turbulence kinetic energy; Mechanics; K-epsilon turbulence model; Shear (geology); Wind speed; Wind tunnel; Shear flow; Shear velocity; Physics; Meteorology; Geology","score_opus":0.013516525349095542,"score_gpt":0.22683278828519032,"score_spread":0.2133162629360948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751387434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990203,0.000010052127,0.009175337,0.000012670739,0.000008108236,0.000024552892,0.00012985371,0.0001299584,0.0003064229],"genre_scores_gemma":[0.99624497,0.000013840111,0.003444401,0.0000049678024,0.0000013006262,0.000023056744,0.00009459551,0.000017353097,0.00015546326],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994016,0.0000134660795,0.0000054838997,0.0000113873675,0.000017396631,0.000012148859],"domain_scores_gemma":[0.9997142,0.00009471657,0.00004138808,0.00005657247,0.000059284725,0.000033853044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031380996,0.00017972906,0.00016465862,0.00015208508,0.00019653913,0.00029473956,0.00017893717,0.00019201264,0.0007819661],"category_scores_gemma":[0.0005954051,0.00011940601,0.00010211565,0.00014845324,0.00018941285,0.00020350069,0.00015190609,0.00024557216,0.00016180525],"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":[0.00084601063,0.0007044611,0.030060433,0.00009263611,0.000021406957,0.0001547028,0.00021464984,0.038507603,0.8958706,0.0004418216,0.0006278737,0.032457877],"study_design_scores_gemma":[0.0000913563,0.002480672,0.072303705,0.000018211418,0.0000268087,0.000077009514,0.00026990892,0.18150713,0.74118763,0.00037654175,0.0016104016,0.000050731098],"about_ca_topic_score_codex":0.00046701942,"about_ca_topic_score_gemma":0.001066156,"teacher_disagreement_score":0.0007819661,"about_ca_system_score_codex":0.00010999304,"about_ca_system_score_gemma":0.00014412127,"threshold_uncertainty_score":0.002615869},"labels":[],"label_agreement":null},{"id":"W2755242794","doi":"10.1016/j.jweia.2017.09.010","title":"Novel techniques in wind engineering","year":2017,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canada Foundation for Innovation","keywords":"Mesoscale meteorology; Microscale chemistry; Context (archaeology); Wind engineering; Meteorology; Computer science; Scale (ratio); Wind power; Geology; Marine engineering; Engineering; Geography; Mathematics; Cartography","score_opus":0.016114585296475997,"score_gpt":0.21180348694721876,"score_spread":0.19568890165074276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755242794","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":[0.013799779,0.013643482,0.9085452,0.0011609779,0.0020813758,0.00007780615,0.000068743095,0.00029205272,0.06033044],"genre_scores_gemma":[0.20930353,0.020444246,0.6787314,0.00051930116,0.0024544208,0.00025442397,0.0001389885,0.0002779358,0.08787579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966764,0.000082181796,0.00002170837,0.000062935775,0.00014335822,0.000022149665],"domain_scores_gemma":[0.99971646,0.00010448409,0.000025359992,0.000065810185,0.000064923304,0.000022913813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044385644,0.0008139081,0.0006060232,0.0012839076,0.0007245237,0.0010822894,0.00084701634,0.0009970517,0.006180457],"category_scores_gemma":[0.0009903569,0.00043727562,0.0006771687,0.00080545363,0.001406775,0.002816127,0.0016301468,0.0021031327,0.0022701824],"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":[0.00004740836,0.0001056983,0.00024574957,0.0004269907,0.000044793094,0.00020490734,0.00027972122,0.0061008027,0.042122725,0.7516844,0.0060206247,0.1927161],"study_design_scores_gemma":[0.000050910927,0.00021405805,0.00088064827,0.0002502895,0.000055146153,0.0018249406,0.0001959095,0.10442754,0.019032681,0.6704209,0.20255505,0.00009197869],"about_ca_topic_score_codex":0.00019690584,"about_ca_topic_score_gemma":0.0003325634,"teacher_disagreement_score":0.006180457,"about_ca_system_score_codex":0.00030333904,"about_ca_system_score_gemma":0.00028993355,"threshold_uncertainty_score":0.020675719},"labels":[],"label_agreement":null},{"id":"W2755853864","doi":"10.1007/978-3-319-57645-9_40","title":"Error Covariance Estimation Methods Based on Analysis Residuals and Its Application to Air Quality Surface Observation Networks","year":2017,"lang":"en","type":"book-chapter","venue":"Springer proceedings in complexity","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Statistics; Mathematics; Covariance; Variance (accounting); Scale (ratio); Geography","score_opus":0.098732603249421,"score_gpt":0.3587959572427308,"score_spread":0.26006335399330976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755853864","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":[0.0018780477,0.00066413824,0.99674207,0.00007607919,0.00006434209,0.0000068507056,0.000025193916,0.00010258772,0.00044071983],"genre_scores_gemma":[0.16178627,0.005934991,0.8180008,0.00013155428,0.00066176493,0.0001924634,0.00055089104,0.00066014373,0.012081215],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917173,0.00036029416,0.00005515124,0.00015980762,0.00022329012,0.000029664912],"domain_scores_gemma":[0.9947423,0.004108758,0.00020847637,0.00027636232,0.0006260202,0.00003816239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021865435,0.0009673246,0.0008426693,0.0007689613,0.00025466384,0.0009706943,0.000976824,0.0009514119,0.0013507226],"category_scores_gemma":[0.011946556,0.0006604638,0.0009739107,0.0015367995,0.00089763914,0.0015902709,0.0011341128,0.0022033867,0.0006214011],"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":[0.000066249995,0.000059921218,0.0011218692,0.00021374055,0.00013896204,0.00010448163,0.00017325605,0.56455725,0.004572765,0.0888587,0.003965254,0.3361676],"study_design_scores_gemma":[0.000002679351,0.00001213001,0.00037161447,0.000013968068,0.000011702935,0.000026586762,0.000007803824,0.9804161,0.00062277645,0.016814347,0.0016875811,0.000012736629],"about_ca_topic_score_codex":0.0059520393,"about_ca_topic_score_gemma":0.0045198244,"teacher_disagreement_score":0.0059520393,"about_ca_system_score_codex":0.00040812072,"about_ca_system_score_gemma":0.0006321896,"threshold_uncertainty_score":0.0118348},"labels":[],"label_agreement":null},{"id":"W2756856468","doi":"10.1016/j.jweia.2017.09.013","title":"Effects of turbulence on the mean pressure field in the separated-reattaching flow above a low-rise building","year":2017,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"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; Institute for Catastrophic Loss Reduction","keywords":"Turbulence; Mechanics; Particle image velocimetry; Turbulence kinetic energy; Mean flow; Pressure gradient; Boundary layer; Pressure coefficient; Bubble; K-epsilon turbulence model; Physics; Geology; Materials science","score_opus":0.008562229058766609,"score_gpt":0.21678508317595438,"score_spread":0.20822285411718777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756856468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99866104,0.00003502154,0.000440349,0.000039241833,0.000014676612,0.0000067319115,0.000034283818,0.000038882758,0.0007297338],"genre_scores_gemma":[0.9997123,0.000011473102,0.00008371736,0.000004994286,0.000003961067,0.000001826826,0.000019467921,0.000005315107,0.00015698382],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997986,0.000040433817,0.0000101349515,0.000031211774,0.000035207653,0.00008443872],"domain_scores_gemma":[0.9990853,0.00048530332,0.000053174885,0.000045683857,0.00013162919,0.00019895573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030494484,0.00039999973,0.0006377201,0.00058158144,0.0010618253,0.00111881,0.00041798345,0.0007690276,0.0017233128],"category_scores_gemma":[0.0014912516,0.00037501435,0.0006042338,0.0003614055,0.0016483268,0.0006175201,0.0005954301,0.0011641341,0.00019852389],"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":[0.013026767,0.0025972214,0.09515649,0.00026169015,0.00019254848,0.0066181286,0.0020352527,0.3736711,0.4638273,0.004379855,0.0014389707,0.03679465],"study_design_scores_gemma":[0.00043694966,0.0028163632,0.4079191,0.00003787094,0.00019148667,0.00045188185,0.0012565431,0.5340543,0.051209297,0.00076860946,0.00060413306,0.00025354256],"about_ca_topic_score_codex":0.015748274,"about_ca_topic_score_gemma":0.0075691883,"teacher_disagreement_score":0.015748274,"about_ca_system_score_codex":0.0006836369,"about_ca_system_score_gemma":0.00082942523,"threshold_uncertainty_score":0.03131318},"labels":[],"label_agreement":null},{"id":"W2757089614","doi":"","title":"Aeroacoustic Noise from Building Façades – Observed Problems and Approaches to Mitigation","year":2017,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Noise (video); Acoustics; Facade; Noise control; Computer science; Engineering; Aerospace engineering; Structural engineering; Noise reduction; Physics","score_opus":0.08872793172388309,"score_gpt":0.21326690301175416,"score_spread":0.12453897128787107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757089614","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":[0.043141533,0.20267485,0.6279218,0.022263499,0.0022106376,0.00039659065,0.00014974942,0.0010610488,0.100180276],"genre_scores_gemma":[0.5404224,0.18792006,0.23057255,0.00185092,0.0019876864,0.00026901986,0.00031024916,0.00013303777,0.03653414],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972995,0.00067733583,0.00013175554,0.00029828085,0.001404508,0.00018869257],"domain_scores_gemma":[0.99640864,0.0014172147,0.00048492532,0.00033936917,0.0012223157,0.00012751504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025296248,0.0015992398,0.0007977278,0.0028295466,0.0010532612,0.0049005877,0.0029585161,0.0033808723,0.0035197288],"category_scores_gemma":[0.004424472,0.00052523153,0.00073920126,0.0017804117,0.0033411598,0.0047705607,0.002610114,0.002771784,0.0013407813],"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":[0.00018099588,0.0007278263,0.010219697,0.00371553,0.00020973755,0.0010455322,0.0024021305,0.054974303,0.021059891,0.110564,0.009770833,0.78512955],"study_design_scores_gemma":[0.00007780051,0.0016966193,0.030233514,0.009222283,0.0004240885,0.006886341,0.028535364,0.19566098,0.048006777,0.23067287,0.4479253,0.00065808254],"about_ca_topic_score_codex":0.0036959525,"about_ca_topic_score_gemma":0.0045079673,"teacher_disagreement_score":0.0049005877,"about_ca_system_score_codex":0.0013632722,"about_ca_system_score_gemma":0.0020111047,"threshold_uncertainty_score":0.013378084},"labels":[],"label_agreement":null},{"id":"W2765103588","doi":"10.1115/fedsm2017-69534","title":"Experimental Investigation of the Influence of Inflow Conditions on the Flow Over an Extended Edge Escarpment","year":2017,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Escarpment; Turbulence; Inflow; Turbine; Flow (mathematics); Geometry; Geology; Leading edge; Tower; Mechanics; Wake; Meteorology; Wind direction; Wind speed; Physics; Geomorphology; Structural engineering; Engineering; Mathematics","score_opus":0.01786374981748789,"score_gpt":0.2578480703337585,"score_spread":0.2399843205162706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765103588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995383,0.000005705599,0.00028509513,0.0000025606455,0.0000016920783,0.000005063082,0.000041796848,0.00001125213,0.00010861448],"genre_scores_gemma":[0.9993393,0.00001841994,0.00042280956,0.000003057426,0.0000012826164,0.0000058916403,0.00007283796,0.0000026865043,0.00013367788],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988115,0.000012400425,0.000007382407,0.000037279464,0.000030449746,0.00003141818],"domain_scores_gemma":[0.9996964,0.000112527465,0.00004495631,0.000039635906,0.000058060832,0.000048490223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016655111,0.00026903863,0.0003590524,0.00015887766,0.00034124707,0.00031948858,0.00021513784,0.00034236605,0.00076864555],"category_scores_gemma":[0.00036876273,0.00014661934,0.000213275,0.000175142,0.0003603294,0.0001860387,0.00022296394,0.0003503903,0.00010274566],"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":[0.0012364502,0.00053715473,0.028184691,0.00006165006,0.00002666922,0.00043120905,0.0002784257,0.020073257,0.9436334,0.00011559948,0.00009515332,0.0053263213],"study_design_scores_gemma":[0.00018297402,0.010487123,0.31919786,0.000021501019,0.00011920208,0.0002741836,0.0006138813,0.083079234,0.58496976,0.00014549962,0.00082364003,0.00008517299],"about_ca_topic_score_codex":0.0025094098,"about_ca_topic_score_gemma":0.003757068,"teacher_disagreement_score":0.0025094098,"about_ca_system_score_codex":0.00021121609,"about_ca_system_score_gemma":0.00022714167,"threshold_uncertainty_score":0.004989624},"labels":[],"label_agreement":null},{"id":"W2767151338","doi":"10.5194/npg-25-335-2018","title":"Idealized models of the joint probability distribution of wind speeds","year":2018,"lang":"en","type":"article","venue":"Nonlinear processes in geophysics","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Joint probability distribution; Weibull distribution; Wind speed; Bivariate analysis; Mathematics; Probability distribution; Gaussian; Isotropy; Statistical physics; Scatterometer; Distribution (mathematics); Statistics; Meteorology; Mathematical analysis; Physics","score_opus":0.021173921150669305,"score_gpt":0.23821317106002607,"score_spread":0.21703924990935677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767151338","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":[0.1601823,0.00024040075,0.83402836,0.0005072388,0.0000747772,0.0000680383,0.000594938,0.00019414497,0.0041097593],"genre_scores_gemma":[0.9626358,0.00039439573,0.03169406,0.000116926996,0.000073701696,0.00019331944,0.000655479,0.000055692784,0.0041805394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981646,0.00067417783,0.00009428673,0.00043406192,0.00037649643,0.00025647564],"domain_scores_gemma":[0.99525934,0.0022896572,0.0010290706,0.00056375377,0.0006855157,0.0001726511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036095353,0.000628256,0.0010467088,0.0012878162,0.00039329936,0.0018426189,0.0017464061,0.0011345467,0.001847397],"category_scores_gemma":[0.009284148,0.00074917113,0.0010805643,0.0014009186,0.0021948875,0.003458309,0.00092763064,0.001307063,0.00049058656],"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":[0.000066037974,0.000035542824,0.0032149274,0.00003481258,0.000060030627,0.00012162702,0.00013340685,0.88452905,0.0005622381,0.10710799,0.00050472526,0.0036296214],"study_design_scores_gemma":[0.000019763387,0.00002059458,0.0011199152,0.000010675221,0.0000131106135,0.000058103946,0.000031978285,0.9385399,0.000117888434,0.059558365,0.00048744763,0.000022208538],"about_ca_topic_score_codex":0.007025481,"about_ca_topic_score_gemma":0.0043883994,"teacher_disagreement_score":0.007025481,"about_ca_system_score_codex":0.0014586492,"about_ca_system_score_gemma":0.0014513286,"threshold_uncertainty_score":0.019089282},"labels":[],"label_agreement":null},{"id":"W2767475609","doi":"10.3390/atmos9020070","title":"Evaluation of Analysis by Cross-Validation, Part II: Diagnostic and Optimization of Analysis Error Covariance","year":2018,"lang":"en","type":"article","venue":"Atmosphere","topic":"Wind and Air Flow Studies","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":"Environment and Climate Change Canada","funders":"","keywords":"Error analysis; Covariance; Analysis of covariance; Variance (accounting); Statistics; Computer science; Mathematics; Margin (machine learning); Applied mathematics; Algorithm","score_opus":0.015458390076478288,"score_gpt":0.2773806375377667,"score_spread":0.2619222474612884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767475609","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":[0.016454646,0.0002697098,0.9823192,0.00006724911,0.00002369331,0.000085679545,0.0000761985,0.00032582233,0.00037776557],"genre_scores_gemma":[0.30592677,0.00022328152,0.6914361,0.000120353856,0.000031258685,0.0004031718,0.00059876044,0.0006093992,0.00065093214],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98315305,0.011361453,0.0010187215,0.0012816966,0.00276274,0.00042232388],"domain_scores_gemma":[0.95680904,0.030884594,0.0026686336,0.00310823,0.0061482587,0.00038125235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03299926,0.002178393,0.0015779089,0.0033161307,0.00066843216,0.0021174517,0.0013170883,0.0021144082,0.0009796619],"category_scores_gemma":[0.06846789,0.0007133924,0.0014183708,0.0011908618,0.0017194476,0.0018330938,0.0018551288,0.0016673687,0.00029986468],"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":[0.00057932036,0.00026948686,0.018209642,0.0005859793,0.0009110239,0.00020738336,0.0004199115,0.7222818,0.02062742,0.020549404,0.0021913,0.21316725],"study_design_scores_gemma":[0.00002159989,0.0001991247,0.00424291,0.00007397889,0.000057326528,0.0001029057,0.00004953751,0.9765495,0.0110979825,0.006386865,0.00116288,0.000055374137],"about_ca_topic_score_codex":0.0032827149,"about_ca_topic_score_gemma":0.0024786815,"teacher_disagreement_score":0.03299926,"about_ca_system_score_codex":0.001215675,"about_ca_system_score_gemma":0.002676508,"threshold_uncertainty_score":0.17451888},"labels":[],"label_agreement":null},{"id":"W2768928791","doi":"10.5194/gmd-2017-272","title":"Comparison of dealiasing schemes in large-eddy simulation of neutrally-stratified atmospheric boundary-layer type flows","year":2017,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Center for High Performance Computing; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Utah","keywords":"Fourier series; Truncation error; Large eddy simulation; Fourier transform; Smoothing; Mathematics; Turbulence modeling; Truncation (statistics); Fourier analysis; Discrete Fourier series; Mathematical analysis; Turbulence; Applied mathematics; Physics; Mechanics; Short-time Fourier transform; Statistics","score_opus":0.0410790330913637,"score_gpt":0.33587690246149565,"score_spread":0.29479786937013197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768928791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92538047,0.00028678772,0.07131355,0.000093517825,0.000050752908,0.00015733729,0.00007228048,0.00043318066,0.00221215],"genre_scores_gemma":[0.9666063,0.000058347287,0.032803044,0.0000184609,0.0000067485994,0.0000734353,0.0000677956,0.000048147187,0.00031759692],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996276,0.00017108337,0.000039114322,0.000024582156,0.00010143172,0.000036217225],"domain_scores_gemma":[0.9982712,0.0009181917,0.00018952672,0.00019094982,0.00031529475,0.00011481704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014906973,0.00053719827,0.0006237556,0.0005088848,0.00042611116,0.000819351,0.00082312216,0.00079096906,0.0005778821],"category_scores_gemma":[0.0030528405,0.00020225378,0.00039650904,0.00036451136,0.00049664505,0.00059193256,0.0006197025,0.0005589784,0.000110750705],"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":[0.000827513,0.0005207758,0.0133386385,0.0001712131,0.000118162454,0.00015717512,0.0003274771,0.9196695,0.026127232,0.0035433848,0.00023042869,0.034968555],"study_design_scores_gemma":[0.000034899404,0.000172626,0.0010633263,0.000008340593,0.000009828576,0.00000869426,0.000028451375,0.9939149,0.0044692117,0.00012791653,0.00015223357,0.000009598041],"about_ca_topic_score_codex":0.002640927,"about_ca_topic_score_gemma":0.002024337,"teacher_disagreement_score":0.002640927,"about_ca_system_score_codex":0.0004280244,"about_ca_system_score_gemma":0.00055518775,"threshold_uncertainty_score":0.007883668},"labels":[],"label_agreement":null},{"id":"W2772970961","doi":"10.1175/bams-d-16-0162.1","title":"The Environment Canada Pan and Parapan American Science Showcase Project","year":2017,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":41,"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; Ministry of Environment; Ministry of the Environment, Conservation and Parks; University of Toronto; Environment and Climate Change Canada","funders":"University of Ontario Institute of Technology","keywords":"Thunderstorm; Meteorology; Globe; Environmental science; Government (linguistics); Geography","score_opus":0.010903953053766966,"score_gpt":0.22858678763411858,"score_spread":0.21768283458035162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772970961","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":[0.07607735,0.0017849271,0.009468211,0.040640727,0.0030642883,0.0013587732,0.18845244,0.0055520567,0.6736011],"genre_scores_gemma":[0.28024343,0.0024290744,0.019323364,0.004043539,0.00032363788,0.0010141839,0.124796174,0.0015109892,0.56631553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859077,0.00016240972,0.00001667826,0.00013185972,0.00071308156,0.0003852721],"domain_scores_gemma":[0.9956536,0.00023552073,0.00005643481,0.00027052642,0.0018146571,0.0019692397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022978538,0.0007174337,0.00028828194,0.0011996712,0.0057263738,0.0058233347,0.001431062,0.0013254054,0.067184344],"category_scores_gemma":[0.0021350353,0.0003845308,0.00046897854,0.0024589323,0.0010172655,0.0011929742,0.003011557,0.0015295132,0.008488891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013269816,0.00021539837,0.0039418424,0.00009222104,0.000021653765,0.0002744469,0.0007784587,0.0010633448,0.0012735197,0.007041137,0.95241255,0.032752797],"study_design_scores_gemma":[0.00003374739,0.00004315307,0.007424373,0.000039235787,0.000007226163,0.000040591913,0.0020098977,0.001872225,0.00078846543,0.0011534384,0.9865666,0.000021033595],"about_ca_topic_score_codex":0.9115375,"about_ca_topic_score_gemma":0.9584348,"teacher_disagreement_score":0.9787977,"about_ca_system_score_codex":0.0212023,"about_ca_system_score_gemma":0.051508863,"threshold_uncertainty_score":0.22475404},"labels":[],"label_agreement":null},{"id":"W2775018760","doi":"10.1016/j.buildenv.2017.12.005","title":"Parametric study of air curtain door aerodynamics performance based on experiments and numerical simulations","year":2017,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Berner Fachhochschule","keywords":"Aerodynamics; Infiltration (HVAC); Airflow; Curtain wall; Parametric statistics; Inflow; Engineering; Environmental science; Marine engineering; Simulation; Structural engineering; Meteorology; Mechanical engineering; Aerospace engineering","score_opus":0.016256155809590406,"score_gpt":0.25680308553571757,"score_spread":0.24054692972612715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775018760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920717,0.000058436228,0.005818638,0.000017204551,0.000014986784,0.000024131788,0.000067200635,0.00009518747,0.0018323786],"genre_scores_gemma":[0.99924374,0.000017283262,0.00048454036,0.000001381781,0.000001624426,0.000008140944,0.00002188135,0.0000046746563,0.00021680228],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951184,0.0000751726,0.000023899223,0.000066278495,0.00019442472,0.00012828269],"domain_scores_gemma":[0.9990465,0.00042725055,0.0000978791,0.00021244418,0.00014116085,0.00007475058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006394644,0.00046400575,0.00058263313,0.00038658507,0.00048403014,0.00050845643,0.00068699295,0.00071435235,0.0017031918],"category_scores_gemma":[0.0012230148,0.00022355892,0.00043430642,0.0002737812,0.0005990612,0.0005686355,0.000513505,0.00034397125,0.00019427465],"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":[0.0019590969,0.0012360689,0.009420643,0.00050005986,0.000058865873,0.0006470207,0.0005956968,0.34336495,0.6059252,0.0015559855,0.00061569415,0.03412076],"study_design_scores_gemma":[0.000194347,0.0064998525,0.057794504,0.000045132547,0.000117939424,0.00046432708,0.0008102724,0.5586228,0.37198362,0.0006531403,0.0026625092,0.00015163622],"about_ca_topic_score_codex":0.00067423517,"about_ca_topic_score_gemma":0.00047846098,"teacher_disagreement_score":0.0017031918,"about_ca_system_score_codex":0.0001885688,"about_ca_system_score_gemma":0.0002820701,"threshold_uncertainty_score":0.005697787},"labels":[],"label_agreement":null},{"id":"W2781508117","doi":"10.1139/cjce-2017-0107","title":"Wind-induced shear and torsion in low-rise and medium-rise buildings: Provisions of National Building Code of Canada 2015","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","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":true,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Torsion (gastropod); Structural engineering; Shear (geology); Engineering; Geotechnical engineering; Materials science; Composite material","score_opus":0.00595609435171529,"score_gpt":0.19825634716349905,"score_spread":0.19230025281178376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781508117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983853,0.00013032378,0.0038462754,0.000049298378,0.000013017291,0.000054987297,0.0010686023,0.000095869,0.010888555],"genre_scores_gemma":[0.99643326,0.00006198787,0.001707304,0.000006168979,0.0000012810789,0.000013398955,0.0005287206,0.000013927022,0.0012339323],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915624,0.000037136302,0.000026767642,0.000049662405,0.0005827653,0.00014742296],"domain_scores_gemma":[0.99919623,0.00008450132,0.00008522875,0.0000514715,0.0005163317,0.00006619882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041973373,0.0002551774,0.00017698124,0.00066125207,0.0010039274,0.0007116327,0.00049421465,0.00018596103,0.0014654744],"category_scores_gemma":[0.0010222386,0.0001274212,0.00019292563,0.00083303143,0.0006104288,0.00017961599,0.00034744153,0.00023957972,0.00021021195],"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":[0.0010163023,0.00025159877,0.6615001,0.00045598292,0.00004000871,0.0009957949,0.0020360472,0.09561763,0.090480745,0.00848292,0.0057428177,0.13337992],"study_design_scores_gemma":[0.0000151466265,0.00015692899,0.95633924,0.00005772318,0.000022696335,0.00010939768,0.0015029106,0.020036004,0.01426721,0.00043426742,0.0069977907,0.000060631708],"about_ca_topic_score_codex":0.68229467,"about_ca_topic_score_gemma":0.893673,"teacher_disagreement_score":0.31770533,"about_ca_system_score_codex":0.0056559276,"about_ca_system_score_gemma":0.00578233,"threshold_uncertainty_score":0.6391527},"labels":[],"label_agreement":null},{"id":"W2782915286","doi":"10.1016/j.engstruct.2017.12.043","title":"Critical load cases for lattice transmission line structures subjected to downbursts: Economic implications for design of transmission lines","year":2018,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"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":"Transmission tower; Parametric statistics; Transmission line; Tower; Electric power transmission; Structural engineering; Transmission (telecommunications); Critical load; Engineering; Computer science; Telecommunications; Electrical engineering; Statistics; Mathematics; Buckling","score_opus":0.018886302672527513,"score_gpt":0.2805369717576548,"score_spread":0.2616506690851273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782915286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88249266,0.00040295706,0.058687333,0.0012653882,0.00012240982,0.00012353685,0.00025952692,0.00010925226,0.05653699],"genre_scores_gemma":[0.9943792,0.00011789706,0.0019749014,0.000028489543,0.000016903723,0.000026584188,0.000035545225,0.0000243448,0.003396057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972934,0.000092549635,0.000009328294,0.000018848632,0.000060567225,0.00008938417],"domain_scores_gemma":[0.9973997,0.0018018852,0.00021916114,0.00006473,0.0002775727,0.00023689512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010504203,0.00063427654,0.00070729776,0.001588046,0.0010845104,0.0023024904,0.0009723164,0.002055922,0.0076004616],"category_scores_gemma":[0.0066759633,0.0005979409,0.0005452361,0.00065599044,0.0020290455,0.0014248189,0.0009427912,0.0010035736,0.00024337087],"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":[0.00026285683,0.00008140945,0.00092063856,0.00004776285,0.000010165458,0.00068229344,0.00013442722,0.963685,0.0027337845,0.027964626,0.0009982892,0.0024787798],"study_design_scores_gemma":[0.000035617693,0.000058587666,0.0004720851,0.000020920557,0.000011991734,0.00006115437,0.00030135532,0.98973453,0.0006669471,0.008298502,0.00032442762,0.000013850293],"about_ca_topic_score_codex":0.011090256,"about_ca_topic_score_gemma":0.008797431,"teacher_disagreement_score":0.011090256,"about_ca_system_score_codex":0.001306702,"about_ca_system_score_gemma":0.00075925293,"threshold_uncertainty_score":0.02542603},"labels":[],"label_agreement":null},{"id":"W2783158681","doi":"10.20286/jeas.v3i1.16","title":"Solution of the Advection Diffusion Equation in Two Dimensions: An Application in the Deposition and Non-Deposition Materials","year":2016,"lang":"en","type":"article","venue":"Nova Journal of Engineering and Applied Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deposition (geology); Advection; Diffusion; Crosswind; Convection–diffusion equation; Environmental science; Diffusion equation; Meteorology; Mechanics; Mathematics; Mathematical analysis; Thermodynamics; Physics; Geology; Engineering","score_opus":0.012757507119066267,"score_gpt":0.23267729788033228,"score_spread":0.21991979076126603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783158681","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":[0.060557812,0.004003137,0.9264251,0.00074042246,0.00035996188,0.00008150409,0.00009292688,0.00016927884,0.0075699147],"genre_scores_gemma":[0.6040574,0.0060409186,0.36586243,0.00016607148,0.00020982853,0.00018854579,0.00024962542,0.00008726209,0.023137948],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998965,0.000026041873,0.000007849185,0.000020106507,0.000040399154,0.000008980771],"domain_scores_gemma":[0.9998273,0.00009537378,0.000014777692,0.000007797633,0.000046537356,0.000008218296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025775193,0.0004024505,0.0004264871,0.00032909936,0.00030402202,0.0005087099,0.00041660192,0.00100118,0.0010689971],"category_scores_gemma":[0.00060029916,0.00018094509,0.0005530722,0.00039183573,0.0003242905,0.0006349846,0.00047220875,0.00067372643,0.0001857048],"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":[0.00020863405,0.00030848055,0.004828108,0.0013895474,0.00012989875,0.0015463935,0.00077260594,0.52441025,0.16911815,0.10558113,0.00447072,0.18723613],"study_design_scores_gemma":[0.000031775624,0.00007595871,0.00084844604,0.000025988582,0.000012908148,0.00027467025,0.00007102021,0.9729539,0.0096870875,0.008156949,0.00783253,0.000028716056],"about_ca_topic_score_codex":0.0020332916,"about_ca_topic_score_gemma":0.0011556206,"teacher_disagreement_score":0.0020332916,"about_ca_system_score_codex":0.00019341407,"about_ca_system_score_gemma":0.00068116037,"threshold_uncertainty_score":0.0040429235},"labels":[],"label_agreement":null},{"id":"W2785918449","doi":"10.5194/gmd-2019-230","title":"A One-Dimensional Model of Turbulent Flow Through ‘Urban’ Canopies: Updates Based on Large-Eddy Simulation","year":2019,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation Singapore; Albert-Ludwigs-Universität Freiburg; National Research Foundation; National Science Foundation","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Large eddy simulation; Turbulence kinetic energy; Mesoscale meteorology; Meteorology; Mechanics; Computational fluid dynamics; Drag coefficient; Environmental science; Drag; Flow (mathematics); Reynolds stress; Microscale chemistry; Statistical physics; Physics; Mathematics","score_opus":0.015751864707191143,"score_gpt":0.23012547885355217,"score_spread":0.21437361414636102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785918449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7447783,0.00041828956,0.23404486,0.0004489561,0.00011551929,0.0001500474,0.0010826092,0.00061700685,0.018344553],"genre_scores_gemma":[0.9754185,0.00016660178,0.022073343,0.000048289978,0.000024334906,0.00008893286,0.0004116491,0.000066626,0.0017016894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998909,0.000036742764,0.000007859238,0.0000223275,0.000022995797,0.000019117802],"domain_scores_gemma":[0.99967,0.00010082793,0.000048382153,0.000052147265,0.000088045555,0.000040503874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026556634,0.00047898825,0.00058250374,0.0004595251,0.00046524344,0.0009154785,0.00092404167,0.0007147013,0.0012095678],"category_scores_gemma":[0.0009154087,0.00031629452,0.00055653666,0.0004398442,0.0005336336,0.00083209615,0.0005746336,0.00065624027,0.00018341554],"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":[0.0000096652475,0.000021056392,0.0010190225,0.0000063648645,0.000006514107,0.000020131276,0.000007777518,0.9966472,0.00036233084,0.00086973043,0.00010448327,0.0009257226],"study_design_scores_gemma":[0.0000016666406,0.0000014427205,0.0001221962,5.905112e-7,0.0000010194133,0.0000010414105,0.0000019770343,0.99965715,0.000045326527,0.00009295683,0.00007318691,0.0000014335683],"about_ca_topic_score_codex":0.030876338,"about_ca_topic_score_gemma":0.02149249,"teacher_disagreement_score":0.030876338,"about_ca_system_score_codex":0.0008246106,"about_ca_system_score_gemma":0.0007739976,"threshold_uncertainty_score":0.06139326},"labels":[],"label_agreement":null},{"id":"W2787769885","doi":"","title":"Best Practices in the Statistical Prediction of Time-Averaged Winds","year":2013,"lang":"en","type":"article","venue":"93rd American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Meteorology; Econometrics; Environmental science; Statistics; Climatology; Geography; Mathematics; Geology","score_opus":0.019678446357195265,"score_gpt":0.25952980568217,"score_spread":0.23985135932497473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787769885","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":[0.0047571417,0.003935224,0.98503083,0.0013791841,0.00040169494,0.00007198176,0.00039852218,0.002944731,0.0010806731],"genre_scores_gemma":[0.09060173,0.0040722885,0.90148604,0.00040568082,0.00047351792,0.00016260019,0.0012287088,0.0008238787,0.0007455534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9613188,0.018351603,0.004584207,0.0033827655,0.011757903,0.0006047986],"domain_scores_gemma":[0.87978405,0.06501984,0.0033773761,0.025372101,0.025475265,0.0009713768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03832277,0.0024392863,0.0022714778,0.004517879,0.0012656895,0.006386865,0.005601584,0.0032957538,0.0014075168],"category_scores_gemma":[0.14516115,0.0023313477,0.0023339253,0.0043192236,0.0019822603,0.004490878,0.0024189684,0.006044734,0.0028948628],"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":[0.00029519835,0.0005230543,0.012650541,0.0009844686,0.0013927165,0.00030760156,0.0005338072,0.26906028,0.0057174857,0.024060111,0.022328377,0.6621464],"study_design_scores_gemma":[0.00013759203,0.00016130118,0.005336928,0.0010056723,0.00032765217,0.00037650613,0.00018634959,0.85867155,0.017148793,0.08538439,0.031016212,0.00024705468],"about_ca_topic_score_codex":0.023094295,"about_ca_topic_score_gemma":0.02047991,"teacher_disagreement_score":0.03832277,"about_ca_system_score_codex":0.0015487404,"about_ca_system_score_gemma":0.0038217106,"threshold_uncertainty_score":0.20267254},"labels":[],"label_agreement":null},{"id":"W2788469877","doi":"10.1111/maps.13085","title":"The frequency of window damage caused by bolide airbursts: A quarter century case study","year":2018,"lang":"en","type":"article","venue":"Meteoritics and Planetary Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Natural Resources Canada; National Aeronautics and Space Administration","keywords":"Window (computing); Overpressure; Ground level; Meteoroid; Brightness; Shock (circulatory)","score_opus":0.007228091819400148,"score_gpt":0.21882779218653106,"score_spread":0.2115997003671309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788469877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997717,0.000100330624,0.00084354024,0.00004221083,0.0000026752637,0.000007652952,0.0005180376,0.000020968,0.0007476339],"genre_scores_gemma":[0.9987447,0.000081448714,0.00047577554,0.000007963897,0.0000043504915,0.0000051158718,0.000527693,0.000004197207,0.00014871814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99959344,0.00009144885,0.00003838502,0.000111836016,0.00009160264,0.0000732977],"domain_scores_gemma":[0.99723214,0.0013443246,0.0007450962,0.00024454924,0.000285162,0.00014867075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009361646,0.00026178666,0.00025646156,0.0017303474,0.00047559018,0.0009715622,0.0006352975,0.00089220155,0.00092570327],"category_scores_gemma":[0.0039249854,0.00022867732,0.00051564694,0.0016603583,0.00044066258,0.0006050308,0.00072344876,0.0006030049,0.0001630853],"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":[0.00012478756,0.000104859624,0.94584566,0.00004421549,0.00015778356,0.0013359622,0.0003525459,0.04145351,0.0009889218,0.00046392757,0.00045502553,0.008672653],"study_design_scores_gemma":[0.000014888355,0.00015707873,0.8671512,0.000036840458,0.000079784666,0.0014717483,0.0011990651,0.12593877,0.0016506616,0.0005667708,0.0016871763,0.00004610168],"about_ca_topic_score_codex":0.027522275,"about_ca_topic_score_gemma":0.02246821,"teacher_disagreement_score":0.027522275,"about_ca_system_score_codex":0.0009253381,"about_ca_system_score_gemma":0.00022163881,"threshold_uncertainty_score":0.054724157},"labels":[],"label_agreement":null},{"id":"W2788884595","doi":"","title":"Efficiency of Turbulent Transfer over an Urban Surface in Relation to Seasonal Changes in Source Area Patchiness","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental science; Relation (database); Geography; Turbulence; Meteorology; Climatology; Atmospheric sciences; Geology; Computer science","score_opus":0.013036199024330251,"score_gpt":0.24696904559295418,"score_spread":0.23393284656862393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788884595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99850994,0.000032303975,0.0009356424,0.000012709235,0.0000014428209,0.0000025360794,0.000043309406,0.000017467068,0.00044473558],"genre_scores_gemma":[0.9996941,0.000013973306,0.000066154986,0.0000012563664,0.0000012708269,0.0000013638664,0.0000423163,0.000008524613,0.00017099525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990773,0.000018557563,0.000005903284,0.000020705025,0.0000151066,0.00003191803],"domain_scores_gemma":[0.99781704,0.0015849585,0.00017687088,0.0001310033,0.00020450883,0.00008568837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035831603,0.0001783473,0.0002536062,0.0006501665,0.00026315628,0.0005722212,0.00021064593,0.00021847023,0.0015079511],"category_scores_gemma":[0.002267265,0.0001779286,0.0002568881,0.00046207863,0.00036460572,0.0005579907,0.0003508103,0.00021286705,0.0003023974],"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":[0.003335677,0.00042578153,0.42150712,0.00016462301,0.00028625518,0.0004939258,0.00056796486,0.19749747,0.34125912,0.0024360258,0.00049966795,0.0315264],"study_design_scores_gemma":[0.000049574504,0.00036006368,0.7695581,0.000008373432,0.000095452066,0.00020839286,0.00039940744,0.18539588,0.043029632,0.000686084,0.00016698493,0.000042009986],"about_ca_topic_score_codex":0.0029055178,"about_ca_topic_score_gemma":0.001282871,"teacher_disagreement_score":0.0029055178,"about_ca_system_score_codex":0.00035367807,"about_ca_system_score_gemma":0.00015749948,"threshold_uncertainty_score":0.0057772994},"labels":[],"label_agreement":null},{"id":"W2789506640","doi":"10.1007/978-3-319-74944-0_2","title":"Measurements of Semi-urban Gust Factors for Wind Load Determination","year":2018,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental science; Meteorology; Geography","score_opus":0.020753832719735715,"score_gpt":0.20986170655774677,"score_spread":0.18910787383801106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789506640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5837101,0.0018325397,0.36400756,0.0002039528,0.00027113015,0.00022891352,0.0052655907,0.003191964,0.04128838],"genre_scores_gemma":[0.9292002,0.0005687986,0.06040478,0.0000995742,0.00005203226,0.00009406679,0.0020829118,0.0003268439,0.00717081],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996593,0.000051388204,0.000009354026,0.000060302424,0.00018607787,0.00003366565],"domain_scores_gemma":[0.9997278,0.000075605734,0.000023209086,0.000056318135,0.00009982413,0.000017205472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030547328,0.0006592809,0.00027699114,0.00066239905,0.00036996702,0.000444027,0.000572156,0.0004723073,0.0024078933],"category_scores_gemma":[0.00034072725,0.00023802713,0.00023202508,0.0010445685,0.00025168472,0.00056333997,0.0003492461,0.00033982607,0.0014171313],"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":[0.00070164126,0.00026918176,0.035135273,0.00044192965,0.00007161492,0.00018692251,0.00075166515,0.0058327178,0.6053031,0.0014983837,0.0068349587,0.34297258],"study_design_scores_gemma":[0.00009465866,0.00079222757,0.21994275,0.00021420703,0.00013822888,0.00094116194,0.0012204294,0.061989117,0.6579729,0.0031036122,0.053371582,0.00021917076],"about_ca_topic_score_codex":0.0017608744,"about_ca_topic_score_gemma":0.0071205385,"teacher_disagreement_score":0.0024078933,"about_ca_system_score_codex":0.00018937675,"about_ca_system_score_gemma":0.00017797697,"threshold_uncertainty_score":0.0080551505},"labels":[],"label_agreement":null},{"id":"W2789798787","doi":"10.1016/j.firesaf.2018.02.007","title":"Real-time forecasting of fire in a two-story building using ensemble Kalman filter method","year":2018,"lang":"en","type":"article","venue":"Fire Safety Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Ensemble Kalman filter; Kalman filter; Computer science; Ensemble forecasting; Data assimilation; Process (computing); Filter (signal processing); Algorithm; Simulation; Extended Kalman filter; Machine learning; Artificial intelligence; Meteorology","score_opus":0.02778918409229555,"score_gpt":0.2910701229469798,"score_spread":0.2632809388546843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789798787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92658186,0.00021586817,0.0712139,0.00010509995,0.000080553495,0.000010441306,0.00034981602,0.00032822866,0.0011141914],"genre_scores_gemma":[0.99548846,0.00005100853,0.0039793923,0.000004203799,0.00000859732,0.0000047620483,0.0001958507,0.0000060190923,0.00026180342],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998853,0.000012980081,0.000008374354,0.00003803056,0.000027462378,0.000027929933],"domain_scores_gemma":[0.9997279,0.00010288188,0.00003916495,0.000023401652,0.00008023789,0.00002635169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750278,0.00053365517,0.000746131,0.00047196395,0.00041021843,0.0004243677,0.0006258759,0.0008415378,0.0005481986],"category_scores_gemma":[0.00071974937,0.00034014694,0.00065193546,0.00053565006,0.00019072604,0.0006840471,0.00028790865,0.00076169375,0.0001364133],"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":[0.00010583891,0.00007635478,0.0122566,0.000025846148,0.00005910569,0.00012972961,0.00004034311,0.9680359,0.0034599905,0.00022915556,0.00034426086,0.015236843],"study_design_scores_gemma":[0.0000017114958,0.000005160257,0.0023456619,9.718052e-7,0.0000045535894,0.0000034171157,0.0000055156793,0.9973943,0.00018299506,0.000029817593,0.000022772247,0.000003082053],"about_ca_topic_score_codex":0.045631744,"about_ca_topic_score_gemma":0.036547154,"teacher_disagreement_score":0.045631744,"about_ca_system_score_codex":0.0003524193,"about_ca_system_score_gemma":0.0004244413,"threshold_uncertainty_score":0.09073228},"labels":[],"label_agreement":null},{"id":"W2789818750","doi":"","title":"Evaluation of uncertainty in eddy covariance measurements within Fluxnet-Canada","year":2006,"lang":"en","type":"article","venue":"17th Symposium on Boundary Layers and Turbulence, 27th Conference on Agricultural and Forest Meteorology, and the 17th Conference on Biometeorology and Aerobiology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"FluxNet; Eddy covariance; Covariance; Environmental science; Climatology; Atmospheric sciences; Meteorology; Geology; Mathematics; Geography; Statistics; Ecosystem","score_opus":0.020474986270021454,"score_gpt":0.22314938925866368,"score_spread":0.20267440298864223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789818750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956118,0.00041441972,0.032024466,0.00031272645,0.000080394486,0.00006235571,0.0058951555,0.0010746145,0.004017943],"genre_scores_gemma":[0.9823199,0.00006815981,0.013094025,0.000041721003,0.000014629898,0.00001859471,0.0035406873,0.000108726446,0.0007935038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99421364,0.0009917641,0.0003566158,0.000991625,0.0028907047,0.0005556039],"domain_scores_gemma":[0.9751755,0.0105737345,0.000797231,0.001413582,0.011592073,0.00044780996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007569238,0.00083340623,0.0006418937,0.0011903571,0.0014856919,0.0029662452,0.0016608561,0.0011017249,0.0008555248],"category_scores_gemma":[0.0288005,0.00055007346,0.0005791081,0.0024293594,0.0007064251,0.0017469492,0.0010269284,0.00071198994,0.00026873918],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021475458,0.00022643452,0.30227253,0.00019944811,0.0008279799,0.0002371787,0.00052427646,0.57650214,0.009679951,0.0054581542,0.003808248,0.09811601],"study_design_scores_gemma":[0.00011423064,0.00008042005,0.15475701,0.000055406636,0.00013069843,0.00009237015,0.00023167704,0.82486564,0.0146805355,0.0010841902,0.0037764558,0.00013143492],"about_ca_topic_score_codex":0.86159855,"about_ca_topic_score_gemma":0.8432311,"teacher_disagreement_score":0.13840145,"about_ca_system_score_codex":0.008724291,"about_ca_system_score_gemma":0.010229046,"threshold_uncertainty_score":0.27843302},"labels":[],"label_agreement":null},{"id":"W2792439233","doi":"10.1016/j.heliyon.2018.e00554","title":"Estimation of state and material properties during heat-curing molding of composite materials using data assimilation: A numerical study","year":2018,"lang":"en","type":"article","venue":"Heliyon","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Japan Science and Technology Agency; Japan Science and Technology Corporation; Swine Innovation Porc","keywords":"Thermosetting polymer; Molding (decorative); Materials science; Curing (chemistry); Thermal conductivity; Mold; Composite material; Composite number; Data assimilation; Computer simulation; Thermal; Computer science; Simulation; Thermodynamics","score_opus":0.042627242135099296,"score_gpt":0.27329521588418065,"score_spread":0.23066797374908135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792439233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725326,0.00008646376,0.026442023,0.000060600512,0.000008944357,0.000027777505,0.00004719447,0.00009610499,0.0006982658],"genre_scores_gemma":[0.99073505,0.00003534299,0.009018559,0.0000046686196,0.0000029260784,0.000015449727,0.000035198424,0.000009012913,0.0001437354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989116,0.000025405287,0.000010204793,0.000025603029,0.000032963377,0.0000145015],"domain_scores_gemma":[0.9989374,0.0007331928,0.000120412806,0.00009148964,0.00008817238,0.000029412846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576527,0.0003420067,0.00034035387,0.00032515114,0.00035163097,0.0003405962,0.000301505,0.0007279037,0.00024373684],"category_scores_gemma":[0.0019089472,0.00024880373,0.00039071485,0.00020851198,0.00067754416,0.00046560544,0.00026379558,0.00041513587,0.00003613535],"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":[0.00013941886,0.00013856788,0.010097154,0.000049782302,0.000024099587,0.0001354127,0.00010643982,0.94505376,0.03465691,0.00071171735,0.00006068692,0.008826086],"study_design_scores_gemma":[0.0000033902277,0.000018734198,0.0011120047,0.000001235672,0.0000017006264,0.000005695866,0.0000044028056,0.99550843,0.0032840811,0.000034667264,0.000022217007,0.00000341302],"about_ca_topic_score_codex":0.007135904,"about_ca_topic_score_gemma":0.0038624553,"teacher_disagreement_score":0.007135904,"about_ca_system_score_codex":0.00039802634,"about_ca_system_score_gemma":0.00037070859,"threshold_uncertainty_score":0.014188707},"labels":[],"label_agreement":null},{"id":"W2792688910","doi":"10.1016/j.ijheatfluidflow.2017.12.010","title":"Measurements to assess simple RANS model behaviour in stagnating flow","year":2018,"lang":"en","type":"article","venue":"International Journal of Heat and Fluid Flow","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Mechanics; Turbulence modeling; Turbulence kinetic energy; Reynolds stress; Particle image velocimetry; Reynolds stress equation model; K-epsilon turbulence model; Physics; Drag; Pressure gradient; Reynolds number; Classical mechanics; K-omega turbulence model","score_opus":0.04487447481173426,"score_gpt":0.30064365904027845,"score_spread":0.2557691842285442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792688910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8828005,0.00025200163,0.0980569,0.00013903307,0.0003107013,0.00027363258,0.0031702954,0.006925203,0.008071796],"genre_scores_gemma":[0.9784363,0.00008007558,0.018389532,0.000060443414,0.000022865763,0.00012374655,0.0012127551,0.00029754982,0.0013766937],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921846,0.00012613871,0.00006669821,0.00011435376,0.00038046046,0.00009392177],"domain_scores_gemma":[0.99811244,0.00045185525,0.00016242513,0.0003795464,0.00079823815,0.000095541654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010418325,0.0009974127,0.0005368507,0.00077773316,0.00062927563,0.0008143193,0.0007233239,0.0010989786,0.00432257],"category_scores_gemma":[0.0031658225,0.0003155602,0.0003135623,0.00053325173,0.00039065655,0.0009982365,0.00052179815,0.0008050615,0.001366775],"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":[0.0011711995,0.0013420564,0.042985514,0.00054465345,0.00006578091,0.00057522306,0.0011076207,0.03707207,0.8378261,0.0019721307,0.004595472,0.070742205],"study_design_scores_gemma":[0.00019101701,0.002545166,0.08937167,0.000089469315,0.0000764091,0.0005145345,0.0003779413,0.38740826,0.50862324,0.0006914573,0.009937493,0.00017340276],"about_ca_topic_score_codex":0.0026637223,"about_ca_topic_score_gemma":0.002809759,"teacher_disagreement_score":0.00432257,"about_ca_system_score_codex":0.00029272103,"about_ca_system_score_gemma":0.00043702166,"threshold_uncertainty_score":0.014460385},"labels":[],"label_agreement":null},{"id":"W2793069278","doi":"10.1016/j.jweia.2018.01.003","title":"Wind turbine designs for urban applications: A case study of shrouded diffuser casing for turbines","year":2018,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wind power; Marine engineering; Computational fluid dynamics; Turbine; Shroud; Diffuser (optics); Airflow; Engineering; Renewable energy; Environmental science; Mechanical engineering; Aerospace engineering","score_opus":0.03411127327338917,"score_gpt":0.250636658045746,"score_spread":0.2165253847723568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793069278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796587,0.00016301604,0.012746165,0.00010188411,0.000018793287,0.00014779218,0.00012554471,0.00011983721,0.0069181924],"genre_scores_gemma":[0.9879745,0.00010384983,0.009063768,0.000007260933,0.0000035361556,0.00002164694,0.00006626269,0.0000333815,0.0027258068],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994504,0.0001698022,0.00002689676,0.00006840684,0.00019382924,0.00009064083],"domain_scores_gemma":[0.9991605,0.00038978798,0.000072635856,0.00011333831,0.00019372054,0.00007006732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072996545,0.0006645265,0.00060857163,0.000537901,0.0015800934,0.0012429713,0.0008163902,0.0015704458,0.0020592904],"category_scores_gemma":[0.0013114861,0.00039344223,0.00059278286,0.0006356539,0.00068735116,0.00066807045,0.00033481282,0.00046853774,0.00049777515],"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":[0.00072610786,0.0012549608,0.035963617,0.00071673637,0.00011950818,0.013003743,0.0015008203,0.7886606,0.06755904,0.00682547,0.005126585,0.078542925],"study_design_scores_gemma":[0.00031694112,0.0031715382,0.05361202,0.00009677005,0.000267453,0.0048572198,0.0070257,0.8360738,0.06434909,0.0036453458,0.026403753,0.00018033168],"about_ca_topic_score_codex":0.0056925584,"about_ca_topic_score_gemma":0.030838998,"teacher_disagreement_score":0.0056925584,"about_ca_system_score_codex":0.0007896556,"about_ca_system_score_gemma":0.00084810134,"threshold_uncertainty_score":0.011318862},"labels":[],"label_agreement":null},{"id":"W2793339863","doi":"","title":"Scalar Dispersion from Point and Area Sources in a Realistic Urban Environment","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scalar (mathematics); Dispersion (optics); Point (geometry); Geography; Environmental science; Mathematics; Computer science; Geometry; Physics; Optics","score_opus":0.010346222238784139,"score_gpt":0.21767553897052386,"score_spread":0.2073293167317397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793339863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93021035,0.0002667348,0.057527293,0.0004370283,0.00007799224,0.00007644829,0.00087655254,0.00027266215,0.010254923],"genre_scores_gemma":[0.9942621,0.000106265536,0.0031149648,0.000014010078,0.000025385722,0.000017881403,0.0002261593,0.00002076155,0.0022125484],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995912,0.00012617277,0.000024870447,0.000077455144,0.00011316128,0.0000671593],"domain_scores_gemma":[0.9988298,0.0007015948,0.000111668756,0.00008118429,0.00022209213,0.000053726213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007100706,0.00049258437,0.00062803086,0.0006341412,0.00049340224,0.0009067112,0.0006848064,0.0013058642,0.0011002325],"category_scores_gemma":[0.002715086,0.0004908389,0.00045145562,0.0014023121,0.0006162746,0.0016001794,0.0005696236,0.00043691025,0.00019304431],"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":[0.000056238398,0.00004855891,0.0027921456,0.000018512483,0.000013570111,0.0001785011,0.0000362703,0.99157363,0.0007716871,0.0020724575,0.00027581296,0.002162641],"study_design_scores_gemma":[0.000019804704,0.000030392695,0.0021814292,0.0000028803352,0.000007492369,0.000042515145,0.000033653483,0.99614966,0.00025119545,0.0011332443,0.00013313565,0.000014599481],"about_ca_topic_score_codex":0.017989868,"about_ca_topic_score_gemma":0.0104466835,"teacher_disagreement_score":0.017989868,"about_ca_system_score_codex":0.000873153,"about_ca_system_score_gemma":0.000594389,"threshold_uncertainty_score":0.035770297},"labels":[],"label_agreement":null},{"id":"W2795555590","doi":"","title":"High Resolution Ozone Modeling in Portland/Vancouver Airshed","year":2004,"lang":"en","type":"article","venue":"26th Agricultural and Forest Meteorology/13th Air Pollution/5th Urban Environment/16th Biometeorology and Aerobiology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Meteorology; Geography","score_opus":0.00822379193274737,"score_gpt":0.18178555115449602,"score_spread":0.17356175922174866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795555590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98556465,0.00025120148,0.001218412,0.0002870894,0.00005296443,0.00003544511,0.003333721,0.0003801065,0.008876342],"genre_scores_gemma":[0.98878,0.0001303223,0.0022608642,0.000048990692,0.0000074673144,0.000016870417,0.0027320622,0.0000714016,0.0059520523],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987364,0.000017851371,0.0000052748524,0.00002814673,0.000034322537,0.000040766754],"domain_scores_gemma":[0.99978393,0.000033074426,0.0000082125025,0.00001675769,0.00011137184,0.0000467058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023793704,0.00059685874,0.0005537458,0.00038866236,0.0013637884,0.0013522028,0.0011337035,0.0009523646,0.002121615],"category_scores_gemma":[0.00048440468,0.00049922994,0.00044445152,0.00085522037,0.0002522312,0.00043050334,0.0005006414,0.00077544234,0.00034771374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006853256,0.0005185492,0.07261505,0.00009119136,0.00026009063,0.0006557736,0.0002087606,0.886929,0.0057582133,0.0011775333,0.00963345,0.021467056],"study_design_scores_gemma":[0.00016060357,0.00004582438,0.030230818,0.000014069926,0.000050878625,0.000022634837,0.00023694392,0.9630065,0.002394293,0.0002466173,0.0035593386,0.000031445867],"about_ca_topic_score_codex":0.85631865,"about_ca_topic_score_gemma":0.90374374,"teacher_disagreement_score":0.85631865,"about_ca_system_score_codex":0.0029944698,"about_ca_system_score_gemma":0.0033091784,"threshold_uncertainty_score":0.289055},"labels":[],"label_agreement":null},{"id":"W2796351760","doi":"10.1016/j.jweia.2018.03.013","title":"Improved assessment of wind-driven rain on building façade based on ISO standard with high-resolution on-site weather data","year":2018,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University; Boston College","keywords":"Environmental science; Meteorology; Building envelope; Envelope (radar); Wind speed; Wind direction; Engineering; Geography; Aerospace engineering","score_opus":0.015603466077811193,"score_gpt":0.23414932061242325,"score_spread":0.21854585453461206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796351760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730037,0.00018925915,0.021003578,0.000023973576,0.000037327412,0.00007073636,0.0018266179,0.00065029215,0.0031945556],"genre_scores_gemma":[0.98828006,0.000077235476,0.009827067,0.000007631764,0.000011049715,0.00002048577,0.0014562602,0.00005095755,0.00026918523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994143,0.0000887179,0.00004110441,0.00013310794,0.0002323878,0.00009036655],"domain_scores_gemma":[0.99897647,0.00013964175,0.00009856905,0.0001448954,0.00055873214,0.00008168342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093473855,0.0006985232,0.0006268982,0.0022006982,0.00024531453,0.00071522256,0.00061608513,0.0005681447,0.00097389723],"category_scores_gemma":[0.0011926151,0.00032721693,0.00056188105,0.0017116814,0.00017345118,0.0008693214,0.00048188327,0.00028776296,0.00040996767],"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":[0.0008795039,0.00055654184,0.56801546,0.000466569,0.00041019463,0.0005685555,0.00057523453,0.14008966,0.11241459,0.00042050358,0.0019395485,0.17366368],"study_design_scores_gemma":[0.00004198787,0.00014146723,0.7095249,0.0000332519,0.00018004289,0.000098925855,0.0002267013,0.2791803,0.009222069,0.00015081975,0.0011464278,0.0000531592],"about_ca_topic_score_codex":0.010445145,"about_ca_topic_score_gemma":0.022465896,"teacher_disagreement_score":0.010445145,"about_ca_system_score_codex":0.0002580251,"about_ca_system_score_gemma":0.0004607609,"threshold_uncertainty_score":0.020768702},"labels":[],"label_agreement":null},{"id":"W2796917726","doi":"10.1142/s0129183118500353","title":"A variable turbulent Schmidt number formulation by numerical simulation of atmospheric plume dispersion","year":2018,"lang":"en","type":"article","venue":"International Journal of Modern Physics C","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Schmidt number; Turbulence; Computational fluid dynamics; Mathematics; Variable (mathematics); Dispersion (optics); Mechanics; Statistical physics; Meteorology; Physics; Reynolds number; Mathematical analysis; Optics","score_opus":0.008329564405341239,"score_gpt":0.25146834224078135,"score_spread":0.2431387778354401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796917726","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":[0.25614813,0.00058101624,0.7319224,0.00019108407,0.00013007969,0.00010393292,0.00015901607,0.00036301,0.0104013],"genre_scores_gemma":[0.875578,0.0002818739,0.120999545,0.000029200108,0.000036559464,0.00013310985,0.00013936254,0.00007734172,0.002724926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998547,0.000044176755,0.00000782497,0.000014257814,0.00006315127,0.000015808233],"domain_scores_gemma":[0.9998093,0.00008540996,0.00003053389,0.000014244826,0.00004448022,0.000016041722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003243938,0.00047368224,0.00035327167,0.0003177865,0.00023983954,0.00044757946,0.0004805287,0.00058856024,0.0004884809],"category_scores_gemma":[0.00074974896,0.00022118872,0.00042840707,0.00044816456,0.000518667,0.00047568674,0.0004289784,0.00055997825,0.00009369826],"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":[0.000021894288,0.000021645013,0.00063399196,0.000031252068,0.0000096403655,0.00004300304,0.00002924788,0.9813502,0.0067808437,0.0054023047,0.00013529487,0.005540624],"study_design_scores_gemma":[0.000002967531,0.0000072704484,0.00006887906,0.0000014758787,8.3637224e-7,0.000002820195,0.0000016326194,0.99919087,0.00036616626,0.00018845013,0.00016610345,0.0000024089943],"about_ca_topic_score_codex":0.0068217907,"about_ca_topic_score_gemma":0.0042231507,"teacher_disagreement_score":0.0068217907,"about_ca_system_score_codex":0.00036137347,"about_ca_system_score_gemma":0.0007191114,"threshold_uncertainty_score":0.013564169},"labels":[],"label_agreement":null},{"id":"W2797181623","doi":"10.22115/cepm.2018.122506.1014","title":"Flow and Pollutant Dispersion Model in a 2D Urban Street Canyons Using Computational Fluid Dynamics","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Turbulence; Canyon; Meteorology; Computational fluid dynamics; Environmental science; Pollutant; Dispersion (optics); Mechanics; Dimensionless quantity; Turbulence modeling; Wind speed; Wind direction; Fluent; Reynolds-averaged Navier–Stokes equations; Geology; Physics; Geomorphology; Chemistry","score_opus":0.1249075519022879,"score_gpt":0.46029170789581003,"score_spread":0.3353841559935221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797181623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354415,0.00029486846,0.052633908,0.00022392548,0.000083470884,0.00017024486,0.0011077438,0.00040140603,0.009642839],"genre_scores_gemma":[0.9808457,0.00026321033,0.01461471,0.000034588065,0.0000196523,0.00022047356,0.00081502326,0.000026123507,0.0031605333],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998579,0.000028403341,0.0000096953945,0.000038812806,0.00003434396,0.00003090422],"domain_scores_gemma":[0.9998586,0.000049646773,0.000021096135,0.000012060312,0.00003696609,0.000021657857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001755543,0.0008429704,0.0008588175,0.0006360972,0.00099807,0.0010049198,0.00074278744,0.0014322372,0.0011965915],"category_scores_gemma":[0.00030177043,0.00038342152,0.00082096836,0.00071044895,0.00055541296,0.0005255753,0.00066192454,0.0005559076,0.00015535537],"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":[0.000034104403,0.000071624534,0.003616133,0.000029356575,0.000013019996,0.0001770923,0.000040898987,0.9909595,0.0026269092,0.000686794,0.00018048508,0.0015641485],"study_design_scores_gemma":[0.000015909653,0.0000320414,0.0011502461,0.0000039123147,0.000005851656,0.00001635619,0.000025819016,0.99797505,0.00042776455,0.00011864452,0.00022004698,0.00000832823],"about_ca_topic_score_codex":0.028771227,"about_ca_topic_score_gemma":0.015584599,"teacher_disagreement_score":0.028771227,"about_ca_system_score_codex":0.0005991825,"about_ca_system_score_gemma":0.001422609,"threshold_uncertainty_score":0.057207525},"labels":[],"label_agreement":null},{"id":"W2797261297","doi":"10.1007/s00024-018-1846-5","title":"Wind-Induced Air-Flow Patterns in an Urban Setting: Observations and Numerical Modeling","year":2018,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology; Government of Canada; University of Guelph","funders":"","keywords":"Wake; Vortex; Wind tunnel; Meteorology; Eddy; Flow (mathematics); Wind speed; Natural ventilation; Geology; Environmental science; Ventilation (architecture); Mechanics; Turbulence; Physics","score_opus":0.019789736127879723,"score_gpt":0.2237610159621254,"score_spread":0.20397127983424568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797261297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99938405,0.000012038412,0.0003315088,0.000007418617,0.0000013988175,0.0000041572307,0.000087818466,0.000012865385,0.00015867845],"genre_scores_gemma":[0.9994838,0.000022616448,0.0002795798,0.0000012267061,0.0000017491534,0.0000050548842,0.00014188359,0.0000021221492,0.00006195374],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998889,0.000025528609,0.000008092662,0.000027933442,0.000022615799,0.000026861768],"domain_scores_gemma":[0.9998248,0.000075019714,0.000029065992,0.000021758131,0.000020662183,0.000028771972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023016258,0.0002537317,0.00027267303,0.0003385657,0.00031112798,0.00038375903,0.00035729152,0.00041304945,0.00036154405],"category_scores_gemma":[0.00050218875,0.00019376147,0.0002723659,0.00061136624,0.0004096944,0.00037712939,0.00024566747,0.00020749477,0.0001398594],"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":[0.0011460048,0.001896671,0.64508814,0.0001546472,0.00015118977,0.0014294422,0.0014523016,0.2780778,0.04437226,0.00091875874,0.0011873536,0.024125498],"study_design_scores_gemma":[0.00009797472,0.00031759555,0.61660033,0.000012971838,0.000057309808,0.00024538208,0.00077347626,0.37709418,0.0038572168,0.0002670914,0.0006275673,0.000048873848],"about_ca_topic_score_codex":0.012479311,"about_ca_topic_score_gemma":0.014782511,"teacher_disagreement_score":0.012479311,"about_ca_system_score_codex":0.00034684152,"about_ca_system_score_gemma":0.0002423562,"threshold_uncertainty_score":0.024813354},"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":"W2801050657","doi":"","title":"Validation Study of the Use of Wind Shear Exponents in Extrapolating Wind Speeds for Wind Resource Estimations","year":2005,"lang":"en","type":"article","venue":"15th Conference on Applied Climatology/13th Symposium on Meteorological Observations and Instrumentation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Forest Protection Limited (Canada)","funders":"","keywords":"Wind shear; Wind resource assessment; Wind speed; Meteorology; Environmental science; Wind power; Wind profile power law; Wind direction; Geography; Engineering","score_opus":0.10271792110907003,"score_gpt":0.2863791078598349,"score_spread":0.18366118675076487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801050657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9481152,0.0003531427,0.04941653,0.00005138737,0.000056257377,0.00009581071,0.00050099543,0.00030920556,0.0011012837],"genre_scores_gemma":[0.97108275,0.000081076185,0.027845846,0.0000153579,0.0000061286746,0.0000299394,0.00064666173,0.000049496644,0.00024271288],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99804026,0.0009920603,0.00022659171,0.00026166573,0.00039861456,0.000080829835],"domain_scores_gemma":[0.9719196,0.019082703,0.0009735581,0.0034730718,0.004382585,0.00016848685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00970744,0.0009810382,0.0004084798,0.0008078907,0.0004186869,0.0007041965,0.001053518,0.0010966915,0.00061942765],"category_scores_gemma":[0.026619611,0.00032780235,0.000626273,0.0006595524,0.00038493922,0.0007393746,0.0006002757,0.00063171616,0.00032934855],"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":[0.0040303753,0.0017522795,0.17983031,0.00053790637,0.0008854176,0.0004884593,0.0007649362,0.4845486,0.097396865,0.001555341,0.0014868212,0.22672267],"study_design_scores_gemma":[0.00019525788,0.0013495806,0.03629712,0.0000973316,0.00021116217,0.0001451915,0.0001411162,0.90621525,0.053856436,0.00037485635,0.0010705069,0.00004608686],"about_ca_topic_score_codex":0.0054350235,"about_ca_topic_score_gemma":0.002897606,"teacher_disagreement_score":0.00970744,"about_ca_system_score_codex":0.00027994343,"about_ca_system_score_gemma":0.00058699585,"threshold_uncertainty_score":0.051338434},"labels":[],"label_agreement":null},{"id":"W2801138230","doi":"10.3390/en11051100","title":"Investigation of Airflow Patterns in a New Design of Wind Tower with a Wetted Surface","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Airflow; Tower; Environmental science; Marine engineering; Meteorology; Atmospheric sciences; Engineering; Structural engineering; Geology; Mechanical engineering; Geography","score_opus":0.01739929708761013,"score_gpt":0.2025167877714479,"score_spread":0.1851174906838378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801138230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926884,0.00027069013,0.06991947,0.000049642047,0.00011268342,0.00007155091,0.00018431756,0.0002585664,0.0022489654],"genre_scores_gemma":[0.9622708,0.00013854,0.036438875,0.000010636204,0.000008592744,0.000038634338,0.000110242836,0.000014247495,0.0009695066],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998611,0.000020475927,0.000010898293,0.000040702456,0.000047068974,0.000019719884],"domain_scores_gemma":[0.99980694,0.000038296967,0.000046093875,0.00003346676,0.000057941463,0.00001732278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021980725,0.0003702985,0.00033610692,0.0003099278,0.00019166546,0.00038860235,0.00034293626,0.00041932383,0.00067896396],"category_scores_gemma":[0.0003359165,0.00020076723,0.00037299294,0.00015421273,0.00028023662,0.00035805893,0.00011363449,0.00021837819,0.00015620413],"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":[0.00034772386,0.0003285202,0.014104545,0.00049447693,0.00007415636,0.0006814806,0.00019270464,0.1254684,0.7979328,0.001385027,0.00076763955,0.058222353],"study_design_scores_gemma":[0.000121822115,0.003589543,0.047785662,0.000055173976,0.0001683611,0.000819744,0.00019517922,0.72774684,0.20994675,0.00038099577,0.009097503,0.00009240501],"about_ca_topic_score_codex":0.00058355986,"about_ca_topic_score_gemma":0.0014344825,"teacher_disagreement_score":0.00067896396,"about_ca_system_score_codex":0.00017492354,"about_ca_system_score_gemma":0.00023661833,"threshold_uncertainty_score":0.0022713542},"labels":[],"label_agreement":null},{"id":"W2802105768","doi":"10.1139/tcsme-2015-0021","title":"WALL-INTERFERENCE CORRECTION FOR THE SURFACE-PRESSURE HYSTERESIS OF AN AIRFOIL UNDERGOING PLUNGING MOTION","year":2015,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Airfoil; Wind tunnel; Mechanics; Hysteresis; Interference (communication); Geology; Surface (topology); Physics; Structural engineering; Engineering; Geometry; Mathematics; Channel (broadcasting)","score_opus":0.01664175757855147,"score_gpt":0.20723835027228407,"score_spread":0.1905965926937326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802105768","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":[0.35747272,0.00037440294,0.63827795,0.00008539423,0.0002206356,0.00010103553,0.000054789554,0.001219427,0.0021937431],"genre_scores_gemma":[0.9309159,0.00010806888,0.067568734,0.000019344758,0.000020756328,0.000030744777,0.000067196655,0.00015169973,0.0011175869],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998006,0.000040242398,0.000010633541,0.00003213285,0.00009389238,0.000022461287],"domain_scores_gemma":[0.9992938,0.00027542192,0.00008529642,0.00012423619,0.00019277545,0.000028484534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126362,0.0005258602,0.0003349798,0.00039599606,0.00034665788,0.00033985166,0.00057232234,0.000309908,0.0014325277],"category_scores_gemma":[0.0029848304,0.00014530147,0.0003448757,0.0004242407,0.00028697774,0.0005835866,0.0003591493,0.000572632,0.0002031682],"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":[0.0007424172,0.00029319938,0.012267424,0.00049330207,0.00010865876,0.00097276835,0.00059899635,0.14865783,0.53894544,0.0073951227,0.0009816042,0.28854313],"study_design_scores_gemma":[0.00003202583,0.00030219342,0.0113902325,0.000022664388,0.00004962879,0.0003625811,0.000106648884,0.8170616,0.16697918,0.0008387084,0.0028092342,0.00004531129],"about_ca_topic_score_codex":0.0020968474,"about_ca_topic_score_gemma":0.002077658,"teacher_disagreement_score":0.0020968474,"about_ca_system_score_codex":0.00019453044,"about_ca_system_score_gemma":0.0004962731,"threshold_uncertainty_score":0.0047923326},"labels":[],"label_agreement":null},{"id":"W2802512914","doi":"10.1061/(asce)st.1943-541x.0002077","title":"Wind Pressures on 4∶12-Sloped Hip Roofs of L- and T-Shaped Low-Rise Buildings","year":2018,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Eaves; Roof; Wind engineering; Low-rise; Wind direction; Suction; Geology; Flat roof; Ridge; Terrain; Gable; Structural engineering; Environmental science; Geotechnical engineering; Meteorology; Wind speed; Engineering; Geography","score_opus":0.006300403219896706,"score_gpt":0.2065848286098656,"score_spread":0.2002844253899689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802512914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996786,0.0000035881822,0.00016638164,7.3945483e-7,0.0000011299044,0.0000054351804,0.0000415579,0.0000056923277,0.00009693735],"genre_scores_gemma":[0.99939275,0.00000815285,0.0003786952,0.0000016257967,7.691843e-7,0.000006691344,0.00007126714,0.000003495979,0.0001365389],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999816,0.0000206254,0.000009815812,0.000046254627,0.000048805352,0.00005863069],"domain_scores_gemma":[0.9996804,0.00008002179,0.000045573826,0.00004620414,0.000073581716,0.00007428978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023049506,0.00029013844,0.00037958246,0.00032044548,0.0003648277,0.00039001115,0.0003161634,0.00026354243,0.001476028],"category_scores_gemma":[0.0004276441,0.00021396506,0.00031983844,0.00019923042,0.00074602437,0.00017625037,0.00041858252,0.0003518008,0.00021590517],"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":[0.002205678,0.00062498497,0.072735064,0.00015965298,0.00005464329,0.0006223801,0.0009128886,0.025196688,0.87872946,0.00030168533,0.00017835562,0.018278517],"study_design_scores_gemma":[0.00009856719,0.004463796,0.7237539,0.000030169394,0.00006449169,0.00026296615,0.0020499376,0.033612818,0.2349101,0.00015374078,0.0005339026,0.000065491295],"about_ca_topic_score_codex":0.0020096975,"about_ca_topic_score_gemma":0.003645133,"teacher_disagreement_score":0.0020096975,"about_ca_system_score_codex":0.00016573729,"about_ca_system_score_gemma":0.00025775784,"threshold_uncertainty_score":0.004937768},"labels":[],"label_agreement":null},{"id":"W2802556386","doi":"10.1139/tcsme-2001-0004","title":"UTILISATION DU MÉLANGE DE JETS HÉLICOÏDAUX POUR L’HOMOGENEISATION DU SOUFFLAGE","year":2001,"lang":"fr","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.013614631781458374,"score_gpt":0.19532762092978287,"score_spread":0.18171298914832448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802556386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92020166,0.0026672522,0.067580014,0.0001644953,0.00024978127,0.00014354145,0.0001147655,0.000521729,0.0083568245],"genre_scores_gemma":[0.9776928,0.00070901535,0.016441226,0.000060131388,0.000026543295,0.000046590132,0.00007693518,0.0000955242,0.004851128],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996344,0.00004396715,0.000020820667,0.00009304189,0.00013227691,0.000075501484],"domain_scores_gemma":[0.99937797,0.00026329872,0.000081530896,0.00010821443,0.000117665,0.000051249644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052176806,0.0004411566,0.0006136078,0.0003861554,0.00044235445,0.0011624392,0.0002529069,0.0004103125,0.0028499055],"category_scores_gemma":[0.0007636561,0.00027649722,0.00038466757,0.00036616693,0.0005007727,0.0006668758,0.0005776429,0.0007044086,0.0006008945],"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":[0.00020019774,0.000029104454,0.00054455205,0.0001281429,0.0000098915125,0.00013123141,0.0002211969,0.0020381878,0.98358697,0.0005163613,0.000108713764,0.0124854855],"study_design_scores_gemma":[0.000028987944,0.0005621673,0.0031376297,0.000023829602,0.000026195796,0.00012412731,0.0001646218,0.005747729,0.9797094,0.000148965,0.010304196,0.000022249433],"about_ca_topic_score_codex":0.00080035126,"about_ca_topic_score_gemma":0.0017403226,"teacher_disagreement_score":0.0028499055,"about_ca_system_score_codex":0.00033924973,"about_ca_system_score_gemma":0.00024084785,"threshold_uncertainty_score":0.009533882},"labels":[],"label_agreement":null},{"id":"W2803289480","doi":"","title":"Inferring turbulent exchange processes in an urban street canyon from high-frequency thermography","year":2010,"lang":"en","type":"article","venue":"29th Conf. on Agricultural and Forest Meteorology/19th Symp. on Boundary Layers and Turbulence/Ninth Symp. on the Urban Environment (1-6 August 2010)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thermography; Street canyon; Canyon; Geography; Geology; Meteorology; Environmental science; Cartography; Physics; Optics","score_opus":0.008685203722244466,"score_gpt":0.18523671554820734,"score_spread":0.17655151182596288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803289480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961377,0.00009940857,0.0027457692,0.000046472484,0.000010064076,0.000006802412,0.0003644159,0.00014659234,0.00044285404],"genre_scores_gemma":[0.9963393,0.00006547038,0.0026851138,0.0000074089066,0.000012955974,0.0000051285747,0.0006716204,0.00001622471,0.00019677909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998963,0.000017962744,0.0000044249327,0.00003293646,0.000014754488,0.000033618915],"domain_scores_gemma":[0.9997949,0.000073856194,0.00002027202,0.000022635551,0.000036039288,0.000052337233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020097848,0.0004947824,0.00047086613,0.0011463435,0.0004420425,0.0007733569,0.00044640686,0.00075751526,0.0006008495],"category_scores_gemma":[0.00067309523,0.00044061028,0.00043990562,0.00089550164,0.0002972919,0.00046281907,0.0004813888,0.00053755374,0.00027635385],"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":[0.001467078,0.0011053658,0.44205657,0.00020148394,0.00041191326,0.0015817212,0.00078482705,0.38142496,0.06789481,0.0012888118,0.0042345473,0.09754795],"study_design_scores_gemma":[0.00009793762,0.00008775062,0.23234057,0.000019505002,0.00006756564,0.00008319344,0.00035956467,0.76328266,0.0026020128,0.0006257218,0.00039387943,0.00003967334],"about_ca_topic_score_codex":0.021038068,"about_ca_topic_score_gemma":0.045320913,"teacher_disagreement_score":0.021038068,"about_ca_system_score_codex":0.00028367422,"about_ca_system_score_gemma":0.0005574376,"threshold_uncertainty_score":0.041831195},"labels":[],"label_agreement":null},{"id":"W2804679511","doi":"10.1121/1.5037362","title":"Experimental prediction of the vibration response of panels under a turbulent boundary layer excitation from sensitivity functions","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Boundary layer; Excitation; Wind tunnel; Sensitivity (control systems); Mechanics; Turbulence; Acoustics; Vibration; Microphone; Physics; Materials science; Computational physics; Sound pressure; Engineering","score_opus":0.017158913877362996,"score_gpt":0.2417867257147989,"score_spread":0.2246278118374359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804679511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896064,0.000087737666,0.10220977,0.000027785778,0.000018907855,0.000047696092,0.00022422468,0.00021478772,0.0011050322],"genre_scores_gemma":[0.99476755,0.000034201457,0.004928278,0.000004800003,0.0000021296105,0.000025104688,0.00007624135,0.000009825148,0.0001518505],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960953,0.00008962576,0.000017476419,0.00008375658,0.00015413262,0.000045504454],"domain_scores_gemma":[0.9990069,0.00064075534,0.000080482474,0.00010218844,0.0001370567,0.000032529337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007322479,0.0006171639,0.00022313323,0.00032138816,0.0001808997,0.0002194136,0.0003658109,0.0006134275,0.00113982],"category_scores_gemma":[0.0017629383,0.00020250308,0.00027982038,0.00019071603,0.0004569379,0.0003203621,0.0003080501,0.00039860007,0.0002730013],"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":[0.00034019072,0.00015212428,0.0054639513,0.00019160745,0.000020221816,0.00009000988,0.00016237928,0.06712406,0.91129637,0.0002656178,0.00011458646,0.014778845],"study_design_scores_gemma":[0.000019906325,0.00069402327,0.032732658,0.000023034314,0.000026510841,0.00007687424,0.00007496473,0.28155646,0.68425435,0.00018005223,0.0003264855,0.00003476519],"about_ca_topic_score_codex":0.0006262793,"about_ca_topic_score_gemma":0.0007169464,"teacher_disagreement_score":0.00113982,"about_ca_system_score_codex":0.00017690953,"about_ca_system_score_gemma":0.00015203767,"threshold_uncertainty_score":0.0038725138},"labels":[],"label_agreement":null},{"id":"W2805767571","doi":"10.4095/292281","title":"Approche méthodologique d'inventaire de bâtiments pour les études de risque sismique en milieu urbain : Ville de Québec, Arrondissement La Cité - Limoilou","year":2013,"lang":"en","type":"report","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Natural Resources Canada","funders":"","keywords":"Humanities; Art","score_opus":0.04014566581294502,"score_gpt":0.2866682722194894,"score_spread":0.24652260640654436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805767571","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":[0.0038063908,0.00014895227,0.9944102,0.000090565976,0.00003321606,0.00016695757,0.00026995907,0.00039825385,0.00067542924],"genre_scores_gemma":[0.042600043,0.0003005075,0.95305985,0.00006770333,0.000035929097,0.000982024,0.0006848258,0.00020648909,0.0020625452],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98803115,0.005100461,0.0006238685,0.002179817,0.0036363509,0.00042832425],"domain_scores_gemma":[0.97761416,0.015215603,0.00081193534,0.00116944,0.005003992,0.00018483933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01695768,0.0020429017,0.00200048,0.0077659283,0.0013287859,0.0057488265,0.004121525,0.002001577,0.0055032996],"category_scores_gemma":[0.038609523,0.0010883694,0.0029121975,0.0038871765,0.0016219622,0.0016872712,0.0019254633,0.0032700438,0.0022521364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033549994,0.00026772937,0.047140464,0.0011839786,0.00089435896,0.00031441764,0.0022270784,0.2732352,0.007389979,0.084656425,0.005620418,0.5767344],"study_design_scores_gemma":[0.00014641238,0.000105447325,0.018121438,0.00041984694,0.00011008626,0.00031785542,0.0011403887,0.9232944,0.004733544,0.025033133,0.02639014,0.00018728983],"about_ca_topic_score_codex":0.14876321,"about_ca_topic_score_gemma":0.09965671,"teacher_disagreement_score":0.8512368,"about_ca_system_score_codex":0.0037417128,"about_ca_system_score_gemma":0.0074369134,"threshold_uncertainty_score":0.2957946},"labels":[],"label_agreement":null},{"id":"W2806204859","doi":"10.1016/j.scitotenv.2018.05.354","title":"Wind-driven rain and future risk to built heritage in the United Kingdom: Novel metrics for characterising rain spells","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":66,"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":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Environmental science; Meteorology; Climate change; Wind speed; Climate zones; Climatology; Geography; Geology","score_opus":0.023391741241716342,"score_gpt":0.24347655524008852,"score_spread":0.22008481399837218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806204859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857782,0.0002395789,0.0078230025,0.00011398717,0.000020376852,0.000034692683,0.0031139709,0.00008915408,0.0027870098],"genre_scores_gemma":[0.9945129,0.00014613497,0.0026214155,0.000012483737,0.0000037207028,0.000016924436,0.0021406563,0.000017384544,0.0005283616],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971956,0.00005812922,0.000042147654,0.000061561565,0.00007642851,0.00004212371],"domain_scores_gemma":[0.9990765,0.00023980562,0.000279428,0.00011275053,0.00021993025,0.000071546354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043288953,0.00031803927,0.00026583992,0.00073198037,0.00014690497,0.001094177,0.00030849242,0.0003917556,0.001165636],"category_scores_gemma":[0.0023327996,0.0002218604,0.00035244532,0.0012120433,0.00026320445,0.00076003873,0.0007601941,0.00032906735,0.0002859955],"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":[0.00021231968,0.00006415612,0.7752728,0.00011629211,0.00016964383,0.00046447205,0.00058789906,0.19186035,0.0027982374,0.0011285848,0.0019370026,0.02538828],"study_design_scores_gemma":[0.000011670604,0.000099423276,0.7832753,0.00004624445,0.00003750576,0.0001986673,0.0008394389,0.21006058,0.0011510566,0.0006791335,0.0035508997,0.000050119663],"about_ca_topic_score_codex":0.12437174,"about_ca_topic_score_gemma":0.16493686,"teacher_disagreement_score":0.12437174,"about_ca_system_score_codex":0.0010998679,"about_ca_system_score_gemma":0.0003908877,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2806940371","doi":"10.1016/j.compfluid.2018.05.027","title":"Large eddy simulation of flow through a periodic array of urban-like obstacles using a canopy stress method","year":2018,"lang":"en","type":"article","venue":"Computers & Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanics; Turbulence; Turbulence modeling; Large eddy simulation; Eddy; Meteorology; Surface finish; Detached eddy simulation; Cauchy stress tensor; Laminar sublayer; Geology; Geometry; Classical mechanics; Statistical physics; Physics; Mathematics; Reynolds-averaged Navier–Stokes equations; Flow separation; Mechanical engineering; Engineering","score_opus":0.02203949861720514,"score_gpt":0.28590225718546025,"score_spread":0.26386275856825514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806940371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9434413,0.000104183106,0.04888551,0.0002230074,0.00007000763,0.000045440887,0.00013667773,0.00028296365,0.0068109455],"genre_scores_gemma":[0.99261004,0.00002955259,0.006428497,0.000019400828,0.000015010341,0.000019712175,0.000059394737,0.000029108322,0.0007892921],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990284,0.000027475277,0.0000059173917,0.000015401272,0.000020359754,0.00002792025],"domain_scores_gemma":[0.9994856,0.00026794313,0.000052602118,0.00003328685,0.000072087656,0.00008856081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025952718,0.00042753443,0.0005339126,0.0003246113,0.00059777306,0.0006840299,0.0007166844,0.0010517532,0.0010929711],"category_scores_gemma":[0.0009935313,0.00031846407,0.00042270063,0.00036606865,0.00067085604,0.00057518046,0.00052303454,0.0005587238,0.000096466916],"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":[0.00007335536,0.00012107411,0.002347037,0.000019275678,0.000020461792,0.00009327765,0.000047939448,0.9908886,0.002824895,0.0012817614,0.00020225035,0.0020800112],"study_design_scores_gemma":[0.000012364853,0.000013074206,0.00035970245,8.4280737e-7,0.0000019642634,0.0000040407363,0.000010432926,0.99931085,0.00017251495,0.000076923054,0.000034658686,0.0000026876578],"about_ca_topic_score_codex":0.018149367,"about_ca_topic_score_gemma":0.013459106,"teacher_disagreement_score":0.018149367,"about_ca_system_score_codex":0.00049427873,"about_ca_system_score_gemma":0.0008803411,"threshold_uncertainty_score":0.036087453},"labels":[],"label_agreement":null},{"id":"W2808003268","doi":"10.3390/atmos9060226","title":"A Survey of Regional-Scale Blocking Patterns and Effects on Air Quality in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Atmosphere","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":true,"ca_institutions":"Ministry of Environment","funders":"","keywords":"Blocking (statistics); Air quality index; Scale (ratio); Environmental science; Precipitation; Climatology; Air pollutants; Meteorology; Weather patterns; Geography; Air pollution; Climate change; Cartography; Geology; Statistics; Oceanography; Ecology","score_opus":0.014445725998104288,"score_gpt":0.22605283956451022,"score_spread":0.21160711356640594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808003268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884404,0.0008777726,0.00016758704,0.00021129097,0.0000062785566,0.00004961352,0.0059325364,0.000018775507,0.004295821],"genre_scores_gemma":[0.99516124,0.00086185965,0.00020989309,0.000041206742,0.0000030635053,0.000015313073,0.001760138,0.000005081125,0.0019422807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948394,0.000023845192,0.000036731803,0.00006215602,0.000265167,0.00012814839],"domain_scores_gemma":[0.99850166,0.0000724598,0.00034395955,0.000044549233,0.0007607614,0.00027658048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028480508,0.00019775271,0.00020404471,0.0010584091,0.0015645162,0.00059016986,0.00054966466,0.0001761662,0.0014495419],"category_scores_gemma":[0.0010840022,0.00020723716,0.0002515842,0.0036421814,0.0004684339,0.00020668085,0.00038666563,0.00020173685,0.00019958292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036090194,0.000012283955,0.9891663,0.00007740573,0.000026072827,0.00013337865,0.0016518105,0.00014372697,0.00077966426,0.00006240592,0.0013704421,0.006540465],"study_design_scores_gemma":[7.1888707e-7,0.0000071922686,0.99801135,0.000008854499,0.0000039947563,0.00002467936,0.0006850663,0.000049661972,0.000032537173,0.00000340022,0.0011693793,0.0000031336367],"about_ca_topic_score_codex":0.9942211,"about_ca_topic_score_gemma":0.9979266,"teacher_disagreement_score":0.012482144,"about_ca_system_score_codex":0.012482144,"about_ca_system_score_gemma":0.016418288,"threshold_uncertainty_score":0.09056479},"labels":[],"label_agreement":null},{"id":"W2808268640","doi":"10.1007/s10652-018-9606-8","title":"Flow and temperature dynamics in an urban canyon under a comprehensive set of wind directions, wind speeds, and thermal stability conditions","year":2018,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Turbulence; Meteorology; Environmental science; Turbulence kinetic energy; Atmospheric instability; Mean flow; Wind speed; Mechanics; Atmospheric sciences; Geology; Physics","score_opus":0.009916150137847426,"score_gpt":0.21596067036810362,"score_spread":0.2060445202302562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808268640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99876213,0.000019429359,0.00030599532,0.00002556929,0.0000047933345,0.0000068253444,0.00014382994,0.000018135717,0.0007132403],"genre_scores_gemma":[0.9990194,0.00003084913,0.00025617436,0.0000045333377,0.0000027295714,0.0000073871674,0.00021680674,0.0000047919907,0.0004573542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992204,0.000012269626,0.0000031423976,0.000018746594,0.000009880231,0.000034006644],"domain_scores_gemma":[0.99977,0.000088057976,0.000024019382,0.000013582825,0.000050598555,0.000053700882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017574776,0.00033529292,0.0004474368,0.00056679465,0.0007992138,0.0005994844,0.00028236635,0.00055338885,0.0010973362],"category_scores_gemma":[0.00038200812,0.0002821419,0.0003314881,0.0004885908,0.0008418771,0.00040473044,0.0004685701,0.0003203786,0.00010617434],"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":[0.0015954634,0.0008070816,0.10413684,0.00009184409,0.00013585774,0.0010672172,0.0004455396,0.85021347,0.028688723,0.003249866,0.0019543283,0.007613835],"study_design_scores_gemma":[0.00012158507,0.0002567677,0.11167501,0.000014128015,0.00006848579,0.000092641465,0.0007226442,0.882704,0.00307103,0.0008462638,0.00037148938,0.000055909957],"about_ca_topic_score_codex":0.035259593,"about_ca_topic_score_gemma":0.045584045,"teacher_disagreement_score":0.035259593,"about_ca_system_score_codex":0.00045747703,"about_ca_system_score_gemma":0.0007858404,"threshold_uncertainty_score":0.07010871},"labels":[],"label_agreement":null},{"id":"W2808805169","doi":"10.4236/gep.2018.66005","title":"An Assessment Capability for LNG Leaks in Complex Environments","year":2018,"lang":"en","type":"article","venue":"Journal of Geoscience and Environment Protection","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":"Saint Mary's University","funders":"","keywords":"Environmental science; Business","score_opus":0.02699205841278132,"score_gpt":0.2887440929274981,"score_spread":0.2617520345147168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808805169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7761201,0.00016570842,0.2119253,0.00016143474,0.000022313023,0.00018545617,0.00046476958,0.0012829524,0.00967192],"genre_scores_gemma":[0.9836067,0.00009049904,0.015228687,0.000007908978,0.0000033956192,0.00002698263,0.00011420268,0.000023150582,0.00089838286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969697,0.00005340774,0.000020700778,0.000047540714,0.00014447457,0.000036921643],"domain_scores_gemma":[0.9992716,0.00024495405,0.00016982932,0.00007416767,0.00020072232,0.000038732895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053875946,0.0007988259,0.0003143984,0.0013384803,0.00035237442,0.0011361262,0.0004853198,0.00067247456,0.0022912028],"category_scores_gemma":[0.0022618265,0.00022213555,0.00043246202,0.0005930891,0.0003541084,0.0014730344,0.0013049124,0.00026951588,0.0002695984],"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":[0.00019380252,0.00011141429,0.073115595,0.00020079949,0.0000452234,0.0011781731,0.00086560106,0.8004579,0.03199229,0.0035545444,0.0007749569,0.08750976],"study_design_scores_gemma":[0.000007426989,0.00014825065,0.023609845,0.0000384951,0.000021811236,0.00030308127,0.0006285834,0.96479046,0.0070870584,0.0016020243,0.0017221625,0.000040868],"about_ca_topic_score_codex":0.006012093,"about_ca_topic_score_gemma":0.005393053,"teacher_disagreement_score":0.006012093,"about_ca_system_score_codex":0.00042198543,"about_ca_system_score_gemma":0.0004871812,"threshold_uncertainty_score":0.011954188},"labels":[],"label_agreement":null},{"id":"W2853766389","doi":"10.1002/we.2227","title":"The impact of wind direction yaw angle on cliff flows","year":2018,"lang":"en","type":"article","venue":"Wind Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Energy; National Science Foundation","keywords":"Wind gradient; Wind speed; Perpendicular; Geology; Anemometer; Wind direction; Turbulence; Turbulence kinetic energy; Meteorology; Wind shear; Magnitude (astronomy); Geodesy; Mechanics; Atmospheric sciences; Physics; Geometry; Astrophysics","score_opus":0.008539229331002412,"score_gpt":0.23284926706829231,"score_spread":0.2243100377372899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2853766389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99910504,0.000009673959,0.00027392985,0.000006542695,0.0000034164086,0.0000064099345,0.000058341997,0.000010340488,0.00052616803],"genre_scores_gemma":[0.99977034,0.000008383012,0.000101152815,0.0000017668807,7.251865e-7,0.0000018990078,0.000049391965,0.0000015847826,0.000064778986],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990594,0.000012088336,0.000006363693,0.000022681652,0.000021205615,0.000031789048],"domain_scores_gemma":[0.9996842,0.000120146644,0.00005595219,0.000021471022,0.00006133658,0.000056751356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019600222,0.00022691741,0.0002452488,0.00029666533,0.00031941792,0.0005989111,0.00015389647,0.00022762732,0.0008284359],"category_scores_gemma":[0.0007077314,0.00015073188,0.00016697598,0.00017113857,0.00025910858,0.0002849477,0.0002657112,0.00030173158,0.00009476911],"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":[0.0019963828,0.0007733574,0.54393744,0.00011696892,0.00008798512,0.0013740422,0.0003514357,0.27216196,0.158155,0.0009472798,0.00072666834,0.019371428],"study_design_scores_gemma":[0.00011510814,0.000961953,0.6265739,0.000022339662,0.00002867422,0.00012782823,0.0006233423,0.35438925,0.016186716,0.00030326462,0.00061942876,0.00004810994],"about_ca_topic_score_codex":0.010414131,"about_ca_topic_score_gemma":0.010175592,"teacher_disagreement_score":0.010414131,"about_ca_system_score_codex":0.000295406,"about_ca_system_score_gemma":0.00030472453,"threshold_uncertainty_score":0.020707011},"labels":[],"label_agreement":null},{"id":"W286944972","doi":"","title":"Development of Fatigue Design Procedures for Slender, Tapered Support Structures for Highway Signs, Luminaries, and Traffic Signals Subjected to Wind-Induced Excitation from Vortex Shedding and Buffeting","year":2007,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Vortex shedding; Structural engineering; Aeroelasticity; Wind tunnel; Engineering; Wind engineering; Wind speed; Bridge (graph theory); Marine engineering; Aerodynamics; Turbulence; Meteorology; Aerospace engineering; Physics","score_opus":0.0421852100635763,"score_gpt":0.2775203578977682,"score_spread":0.2353351478341919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W286944972","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":[0.052566636,0.0000393901,0.944769,0.00002102232,0.000008988138,0.00037327796,0.00007772175,0.0004946488,0.0016493159],"genre_scores_gemma":[0.32797685,0.00010955203,0.6694497,0.00002554175,0.000008418824,0.0006476778,0.0002047621,0.00008113375,0.0014963995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957424,0.00006147488,0.00003496592,0.000046541998,0.00024997492,0.000032841555],"domain_scores_gemma":[0.9988918,0.0003257378,0.00019379186,0.00006982731,0.00049492245,0.000024043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012365408,0.0006148355,0.00034245843,0.0008423614,0.000406937,0.00037608016,0.00092596654,0.0005857822,0.0018421892],"category_scores_gemma":[0.00238842,0.0004332526,0.00055769796,0.00020493574,0.00028287695,0.0003940747,0.00031710556,0.0005750818,0.00042258765],"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":[0.00008295344,0.0002614369,0.004706663,0.00031780294,0.000036981197,0.00020579908,0.0004849906,0.5509574,0.19527791,0.0044975695,0.0009611679,0.24220932],"study_design_scores_gemma":[0.000020170324,0.0005445793,0.0021889994,0.000030715506,0.000018455412,0.000058277226,0.000084445855,0.95844615,0.035838522,0.00064942404,0.002097616,0.000022749524],"about_ca_topic_score_codex":0.0031539625,"about_ca_topic_score_gemma":0.0063860426,"teacher_disagreement_score":0.0031539625,"about_ca_system_score_codex":0.00051251554,"about_ca_system_score_gemma":0.0015663838,"threshold_uncertainty_score":0.0065395236},"labels":[],"label_agreement":null},{"id":"W287059602","doi":"","title":"A CWE/WT Study of the Flow over High- and Low-Rise Buildings, with Anisotropic Mesh Optimization","year":2006,"lang":"en","type":"article","venue":"Journal of Web Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tower; Turbulence; CFD in buildings; Grid; Computation; Flow (mathematics); Solver; Computational fluid dynamics; Wind tunnel; Computer science; Aerospace engineering; Engineering; Architectural engineering; Mechanics; Physics; Mathematics; Civil engineering; Mathematical optimization; Geometry; Algorithm","score_opus":0.0019423136077467815,"score_gpt":0.1564912435051948,"score_spread":0.15454892989744803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W287059602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821783,0.000075523836,0.014962895,0.000071347175,0.000014477155,0.000023873712,0.00008573379,0.000054593034,0.0025331008],"genre_scores_gemma":[0.99059945,0.00004498275,0.008648706,0.000009204576,0.000010076177,0.000014397246,0.00010359079,0.000023595103,0.0005460718],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984014,0.000044682227,0.000009034434,0.000023787994,0.00004936104,0.000032965876],"domain_scores_gemma":[0.9994186,0.00029719496,0.00007269558,0.000063462954,0.00010183442,0.000046222576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000548433,0.0003577094,0.00046904202,0.0006977445,0.000369937,0.000557078,0.00036396843,0.00064952264,0.0006706557],"category_scores_gemma":[0.0015843629,0.00019602483,0.00043508774,0.0007260782,0.00060964795,0.0006245578,0.0003042824,0.0004302826,0.00009682459],"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":[0.00016527597,0.00024912032,0.021392148,0.00005272748,0.00002978594,0.00028516172,0.00008649536,0.9495919,0.012590332,0.0031066819,0.0003193437,0.012131132],"study_design_scores_gemma":[0.000008462012,0.00002156554,0.003395097,0.0000018953176,0.0000030209058,0.000022623459,0.000027302583,0.99490947,0.0012905156,0.00021045945,0.00010576835,0.0000038314374],"about_ca_topic_score_codex":0.011289065,"about_ca_topic_score_gemma":0.0069500394,"teacher_disagreement_score":0.011289065,"about_ca_system_score_codex":0.00033075668,"about_ca_system_score_gemma":0.00042508636,"threshold_uncertainty_score":0.022446692},"labels":[],"label_agreement":null},{"id":"W2883613478","doi":"10.1063/1.5033857","title":"Study of passive plume mixing due to two line source emission in isotropic turbulence","year":2018,"lang":"en","type":"article","venue":"Physics of Fluids","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":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid","keywords":"Plume; Physics; Isotropy; Mixing (physics); Turbulence; Mechanics; Convection; Convective mixing; Homogeneous isotropic turbulence; Line source; Spectral line; Dispersion (optics); Moment (physics); Computational physics; Probability density function; Meteorology; Direct numerical simulation; Optics; Classical mechanics; Statistics","score_opus":0.014143240782908312,"score_gpt":0.25981300167957255,"score_spread":0.24566976089666423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883613478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897613,0.00006085379,0.008878051,0.000053022624,0.0000071316435,0.000019463732,0.00004989358,0.00006035132,0.0011098995],"genre_scores_gemma":[0.9977864,0.000026493195,0.0018528916,0.0000085163,0.0000039387255,0.000011653154,0.00004361758,0.0000081895305,0.00025835476],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987304,0.000031628155,0.0000075680678,0.000017139937,0.000035555677,0.000035124016],"domain_scores_gemma":[0.999416,0.00031594725,0.000101993646,0.000032911852,0.00007061714,0.000062550185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031691755,0.0005773101,0.0005433671,0.000526897,0.000426868,0.00057457585,0.00047281658,0.00065064937,0.00048711154],"category_scores_gemma":[0.0012201158,0.00027404283,0.00058838556,0.00038406538,0.0006537062,0.0005013226,0.00058907236,0.00051670475,0.000044255194],"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":[0.0002513722,0.00017865136,0.011669026,0.00006389541,0.00006749949,0.00052628876,0.00013985207,0.95561576,0.025545781,0.0032214709,0.000117707285,0.0026026736],"study_design_scores_gemma":[0.000028129709,0.00006263883,0.0019109868,0.0000020917676,0.0000071354916,0.000022072189,0.000022064085,0.9960427,0.0016172586,0.00022823876,0.00004847116,0.000008093116],"about_ca_topic_score_codex":0.006239065,"about_ca_topic_score_gemma":0.0016060125,"teacher_disagreement_score":0.006239065,"about_ca_system_score_codex":0.0004736371,"about_ca_system_score_gemma":0.00041334485,"threshold_uncertainty_score":0.012405455},"labels":[],"label_agreement":null},{"id":"W2883995650","doi":"10.1007/s10546-018-0378-y","title":"Effects of the Upstream-Flow Regime and Canyon Aspect Ratio on Non-linear Interactions Between a Street-Canyon Flow and the Overlying Boundary Layer","year":2018,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"CHIST-ERA; Agence Nationale de la Recherche","keywords":"Geometry; Boundary layer; Particle image velocimetry; Wind tunnel; Roughness length; Turbulence; Surface finish; Planetary boundary layer; Flow (mathematics); Canyon; Length scale; Mechanics; Scale (ratio); Boundary layer thickness; Optics; Physics; Geology; Materials science; Meteorology; Wind speed; Mathematics; Wind profile power law; Geomorphology","score_opus":0.012732331632006797,"score_gpt":0.24922396509012623,"score_spread":0.23649163345811944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883995650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990995,0.000040080555,0.0001165694,0.000014743251,0.0000040482164,0.0000034689326,0.000053453354,0.000008083144,0.0006601065],"genre_scores_gemma":[0.99945813,0.000021520978,0.00008358042,0.000009237847,0.0000024831718,0.0000032754651,0.00006228222,0.00001167751,0.00034782873],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995377,0.00021683938,0.000021613094,0.00006107032,0.000031139567,0.00013173802],"domain_scores_gemma":[0.9957728,0.003368988,0.00014507375,0.00009349975,0.00013337674,0.00048628598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074917154,0.0004932755,0.0005748155,0.00045216092,0.00068450463,0.0012361842,0.0005174554,0.00051907497,0.0048194993],"category_scores_gemma":[0.0024968013,0.00038413092,0.0005866354,0.00029874692,0.000668753,0.0005206833,0.00082271756,0.00052667834,0.00036943145],"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":[0.013697308,0.0019401497,0.724979,0.0002733173,0.0010181097,0.0017794197,0.00068493735,0.039160438,0.19976242,0.0012856569,0.0007845318,0.014634753],"study_design_scores_gemma":[0.00016229003,0.00072472973,0.93915,0.000022192542,0.00047518758,0.0001202385,0.00083800795,0.04636353,0.011480442,0.00022133098,0.00039298617,0.000049089504],"about_ca_topic_score_codex":0.016778,"about_ca_topic_score_gemma":0.024077872,"teacher_disagreement_score":0.016778,"about_ca_system_score_codex":0.0005748821,"about_ca_system_score_gemma":0.000777183,"threshold_uncertainty_score":0.03336066},"labels":[],"label_agreement":null},{"id":"W2884027662","doi":"","title":"The Gaussian Predictability of Wind Speeds","year":2013,"lang":"en","type":"article","venue":"93rd American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Predictability; Meteorology; Environmental science; Computer science; Climatology; Mathematics; Statistics; Geography; Geology","score_opus":0.007250975611387194,"score_gpt":0.21944826490825628,"score_spread":0.2121972892968691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884027662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8141964,0.002073018,0.1616944,0.0048076124,0.0005601781,0.0000154169,0.00062948227,0.00038473555,0.015638838],"genre_scores_gemma":[0.9970318,0.00041410397,0.0011427519,0.00007460567,0.00018918079,0.0000035551527,0.000103675775,0.000032287542,0.0010079987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996377,0.00007792204,0.000016680258,0.00008781061,0.000103004735,0.00007688396],"domain_scores_gemma":[0.9937033,0.0040881885,0.00066476356,0.0006620895,0.0006302411,0.00025135285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014412688,0.00028015327,0.0005168395,0.0006795689,0.00039591227,0.0014910863,0.00056497136,0.0006830938,0.001099695],"category_scores_gemma":[0.016958324,0.0005158271,0.00045257463,0.0007926214,0.0012694238,0.0028574986,0.000865496,0.0011688877,0.00019771536],"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":[0.00025836937,0.00006902641,0.047352742,0.00010790152,0.00017173719,0.00049378874,0.00040571537,0.38786379,0.0037623586,0.49675503,0.01041112,0.052348405],"study_design_scores_gemma":[0.000014302034,0.000025066478,0.03111447,0.000017415961,0.000031202548,0.00009287747,0.00006175248,0.7700791,0.00040029312,0.1968867,0.0012319876,0.000044745233],"about_ca_topic_score_codex":0.0064918515,"about_ca_topic_score_gemma":0.0035589798,"teacher_disagreement_score":0.0064918515,"about_ca_system_score_codex":0.00061756896,"about_ca_system_score_gemma":0.0006924473,"threshold_uncertainty_score":0.012908101},"labels":[],"label_agreement":null},{"id":"W2884587426","doi":"","title":"A simple multicloud parametrization for convectively coupled waves with an active boundary layer","year":2008,"lang":"en","type":"article","venue":"18th Conference on Atmospheric BioGeosciences/28th Conference on Agricultural and Forest Meteorology/28th Conference on Hurricanes and Tropical Meteorology<br> (28 April–2 May 2008)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Parametrization (atmospheric modeling); Simple (philosophy); Layer (electronics); Boundary (topology); Boundary layer; Mathematical analysis; Mathematics; Physics; Applied mathematics; Geology; Computer science; Mechanics; Materials science; Optics","score_opus":0.027326438337397164,"score_gpt":0.24543064444328472,"score_spread":0.21810420610588754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884587426","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":[0.2052583,0.0009712191,0.75766164,0.0008570615,0.0010124572,0.00024358334,0.002096689,0.0036460387,0.028253013],"genre_scores_gemma":[0.8312715,0.00032531627,0.15242861,0.00031045743,0.00031134693,0.00036749206,0.0014894101,0.0018164681,0.011679274],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999841,0.000048938007,0.00001427408,0.00003203232,0.000032157994,0.00003155192],"domain_scores_gemma":[0.9997483,0.00006178206,0.000021764332,0.000082379105,0.000052417607,0.000033269698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044180406,0.0010231809,0.0007173383,0.00036105924,0.00086680986,0.0014999927,0.0021542287,0.0018398603,0.0050625126],"category_scores_gemma":[0.0014909024,0.00065607915,0.0008951221,0.00066129083,0.00041787705,0.002103478,0.0010674477,0.0017148613,0.0011029452],"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":[0.00025015316,0.0002185784,0.0021898162,0.00008607894,0.0000996619,0.00018226336,0.000114597184,0.9268372,0.009494132,0.030624889,0.004283949,0.025618702],"study_design_scores_gemma":[0.000039672064,0.000008127887,0.00021606252,0.0000037628208,0.0000066479492,0.000008328112,0.000005149262,0.9961409,0.00043873413,0.0014373539,0.0016849656,0.000010207019],"about_ca_topic_score_codex":0.010501064,"about_ca_topic_score_gemma":0.009171936,"teacher_disagreement_score":0.010501064,"about_ca_system_score_codex":0.0006154789,"about_ca_system_score_gemma":0.0005729945,"threshold_uncertainty_score":0.020879865},"labels":[],"label_agreement":null},{"id":"W2885323893","doi":"10.1177/1744259118791207","title":"Numerical analysis of convective heat transfer coefficient for building facades","year":2018,"lang":"en","type":"article","venue":"Journal of Building Physics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Western University","funders":"","keywords":"Heat transfer coefficient; Convective heat transfer; Glazing; Facade; Heat transfer; Mechanics; Solar gain; Convection; Environmental science; Materials science; Meteorology; Structural engineering; Physics; Engineering; Thermal","score_opus":0.017491725245784677,"score_gpt":0.2798874773703506,"score_spread":0.2623957521245659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885323893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.880665,0.00047071584,0.10649983,0.0001794029,0.000058317743,0.00007516192,0.0003102923,0.0004357963,0.011305405],"genre_scores_gemma":[0.98953116,0.00008608738,0.009291689,0.000008980739,0.0000063472944,0.000036199213,0.0000986606,0.000025658634,0.0009152403],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998895,0.000017710012,0.0000056539748,0.000020637344,0.000037765505,0.00002873769],"domain_scores_gemma":[0.9996221,0.00020047568,0.000051495153,0.000027925456,0.00008070672,0.000017278662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027483146,0.0003782654,0.00034610656,0.00056935276,0.00047901453,0.0004739144,0.00043435962,0.0006193007,0.0010887069],"category_scores_gemma":[0.0011603682,0.00018212176,0.00050909485,0.000589561,0.00045016708,0.00030703447,0.00028252363,0.0003527359,0.00014525258],"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":[0.000028951932,0.000028460183,0.0033626861,0.000046977133,0.000011941272,0.00008642668,0.00007805266,0.9757656,0.011684945,0.002179823,0.00021141152,0.0065145954],"study_design_scores_gemma":[0.000002138124,0.0000045794413,0.0004973822,0.0000017835516,0.0000011034464,0.0000061047663,0.000006864257,0.9986033,0.00067410886,0.0001177412,0.00008189841,0.0000029191988],"about_ca_topic_score_codex":0.014849851,"about_ca_topic_score_gemma":0.0059583574,"teacher_disagreement_score":0.014849851,"about_ca_system_score_codex":0.0006134447,"about_ca_system_score_gemma":0.0006912724,"threshold_uncertainty_score":0.02952683},"labels":[],"label_agreement":null},{"id":"W2885905987","doi":"","title":"Sensitivity to morphology in urban boundary layer modeling at the mesoscale","year":2008,"lang":"en","type":"article","venue":"","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":"York University","funders":"","keywords":"Mesoscale meteorology; Sensitivity (control systems); Morphology (biology); Boundary layer; Layer (electronics); Urban morphology; Geology; Materials science; Climatology; Urban planning; Physics; Composite material; Engineering; Mechanics","score_opus":0.021526713607212537,"score_gpt":0.22686872735493466,"score_spread":0.20534201374772212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885905987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9075823,0.0008092161,0.08121594,0.002036724,0.00014138488,0.000079118305,0.00034891424,0.00035313136,0.0074332464],"genre_scores_gemma":[0.99701846,0.0001608467,0.0021847566,0.00008466855,0.000024325755,0.00001170951,0.000050049908,0.000042921805,0.00042227362],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995727,0.00020769775,0.000022411685,0.00007687925,0.000068985464,0.000051340106],"domain_scores_gemma":[0.996615,0.0023013216,0.00037778867,0.000316748,0.00022396006,0.0001651622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015135912,0.00073449063,0.00071106263,0.00041409084,0.0006946976,0.0014721873,0.00087447895,0.0018075721,0.00071205164],"category_scores_gemma":[0.011551026,0.0010397681,0.00058839394,0.00034384456,0.0016018548,0.0026432187,0.001547984,0.0012943082,0.0001628974],"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":[0.00002383524,0.00002042989,0.00358955,0.000012181933,0.000015751442,0.00004041983,0.00002633979,0.9920325,0.0013874265,0.0016440123,0.00009651598,0.0011109939],"study_design_scores_gemma":[0.0000045275815,0.00001115433,0.0008182165,0.0000026625873,0.000004133835,0.000005901713,0.000009323188,0.9973809,0.00035583723,0.0013350738,0.00006563096,0.0000066429075],"about_ca_topic_score_codex":0.013114173,"about_ca_topic_score_gemma":0.005862103,"teacher_disagreement_score":0.013114173,"about_ca_system_score_codex":0.0009427053,"about_ca_system_score_gemma":0.00048553795,"threshold_uncertainty_score":0.02607572},"labels":[],"label_agreement":null},{"id":"W2885976548","doi":"","title":"Simple Estimates for Polar Amplified Warming","year":2017,"lang":"en","type":"article","venue":"21st Conference on Atmospheric and Oceanic Fluid Dynamics and the 19th Conference on Middle Atmosphere","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Simple (philosophy); Climatology; Environmental science; Polar; Global warming; Climate change; Geology; Physics; Biology; Ecology; Epistemology","score_opus":0.022123500834722636,"score_gpt":0.2399554970536424,"score_spread":0.21783199621891977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885976548","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":[0.13238615,0.0063091256,0.73050237,0.0018646318,0.0009216382,0.00016701806,0.004011566,0.0011117519,0.122725755],"genre_scores_gemma":[0.93233216,0.002547877,0.051252205,0.00027840395,0.0006211828,0.0002625279,0.0015227247,0.0002919001,0.010890942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995504,0.00013513792,0.000028744249,0.00014667473,0.00008581841,0.00005324974],"domain_scores_gemma":[0.998201,0.0011123895,0.00013829625,0.0002716389,0.00023222105,0.00004443299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431963,0.0011201873,0.00047080914,0.0021051602,0.00067941286,0.0016092714,0.0005321951,0.0006569965,0.009291463],"category_scores_gemma":[0.007663085,0.00033213213,0.000765718,0.0010534287,0.0006936636,0.002773047,0.002030128,0.0011674144,0.0010309293],"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":[0.00030715676,0.0000395167,0.015098308,0.0008865607,0.0002964629,0.0002605271,0.00071914325,0.1836575,0.012758895,0.6461273,0.007934879,0.13191386],"study_design_scores_gemma":[0.000062772524,0.00013318454,0.050019044,0.00041154705,0.00021106897,0.00036988652,0.0004589815,0.29042572,0.013336847,0.5947828,0.049609486,0.00017863668],"about_ca_topic_score_codex":0.0018090929,"about_ca_topic_score_gemma":0.0018953435,"teacher_disagreement_score":0.009291463,"about_ca_system_score_codex":0.0007243107,"about_ca_system_score_gemma":0.00025002199,"threshold_uncertainty_score":0.031083047},"labels":[],"label_agreement":null},{"id":"W2887569607","doi":"","title":"GEM-MACH10: Implementation of a New Higher-Resolution Version of the Canadian Operational Air Quality Forecast Model","year":2013,"lang":"en","type":"article","venue":"93rd American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Environmental science; Air quality index; Computer science; Meteorology; Geography","score_opus":0.02086532896236109,"score_gpt":0.2718675717895181,"score_spread":0.251002242827157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887569607","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30048797,0.00078642665,0.16521128,0.0024741471,0.0038164898,0.001124586,0.1857507,0.25445083,0.085897684],"genre_scores_gemma":[0.5322118,0.00038868896,0.21716478,0.00092729606,0.00022731825,0.0005215135,0.20359,0.021902205,0.023066457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918574,0.000076357544,0.000040138602,0.00015665594,0.00032105815,0.00022006528],"domain_scores_gemma":[0.9983552,0.00014400367,0.00004648023,0.00021432248,0.0009914363,0.00024857317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014276529,0.0017243212,0.0011564603,0.0009704655,0.0014849346,0.0016478216,0.006365286,0.001353793,0.01964929],"category_scores_gemma":[0.003906825,0.0013132178,0.0012416572,0.001684201,0.00056762184,0.002277882,0.0011502699,0.00391492,0.00583874],"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":[0.0016439514,0.00078547583,0.022054207,0.00034502594,0.0006555158,0.00035496178,0.0006664657,0.54159606,0.0133895,0.007934391,0.32339233,0.08718207],"study_design_scores_gemma":[0.00058880664,0.000048321042,0.0065574124,0.000020347285,0.00006500521,0.000026278836,0.0000763156,0.935265,0.0059494707,0.0011538054,0.050099414,0.00014977265],"about_ca_topic_score_codex":0.76792854,"about_ca_topic_score_gemma":0.7092179,"teacher_disagreement_score":0.23207146,"about_ca_system_score_codex":0.0049168332,"about_ca_system_score_gemma":0.012480152,"threshold_uncertainty_score":0.46687633},"labels":[],"label_agreement":null},{"id":"W2888259041","doi":"10.1016/j.jenvrad.2018.07.014","title":"A MCREXS modelling approach for the simulation of a radiological dispersal device","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Radioactivity","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Canadian Nuclear Laboratories; Atomic Energy of Canada Limited; University of Toronto; Compute Canada; Canada Foundation for Innovation; Government of Ontario","keywords":"Atmospheric dispersion modeling; Explosive material; Environmental science; Range (aeronautics); Eulerian path; Field (mathematics); Dispersion (optics); Computer science; Meteorology; Statistical physics; Physics; Aerospace engineering; Lagrangian; Engineering; Mathematics; Geography; Chemistry","score_opus":0.03155471875467925,"score_gpt":0.25404410784506304,"score_spread":0.2224893890903838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888259041","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":[0.14227453,0.00065811566,0.78253007,0.0011821659,0.00043168222,0.0003066251,0.0021776792,0.0019765003,0.06846274],"genre_scores_gemma":[0.90731245,0.00047153703,0.064734034,0.00023278063,0.000116387484,0.0003761017,0.0009852526,0.00031754075,0.025453916],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975795,0.00006344989,0.000019526156,0.00004080536,0.000074158284,0.00004417935],"domain_scores_gemma":[0.9994485,0.00024270792,0.0000627053,0.00004175636,0.00015005928,0.000054363732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042933552,0.00076822995,0.0012041734,0.00070729776,0.000848105,0.001472801,0.0019268795,0.0028765697,0.007790563],"category_scores_gemma":[0.0016327439,0.0007288907,0.0014651484,0.00061680103,0.00058751414,0.00082781404,0.0011657764,0.001454923,0.0009723484],"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":[0.000012290145,0.000009695352,0.00020225965,0.000013843427,0.000008567769,0.00003875534,0.000015576017,0.9966433,0.00033718042,0.0016486807,0.00012849418,0.00094132154],"study_design_scores_gemma":[0.000006760953,0.000006725615,0.000050641087,0.0000038542335,0.0000035964965,0.0000059987847,0.0000063318653,0.9990552,0.00009433386,0.0002825341,0.00048028442,0.0000037698549],"about_ca_topic_score_codex":0.05371001,"about_ca_topic_score_gemma":0.022356879,"teacher_disagreement_score":0.05371001,"about_ca_system_score_codex":0.000999673,"about_ca_system_score_gemma":0.001780332,"threshold_uncertainty_score":0.106794775},"labels":[],"label_agreement":null},{"id":"W2888813241","doi":"10.1016/j.uclim.2018.08.010","title":"Multisite multivariate disaggregation of climate parameters using multiplicative random cascades","year":2018,"lang":"en","type":"article","venue":"Urban Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Infrastructure Canada; Medical Research Council","keywords":"Multivariate statistics; Statistics; Environmental science; Range (aeronautics); Mathematics; Econometrics; Climatology; Meteorology; Geography; Engineering; Geology","score_opus":0.021145476626026123,"score_gpt":0.2721659383781082,"score_spread":0.2510204617520821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888813241","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":[0.47067243,0.00021477016,0.52347624,0.0002465523,0.000072659444,0.000070308655,0.0014061269,0.0007688729,0.0030720574],"genre_scores_gemma":[0.954187,0.00008753388,0.04379828,0.00002462129,0.000034725457,0.000033331067,0.0007287718,0.000059473696,0.001046309],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994413,0.00025330018,0.000028454531,0.00014697082,0.00007551232,0.000054415006],"domain_scores_gemma":[0.9978223,0.0010069442,0.00022002881,0.00069061475,0.00019163199,0.00006851935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012737918,0.00047102012,0.0007647196,0.0007432335,0.00036038933,0.00078987237,0.0007680686,0.0005784175,0.002300224],"category_scores_gemma":[0.004924057,0.00046527313,0.0010793101,0.0012037198,0.0003143957,0.0016268642,0.00092487107,0.0008505601,0.00026946169],"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":[0.0002601009,0.00018244864,0.028651651,0.00010661091,0.0003709242,0.00019975501,0.0002319737,0.86731786,0.0070814807,0.02664654,0.0017968336,0.06715385],"study_design_scores_gemma":[0.000008364728,0.000017756445,0.0061809453,0.0000040523937,0.000027404978,0.00001354871,0.00002515326,0.9855784,0.00053786195,0.007216031,0.00037651585,0.000013869319],"about_ca_topic_score_codex":0.016035678,"about_ca_topic_score_gemma":0.026675234,"teacher_disagreement_score":0.016035678,"about_ca_system_score_codex":0.00041439157,"about_ca_system_score_gemma":0.0005151829,"threshold_uncertainty_score":0.03188467},"labels":[],"label_agreement":null},{"id":"W2889030580","doi":"10.1063/1.5041751","title":"Fully developed building unit cavity source for long multiple shallow cavity configurations","year":2018,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Physics; Excitation; Mechanics; Amplitude; Source function; Acoustics; Optics; Astrophysics","score_opus":0.03350567989789039,"score_gpt":0.275186444682022,"score_spread":0.24168076478413164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889030580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7805732,0.00015751806,0.21514766,0.00004172046,0.000019664434,0.00005601283,0.00012531265,0.00060968375,0.0032692878],"genre_scores_gemma":[0.9858154,0.000044041273,0.013184397,0.000004308653,0.000002374083,0.000024136194,0.00006429429,0.000030684867,0.0008303439],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988234,0.0000149746,0.0000046128334,0.000026938063,0.00005322827,0.000017804294],"domain_scores_gemma":[0.99949,0.0001856936,0.000095893294,0.00008855817,0.00011034346,0.000029460905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023542183,0.00036595704,0.00030167896,0.0003175312,0.0002184992,0.00029632018,0.0004661939,0.0004446537,0.0012551999],"category_scores_gemma":[0.0007425914,0.00024848015,0.00031443796,0.00018032144,0.0004966834,0.00054456067,0.0005229217,0.00039166596,0.00022489233],"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":[0.00014951339,0.00009451983,0.007882087,0.00024894578,0.000034436518,0.0009560497,0.0005678545,0.22906227,0.70857215,0.008626862,0.00051568914,0.04328959],"study_design_scores_gemma":[0.000013989807,0.00021974418,0.0066045905,0.000017325163,0.000016253769,0.0003572683,0.00009073356,0.8337433,0.155636,0.0015139525,0.0017389895,0.000047855196],"about_ca_topic_score_codex":0.0005451545,"about_ca_topic_score_gemma":0.0006532161,"teacher_disagreement_score":0.0012551999,"about_ca_system_score_codex":0.00026301178,"about_ca_system_score_gemma":0.00034971518,"threshold_uncertainty_score":0.0041990876},"labels":[],"label_agreement":null},{"id":"W2889637175","doi":"10.1016/j.jweia.2018.08.012","title":"Probabilistic serviceability-performance assessment of tall mass-timber buildings subjected to stochastic wind loads: Part I - structural design and wind tunnel testing","year":2018,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations; University of British Columbia, Okanagan Campus; University of British Columbia; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; FPInnovations","keywords":"Serviceability (structure); Structural engineering; Engineering; Wind engineering; Wind tunnel; Cross laminated timber; Tuned mass damper; Deflection (physics); Structural load; Aerospace engineering","score_opus":0.020685089199955504,"score_gpt":0.22267254474839024,"score_spread":0.20198745554843472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889637175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99127495,0.000023622837,0.0077966633,0.000017092192,0.0000028719421,0.000014125226,0.00007616112,0.000028320439,0.00076623994],"genre_scores_gemma":[0.9991027,0.000009344878,0.00069166155,0.0000015522512,8.194389e-7,0.0000058158175,0.00004539857,0.0000048982315,0.00013787957],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960464,0.000099801466,0.000024620304,0.000046392473,0.00014248888,0.00008200219],"domain_scores_gemma":[0.9988147,0.00071280083,0.000159802,0.00008591929,0.00015755017,0.00006923616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010639855,0.0006423846,0.00047242572,0.0006918062,0.0004038675,0.00039079943,0.0007150103,0.00087999477,0.0011398423],"category_scores_gemma":[0.0017685705,0.0003985095,0.0006272206,0.0004297864,0.00069125916,0.00047053027,0.00042458702,0.0002814619,0.00012254585],"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":[0.00017663058,0.00009266699,0.0055144047,0.000021581367,0.000010838235,0.00009554976,0.000054224314,0.97743225,0.012331343,0.00041833342,0.00005010536,0.0038019544],"study_design_scores_gemma":[0.000009667351,0.00030981714,0.012344802,0.0000037928146,0.000012715943,0.000042947875,0.0000720612,0.98319757,0.0036987884,0.00024277439,0.000051094758,0.000013994877],"about_ca_topic_score_codex":0.0052898778,"about_ca_topic_score_gemma":0.0071761133,"teacher_disagreement_score":0.0052898778,"about_ca_system_score_codex":0.0005437461,"about_ca_system_score_gemma":0.0006050314,"threshold_uncertainty_score":0.010518193},"labels":[],"label_agreement":null},{"id":"W2890318982","doi":"10.2495/safe-v9-n1-73-85","title":"Investigating the predictive capacity of Eulerian CFD to model long-duration blast loads on finite cross-section geometries","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Cross section (physics); Eulerian path; Mechanics; Structural engineering; Duration (music); Engineering; Environmental science; Physics; Mathematics; Applied mathematics","score_opus":0.00880564343561068,"score_gpt":0.21714931721927305,"score_spread":0.20834367378366236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890318982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8901328,0.00042968968,0.09626803,0.0003030828,0.00010540246,0.00010372897,0.0006399909,0.0013763477,0.010640958],"genre_scores_gemma":[0.98290956,0.00023579241,0.01555363,0.000028479,0.000008445992,0.000037867183,0.00029832465,0.00006313519,0.00086488266],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975795,0.00003353889,0.00001766174,0.000040432788,0.00011364697,0.000036747057],"domain_scores_gemma":[0.99873465,0.0007588959,0.00009881387,0.00016083033,0.00021125714,0.000035625373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006814912,0.0006230738,0.00038944604,0.00041649508,0.00038575495,0.0009624982,0.0006114971,0.0008676093,0.0015153908],"category_scores_gemma":[0.0023850254,0.00022752403,0.00035879304,0.0003761621,0.0006451609,0.0008926662,0.00044911503,0.0007882336,0.00036881072],"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":[0.00012045722,0.0001210996,0.009731248,0.00011190166,0.00001787313,0.00015556363,0.00018357446,0.9510305,0.016068716,0.0017525922,0.00039361935,0.020312885],"study_design_scores_gemma":[0.000004848868,0.000050668863,0.0013741921,0.000013004391,0.0000033137437,0.000021524924,0.00004564259,0.9906633,0.0071714446,0.00020343067,0.000438662,0.000009925407],"about_ca_topic_score_codex":0.009770497,"about_ca_topic_score_gemma":0.005194848,"teacher_disagreement_score":0.009770497,"about_ca_system_score_codex":0.00052755687,"about_ca_system_score_gemma":0.00092587655,"threshold_uncertainty_score":0.01942724},"labels":[],"label_agreement":null},{"id":"W2892075924","doi":"10.1007/s10652-018-9628-2","title":"Numerical study of flow characteristics and pollutant dispersion using three RANS turbulence closure models","year":2018,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Turbulence kinetic energy; Mechanics; K-epsilon turbulence model; Turbulence modeling; K-omega turbulence model; Physics; Meteorology; Flow (mathematics); Statistical physics","score_opus":0.01399476775576316,"score_gpt":0.20829146924020112,"score_spread":0.19429670148443795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892075924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984014,0.00016329087,0.011420793,0.000068751724,0.0000396363,0.00003603654,0.00018490403,0.00021947197,0.0038532016],"genre_scores_gemma":[0.993995,0.000077983095,0.0048289057,0.000007941753,0.00000841222,0.000024461577,0.00012345219,0.000020498082,0.00091335736],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973613,0.00005760975,0.000025613954,0.000044678647,0.00007184852,0.00006412756],"domain_scores_gemma":[0.99891067,0.0004569441,0.0001785328,0.000117036776,0.00024351256,0.00009337858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005507733,0.0007221572,0.0010080972,0.0008680099,0.0008350215,0.00089109875,0.0008812673,0.0012472502,0.0011536787],"category_scores_gemma":[0.0013304892,0.0003138713,0.0008188878,0.00088907604,0.0007486944,0.0008575946,0.00056309946,0.000741813,0.00013448246],"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":[0.00045280493,0.00054169603,0.0116592925,0.00011784996,0.000055162986,0.00042935644,0.0002530086,0.9432098,0.024352774,0.003199259,0.00040376774,0.015325245],"study_design_scores_gemma":[0.000025056903,0.000112864465,0.0018485143,0.0000037572147,0.000010677485,0.000015163772,0.000043029115,0.99521565,0.0024945273,0.0000930692,0.00012292025,0.000014716237],"about_ca_topic_score_codex":0.024987038,"about_ca_topic_score_gemma":0.011012428,"teacher_disagreement_score":0.024987038,"about_ca_system_score_codex":0.00067195756,"about_ca_system_score_gemma":0.0010207177,"threshold_uncertainty_score":0.049683213},"labels":[],"label_agreement":null},{"id":"W2894022417","doi":"10.2495/risk180161","title":"PERFORMANCE OF WOOD-FRAMED RESIDENTIAL STRUCTURES UNDER EXTREME WIND LOADS","year":2018,"lang":"en","type":"article","venue":"WIT transactions on engineering sciences","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Roof; Fujita scale; Framing (construction); Low-rise; Tornado; Structural failure; Forensic engineering; Architectural engineering; Work (physics); Vulnerability (computing); Fragility; Environmental science; Engineering; Civil engineering; Structural engineering; Computer science; Geology","score_opus":0.014090932624353578,"score_gpt":0.2107785268378677,"score_spread":0.19668759421351414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894022417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99878114,0.000028497197,0.0005711282,0.0000058252954,0.000005440533,0.0000041942626,0.00003435327,0.000035776437,0.00053363526],"genre_scores_gemma":[0.9994178,0.000019499772,0.00018621839,0.0000020485,7.6616084e-7,0.0000026915368,0.000048958456,0.000002920159,0.00031917225],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999796,0.000023231,0.000011606259,0.00003876261,0.00006398144,0.00006650396],"domain_scores_gemma":[0.99962926,0.00007419189,0.000051384603,0.00006379542,0.000094656876,0.00008681632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033442074,0.0005203858,0.00033807385,0.000619924,0.0005226927,0.0003517076,0.00044531072,0.00056592334,0.0015073301],"category_scores_gemma":[0.0007721761,0.00019424276,0.0002846251,0.00021955947,0.00044950825,0.00040306867,0.0004423224,0.00024059402,0.0006599831],"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":[0.0026356857,0.0006095666,0.07175622,0.00019192573,0.00009174231,0.0022538754,0.0010167822,0.52303123,0.32309848,0.0008612686,0.00090755627,0.073545724],"study_design_scores_gemma":[0.00010397325,0.010538563,0.21505341,0.00009467062,0.00014050928,0.0011183205,0.00246934,0.5436908,0.22377038,0.0010071102,0.0018998318,0.00011311599],"about_ca_topic_score_codex":0.002336216,"about_ca_topic_score_gemma":0.0033717284,"teacher_disagreement_score":0.002336216,"about_ca_system_score_codex":0.000261728,"about_ca_system_score_gemma":0.00016836385,"threshold_uncertainty_score":0.005042553},"labels":[],"label_agreement":null},{"id":"W2895639068","doi":"10.1016/j.jweia.2018.09.017","title":"Evaluating wind-driven natural ventilation potential for early building design","year":2018,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Natural ventilation; Ventilation (architecture); Computational fluid dynamics; Marine engineering; Natural (archaeology); Environmental science; Architectural engineering; Engineering; Mechanical engineering; Geology; Aerospace engineering","score_opus":0.03169247354931237,"score_gpt":0.2616103589267064,"score_spread":0.22991788537739405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895639068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873674,0.000078935605,0.010266521,0.000011700918,0.00000585601,0.00002837338,0.00008725426,0.000044028024,0.002109962],"genre_scores_gemma":[0.99854434,0.000011178594,0.0012563944,8.3860243e-7,5.5689134e-7,0.00000732927,0.00003280906,0.000005427828,0.00014118492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997794,0.000070157934,0.000010980923,0.000024461933,0.00008436023,0.000030632258],"domain_scores_gemma":[0.9987627,0.00088457693,0.00006305211,0.000062249695,0.00017935273,0.000048092195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627949,0.00049261627,0.00034595185,0.00070088374,0.0002788845,0.00060780765,0.00046524475,0.00061636354,0.0015938666],"category_scores_gemma":[0.0024440715,0.00027395535,0.00042667374,0.00024347857,0.00016981039,0.000678408,0.00027846044,0.0002518172,0.00018084556],"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":[0.00086929585,0.00030206158,0.018746365,0.00013851747,0.00004401549,0.00015450972,0.00006225812,0.9008925,0.041071933,0.00048606982,0.000120711586,0.037111823],"study_design_scores_gemma":[0.000020966892,0.00063865824,0.011812057,0.000008723646,0.000028916491,0.000030874817,0.000056457116,0.9694043,0.01766068,0.00018203526,0.00014185224,0.00001445777],"about_ca_topic_score_codex":0.002305235,"about_ca_topic_score_gemma":0.0046954053,"teacher_disagreement_score":0.002305235,"about_ca_system_score_codex":0.0004091464,"about_ca_system_score_gemma":0.00039585924,"threshold_uncertainty_score":0.005331993},"labels":[],"label_agreement":null},{"id":"W2896316241","doi":"10.1121/1.5068177","title":"Existing aeroacoustic issues of building elements","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Suspect; Acoustics; Noise (video); Computer science; Identification (biology); Publicity; Physics; Artificial intelligence","score_opus":0.018617229194566265,"score_gpt":0.28085683425892544,"score_spread":0.26223960506435917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896316241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9289069,0.0010471541,0.0441499,0.00029901805,0.0000968105,0.00019720565,0.0001240782,0.00016166466,0.025017198],"genre_scores_gemma":[0.9896506,0.00032902634,0.0065743206,0.000030627605,0.000018198283,0.000023339751,0.00005359551,0.000010528782,0.0033098373],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985482,0.00017271866,0.000105688596,0.00018682038,0.0008388541,0.00014769859],"domain_scores_gemma":[0.9975375,0.0011782948,0.00030979826,0.00023631993,0.0006467933,0.00009129384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070096157,0.00045842497,0.0002770609,0.00075176294,0.0010397894,0.0009797347,0.0007688836,0.0010742081,0.0023538822],"category_scores_gemma":[0.0042698137,0.0002784581,0.0002379332,0.0005422503,0.0011589272,0.0010670485,0.0006589464,0.00053430285,0.00033186248],"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":[0.00082925736,0.00046158512,0.19604911,0.0024349045,0.00011512653,0.022870114,0.01292297,0.04242331,0.44203556,0.009207927,0.0025766422,0.26807353],"study_design_scores_gemma":[0.00007149469,0.0034740407,0.5142739,0.00087753445,0.00041315198,0.030113045,0.020128308,0.047510143,0.2901868,0.01035114,0.082335435,0.00026506206],"about_ca_topic_score_codex":0.0024964083,"about_ca_topic_score_gemma":0.0073359893,"teacher_disagreement_score":0.0024964083,"about_ca_system_score_codex":0.00041909862,"about_ca_system_score_gemma":0.00049271673,"threshold_uncertainty_score":0.007874489},"labels":[],"label_agreement":null},{"id":"W2897587641","doi":"10.5194/npg-2018-44","title":"Characterising regime behaviour in the stably stratified nocturnal boundary layer on the basis of stationary Markov chains","year":2018,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"University of Victoria","funders":"National Oceanic and Atmospheric Administration","keywords":"Markov chain; Statistical physics; Markov model; Boundary (topology); Markov chain mixing time; Hidden Markov model; Balance equation; Boundary layer; Stationary distribution; Markov process; Variable-order Markov model; Markov property; Continuous-time Markov chain; Mathematics; Discrete phase-type distribution; Transition (genetics); Stochastic matrix; Statistics; Physics; Computer science; Mathematical analysis; Mechanics; Artificial intelligence; Chemistry","score_opus":0.020759453135016256,"score_gpt":0.2481259957749786,"score_spread":0.22736654263996234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897587641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66803527,0.00013864323,0.32999548,0.00006807817,0.000013378987,0.00005298627,0.0003173719,0.0002075945,0.0011710989],"genre_scores_gemma":[0.9843836,0.00004327515,0.015131128,0.000009482548,0.000003728899,0.000023816356,0.00022721184,0.000015988307,0.00016175871],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979156,0.00007358499,0.000014685073,0.000052078252,0.000036442292,0.00003170355],"domain_scores_gemma":[0.9981267,0.0012923081,0.00025113582,0.00009955046,0.00014499364,0.000085244435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010739819,0.00024461313,0.00029896377,0.00064858556,0.00027084714,0.00064602104,0.00038416314,0.00029352418,0.0009532111],"category_scores_gemma":[0.003218067,0.00022963366,0.00056711485,0.00032341553,0.0004650151,0.0006439206,0.00041773706,0.0004103072,0.00013298879],"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":[0.0002911214,0.00010126246,0.18003629,0.00014980516,0.00022267664,0.00032659396,0.00054351223,0.7510599,0.027232075,0.012830047,0.00040843696,0.02679829],"study_design_scores_gemma":[0.0000043661857,0.0000177546,0.016895149,0.000014994952,0.000011454282,0.000018280547,0.000036243535,0.9778331,0.0011168359,0.0039342623,0.00010554177,0.000012052736],"about_ca_topic_score_codex":0.0120675685,"about_ca_topic_score_gemma":0.009163195,"teacher_disagreement_score":0.0120675685,"about_ca_system_score_codex":0.00065797433,"about_ca_system_score_gemma":0.00075530447,"threshold_uncertainty_score":0.023994625},"labels":[],"label_agreement":null},{"id":"W2899082931","doi":"10.1007/978-3-319-99719-3_14","title":"Large Eddy Simulation of Turbulent Flow Over a Hill Using a Canopy Stress Model","year":2018,"lang":"en","type":"book-chapter","venue":"Springer proceedings in mathematics & statistics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Turbulence; Mesoscale meteorology; Large eddy simulation; Reynolds stress; Meteorology; Terrain; Immersed boundary method; Flow (mathematics); Boundary layer; Discretization; Planetary boundary layer; Mechanics; Geology; Boundary (topology); Mathematics; Physics; Mathematical analysis; Geography","score_opus":0.023311605903452104,"score_gpt":0.2633227543646232,"score_spread":0.2400111484611711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899082931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195262,0.00038838,0.061721038,0.0005756206,0.0001839758,0.000074651354,0.00055593456,0.0009504959,0.016023824],"genre_scores_gemma":[0.9865377,0.0001109414,0.010296972,0.00004504889,0.00003712812,0.000035580575,0.00025698738,0.0001356999,0.0025439085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991477,0.000023933175,0.0000068612803,0.000015139936,0.000019892494,0.000019333014],"domain_scores_gemma":[0.99948657,0.0002914587,0.000041606578,0.00003700294,0.000058979258,0.000084367704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028297782,0.00057519996,0.00078312453,0.00028590937,0.0006000992,0.0009887716,0.0011370361,0.0013587556,0.0018686097],"category_scores_gemma":[0.0009849543,0.00047644073,0.0006168146,0.0004136786,0.00061119086,0.00079200993,0.00060128066,0.00095641514,0.00020473068],"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":[0.000060927876,0.000088527864,0.0011590148,0.000020170863,0.000022944356,0.000053292257,0.000030572537,0.9937751,0.0015942238,0.0011913915,0.00033945782,0.0016643249],"study_design_scores_gemma":[0.000014856877,0.000010369428,0.00025652358,0.0000012246257,0.0000018845308,0.0000031231793,0.000005331019,0.99937433,0.00011938196,0.00015489358,0.000054682958,0.000003416834],"about_ca_topic_score_codex":0.027315687,"about_ca_topic_score_gemma":0.018775582,"teacher_disagreement_score":0.027315687,"about_ca_system_score_codex":0.00081497454,"about_ca_system_score_gemma":0.000918117,"threshold_uncertainty_score":0.05431336},"labels":[],"label_agreement":null},{"id":"W2901140597","doi":"10.25071/10315/35263","title":"Scaling And Machine Learning Analysis Of Turbulent Fluxes Of Momentum And Heat In The Microclimate Of An Urban Canyon","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microclimate; Scaling; Canyon; Momentum (technical analysis); Environmental science; Turbulence; Urban heat island; Meteorology; Street canyon; Atmospheric sciences; Computer science; Geology; Physics; Geography; Cartography; Mathematics; Geometry; Business","score_opus":0.006456511609700745,"score_gpt":0.20947442522303297,"score_spread":0.20301791361333224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901140597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969168,0.000024402128,0.002575725,0.0000108685,0.0000018744436,0.0000071559066,0.00003290882,0.000015994625,0.00041430324],"genre_scores_gemma":[0.99819237,0.000019139772,0.0016328844,0.0000013303942,9.950699e-7,0.0000043672644,0.000050560207,0.0000020794034,0.000096440235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999175,0.000020547468,0.000005723549,0.00002582958,0.000018230698,0.000012121399],"domain_scores_gemma":[0.99965787,0.00018319814,0.00004224413,0.000019272204,0.00007892738,0.000018543498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003669957,0.00026235788,0.00018260899,0.00077410345,0.00035062138,0.00038562514,0.00013211452,0.00015144155,0.00024164094],"category_scores_gemma":[0.0011057641,0.00011133945,0.0002594532,0.0005366788,0.00031063688,0.00021178357,0.0001364967,0.00020854936,0.000044729037],"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":[0.00033424562,0.0002777955,0.40360326,0.00014404241,0.0001337215,0.00037386492,0.000985562,0.4296269,0.041069426,0.0021461952,0.00045135917,0.12085362],"study_design_scores_gemma":[0.000003496118,0.000042291955,0.32133874,0.00000579891,0.000011860208,0.000020295618,0.00018554079,0.67543197,0.0024930576,0.00027781795,0.00017416137,0.00001501165],"about_ca_topic_score_codex":0.03982303,"about_ca_topic_score_gemma":0.039790515,"teacher_disagreement_score":0.03982303,"about_ca_system_score_codex":0.0005574501,"about_ca_system_score_gemma":0.00040952157,"threshold_uncertainty_score":0.079182446},"labels":[],"label_agreement":null},{"id":"W2901322696","doi":"10.1007/s10546-018-0405-z","title":"The Spanwise Variation of Roof-Level Turbulence in a Street-Canyon Flow","year":2018,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; CHIST-ERA; Agence Nationale de la Recherche","keywords":"Canyon; Turbulence; Roof; Turbulence kinetic energy; Geology; Mean flow; Flow (mathematics); Geometry; Particle image velocimetry; Wake; Mechanics; Surface finish; Meteorology; Physics; Geomorphology; Materials science; Structural engineering; Engineering; Mathematics","score_opus":0.019796714314113537,"score_gpt":0.2439280502277193,"score_spread":0.22413133591360576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901322696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99913484,0.000015050003,0.0004083673,0.0000103178645,0.00000422131,0.0000026582802,0.000047625308,0.000022858067,0.0003541975],"genre_scores_gemma":[0.99968994,0.0000083999585,0.00011609174,0.0000025086242,0.0000024390736,0.0000013622541,0.000063608466,0.000003229017,0.00011254605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999231,0.000012263227,0.0000036598929,0.000016733607,0.00001203829,0.000032103148],"domain_scores_gemma":[0.99971634,0.0000796017,0.000029414678,0.000019042687,0.00005609279,0.00009940244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001857689,0.00019825377,0.00027643846,0.0006502545,0.0004590715,0.0006381244,0.00020065355,0.00047196122,0.0009908505],"category_scores_gemma":[0.0006350378,0.00018995417,0.00023545529,0.0003481189,0.00069363916,0.0003170091,0.0003396991,0.0003204522,0.00015729161],"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":[0.0034043205,0.0013523694,0.5566512,0.000109970075,0.00024530542,0.003018472,0.0020997606,0.15381376,0.23384327,0.006272659,0.0023772619,0.03681167],"study_design_scores_gemma":[0.000086577704,0.00042358777,0.781302,0.00002245853,0.000045037006,0.00014918981,0.0006213119,0.21017274,0.006265995,0.00043239546,0.0004246801,0.00005406018],"about_ca_topic_score_codex":0.0123763215,"about_ca_topic_score_gemma":0.009688622,"teacher_disagreement_score":0.0123763215,"about_ca_system_score_codex":0.00035065514,"about_ca_system_score_gemma":0.00038625224,"threshold_uncertainty_score":0.024608552},"labels":[],"label_agreement":null},{"id":"W2902005811","doi":"10.1016/j.jweia.2018.11.020","title":"Transient behavior in impinging jets in crossflow with application to downburst flows","year":2018,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wind Energy Institute of Canada","funders":"Iowa State University; Texas Tech University","keywords":"Transient (computer programming); Thunderstorm; Outflow; Mechanics; Jet (fluid); Meteorology; Wake; Boundary layer; Wind speed; Physics; Geology","score_opus":0.00840298142052082,"score_gpt":0.20850860235466365,"score_spread":0.20010562093414283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902005811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96509516,0.0005091835,0.030300776,0.00011579792,0.00005759955,0.000046091023,0.00004702156,0.00023792594,0.0035904234],"genre_scores_gemma":[0.9980312,0.00013602427,0.0013716124,0.0000063195084,0.00001327525,0.0000063408675,0.000024418996,0.000020444459,0.0003902115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998915,0.000029480272,0.000009903797,0.00002004042,0.000023665438,0.000025389794],"domain_scores_gemma":[0.9988367,0.00080294674,0.00007767056,0.00007712045,0.0001342813,0.00007131449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040091402,0.00039932292,0.000451839,0.0006608155,0.0005721252,0.0011931349,0.0004579932,0.0008319439,0.0010554806],"category_scores_gemma":[0.0023179087,0.0001926396,0.00041164417,0.00057850813,0.0007197113,0.0006725294,0.0005404514,0.0005714657,0.00009815835],"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":[0.002272757,0.0011779176,0.05062211,0.00043509156,0.000079031386,0.005642186,0.00246024,0.46504673,0.34027776,0.017930934,0.0012908856,0.11276426],"study_design_scores_gemma":[0.000027747072,0.000185391,0.010867926,0.000014236514,0.000017825554,0.00021548619,0.0002470015,0.97094846,0.016321087,0.00077353744,0.0003625243,0.000018859868],"about_ca_topic_score_codex":0.0026551322,"about_ca_topic_score_gemma":0.0007771379,"teacher_disagreement_score":0.0026551322,"about_ca_system_score_codex":0.00037151377,"about_ca_system_score_gemma":0.00023114495,"threshold_uncertainty_score":0.005279362},"labels":[],"label_agreement":null},{"id":"W2902407880","doi":"10.3390/en11123322","title":"A Simplified Methodology to Estimate Energy Savings in Commercial Buildings from Improvements in Airtightness","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"UT-Battelle; Battelle; U.S. Department of Energy","keywords":"Calculator; Energy modeling; Airflow; Oak Ridge National Laboratory; Building envelope; Building energy simulation; Engineering; Efficient energy use; Infiltration (HVAC); Energy (signal processing); Simulation; Civil engineering; Architectural engineering; Computer science; Energy performance; Mechanical engineering; Meteorology; Thermal; Electrical engineering","score_opus":0.02613741022082308,"score_gpt":0.30747969083434756,"score_spread":0.2813422806135245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902407880","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":[0.097491555,0.0005402173,0.8835328,0.0000997337,0.000068707945,0.00053527695,0.0027356788,0.0032953862,0.011700515],"genre_scores_gemma":[0.6113894,0.0006748666,0.37783098,0.000077966295,0.000026371164,0.0009633301,0.0023458246,0.00022847213,0.006462764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869007,0.00022416371,0.000060306094,0.00020261142,0.00077395764,0.000048828748],"domain_scores_gemma":[0.9991941,0.00020552674,0.00014050702,0.00015540032,0.00029177996,0.000012594205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006637874,0.0012834864,0.00065782666,0.0022876693,0.0003071085,0.0009786591,0.001098907,0.0005506927,0.0034644373],"category_scores_gemma":[0.0028093634,0.00052497827,0.0009979698,0.0021747933,0.00024902113,0.0013432698,0.0007782443,0.0005195296,0.0012505839],"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":[0.00023662602,0.0003348968,0.021608092,0.00091842574,0.00020294327,0.0002050143,0.00032919273,0.46977302,0.06401471,0.008274441,0.006014077,0.42808855],"study_design_scores_gemma":[0.0000767966,0.00054436765,0.032191224,0.00008734954,0.00010643286,0.0003416072,0.000158156,0.8891553,0.053219274,0.0034455662,0.020520955,0.00015298542],"about_ca_topic_score_codex":0.013165294,"about_ca_topic_score_gemma":0.015287299,"teacher_disagreement_score":0.013165294,"about_ca_system_score_codex":0.0010395689,"about_ca_system_score_gemma":0.0009263702,"threshold_uncertainty_score":0.026177347},"labels":[],"label_agreement":null},{"id":"W2903856284","doi":"10.1201/9780203740965-12","title":"Reliability of low-rise buildings: experimental wind load modeling vs. building codes","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Low-rise; Wind engineering; Structural engineering; Reliability engineering; Computer science; Environmental science; Architectural engineering; Engineering; Physics","score_opus":0.014158831098424963,"score_gpt":0.23809610085283947,"score_spread":0.2239372697544145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903856284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95398265,0.00048857107,0.031056773,0.000062952844,0.00001866047,0.00004599478,0.0013949309,0.0004736671,0.012475868],"genre_scores_gemma":[0.9927649,0.000118792654,0.0040185163,0.00000568599,0.0000059930835,0.000021754326,0.0014378465,0.000082153616,0.0015443569],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988703,0.00043779504,0.00004925051,0.00015372295,0.00042763862,0.000061223436],"domain_scores_gemma":[0.99300826,0.0048616584,0.00027926036,0.0009863084,0.00079778605,0.00006681711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013596208,0.00038466137,0.0003731736,0.000919159,0.0001850321,0.0005977189,0.0010328833,0.00044513567,0.0024506685],"category_scores_gemma":[0.0051870304,0.00018620143,0.00036265486,0.0011405385,0.00036429768,0.0008399,0.0004002839,0.00041444745,0.0008798858],"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":[0.00081055483,0.00068725744,0.056068867,0.00036944132,0.00008707731,0.00023799743,0.0010836847,0.7793771,0.018529877,0.0058188583,0.0039599338,0.13296936],"study_design_scores_gemma":[0.00003492712,0.00081576576,0.064016394,0.0000696757,0.00006551496,0.00018064506,0.00041471585,0.89255065,0.034435168,0.0041223243,0.0032273855,0.00006683071],"about_ca_topic_score_codex":0.0030108113,"about_ca_topic_score_gemma":0.0031027042,"teacher_disagreement_score":0.0030108113,"about_ca_system_score_codex":0.0004955541,"about_ca_system_score_gemma":0.00018228906,"threshold_uncertainty_score":0.008198321},"labels":[],"label_agreement":null},{"id":"W2904319644","doi":"10.5194/amt-13-191-2020","title":"Using computational fluid dynamics and field experiments to improve vehicle-based wind measurements for environmental monitoring","year":2020,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"St. Francis Xavier University","funders":"Atlantic Canada Opportunities Agency; Compute Canada","keywords":"Anemometer; Crosswind; Computational fluid dynamics; Wind speed; Wind direction; Aerodynamics; Environmental science; Airflow; Marine engineering; Wind tunnel; Meteorology; Aerospace engineering; Engineering; Physics; Mechanical engineering","score_opus":0.05679424224517645,"score_gpt":0.2705349247825574,"score_spread":0.21374068253738096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904319644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89068496,0.00013468745,0.10581485,0.00013175323,0.0000875878,0.00029327342,0.00039479538,0.000556772,0.0019013518],"genre_scores_gemma":[0.92365015,0.0000849574,0.075358905,0.000030666673,0.000007426419,0.00017612935,0.00026243774,0.000029132285,0.0004003736],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953926,0.00012307339,0.000034524375,0.00008971198,0.00017800536,0.0000354228],"domain_scores_gemma":[0.9985252,0.00075357064,0.000120181205,0.00016259585,0.00039667005,0.000041760697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013976796,0.00047852984,0.00037935455,0.00057293795,0.00045617562,0.00065568165,0.0005706773,0.00055014313,0.00073149573],"category_scores_gemma":[0.0025544432,0.0002838076,0.00027695208,0.00045322804,0.0003742827,0.00094129,0.00041952753,0.0005563619,0.00014768771],"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":[0.0006910733,0.002293481,0.04885989,0.0003663101,0.000075340315,0.00019840267,0.00035543527,0.44331586,0.35957545,0.002017178,0.0011932548,0.1410583],"study_design_scores_gemma":[0.00007499617,0.0007396801,0.008901461,0.000021970667,0.000021200516,0.000028907149,0.00012424863,0.85925436,0.12866156,0.0004941263,0.0016320699,0.0000454929],"about_ca_topic_score_codex":0.0039999345,"about_ca_topic_score_gemma":0.007822462,"teacher_disagreement_score":0.0039999345,"about_ca_system_score_codex":0.0005603814,"about_ca_system_score_gemma":0.00086462754,"threshold_uncertainty_score":0.007953346},"labels":[],"label_agreement":null},{"id":"W2905715366","doi":"10.32920/ryerson.14661111","title":"Ontario's public infrastructure : adapting to climate change","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pace; Adaptation (eye); Portfolio; Climate change; Face (sociological concept); Process management; Climate change adaptation; Business; Project portfolio management; Environmental resource management; Risk analysis (engineering); Environmental planning; Project management; Engineering; Finance; Economics; Systems engineering; Geography; Sociology","score_opus":0.043236418306746634,"score_gpt":0.2331218904481167,"score_spread":0.18988547214137008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905715366","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":[0.4176685,0.0018880081,0.013565236,0.023243902,0.00015524734,0.00019815461,0.0028185898,0.00034402843,0.5401183],"genre_scores_gemma":[0.91716033,0.0018820564,0.0074578603,0.00026435798,0.00002401695,0.00004794303,0.0006857587,0.00007002758,0.0724076],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995059,0.000048412512,0.000010307913,0.000036633744,0.00024367905,0.00015509906],"domain_scores_gemma":[0.99948764,0.000055698336,0.000044122567,0.000046744262,0.00022949625,0.00013632885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044285128,0.00013315515,0.00010507488,0.00046332707,0.0036083916,0.002784801,0.00055956474,0.00053368317,0.0061743967],"category_scores_gemma":[0.001339672,0.00013595645,0.00014993917,0.001560948,0.0011154473,0.001297445,0.0010107461,0.00038007434,0.00036790315],"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":[0.00017435783,0.000100846395,0.08376853,0.0005093648,0.000048237256,0.0012451864,0.021004163,0.030115364,0.005825451,0.3380701,0.16696598,0.3521724],"study_design_scores_gemma":[0.000017604778,0.000043224343,0.15166341,0.00018620731,0.000039912746,0.00021028357,0.028244272,0.015028064,0.0021308276,0.022005174,0.78036946,0.000061476436],"about_ca_topic_score_codex":0.96716726,"about_ca_topic_score_gemma":0.98957366,"teacher_disagreement_score":0.03283274,"about_ca_system_score_codex":0.027464107,"about_ca_system_score_gemma":0.03502116,"threshold_uncertainty_score":0.19926697},"labels":[],"label_agreement":null},{"id":"W2905744069","doi":"10.22215/etd/2018-13366","title":"Adjoint-Based Optimization Scheme for Characterizing Sources of Fugitive Emissions","year":2018,"lang":"en","type":"dissertation","venue":"","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":false,"ca_institutions":"Carleton University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Alliance Canada","keywords":"Fugitive emissions; Computation; Environmental science; Wind direction; Scalar (mathematics); Wind speed; Greenhouse gas; Engineering; Meteorology; Computer science; Algorithm; Geology; Mathematics; Physics; Geometry","score_opus":0.012879081109359281,"score_gpt":0.24971460023081277,"score_spread":0.23683551912145348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905744069","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":[0.010179094,0.00012791879,0.98574907,0.00027157555,0.00007532331,0.000041612682,0.000091319314,0.00014714898,0.0033169233],"genre_scores_gemma":[0.5823829,0.00036363743,0.40466338,0.0005091797,0.00016420652,0.0004007618,0.0006050284,0.00022831498,0.010682656],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959546,0.00015859386,0.000019159073,0.00006155627,0.00011550973,0.00004978427],"domain_scores_gemma":[0.99898666,0.0005970212,0.00008998911,0.000043509583,0.00022463118,0.00005819173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017556094,0.0008434078,0.0010530163,0.00034584454,0.00048138006,0.0012034682,0.0009215705,0.00175363,0.0032884143],"category_scores_gemma":[0.00333116,0.00049320026,0.0007231007,0.00043061972,0.00093261554,0.0011573231,0.0016083913,0.0026954648,0.00045312932],"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":[0.000055739893,0.000034064145,0.00025578804,0.000047300648,0.000018909155,0.000033800283,0.000030032388,0.9747772,0.0023263698,0.01355898,0.00089075026,0.007971042],"study_design_scores_gemma":[0.000004404071,0.000005823379,0.00002246009,0.0000027907429,0.0000012683472,0.0000024031017,0.000002906794,0.99806887,0.00013369844,0.0015846957,0.00016831674,0.0000024269923],"about_ca_topic_score_codex":0.005261633,"about_ca_topic_score_gemma":0.0036431833,"teacher_disagreement_score":0.005261633,"about_ca_system_score_codex":0.00055960234,"about_ca_system_score_gemma":0.0016206346,"threshold_uncertainty_score":0.011000872},"labels":[],"label_agreement":null},{"id":"W2908474913","doi":"10.1016/j.jweia.2018.12.013","title":"Numerical tornado modeling for common interpretation of experimental simulators","year":2019,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Oceanic and Atmospheric Administration; Natural Sciences and Engineering Research Council of Canada; Texas Tech University","keywords":"Tornado; Vortex; Computer simulation; Simulation; Flow (mathematics); Engineering; Mechanics; Aerospace engineering; Computer science; Meteorology; Physics","score_opus":0.011676744577600744,"score_gpt":0.22076935077882925,"score_spread":0.20909260620122852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908474913","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":[0.0103318915,0.00009760019,0.9734105,0.00015560185,0.00016919554,0.00013043357,0.0005292769,0.0022349332,0.012940621],"genre_scores_gemma":[0.56434363,0.0003894891,0.41949585,0.000113172064,0.00012181557,0.0008261046,0.0012790267,0.00208089,0.011349957],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997094,0.0001028526,0.000030891788,0.00003323758,0.00009853898,0.000024994899],"domain_scores_gemma":[0.99919003,0.00020788828,0.000058583086,0.00028189263,0.00023701366,0.000024529649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073218095,0.00080202165,0.0005761363,0.00057435816,0.00065808906,0.0013697357,0.002024674,0.001119727,0.010218031],"category_scores_gemma":[0.0031366497,0.00039152394,0.00071702566,0.0004969742,0.0006113482,0.0011627072,0.0012141312,0.001158414,0.0014745052],"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":[0.000066672896,0.00009387718,0.00068961515,0.00015667899,0.000025896315,0.00022426734,0.00023661295,0.84027076,0.0073415837,0.12103308,0.004015665,0.025845222],"study_design_scores_gemma":[0.000015573216,0.000015735435,0.00013708818,0.00001995777,0.000006103546,0.000025671658,0.000038669557,0.9793665,0.0014312105,0.009916577,0.009016401,0.000010503895],"about_ca_topic_score_codex":0.0038423687,"about_ca_topic_score_gemma":0.0031400002,"teacher_disagreement_score":0.010218031,"about_ca_system_score_codex":0.0004056078,"about_ca_system_score_gemma":0.0009000148,"threshold_uncertainty_score":0.034182668},"labels":[],"label_agreement":null},{"id":"W2910989745","doi":"","title":"Wind and Temperature Profiles in the Radix Layer","year":2000,"lang":"en","type":"article","venue":"Aspen Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Layer (electronics); Environmental science; Meteorology; Atmospheric sciences; Materials science; Geology; Composite material; Geography","score_opus":0.008615596108374838,"score_gpt":0.2164058332441564,"score_spread":0.20779023713578157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910989745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994609,0.00020083816,0.00029341213,0.00006712469,0.00002286429,0.000010010659,0.00065398304,0.00005707251,0.004085656],"genre_scores_gemma":[0.9970976,0.00010638338,0.00025750708,0.000026183614,0.000008212509,0.000006337571,0.00066598324,0.000018205308,0.0018136236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999287,0.000009676811,0.0000045074325,0.000016388429,0.000013896958,0.000026771202],"domain_scores_gemma":[0.9998759,0.000028367387,0.000016737318,0.000010332787,0.000035216828,0.00003351896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015829864,0.00028447915,0.0003124427,0.00029673605,0.00040362813,0.00060752186,0.00019043419,0.0005859329,0.0024498808],"category_scores_gemma":[0.0003678046,0.00029469572,0.00031854847,0.00031380187,0.00022881235,0.00050967635,0.00030270315,0.0006490966,0.0006059342],"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":[0.006342922,0.00084272976,0.43155095,0.0003821211,0.0004470372,0.0028632137,0.0019584268,0.10492276,0.39335668,0.0073175305,0.00840989,0.041605767],"study_design_scores_gemma":[0.00019128658,0.00032851024,0.9384471,0.000037096706,0.000058440008,0.0001632811,0.0004409294,0.043202333,0.01343336,0.000367611,0.0032602714,0.00006978037],"about_ca_topic_score_codex":0.011991002,"about_ca_topic_score_gemma":0.008485046,"teacher_disagreement_score":0.011991002,"about_ca_system_score_codex":0.00027375823,"about_ca_system_score_gemma":0.00022360562,"threshold_uncertainty_score":0.023842394},"labels":[],"label_agreement":null},{"id":"W2911640921","doi":"10.1016/j.buildenv.2019.01.032","title":"Wind effects on air curtain performance at building entrances","year":2019,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wind speed; Wind tunnel; Curtain wall; Environmental science; Doors; Airflow; Infiltration (HVAC); Wind direction; Meteorology; Engineering; Marine engineering; Structural engineering; Mechanical engineering; Aerospace engineering; Geography","score_opus":0.004066657517427063,"score_gpt":0.18370473755559025,"score_spread":0.17963808003816317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911640921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993012,0.000029549143,0.00007506342,0.000004665038,0.0000047477383,0.0000053696767,0.00003369103,0.000003955479,0.0005417452],"genre_scores_gemma":[0.9982975,0.00003272493,0.000064048545,0.0000055349387,0.0000036807617,0.0000065016875,0.000081389335,0.00000661313,0.0015019784],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971527,0.0000642614,0.000012144783,0.000043006272,0.000053065716,0.00011230948],"domain_scores_gemma":[0.9990012,0.0003788352,0.00009226622,0.00004599357,0.00024389163,0.00023783078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033647017,0.0003721877,0.00037396458,0.000308724,0.00074317685,0.0008006518,0.00023517416,0.00044182324,0.004650998],"category_scores_gemma":[0.0011733571,0.00025375228,0.00029121398,0.0002240796,0.00033119431,0.00033323714,0.00045205123,0.00036170866,0.0008250888],"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":[0.029465035,0.0024201728,0.35046244,0.00044522196,0.00034005957,0.001153534,0.004287963,0.0079581095,0.5580896,0.00027907657,0.0010692677,0.044029545],"study_design_scores_gemma":[0.00004540004,0.0037741386,0.965748,0.000023598895,0.00008905502,0.00008327895,0.0015995018,0.002082254,0.02594744,0.00003535782,0.0005513305,0.000020615245],"about_ca_topic_score_codex":0.011650018,"about_ca_topic_score_gemma":0.017516555,"teacher_disagreement_score":0.011650018,"about_ca_system_score_codex":0.00030037027,"about_ca_system_score_gemma":0.00034515467,"threshold_uncertainty_score":0.023164451},"labels":[],"label_agreement":null},{"id":"W2915635651","doi":"10.1007/s10546-019-00433-8","title":"UDINEE: Evaluation of Multiple Models with Data from the JU2003 Puff Releases in Oklahoma City. Part I: Comparison of Observed and Predicted Concentrations","year":2019,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Response Biomedical (Canada)","funders":"European Commission; Joint Research Centre; Defense Threat Reduction Agency; National Oceanic and Atmospheric Administration; Directorate-General for Migration and Home Affairs","keywords":"Atmospheric dispersion modeling; Environmental science; Dispersion (optics); Meteorology; TRACER; Joint (building); Atmospheric sciences; Engineering; Civil engineering; Air pollution; Geography; Chemistry; Physics","score_opus":0.13165852414097828,"score_gpt":0.29781403006455787,"score_spread":0.16615550592357958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915635651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945176,0.00007493879,0.0016909859,0.00009813209,0.000017942717,0.00007463246,0.0020857404,0.00028484015,0.0011551807],"genre_scores_gemma":[0.9912872,0.00004240828,0.004212455,0.000028331322,0.000006500953,0.000088133515,0.0036625036,0.000050236653,0.00062221446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993807,0.00020700734,0.000048835216,0.00017284453,0.000114477305,0.00007605779],"domain_scores_gemma":[0.99755055,0.0014348754,0.00024255355,0.00021328087,0.00045429633,0.00010440279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024603384,0.0011630129,0.00068215956,0.00086167903,0.00089354947,0.0010496051,0.0012838263,0.0013373373,0.000843023],"category_scores_gemma":[0.0032880986,0.00050659775,0.0010559965,0.00073621765,0.0003697743,0.0009150294,0.0006274392,0.0009803468,0.00017572379],"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":[0.000867237,0.0007742687,0.079144925,0.0001079544,0.000369938,0.00028050313,0.00022604389,0.89980555,0.0026356687,0.0002639278,0.0015762908,0.013947634],"study_design_scores_gemma":[0.00011606782,0.0003483219,0.051830642,0.00001549071,0.00007494666,0.000037288617,0.00026697243,0.94356555,0.0028081706,0.00008656371,0.00080298947,0.000046916666],"about_ca_topic_score_codex":0.19094834,"about_ca_topic_score_gemma":0.15213661,"teacher_disagreement_score":0.19094834,"about_ca_system_score_codex":0.0030300696,"about_ca_system_score_gemma":0.0010242293,"threshold_uncertainty_score":0.37967378},"labels":[],"label_agreement":null},{"id":"W2915797590","doi":"10.1007/s10546-019-00434-7","title":"UDINEE: Evaluation of Multiple Models with Data from the JU2003 Puff Releases in Oklahoma City. Part II: Simulation of Puff Parameters","year":2019,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Response Biomedical (Canada)","funders":"European Commission; National Oceanic and Atmospheric Administration; Directorate-General for Migration and Home Affairs","keywords":"Environmental science; Atmospheric dispersion modeling; Meteorology; Downtown; Daytime; TRACER; Dispersion (optics); Sampling (signal processing); Atmospheric sciences; Geography; Air pollution; Geology; Engineering; Physics; Chemistry","score_opus":0.08589457013480098,"score_gpt":0.28740466374224544,"score_spread":0.20151009360744446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915797590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98945767,0.00009950082,0.0040245317,0.00030338817,0.000042382282,0.00010952295,0.0029004482,0.0008912492,0.002171343],"genre_scores_gemma":[0.9872158,0.000050216746,0.007592901,0.00006745535,0.000010505223,0.00011901043,0.004018478,0.00009141996,0.0008341179],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995043,0.00016620832,0.00003682255,0.00012426129,0.000084296174,0.00008417182],"domain_scores_gemma":[0.9975352,0.0015580177,0.00019205449,0.00019256656,0.00037550053,0.00014653742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074471,0.0014115444,0.0007833238,0.0006822129,0.0009748747,0.0009878103,0.0017386251,0.0017467953,0.0013265762],"category_scores_gemma":[0.0034722793,0.0006325012,0.0010607091,0.00064904435,0.0004937118,0.0009643827,0.00072700664,0.0013952558,0.00021288736],"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":[0.00030932797,0.00036647322,0.020770622,0.000046228863,0.00012106726,0.00013317919,0.00008387867,0.97092605,0.00086391723,0.0002640675,0.0011364943,0.004978817],"study_design_scores_gemma":[0.0000597209,0.00010158615,0.0050321566,0.000005044156,0.000017251316,0.000010883475,0.00006827584,0.99355185,0.0007625915,0.00006197117,0.00031390326,0.000014772138],"about_ca_topic_score_codex":0.19129683,"about_ca_topic_score_gemma":0.14577988,"teacher_disagreement_score":0.19129683,"about_ca_system_score_codex":0.0030178132,"about_ca_system_score_gemma":0.0015305023,"threshold_uncertainty_score":0.38036668},"labels":[],"label_agreement":null},{"id":"W2921139154","doi":"10.1201/9780429465086-115","title":"An overview of trends and regional distribution of thermal ice loads on dams in Norway","year":2018,"lang":"en","type":"book-chapter","venue":"BIBSYS Brage (BIBSYS (Norway))","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":"Distribution (mathematics); Physical geography; Geography; Environmental science; Climatology; Geology; Mathematics","score_opus":0.03493443817988319,"score_gpt":0.2645498030860931,"score_spread":0.22961536490620993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921139154","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":[0.12285553,0.623087,0.0049748933,0.0024546913,0.0025713698,0.00007990178,0.067727745,0.0012015566,0.17504731],"genre_scores_gemma":[0.2323232,0.59010625,0.008548394,0.00059273414,0.00093731727,0.000089232875,0.056749795,0.00048225358,0.11017088],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996786,0.000023523202,0.000040353774,0.00007497413,0.00014518459,0.000037379985],"domain_scores_gemma":[0.99964225,0.000086187356,0.00010585304,0.000009424561,0.00011824943,0.000038118105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042572143,0.00046024384,0.00025530785,0.0037938375,0.00030174854,0.0009908557,0.00041725335,0.00021733358,0.014107311],"category_scores_gemma":[0.0005332253,0.00017191397,0.00030471495,0.007839931,0.0002374267,0.0008964262,0.0004843322,0.0002740047,0.0032037713],"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":[0.0001121908,0.000029907544,0.056445513,0.005424683,0.00006890629,0.0006971554,0.0028163665,0.002697582,0.003238256,0.008082677,0.1782664,0.7421204],"study_design_scores_gemma":[0.0000030522278,0.00007484202,0.17400032,0.0022523585,0.00005381828,0.0015186437,0.001862308,0.0003211616,0.0006631762,0.0008768978,0.818331,0.00004247072],"about_ca_topic_score_codex":0.034222584,"about_ca_topic_score_gemma":0.066104904,"teacher_disagreement_score":0.034222584,"about_ca_system_score_codex":0.0013201935,"about_ca_system_score_gemma":0.0012373845,"threshold_uncertainty_score":0.06804675},"labels":[],"label_agreement":null},{"id":"W2921684690","doi":"","title":"Numerical enhancement of a mesoscale model for large-eddy simulation of the wind over steep terrain","year":2018,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mesoscale meteorology; Terrain; Downscaling; Meteorology; Large eddy simulation; Wind power; Wind resource assessment; Environmental science; Geology; Turbulence kinetic energy; Wind speed; Turbulence; Wind direction; Engineering; Geography; Precipitation","score_opus":0.014493642672512063,"score_gpt":0.2664033875903491,"score_spread":0.251909744917837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921684690","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":[0.4136777,0.0015790078,0.53370106,0.001135275,0.0006873444,0.00046632582,0.0014881128,0.0032606414,0.044004507],"genre_scores_gemma":[0.907383,0.00046805386,0.085140906,0.00010584339,0.00009987039,0.00026172094,0.0009637532,0.00020966967,0.0053670728],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998449,0.00004257124,0.000011067709,0.00001754418,0.00006202212,0.000021851667],"domain_scores_gemma":[0.9997223,0.00008131931,0.000029733272,0.00004174582,0.00007829074,0.000046676472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043182308,0.0005160873,0.0004951646,0.00023291101,0.0004338883,0.0009399828,0.0008908329,0.00086734025,0.0014449897],"category_scores_gemma":[0.0013497074,0.00023455657,0.0006725307,0.00039641382,0.00036438176,0.00059350644,0.001011326,0.00094337657,0.00031115883],"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":[0.00005064699,0.000048854534,0.0015675013,0.0000465446,0.000019367402,0.000108696986,0.000042355015,0.9834568,0.0038866876,0.0045753173,0.00086047064,0.005336772],"study_design_scores_gemma":[0.000008528969,0.000009367284,0.00021409613,0.0000028822944,0.000002476926,0.0000055585774,0.000003465704,0.99867517,0.00023028206,0.00022300809,0.0006219852,0.0000031206941],"about_ca_topic_score_codex":0.013923406,"about_ca_topic_score_gemma":0.008970232,"teacher_disagreement_score":0.013923406,"about_ca_system_score_codex":0.00041781215,"about_ca_system_score_gemma":0.00097634626,"threshold_uncertainty_score":0.027684748},"labels":[],"label_agreement":null},{"id":"W2922097792","doi":"10.1007/978-3-030-12815-9_1","title":"Urban Wind Energy: A Wind Engineering and Wind Energy Cross-Roads","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wind power; Meteorology; Environmental science; Wind engineering; Marine engineering; Engineering; Geography; Electrical engineering","score_opus":0.004745143101789182,"score_gpt":0.17829016420412375,"score_spread":0.17354502110233455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922097792","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":[0.015411957,0.14198957,0.022142341,0.0072259945,0.0047322093,0.000045096294,0.00021482377,0.00014632924,0.80809164],"genre_scores_gemma":[0.13068481,0.10979463,0.006404288,0.0011212126,0.002860678,0.00004714221,0.0003621846,0.00021915502,0.74850595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99990225,0.0000145706135,0.0000044086323,0.00001914661,0.000044118984,0.000015539801],"domain_scores_gemma":[0.9999374,0.000016019392,0.0000054092293,0.0000056119193,0.00002561711,0.00000992138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012387629,0.00070331094,0.00027791594,0.0010199307,0.00072468485,0.0026142758,0.0003593303,0.0008280488,0.011291469],"category_scores_gemma":[0.0001864427,0.00040952707,0.00032610234,0.002329455,0.0006576962,0.002756212,0.0009694235,0.0010104144,0.0022903744],"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":[0.000025360992,0.000074484116,0.0010582481,0.0002871929,0.000017416913,0.0002884216,0.0007492732,0.0062352647,0.000995963,0.5393207,0.1424142,0.30853346],"study_design_scores_gemma":[0.0000021956669,0.000026638292,0.0018903032,0.00027630624,0.0000093333965,0.0002471965,0.00092730206,0.0018273015,0.00041901664,0.051827252,0.9425346,0.000012498162],"about_ca_topic_score_codex":0.0035193376,"about_ca_topic_score_gemma":0.0146852555,"teacher_disagreement_score":0.011291469,"about_ca_system_score_codex":0.0008589378,"about_ca_system_score_gemma":0.0006321607,"threshold_uncertainty_score":0.03777373},"labels":[],"label_agreement":null},{"id":"W2922435573","doi":"10.1175/jas-d-18-0312.1","title":"Turbulent Collapse and Recovery in the Stable Boundary Layer Using an Idealized Model of Pressure-Driven Flow with a Surface Energy Budget","year":2019,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Geostrophic wind; Turbulence; Mechanics; Pressure gradient; Boundary layer; Energy budget; Planetary boundary layer; Flow (mathematics); Surface pressure; Turbulence kinetic energy; Geology; Meteorology; Atmospheric sciences; Environmental science; Physics; Thermodynamics","score_opus":0.016237000101816175,"score_gpt":0.22665746626792901,"score_spread":0.21042046616611285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922435573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910575,0.000049699556,0.006201781,0.0001406182,0.000022019829,0.00003253805,0.0002585743,0.0000929114,0.0021443977],"genre_scores_gemma":[0.9983222,0.000028935421,0.0010974387,0.000020046726,0.000007209729,0.000026641335,0.00009848373,0.000013978851,0.00038504746],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998141,0.00006364568,0.00001078673,0.000029928611,0.00002873966,0.000052782445],"domain_scores_gemma":[0.99953103,0.00015608066,0.00009772868,0.000040663028,0.00007749526,0.00009708548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041515747,0.00052393746,0.00070962444,0.00045400963,0.00054632075,0.001022814,0.0008444791,0.0009903215,0.00097245455],"category_scores_gemma":[0.00120683,0.0003578654,0.00080145564,0.00033579272,0.000955894,0.0006725101,0.000557857,0.0006362537,0.000097203236],"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":[0.00006479836,0.000055364802,0.0023371035,0.000009209436,0.000017894754,0.000050237457,0.00001464603,0.99451977,0.0017333451,0.00081566937,0.00007618544,0.0003057796],"study_design_scores_gemma":[0.00003093615,0.000025349624,0.000648095,0.0000013539959,0.0000035595763,0.0000032839516,0.000006811375,0.9989581,0.00017499916,0.00011935614,0.000023620876,0.000004501546],"about_ca_topic_score_codex":0.04389348,"about_ca_topic_score_gemma":0.013266664,"teacher_disagreement_score":0.04389348,"about_ca_system_score_codex":0.0012727263,"about_ca_system_score_gemma":0.0013614874,"threshold_uncertainty_score":0.08727598},"labels":[],"label_agreement":null},{"id":"W2925332764","doi":"","title":"Aeroacoustic Issues of Building Elements","year":2018,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publicity; Engineering; Acoustics; Noise (video); Process (computing); Coupling (piping); Marine engineering; Computer science; Mechanical engineering; Physics","score_opus":0.011008396019217258,"score_gpt":0.2388771176237464,"score_spread":0.22786872160452912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925332764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8484358,0.002875484,0.04562529,0.0008536019,0.0002618712,0.0001271404,0.00014273691,0.00019752848,0.10148056],"genre_scores_gemma":[0.98810893,0.0006550415,0.0025179933,0.00011422856,0.00003495972,0.000015187454,0.0000578609,0.00002410826,0.008471703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865484,0.00014988838,0.000045388177,0.00008900839,0.0008953701,0.00016554809],"domain_scores_gemma":[0.9986467,0.00042699382,0.00015587149,0.00008793144,0.00060629606,0.00007631358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862301,0.00032795992,0.00017844103,0.0004455037,0.0007963174,0.00092348544,0.00044706202,0.0008839116,0.00352337],"category_scores_gemma":[0.0026935786,0.00023519524,0.00016134753,0.00038262387,0.0007911801,0.00061335845,0.0007099708,0.0006453518,0.0007494264],"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":[0.00074996526,0.00018766754,0.05396763,0.00082379836,0.000084727246,0.0082799755,0.0057918546,0.026572768,0.6622087,0.009772315,0.0048190574,0.22674154],"study_design_scores_gemma":[0.00008093699,0.0024429657,0.34404287,0.0005524971,0.00021346172,0.017439403,0.013878747,0.020572726,0.38257974,0.011328558,0.20658655,0.00028154493],"about_ca_topic_score_codex":0.013713334,"about_ca_topic_score_gemma":0.015909445,"teacher_disagreement_score":0.013713334,"about_ca_system_score_codex":0.000541789,"about_ca_system_score_gemma":0.0004860494,"threshold_uncertainty_score":0.027267039},"labels":[],"label_agreement":null},{"id":"W2930677328","doi":"10.1002/9781119097921.ch8","title":"Maximising Impact Through Performance Simulation: The Work of Transsolar Klimaengineering","year":2018,"lang":"en","type":"other","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Abu dhabi; Architectural engineering; Work (physics); Scale (ratio); Civil engineering; Engineering; Energy performance; Computer science; Efficient energy use; Construction engineering; Mechanical engineering; Geography; Cartography","score_opus":0.013322718280894777,"score_gpt":0.23884751412444827,"score_spread":0.2255247958435535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930677328","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":[0.019969001,0.004224459,0.8896972,0.0041327192,0.0006037893,0.00007015586,0.00008274094,0.0015251203,0.07969479],"genre_scores_gemma":[0.43019447,0.008855053,0.53269875,0.0007418248,0.00035297836,0.0001785089,0.00026530726,0.0021746005,0.024538498],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989353,0.00036250713,0.000026620326,0.00012052675,0.00048584002,0.00006917217],"domain_scores_gemma":[0.99863714,0.0007007534,0.000044553668,0.00024797153,0.0002782258,0.00009135238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020102512,0.00087625056,0.00070704945,0.000644534,0.0007289839,0.003156814,0.0011156593,0.0009321691,0.0031968625],"category_scores_gemma":[0.003459305,0.00046806075,0.0006043668,0.00073825405,0.0024112505,0.002657924,0.0023628452,0.002938325,0.0010127418],"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":[0.00006578575,0.000103042876,0.0011330928,0.00023574987,0.00006453808,0.00011780914,0.001206583,0.53230906,0.008706428,0.23691937,0.011219749,0.20791884],"study_design_scores_gemma":[0.000042342494,0.000107687876,0.000339063,0.00021206468,0.000029766079,0.00016348767,0.0004044387,0.65321064,0.010056592,0.13310695,0.20224157,0.000085410786],"about_ca_topic_score_codex":0.0021742336,"about_ca_topic_score_gemma":0.0014384559,"teacher_disagreement_score":0.0031968625,"about_ca_system_score_codex":0.0010716001,"about_ca_system_score_gemma":0.0011453289,"threshold_uncertainty_score":0.010694563},"labels":[],"label_agreement":null},{"id":"W2932251442","doi":"10.1007/978-3-030-05636-0_2","title":"A Review of Wind Energy Resource Assessment in the Urban Environment","year":2019,"lang":"en","type":"review","venue":"Lecture notes in energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Resource (disambiguation); Environmental resource management; Wind power; Environmental science; Wind resource assessment; Energy (signal processing); Environmental planning; Geography; Computer science; Meteorology; Engineering; Wind direction; Wind speed; Electrical engineering; Mathematics; Statistics","score_opus":0.018396532634542554,"score_gpt":0.26996660627942104,"score_spread":0.2515700736448785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932251442","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":[0.00006737291,0.99887055,0.00019563182,0.00019008541,0.00020234718,0.000003499421,0.000029126115,0.000003921738,0.00043749737],"genre_scores_gemma":[0.0004357501,0.9988451,0.00026347273,0.00011294275,0.00015002162,0.0000035234827,0.00003169765,0.0000012464241,0.00015622679],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994629,0.00009863124,0.000112108646,0.000102628364,0.00018913367,0.00003459358],"domain_scores_gemma":[0.99790937,0.0012288858,0.0002586376,0.000046316447,0.0004751784,0.00008160075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015256657,0.0014187895,0.002373779,0.005157142,0.00033268926,0.0017113457,0.0015019823,0.0015678088,0.003939677],"category_scores_gemma":[0.0025434084,0.0005588197,0.00097402395,0.0080124065,0.0006304801,0.002444884,0.0009962574,0.0012974871,0.0012313483],"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":[0.00005119935,0.00006705772,0.00029113438,0.061766673,0.00018487687,0.00012132212,0.000057628033,0.00090920174,0.0007670333,0.003904052,0.028051775,0.903828],"study_design_scores_gemma":[0.000019371988,0.00012275613,0.0019082208,0.032111138,0.0005222022,0.0005493983,0.00017100408,0.0003211906,0.00049033295,0.0035168866,0.9602118,0.00005562385],"about_ca_topic_score_codex":0.0038486999,"about_ca_topic_score_gemma":0.007648646,"teacher_disagreement_score":0.005157142,"about_ca_system_score_codex":0.00092185335,"about_ca_system_score_gemma":0.0027185536,"threshold_uncertainty_score":0.013179541},"labels":[],"label_agreement":null},{"id":"W2933825197","doi":"10.2749/vancouver.2017.0002","title":"Developments in the wind engineering of tall buildings","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Serviceability (structure); Wind engineering; Engineering design process; Engineering; Architectural engineering; Tuned mass damper; Civil engineering; Structural engineering; Mechanical engineering","score_opus":0.01250018582280578,"score_gpt":0.23356831751468493,"score_spread":0.22106813169187914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933825197","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":[0.03538886,0.02973374,0.77891284,0.0033112804,0.001867484,0.00013091965,0.00018344967,0.0003685546,0.15010285],"genre_scores_gemma":[0.5313616,0.053674873,0.31915572,0.00075247244,0.001862588,0.00014751048,0.0004018349,0.00033256368,0.09231086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992262,0.00019885195,0.00003879413,0.000090138004,0.00038841311,0.000057489557],"domain_scores_gemma":[0.99919397,0.00029558726,0.000064519445,0.00008992723,0.0002878695,0.00006803338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008093127,0.00053736934,0.0003340562,0.00089223974,0.0005144407,0.0017119534,0.00065450976,0.00084358675,0.0061643627],"category_scores_gemma":[0.0016197129,0.00047950906,0.00044283015,0.0011898233,0.0012410755,0.0015549102,0.0010137487,0.0017227518,0.0017816678],"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":[0.0000269147,0.000079833124,0.0019249292,0.0004410173,0.000018967563,0.0002884248,0.00045783384,0.10784596,0.0056191725,0.49315003,0.008115878,0.38203114],"study_design_scores_gemma":[0.000011466771,0.0002835079,0.00454688,0.00047108883,0.000017349896,0.0005444529,0.00062167365,0.1869028,0.0032192771,0.27090633,0.53239346,0.000081777056],"about_ca_topic_score_codex":0.0032137993,"about_ca_topic_score_gemma":0.004197974,"teacher_disagreement_score":0.0061643627,"about_ca_system_score_codex":0.00069955917,"about_ca_system_score_gemma":0.0006659993,"threshold_uncertainty_score":0.020621896},"labels":[],"label_agreement":null},{"id":"W2936538166","doi":"10.1680/jencm.18.00024","title":"Downwind flow behaviours of cuboid-shaped obstacles: modelling and experiments","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering and Computational Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"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 Hong Kong; Hong Kong University of Science and Technology; Canada Excellence Research Chairs, Government of Canada","keywords":"Cuboid; Computational fluid dynamics; Wake; Mechanics; Computation; Turbulence; Inflow; Robustness (evolution); Perturbation (astronomy); Environmental science; Computer science; Physics; Mathematics; Geometry; Algorithm","score_opus":0.008505403789232816,"score_gpt":0.18726932903421215,"score_spread":0.17876392524497933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936538166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487334,0.000063380714,0.0038874503,0.000029193618,0.000018910323,0.000047284037,0.0001742437,0.00011201886,0.00079411187],"genre_scores_gemma":[0.9968664,0.00006772773,0.002438671,0.0000058436735,0.000002687345,0.000033046228,0.00014437799,0.0000107206015,0.00043053777],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968755,0.00004176866,0.00002021155,0.00007107989,0.000084112544,0.000095236304],"domain_scores_gemma":[0.99886394,0.0005043378,0.000119141674,0.00017018133,0.00019731798,0.00014500735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005532288,0.0005685542,0.00065801037,0.0005811387,0.0004260476,0.00066568615,0.0006878833,0.0008117147,0.00086398155],"category_scores_gemma":[0.0011847279,0.0002460423,0.00041868634,0.00044514608,0.0007568478,0.0005866404,0.0006186751,0.0006044423,0.0001915089],"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":[0.0013197598,0.0019431874,0.01980932,0.00024150239,0.000042941512,0.0007573558,0.00091426144,0.86255246,0.09277204,0.0019552005,0.0009173983,0.016774602],"study_design_scores_gemma":[0.00005976437,0.0010586247,0.005886801,0.000023628147,0.000017658565,0.00007436803,0.00029766167,0.9626235,0.028937388,0.00041010766,0.0005736885,0.000036840906],"about_ca_topic_score_codex":0.0047077755,"about_ca_topic_score_gemma":0.0025395078,"teacher_disagreement_score":0.0047077755,"about_ca_system_score_codex":0.00040077724,"about_ca_system_score_gemma":0.0005428947,"threshold_uncertainty_score":0.00936079},"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":"W2943313660","doi":"10.1016/j.ymssp.2019.04.045","title":"Similitude laws for the structural response of flat plates under a turbulent boundary layer excitation","year":2019,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Similitude; Vibration; Boundary layer; A priori and a posteriori; Turbulence; Scaling; Mathematics; Scaling law; Boundary value problem; Wind tunnel; Boundary (topology); Flow (mathematics); Mathematical analysis; Mechanics; Geometry; Physics; Acoustics","score_opus":0.019051750857768737,"score_gpt":0.2511036853977156,"score_spread":0.23205193453994688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943313660","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":[0.1944412,0.00075894396,0.76977724,0.0008859873,0.00015593987,0.00011259639,0.00017396199,0.00041484105,0.033279292],"genre_scores_gemma":[0.965144,0.0004891533,0.019083966,0.00024027546,0.000110256624,0.0001075135,0.00011505226,0.00018763657,0.014522265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978155,0.000050385916,0.000008375067,0.000046086465,0.000080437174,0.000033231165],"domain_scores_gemma":[0.9975612,0.0014973623,0.00035393637,0.00015679866,0.00032888245,0.00010175495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008953528,0.0005309894,0.00024263526,0.0008451512,0.00026980796,0.0005829928,0.0007700139,0.00086019345,0.0042289803],"category_scores_gemma":[0.0046797073,0.00021158415,0.00047838825,0.00028601516,0.0012859612,0.0009374816,0.00071452087,0.001118085,0.00047569943],"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":[0.00019047769,0.00013418379,0.00297999,0.00034260534,0.00005517995,0.000599507,0.0015044778,0.27708754,0.10261316,0.5861151,0.0025586186,0.025819195],"study_design_scores_gemma":[0.000011313295,0.000040871226,0.0031891633,0.000018607041,0.000007709319,0.00019572067,0.000116666364,0.94073296,0.0035787257,0.051446334,0.0006309613,0.000030972824],"about_ca_topic_score_codex":0.0013626238,"about_ca_topic_score_gemma":0.0007839018,"teacher_disagreement_score":0.0042289803,"about_ca_system_score_codex":0.0004440689,"about_ca_system_score_gemma":0.00021463874,"threshold_uncertainty_score":0.014147341},"labels":[],"label_agreement":null},{"id":"W2944619403","doi":"10.1016/j.engstruct.2019.04.058","title":"A practical modelling technique to assess the performance of wood-frame roofs under extreme wind loads","year":2019,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Science and Engineering Research Council; Institute for Catastrophic Loss Reduction; Oregon State University; Colorado State University","keywords":"Roof; Structural engineering; Stiffness; Wind engineering; Framing (construction); Engineering; Environmental science; Geotechnical engineering","score_opus":0.022389885651538367,"score_gpt":0.23862323270619745,"score_spread":0.21623334705465908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944619403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7805242,0.00006603319,0.21186408,0.000034752207,0.000021309806,0.000107081396,0.0002557566,0.00043615274,0.0066906223],"genre_scores_gemma":[0.9784693,0.000040569896,0.020659208,0.0000026132925,0.0000018835731,0.000044461936,0.00008914774,0.000021288968,0.00067151757],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980503,0.000041727577,0.000008720107,0.000021085149,0.00009495265,0.000028540013],"domain_scores_gemma":[0.9996666,0.0001338531,0.000034826706,0.000066860164,0.0000835235,0.000014410682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046722134,0.0005240129,0.0003283491,0.00043949755,0.00048103556,0.00039620092,0.00044597493,0.0006553206,0.0015698681],"category_scores_gemma":[0.00079127663,0.00025093113,0.0003853848,0.00035770595,0.0002984887,0.00034954873,0.00026799363,0.00033128465,0.0003565307],"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":[0.00022825046,0.000181778,0.0060743713,0.000120958226,0.000024629664,0.00015409582,0.0002196567,0.7914274,0.15975516,0.0015866078,0.00038355013,0.03984356],"study_design_scores_gemma":[0.000013800861,0.00069697533,0.008925866,0.000011271973,0.000020878286,0.00010987105,0.00014557313,0.94394934,0.04494281,0.00037743567,0.0007847365,0.000021472526],"about_ca_topic_score_codex":0.0016903629,"about_ca_topic_score_gemma":0.0030103705,"teacher_disagreement_score":0.0016903629,"about_ca_system_score_codex":0.0002079269,"about_ca_system_score_gemma":0.00038396544,"threshold_uncertainty_score":0.0052517056},"labels":[],"label_agreement":null},{"id":"W2945758989","doi":"10.1016/j.apenergy.2019.04.192","title":"Modeling building resilience against extreme weather by integrated CityFFD and CityBEM simulations","year":2019,"lang":"en","type":"article","venue":"Applied Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Microclimate; Building energy simulation; Resilience (materials science); Energy modeling; Energy consumption; Architectural engineering; Civil engineering; Environmental science; Greenhouse gas; Extreme weather; Building design; Urbanization; Computer science; Engineering; Meteorology; Climate change; Geography; Energy performance","score_opus":0.010152899795848313,"score_gpt":0.19933148832590158,"score_spread":0.18917858853005326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945758989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9229496,0.00021966976,0.04670465,0.0007995636,0.00012836707,0.000069598806,0.0014566071,0.00054634677,0.02712557],"genre_scores_gemma":[0.9926191,0.000047618287,0.0055295425,0.00004702099,0.000009846157,0.000041759562,0.0002993159,0.00005132924,0.0013544655],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997178,0.00007086354,0.000011890902,0.00005782711,0.000040394665,0.000101199395],"domain_scores_gemma":[0.9991689,0.00037150463,0.00008841041,0.000111586356,0.00012705092,0.00013262207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062294403,0.0006453912,0.000990725,0.0008497167,0.00091041473,0.0014777544,0.0015693046,0.0024272234,0.004160675],"category_scores_gemma":[0.0024517344,0.00082894875,0.0010826127,0.00094760285,0.0010682493,0.0015587661,0.0019579327,0.0012244129,0.0003305319],"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":[0.000015297923,0.00001768616,0.00055607944,0.0000042943816,0.000011235213,0.000013780828,0.000009784408,0.99804974,0.0000728013,0.0006021199,0.000085136555,0.0005620623],"study_design_scores_gemma":[0.000008772438,0.0000067212527,0.00022758413,0.0000024669837,0.0000045147167,0.0000020172238,0.000015010572,0.9991844,0.0000558324,0.00035071655,0.0001381508,0.0000037405302],"about_ca_topic_score_codex":0.08318667,"about_ca_topic_score_gemma":0.04929548,"teacher_disagreement_score":0.08318667,"about_ca_system_score_codex":0.0019438502,"about_ca_system_score_gemma":0.0018061936,"threshold_uncertainty_score":0.16540498},"labels":[],"label_agreement":null},{"id":"W2950946722","doi":"10.2514/6.2019-3295","title":"Aerodynamic Characteristics of Tubercled Slotted Flaps","year":2019,"lang":"en","type":"article","venue":"AIAA Aviation 2019 Forum","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Aerodynamics; Computer science; Aerospace engineering; Automotive engineering; Engineering","score_opus":0.0026975036976003837,"score_gpt":0.18748850668685024,"score_spread":0.18479100298924986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950946722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952963,0.00006306734,0.0023634268,0.000011696129,0.000013713889,0.000005911588,0.000068511465,0.000029618805,0.0021476725],"genre_scores_gemma":[0.9987055,0.000023512433,0.0006022768,0.0000051171146,0.0000026443365,0.0000032027215,0.000079448364,0.000005682054,0.00057269627],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990356,0.000013345287,0.000004298138,0.000016704995,0.000037572623,0.000024489993],"domain_scores_gemma":[0.9995851,0.00015898624,0.000041074163,0.00003643261,0.00011907758,0.00005940434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016328882,0.0001508147,0.00013880889,0.0001991349,0.00013922618,0.00022502037,0.00017975253,0.0002568183,0.0033238526],"category_scores_gemma":[0.0005298947,0.00007571181,0.00016493203,0.00018177653,0.00017711816,0.0002488436,0.00022756502,0.00021986593,0.0003650448],"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":[0.0023773445,0.00025881777,0.026613306,0.00013538616,0.000050130973,0.0013474785,0.00041922586,0.057392836,0.8050488,0.0024071005,0.0018905804,0.102058955],"study_design_scores_gemma":[0.00020261465,0.008437203,0.40270847,0.00008452738,0.000073440766,0.0053303787,0.0014166092,0.42255056,0.14820032,0.0013837817,0.009442278,0.00016978564],"about_ca_topic_score_codex":0.00026499626,"about_ca_topic_score_gemma":0.00019158432,"teacher_disagreement_score":0.0033238526,"about_ca_system_score_codex":0.00009057098,"about_ca_system_score_gemma":0.00007963321,"threshold_uncertainty_score":0.011119425},"labels":[],"label_agreement":null},{"id":"W2952315006","doi":"10.1002/rem.21605","title":"Automated continuous monitoring and response to toxic subsurface vapors entering overlying buildings—Selected observations, implications and considerations","year":2019,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Environmental science; Key (lock); Intrusion; Instrumentation (computer programming); Characterization (materials science); Computer science; Intrusion detection system; Environmental remediation; Sampling (signal processing); Software deployment; Real-time computing; Contamination; Computer security; Geology; Materials science; Telecommunications; Nanotechnology","score_opus":0.018532556440732893,"score_gpt":0.2538918752267268,"score_spread":0.2353593187859939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952315006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890322,0.00013879238,0.008419064,0.00018905236,0.000012468809,0.00009264622,0.00023213091,0.00024391901,0.0016397563],"genre_scores_gemma":[0.9940105,0.00009121108,0.0054947603,0.000015988824,0.000009446074,0.000018333883,0.000089201305,0.000007819854,0.00026269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997254,0.000056515782,0.00001227002,0.000049245544,0.00012899164,0.00002763716],"domain_scores_gemma":[0.9995065,0.00014877596,0.000065411026,0.000041880507,0.00021215093,0.000025291054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046175308,0.00028324372,0.00020954937,0.00033146818,0.000319266,0.00052798796,0.0004889605,0.0003766684,0.0004364357],"category_scores_gemma":[0.0005782177,0.00010419981,0.00010529625,0.00031545767,0.00022776885,0.00047268588,0.00019863843,0.0002471671,0.0001245063],"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":[0.0011292397,0.0010987949,0.44103003,0.00036855,0.00006221951,0.0006745332,0.0006819619,0.022920774,0.28281888,0.0003357514,0.0021432901,0.24673602],"study_design_scores_gemma":[0.00010492299,0.0024352649,0.6990606,0.0000537867,0.000093165,0.0004477156,0.0021258702,0.16035955,0.13019866,0.0004874575,0.004564391,0.00006854694],"about_ca_topic_score_codex":0.009197647,"about_ca_topic_score_gemma":0.016370023,"teacher_disagreement_score":0.009197647,"about_ca_system_score_codex":0.00045158455,"about_ca_system_score_gemma":0.0003228576,"threshold_uncertainty_score":0.018288255},"labels":[],"label_agreement":null},{"id":"W2952566240","doi":"","title":"Validation of the nocturnal boundary layer technique","year":2004,"lang":"en","type":"article","venue":"26th Agricultural and Forest Meteorology/13th Air Pollution/5th Urban Environment/16th Biometeorology and Aerobiology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Nocturnal; Layer (electronics); Boundary layer; Computer science; Environmental science; Medicine; Engineering; Materials science; Aerospace engineering","score_opus":0.006855411661253391,"score_gpt":0.19088102899185944,"score_spread":0.18402561733060604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952566240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5406056,0.0005239061,0.44373485,0.00020227459,0.0005205866,0.00009964368,0.0010025206,0.0045762323,0.008734417],"genre_scores_gemma":[0.8236513,0.00015327077,0.17177828,0.000103266044,0.000047908587,0.00007160463,0.0013024686,0.00035632256,0.002535602],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995559,0.00012293267,0.000020415888,0.00011395129,0.00014140748,0.00004536687],"domain_scores_gemma":[0.9985929,0.0004405336,0.00007337904,0.00031352864,0.0004981425,0.00008144759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013340934,0.00039453257,0.00032111892,0.0004732016,0.00050429796,0.00073362805,0.00073927594,0.0008783729,0.0018608015],"category_scores_gemma":[0.0027093494,0.00016967556,0.00033123567,0.0002819018,0.00018160882,0.0007081537,0.00072366174,0.00050686364,0.00086565054],"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":[0.0013277625,0.0005995037,0.04330791,0.0002688214,0.00023928002,0.00019162448,0.00041779343,0.06603594,0.3300622,0.0039114626,0.0047896393,0.54884803],"study_design_scores_gemma":[0.00020897521,0.00036909032,0.030381095,0.000058543104,0.00012623766,0.00022364248,0.00012509138,0.87031394,0.08872328,0.0009199164,0.008483635,0.00006648687],"about_ca_topic_score_codex":0.004256672,"about_ca_topic_score_gemma":0.004410187,"teacher_disagreement_score":0.004256672,"about_ca_system_score_codex":0.00024153866,"about_ca_system_score_gemma":0.00076635415,"threshold_uncertainty_score":0.0084638},"labels":[],"label_agreement":null},{"id":"W2952998240","doi":"10.1175/jas-d-18-0209.1","title":"Solutions to the 3D Transport Equation and 1D Diffusion Equation for Passive Tracers in the Atmospheric Boundary Layer and Their Applications","year":2019,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","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":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Diffusion equation; Thermal diffusivity; Diffusion; Flux (metallurgy); Exponential function; Inverse; Physics; Convection–diffusion equation; Planetary boundary layer; Boundary value problem; Mechanics; Mathematical analysis; Boundary layer; Thermodynamics; Materials science; Mathematics; Geometry; Quantum mechanics","score_opus":0.02054947716675918,"score_gpt":0.23550532897700946,"score_spread":0.2149558518102503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952998240","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":[0.043737434,0.0016684115,0.9414825,0.0013487763,0.0003142854,0.000093628994,0.0002826736,0.00015345044,0.0109187355],"genre_scores_gemma":[0.67746115,0.0032821575,0.29322815,0.00073159265,0.0004450166,0.00049558934,0.0005670386,0.00019395346,0.02359538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997669,0.00007188533,0.000018524079,0.000040887455,0.00007338113,0.00002850982],"domain_scores_gemma":[0.99929106,0.00035135946,0.00009827883,0.000028779767,0.00019542489,0.000034981593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010187896,0.0008235164,0.00065392116,0.0009320434,0.000509644,0.0011578894,0.00079497165,0.002542048,0.001795144],"category_scores_gemma":[0.0035122877,0.00048180216,0.0014008844,0.0006725874,0.0011133013,0.0012361417,0.0012575897,0.0013198082,0.00027946394],"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":[0.00003162518,0.000043033426,0.0015993867,0.00016962606,0.000027973982,0.0002941607,0.00019554119,0.74765956,0.0070751873,0.22720447,0.0014452336,0.01425422],"study_design_scores_gemma":[0.0000048582942,0.0000052766272,0.000111137975,0.000007542635,0.0000024164012,0.000028724811,0.000011990052,0.98710454,0.00028941865,0.011608548,0.0008164144,0.000009031176],"about_ca_topic_score_codex":0.012048716,"about_ca_topic_score_gemma":0.0040149926,"teacher_disagreement_score":0.012048716,"about_ca_system_score_codex":0.0012636116,"about_ca_system_score_gemma":0.0014514573,"threshold_uncertainty_score":0.023957193},"labels":[],"label_agreement":null},{"id":"W2955428159","doi":"","title":"The Canopy and Aerosol Particles Interaction in Toulouse Urban Layer (CAPITOUL) experiment: first results","year":2004,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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":"University of British Columbia; Western University","funders":"","keywords":"Environmental science; Planetary boundary layer; Aerosol; Atmospheric sciences; Urban climatology; Boundary layer; Urban heat island; Atmosphere (unit); Radiosonde; Meteorology; Urban climate; Turbulence; Geography; Urban planning; Geology","score_opus":0.014492642761932366,"score_gpt":0.22708723578648346,"score_spread":0.21259459302455108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955428159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995814,0.00009804836,0.0013024078,0.00008542409,0.000017225451,0.00005324873,0.00061945844,0.00025329858,0.0017567942],"genre_scores_gemma":[0.99528885,0.000088420966,0.0019418176,0.00012438996,0.00002085757,0.00006425074,0.0009758579,0.00009358748,0.0014020001],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997795,0.000058629616,0.0000046877462,0.00004275846,0.000041959993,0.000072517796],"domain_scores_gemma":[0.99950147,0.00019525699,0.00003151153,0.000086445034,0.0000642989,0.00012105459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006239188,0.00053408626,0.00067925063,0.0002807474,0.0011087608,0.0007346583,0.0006851452,0.001102282,0.001840765],"category_scores_gemma":[0.00048307373,0.00023538165,0.00055423076,0.0003629371,0.00045169538,0.0004097768,0.00060214836,0.00056679384,0.0003792318],"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":[0.021658657,0.0064857397,0.119659916,0.00059214816,0.0010145428,0.0015285142,0.0014307121,0.044413105,0.7518319,0.0013669993,0.009255771,0.04076196],"study_design_scores_gemma":[0.0020428116,0.0042077317,0.73151654,0.00004048124,0.0004883317,0.0001855962,0.0007377841,0.058656488,0.19618882,0.0006586053,0.0050958516,0.00018099611],"about_ca_topic_score_codex":0.045064293,"about_ca_topic_score_gemma":0.04380949,"teacher_disagreement_score":0.045064293,"about_ca_system_score_codex":0.0006098778,"about_ca_system_score_gemma":0.0006001407,"threshold_uncertainty_score":0.08960402},"labels":[],"label_agreement":null},{"id":"W2965781367","doi":"10.11159/htff19.199","title":"Effectiveness Of Air Curtains As Thermal And Smoke Barrier Against High Gradients Of Flow Parameters","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoke; Thermal; Environmental science; Flow (mathematics); Materials science; Petroleum engineering; Mechanics; Computer science; Meteorology; Engineering; Physics","score_opus":0.0035813973317878477,"score_gpt":0.18146424255317758,"score_spread":0.17788284522138972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965781367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98547286,0.00105126,0.011945886,0.000035874295,0.00003587081,0.000020732692,0.000025473691,0.00009522515,0.0013169561],"genre_scores_gemma":[0.9956233,0.00029348454,0.0035556704,0.000012730345,0.000008441588,0.0000065526074,0.00001938334,0.00000969664,0.0004707296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980587,0.000034852197,0.000009643592,0.000033246684,0.00007153198,0.0000449359],"domain_scores_gemma":[0.99963796,0.00013349563,0.0001051106,0.000024657074,0.0000663582,0.000032424345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027242873,0.00037737357,0.0003699679,0.00019015078,0.00023087779,0.0005264462,0.00027935285,0.0003355652,0.0007268341],"category_scores_gemma":[0.00061387895,0.00018693096,0.00024560167,0.000056253964,0.0002567855,0.00042053693,0.00028375347,0.00021521846,0.00013896225],"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":[0.00033874865,0.000094822426,0.004436095,0.0003160392,0.000027877315,0.00016841764,0.00008114978,0.01531433,0.96182126,0.00036115188,0.00008491441,0.016955202],"study_design_scores_gemma":[0.000025943345,0.0020950339,0.012221694,0.000035206547,0.000083528554,0.00030968396,0.00020648018,0.07877131,0.9041934,0.00013610414,0.0018945122,0.000027110564],"about_ca_topic_score_codex":0.00043655804,"about_ca_topic_score_gemma":0.0007560235,"teacher_disagreement_score":0.0007268341,"about_ca_system_score_codex":0.0001003656,"about_ca_system_score_gemma":0.00019492554,"threshold_uncertainty_score":0.0024315715},"labels":[],"label_agreement":null},{"id":"W2966695732","doi":"","title":"Répercussions de la certification WELL.v2 sur la performance environnementale du cycle de vie d'un bâtiment","year":2019,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","score_opus":0.005330596413947056,"score_gpt":0.1770092106790887,"score_spread":0.17167861426514164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966695732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313294,0.00071670394,0.014825312,0.0021346952,0.00020567268,0.00025651875,0.00048638709,0.00032147166,0.04972373],"genre_scores_gemma":[0.97444195,0.00018099301,0.003974945,0.00016122925,0.000013205027,0.00006681681,0.0002517382,0.000089780995,0.02081929],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.994365,0.001532483,0.00015880934,0.00065850455,0.0023825073,0.00090274937],"domain_scores_gemma":[0.9892993,0.0028277182,0.00086349365,0.0009783475,0.0048687067,0.0011624909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069758357,0.0005196641,0.0003076756,0.0008896857,0.0017436211,0.0030597537,0.00074760686,0.0013347886,0.007039119],"category_scores_gemma":[0.008776872,0.00046193376,0.00053781155,0.0006444667,0.0015974445,0.0019540016,0.0017724009,0.0011858863,0.0008045825],"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":[0.0032317168,0.0019382267,0.33025965,0.00089303823,0.0002144686,0.0019428959,0.014313973,0.08882633,0.08227776,0.09140412,0.020236813,0.36446092],"study_design_scores_gemma":[0.000242974,0.009197747,0.64635545,0.0005358415,0.00022330639,0.0006676413,0.019541014,0.04170898,0.102873676,0.017930215,0.16014485,0.00057824183],"about_ca_topic_score_codex":0.064728744,"about_ca_topic_score_gemma":0.10427185,"teacher_disagreement_score":0.064728744,"about_ca_system_score_codex":0.004143567,"about_ca_system_score_gemma":0.005765916,"threshold_uncertainty_score":0.12870395},"labels":[],"label_agreement":null},{"id":"W2969774566","doi":"10.1016/j.buildenv.2019.106350","title":"CFD simulation of external CHTC on a high-rise building with and without façade appurtenances","year":2019,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Computational fluid dynamics; Microclimate; Aerodynamics; Turbulence; Wind tunnel; Structural engineering; Heat transfer; Engineering; Materials science; Meteorology; Aerospace engineering; Mechanics; Physics; Ecology","score_opus":0.006868630291585651,"score_gpt":0.20839880059435595,"score_spread":0.2015301703027703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969774566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96654755,0.00007704753,0.005450909,0.0001927253,0.00008975106,0.00005031871,0.0006520761,0.00019973937,0.02673985],"genre_scores_gemma":[0.99631834,0.000027507689,0.00068518956,0.000019608004,0.000007447741,0.0000127201965,0.00017916546,0.000022147275,0.0027277663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971956,0.000036035573,0.000010049132,0.0000429864,0.000061230974,0.00013018644],"domain_scores_gemma":[0.9994931,0.0002210207,0.00003824918,0.000040406587,0.00009548413,0.00011170286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022492856,0.0006075123,0.0010528218,0.0006579323,0.0013161201,0.0014472378,0.0010366406,0.0021938058,0.006246555],"category_scores_gemma":[0.00078605046,0.00048699128,0.0010003905,0.0008594651,0.0017103782,0.0005424607,0.0008208874,0.00091519684,0.00039841223],"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":[0.0001054381,0.00006746397,0.002232543,0.000021168013,0.000010943024,0.00023730518,0.00004494665,0.9941467,0.0011466435,0.00049673615,0.00025412606,0.0012360129],"study_design_scores_gemma":[0.000031325395,0.000058245645,0.0029573613,0.00000789695,0.000011019574,0.000022941414,0.0001076153,0.9956768,0.0007576226,0.00010331423,0.00025111766,0.000014816555],"about_ca_topic_score_codex":0.094201945,"about_ca_topic_score_gemma":0.041208442,"teacher_disagreement_score":0.094201945,"about_ca_system_score_codex":0.0013145229,"about_ca_system_score_gemma":0.0016656758,"threshold_uncertainty_score":0.1873073},"labels":[],"label_agreement":null},{"id":"W2970165717","doi":"10.1175/jas-d-18-0261.1","title":"Climatological Features of the Weakly and Very Stably Stratified Nocturnal Boundary Layers. Part I: State Variables Containing Information about Regime Occupation","year":2019,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Turbulence; Turbulence kinetic energy; Wind shear; Boundary layer; Wind speed; Stratification (seeds); Meteorology; Reynolds number; Mechanics; Physics; Statistical physics; Mathematics; Atmospheric sciences","score_opus":0.00848733137590333,"score_gpt":0.21824301194396228,"score_spread":0.20975568056805896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970165717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99680185,0.000054618034,0.00087052357,0.000024670406,0.0000036788308,0.000008305505,0.0013516276,0.000029946315,0.0008546783],"genre_scores_gemma":[0.9988255,0.000010873702,0.00030799038,0.000002060193,0.0000023218709,0.000004060409,0.00077036343,0.0000025025786,0.00007421775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999428,0.000012204457,0.0000050547656,0.000016369477,0.000010959385,0.000012715463],"domain_scores_gemma":[0.9995846,0.00016774327,0.00010063564,0.000030504272,0.000053837517,0.000062574414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026561166,0.00013617611,0.00014687204,0.0007546595,0.00021971234,0.00039368833,0.00012626515,0.00020388815,0.0012213081],"category_scores_gemma":[0.0007914064,0.00011079697,0.0002501023,0.00053232134,0.0001747535,0.00021997414,0.0002057842,0.00020879807,0.0001796225],"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":[0.0002494552,0.000057670048,0.96110123,0.00004398739,0.000099668374,0.000115959214,0.00023871836,0.009933394,0.015298059,0.0006432918,0.0008399554,0.011378526],"study_design_scores_gemma":[0.0000031363008,0.000014244795,0.9859394,0.0000038806375,0.000008084566,0.000022295904,0.000051993513,0.013274071,0.00039411642,0.00014512338,0.00013806457,0.0000055666605],"about_ca_topic_score_codex":0.0093699405,"about_ca_topic_score_gemma":0.012125726,"teacher_disagreement_score":0.0093699405,"about_ca_system_score_codex":0.00021711776,"about_ca_system_score_gemma":0.00012163476,"threshold_uncertainty_score":0.018630803},"labels":[],"label_agreement":null},{"id":"W2970588893","doi":"10.1175/jas-d-19-0078.1","title":"Climatological Features of the Weakly and Very Stably Stratified Nocturnal Boundary Layers. Part II: Regime Occupation and Transition Statistics and the Influence of External Drivers","year":2019,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Los Alamos National Laboratory; Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; Universität Hamburg; Projektträger Jülich; Institut Polaire Français Paul Emile Victor; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Karlsruhe Institute of Technology","keywords":"Overcast; Boundary layer; Nocturnal; Climatology; Geostrophic wind; Atmospheric sciences; Physics; Environmental science; Geology; Meteorology; Sky; Mechanics","score_opus":0.0058662848885091615,"score_gpt":0.2124072107825674,"score_spread":0.20654092589405826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970588893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99766135,0.00006944038,0.0010993469,0.000012236213,0.000002665796,0.000006498486,0.00056550413,0.000026317239,0.0005566442],"genre_scores_gemma":[0.9993273,0.000010476449,0.00018348002,0.0000013763804,0.0000014946867,0.0000031316938,0.00040999101,0.0000047299022,0.000057969366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999254,0.00001544127,0.000007155264,0.000022452565,0.000010461158,0.000019040277],"domain_scores_gemma":[0.999276,0.0003529423,0.00014264334,0.000052711843,0.00006774152,0.00010804438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003935968,0.0000972112,0.00014225255,0.00074402965,0.00017104232,0.00043273254,0.00016729216,0.00016126278,0.0011945833],"category_scores_gemma":[0.001005905,0.00010458336,0.00027665676,0.000377222,0.00018460829,0.00022157203,0.00024123464,0.00017691543,0.00015624642],"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":[0.0003058547,0.0000463315,0.9583939,0.00004069795,0.00009495416,0.00015371862,0.00024125881,0.006987807,0.02005694,0.0007006698,0.0004622313,0.012515615],"study_design_scores_gemma":[0.000003042036,0.000017410473,0.9829695,0.0000038453686,0.000007626025,0.000033630567,0.00007173672,0.01611991,0.00043007196,0.00020064451,0.00013600105,0.0000065983963],"about_ca_topic_score_codex":0.0068585468,"about_ca_topic_score_gemma":0.0066005657,"teacher_disagreement_score":0.0068585468,"about_ca_system_score_codex":0.0002377921,"about_ca_system_score_gemma":0.00012526869,"threshold_uncertainty_score":0.013637245},"labels":[],"label_agreement":null},{"id":"W2970743825","doi":"10.1175/jas-d-18-0274.1","title":"Climatological Features of the Weakly and Very Stably Stratified Nocturnal Boundary Layers. Part III: The Structure of Meteorological State Variables in Persistent Regime Nights and across Regime Transitions","year":2019,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","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":"University of Victoria","funders":"Los Alamos National Laboratory; Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; Universität Hamburg; Projektträger Jülich; Institut Polaire Français Paul Emile Victor; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Karlsruhe Institute of Technology","keywords":"Advection; Sunset; Atmospheric sciences; Boundary layer; Turbulence; Planetary boundary layer; Nocturnal; Kinetic energy; Sunrise; Environmental science; Geology; Climatology; Physics; Meteorology; Mechanics; Thermodynamics","score_opus":0.009928751921470044,"score_gpt":0.22192688449335585,"score_spread":0.2119981325718858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970743825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999065,0.000028446771,0.00023074177,0.000009213912,0.0000016823778,0.0000036518104,0.00028549382,0.0000087311455,0.00036701668],"genre_scores_gemma":[0.9994672,0.0000076253104,0.0000886912,0.0000020779469,0.0000011805148,0.0000023183516,0.00035395817,0.0000017532511,0.00007519885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999614,0.0000058174974,0.00000257685,0.000011021156,0.0000067786536,0.000012422561],"domain_scores_gemma":[0.999728,0.00007015702,0.000073160765,0.000017573544,0.00004173101,0.00006933325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001726415,0.00009713031,0.00011717761,0.00040423017,0.00018811609,0.0003596624,0.00013601831,0.00015179865,0.00071387185],"category_scores_gemma":[0.00047331487,0.00010437564,0.00018958142,0.00023884415,0.00014930955,0.00014167994,0.00025290716,0.00018580204,0.00009524265],"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":[0.00035311593,0.0000662744,0.9539366,0.000035780704,0.00008534028,0.00013504758,0.000446897,0.0032417988,0.031989597,0.00046989424,0.00044418703,0.008795529],"study_design_scores_gemma":[0.0000020446014,0.00001781634,0.9966409,0.0000016714818,0.0000032609134,0.000012017568,0.00006265876,0.0028864648,0.000255781,0.000044712942,0.000070273396,0.0000024511735],"about_ca_topic_score_codex":0.009197543,"about_ca_topic_score_gemma":0.012599148,"teacher_disagreement_score":0.009197543,"about_ca_system_score_codex":0.0002063471,"about_ca_system_score_gemma":0.00010984608,"threshold_uncertainty_score":0.018288016},"labels":[],"label_agreement":null},{"id":"W2971180536","doi":"10.3390/en12173290","title":"Performance of Turbulence Models in Simulating Wind Loads on Photovoltaics Modules","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund","keywords":"Turbulence; Reynolds-averaged Navier–Stokes equations; Reynolds stress equation model; Turbulence modeling; Mechanics; Turbulence kinetic energy; K-epsilon turbulence model; Reynolds stress; Wake; K-omega turbulence model; Physics; Drag; Meteorology; Reynolds number; Statistical physics","score_opus":0.009945308272784748,"score_gpt":0.20417441663344443,"score_spread":0.19422910836065968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971180536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97972304,0.00018239909,0.016907698,0.000083666935,0.000040240197,0.000041520056,0.00014323127,0.00033010507,0.0025480366],"genre_scores_gemma":[0.99589646,0.00007237357,0.003575983,0.000008319973,0.0000048810602,0.0000145432205,0.000093748626,0.000015532523,0.00031814506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998388,0.000049940536,0.000016248612,0.0000215894,0.00004055919,0.00003290424],"domain_scores_gemma":[0.99956614,0.00024024348,0.00005153339,0.000029513936,0.00007785711,0.000034752247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047597362,0.0007074357,0.00047392954,0.00044083,0.00033647547,0.00082537904,0.00043376294,0.00060941617,0.00035975192],"category_scores_gemma":[0.0009896726,0.00026042692,0.000658495,0.00039913738,0.00031217086,0.0005441453,0.00032229975,0.00038391456,0.00013000317],"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":[0.00006746709,0.00006705643,0.0055476595,0.000017050626,0.000013663363,0.000045460445,0.000023915132,0.9880328,0.0018774257,0.00023640471,0.00008097178,0.0039901137],"study_design_scores_gemma":[0.0000043979157,0.000054476553,0.00094750425,0.0000026918015,0.0000029277664,0.000005172502,0.000013358179,0.9980749,0.00080215186,0.000053578347,0.00003468091,0.0000041297812],"about_ca_topic_score_codex":0.016511427,"about_ca_topic_score_gemma":0.009414314,"teacher_disagreement_score":0.016511427,"about_ca_system_score_codex":0.00066199986,"about_ca_system_score_gemma":0.0007229845,"threshold_uncertainty_score":0.032830656},"labels":[],"label_agreement":null},{"id":"W2971267126","doi":"10.1007/s12273-019-0568-7","title":"Effect of localized exterior convective heat transfer on high-rise building energy consumption","year":2019,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Western University","funders":"","keywords":"Energy consumption; Microclimate; Environmental science; Convective heat transfer; Consumption (sociology); Thermal comfort; Heat transfer; Thermal; Atmospheric sciences; Convection; Intensity (physics); Meteorology; Engineering; Mechanics; Geography; Geology; Physics","score_opus":0.006883858135469537,"score_gpt":0.252229931904509,"score_spread":0.24534607376903944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971267126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967705,0.00002437013,0.0014920483,0.000018325938,0.000005381104,0.0000061304345,0.000056915225,0.000044794688,0.0015815614],"genre_scores_gemma":[0.9995308,0.0000097436305,0.00020929342,0.0000037395757,9.899558e-7,0.0000028575032,0.000019950501,0.000009612112,0.00021309494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998023,0.000073510026,0.000007190636,0.000030200234,0.000025455338,0.000061321065],"domain_scores_gemma":[0.99864954,0.0010241867,0.000061803745,0.00007262342,0.000125413,0.00006647759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034553275,0.0004681473,0.00066014286,0.00028046942,0.00057926023,0.0006832435,0.0004157291,0.00071249524,0.0024709252],"category_scores_gemma":[0.0017283058,0.00027630484,0.00054421014,0.00036162365,0.0006701579,0.00061672024,0.00038821728,0.00057045324,0.00018555949],"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":[0.00058613886,0.0002541261,0.0069235135,0.00005004101,0.000023784933,0.00016123884,0.00006413296,0.9745566,0.013499379,0.00034127626,0.00010488521,0.003434927],"study_design_scores_gemma":[0.00006474157,0.00048166595,0.011615226,0.000007904246,0.000057970246,0.0000332449,0.0001497726,0.9599728,0.0273268,0.00011282068,0.00015596923,0.000021122944],"about_ca_topic_score_codex":0.014655665,"about_ca_topic_score_gemma":0.008674961,"teacher_disagreement_score":0.014655665,"about_ca_system_score_codex":0.0004423749,"about_ca_system_score_gemma":0.0004567944,"threshold_uncertainty_score":0.02914071},"labels":[],"label_agreement":null},{"id":"W2971931269","doi":"10.1108/hff-12-2018-0771","title":"Numerical study of plume emission from an elevated line source in a wall-bounded flow","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Plume; Turbulence; Line source; Mechanics; Physics; Direct numerical simulation; Panache; Flow (mathematics); Line (geometry); Dispersion (optics); Reynolds number; Meteorology; Optics; Geometry; Mathematics","score_opus":0.027311845884036606,"score_gpt":0.36223298550470434,"score_spread":0.3349211396206677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971931269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96874076,0.00012673522,0.027977563,0.000062009974,0.000021469372,0.000040034625,0.00011677933,0.00012912446,0.0027855753],"genre_scores_gemma":[0.9931825,0.000051359944,0.005999346,0.000008530546,0.0000044511676,0.000019609099,0.00006456661,0.000007151533,0.0006623896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993634,0.000012232951,0.0000039981956,0.000012969854,0.000017752018,0.000016610971],"domain_scores_gemma":[0.99982387,0.000075104115,0.000038743292,0.000009731552,0.000032363085,0.000020142776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013896277,0.00030556618,0.00030408287,0.00030153172,0.0003072819,0.00048836356,0.00035086396,0.0005305055,0.0006257286],"category_scores_gemma":[0.00046477,0.00012409489,0.0003654301,0.00023305119,0.00041369174,0.0002758216,0.0003332127,0.00025971825,0.00006147601],"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":[0.00013922037,0.00009946908,0.010912511,0.00006660458,0.000023895673,0.00048794263,0.00007712051,0.9626525,0.019697234,0.0012509333,0.00012718905,0.0044653816],"study_design_scores_gemma":[0.000012733933,0.00004841733,0.0015800726,0.0000032670653,0.0000045746033,0.00002138667,0.000026010637,0.9966773,0.0014157596,0.000094909876,0.00010926039,0.00000631809],"about_ca_topic_score_codex":0.009288359,"about_ca_topic_score_gemma":0.0036257848,"teacher_disagreement_score":0.009288359,"about_ca_system_score_codex":0.0003739494,"about_ca_system_score_gemma":0.0004132568,"threshold_uncertainty_score":0.018468618},"labels":[],"label_agreement":null},{"id":"W2972094531","doi":"10.1016/j.jweia.2019.103980","title":"Effects of plan dimensions on gust wind loads for high-rise buildings","year":2019,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"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":"Plan (archaeology); Load factor; Structural engineering; Wind engineering; Range (aeronautics); Environmental science; Wind tunnel; Engineering; Meteorology; Geology; Physics; Aerospace engineering","score_opus":0.006975035236243669,"score_gpt":0.18403545895256168,"score_spread":0.177060423716318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972094531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740416,0.00004242489,0.0007929159,0.000017523867,0.000009880328,0.0000056403346,0.000047370155,0.000024015757,0.0016560581],"genre_scores_gemma":[0.9996706,0.000013933841,0.000084585474,0.0000030248466,0.0000017579162,0.0000014585274,0.00002013558,0.0000061471337,0.00019834554],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997632,0.00006946209,0.000009380352,0.000014622456,0.00007782746,0.00006548319],"domain_scores_gemma":[0.99779415,0.0016511898,0.000099234116,0.000087270906,0.00026131,0.00010688975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035075494,0.00034477774,0.00035750517,0.00033945224,0.00048937876,0.0005909892,0.00017690245,0.00037524197,0.0037907604],"category_scores_gemma":[0.0016743236,0.00022430213,0.00035021434,0.00022957413,0.0004725976,0.00043660338,0.00035186688,0.00031775923,0.0002945842],"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":[0.01749848,0.0014134273,0.10728313,0.00036515816,0.0001480071,0.0023955596,0.00082852936,0.5181461,0.2710034,0.0017530869,0.002077131,0.07708803],"study_design_scores_gemma":[0.0002655097,0.0070367367,0.5093176,0.00004665027,0.00030996886,0.0005175685,0.0023776714,0.32297882,0.15448125,0.0011776356,0.0013680513,0.00012263078],"about_ca_topic_score_codex":0.0017301992,"about_ca_topic_score_gemma":0.003335122,"teacher_disagreement_score":0.0037907604,"about_ca_system_score_codex":0.0002804534,"about_ca_system_score_gemma":0.00016399958,"threshold_uncertainty_score":0.012681365},"labels":[],"label_agreement":null},{"id":"W2972337945","doi":"10.1115/1.4044604","title":"Measurements of Blowdown Thrust Loading in Natural Gas Facilities","year":2019,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Wind and Air Flow Studies","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":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Boiler blowdown; Thrust; Stack (abstract data type); Flow (mathematics); Compressibility; Calibration; Mechanics; Geology; Petroleum engineering; Engineering; Aerospace engineering; Mathematics; Physics; Computer science; Geomorphology","score_opus":0.0119574266985253,"score_gpt":0.22322067070726495,"score_spread":0.21126324400873964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972337945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987375,0.000023498209,0.00081703416,0.000005754076,0.000002345423,0.000008767477,0.000112552225,0.00005590901,0.00023660963],"genre_scores_gemma":[0.9991191,0.000018637706,0.00047582612,0.0000037553152,0.0000013429556,0.000010995984,0.00011759504,0.0000057181824,0.00024710703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974567,0.000018452349,0.000011063086,0.000030903753,0.00014732688,0.000046599147],"domain_scores_gemma":[0.999718,0.00009200719,0.000049577862,0.00001632119,0.000095299176,0.000028675548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017801176,0.0004571719,0.00028369424,0.00044101177,0.0003648477,0.00024102083,0.00024077116,0.00035185917,0.0012764923],"category_scores_gemma":[0.0006281922,0.00013780987,0.00012518559,0.00022136595,0.00022375234,0.00030620658,0.00023069976,0.0003315333,0.00019502966],"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":[0.00043721282,0.000069747606,0.014697711,0.0000683389,0.000009379763,0.00028235983,0.00026573057,0.0020937168,0.9710344,0.00007660006,0.000115563504,0.010849218],"study_design_scores_gemma":[0.000023629904,0.0016326206,0.2151966,0.000021441878,0.00002021884,0.00016377082,0.00037267225,0.013838619,0.76786923,0.00007906113,0.0007527289,0.000029498477],"about_ca_topic_score_codex":0.0021996358,"about_ca_topic_score_gemma":0.0029206574,"teacher_disagreement_score":0.0021996358,"about_ca_system_score_codex":0.0003080134,"about_ca_system_score_gemma":0.00015208362,"threshold_uncertainty_score":0.0043736696},"labels":[],"label_agreement":null},{"id":"W2973036314","doi":"10.1016/j.ijggc.2019.102828","title":"Utilization of CO2 to reduce environmental impact of diluted bitumen transportation and improve economics of CCS operations","year":2019,"lang":"en","type":"article","venue":"International journal of greenhouse gas control","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pipeline transport; Asphalt; Environmental science; Oil sands; Crude oil; Environmental impact assessment; Waste management; Enhanced oil recovery; Carbon capture and storage (timeline); Environmental economics; Petroleum engineering; Engineering; Environmental engineering; Climate change","score_opus":0.007275702858664142,"score_gpt":0.23699846254838716,"score_spread":0.22972275968972303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973036314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99231875,0.00036202127,0.0037519527,0.00013498453,0.000027538194,0.000022506776,0.00008606519,0.000023670142,0.0032724785],"genre_scores_gemma":[0.9982407,0.00013435075,0.0008393079,0.000010009358,0.0000032878677,0.000005415672,0.000032136024,0.0000062966014,0.00072837976],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999808,0.00003501548,0.0000085081865,0.000028678458,0.000067253546,0.000052577147],"domain_scores_gemma":[0.99976534,0.00006950777,0.000033898777,0.000018702802,0.00008627478,0.000026290223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025966353,0.00027808902,0.00024071561,0.00051446795,0.00039283416,0.00088285364,0.00041513017,0.00036834693,0.0026090727],"category_scores_gemma":[0.00048450558,0.00009179191,0.00034338067,0.0006201835,0.0003113232,0.0009672227,0.0002534097,0.00035736084,0.00020910369],"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":[0.0032611855,0.0008786172,0.0142376935,0.00054238504,0.00007842165,0.0004528476,0.00012038462,0.060408715,0.84242076,0.006586598,0.00061413785,0.07039826],"study_design_scores_gemma":[0.000057825673,0.0010212372,0.013285175,0.000032082633,0.000087809174,0.0000767895,0.00030664436,0.060775388,0.919059,0.0013641439,0.0038938413,0.000040154995],"about_ca_topic_score_codex":0.008508266,"about_ca_topic_score_gemma":0.018879224,"teacher_disagreement_score":0.008508266,"about_ca_system_score_codex":0.001538289,"about_ca_system_score_gemma":0.0011367238,"threshold_uncertainty_score":0.016917467},"labels":[],"label_agreement":null},{"id":"W2974133930","doi":"10.1007/s10546-019-00479-8","title":"On the Application of Linear Regression to Surface-Layer Wind Profiles for Deducing Roughness Length and Friction Velocity","year":2019,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Roughness length; Linear regression; Turbulence; Ordinary least squares; Mathematics; Wind speed; Shear velocity; Log wind profile; Surface roughness; Mathematical analysis; Physics; Wind direction; Statistics; Wind profile power law; Mechanics; Meteorology; Wind gradient; Thermodynamics","score_opus":0.018146104813815345,"score_gpt":0.2639669887233004,"score_spread":0.24582088390948503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974133930","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":[0.018433606,0.00048949604,0.9774623,0.00011604705,0.00009046886,0.00007436423,0.00007700952,0.00044332576,0.0028133653],"genre_scores_gemma":[0.26829454,0.002165013,0.7184567,0.00017996143,0.00028076916,0.00024690965,0.00038773796,0.0005333556,0.009455081],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919325,0.00044476733,0.000041150965,0.00010576605,0.00018331569,0.000031824427],"domain_scores_gemma":[0.99477875,0.0045065586,0.000063139596,0.00024406932,0.00038348345,0.000023988845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025291617,0.0006711112,0.0009220945,0.00096426,0.00052029453,0.0008898209,0.0013971626,0.0006834314,0.0023290408],"category_scores_gemma":[0.010944981,0.0004107027,0.0009717344,0.0008740382,0.0009890378,0.0009903569,0.0006785904,0.0013593386,0.0012717297],"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":[0.00040070806,0.00037655697,0.0052236593,0.00035882776,0.00021314897,0.0005266716,0.00038812336,0.36857903,0.024894778,0.047344074,0.0041386103,0.5475558],"study_design_scores_gemma":[0.000009716002,0.00005672536,0.0011754272,0.000018642939,0.000022507782,0.00005086356,0.000023714918,0.9854586,0.0050463504,0.0063600806,0.0017508805,0.00002644768],"about_ca_topic_score_codex":0.012176375,"about_ca_topic_score_gemma":0.010464898,"teacher_disagreement_score":0.012176375,"about_ca_system_score_codex":0.00029682773,"about_ca_system_score_gemma":0.00061941583,"threshold_uncertainty_score":0.02421099},"labels":[],"label_agreement":null},{"id":"W2976296696","doi":"10.3390/buildings9100208","title":"The Influence of Building Airtightness on Airflow in Stairwells","year":2019,"lang":"en","type":"article","venue":"Buildings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airflow; Stack effect; Computational fluid dynamics; Doors; Leakage (economics); Indoor air quality; Air permeability specific surface; Infiltration (HVAC); Body orifice; Environmental science; Pressure drop; Outflow; Engineering; Stack (abstract data type); Structural engineering; Marine engineering; Mechanical engineering; Meteorology; Materials science; Environmental engineering; Mechanics; Aerospace engineering; Computer science","score_opus":0.0037921903930644837,"score_gpt":0.20943591081209692,"score_spread":0.20564372041903245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976296696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965071,0.00006739431,0.001582253,0.000014279469,0.0000045667,0.000006780603,0.000059226273,0.000030542804,0.0017278086],"genre_scores_gemma":[0.9995789,0.000031338463,0.0002132526,0.0000017545409,7.2358944e-7,0.0000016694722,0.000025389554,0.0000038618296,0.00014309907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997601,0.000039586525,0.000011728089,0.00004403638,0.00008795588,0.00005666205],"domain_scores_gemma":[0.99954164,0.00024218069,0.00007357782,0.000038988142,0.00006917153,0.000034470995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024329548,0.000336415,0.0002432384,0.00040837508,0.0004064706,0.00081292994,0.00025807382,0.00034652374,0.0010082138],"category_scores_gemma":[0.0007693157,0.00015149398,0.0003530789,0.00035606994,0.00043041736,0.00045441292,0.00040146115,0.00023637706,0.00015170127],"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":[0.00061733695,0.00044811997,0.13113435,0.00018868533,0.000058035508,0.00082144275,0.0005124083,0.6070643,0.20480752,0.0016790538,0.00039769002,0.052271135],"study_design_scores_gemma":[0.000024794843,0.0009173157,0.32850292,0.000030647017,0.00007500216,0.00034936419,0.0008120164,0.59246784,0.074558765,0.0006343694,0.001554524,0.00007238769],"about_ca_topic_score_codex":0.010021742,"about_ca_topic_score_gemma":0.012689432,"teacher_disagreement_score":0.010021742,"about_ca_system_score_codex":0.000500026,"about_ca_system_score_gemma":0.00033532456,"threshold_uncertainty_score":0.019926846},"labels":[],"label_agreement":null},{"id":"W2977964812","doi":"10.2524/jtappij.73.608","title":"AIR LEAK VIEWER&lt;sup&gt;® &lt;/sup&gt; MK-750―Visualizing Gas Leaking Location","year":2019,"lang":"en","type":"article","venue":"JAPAN TAPPI JOURNAL","topic":"Wind and Air Flow Studies","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":"Advantech AMT (Canada)","funders":"","keywords":"Gas leak; Leak; Chemistry; Environmental science; Physics; Radiochemistry; Environmental engineering","score_opus":0.011787568857456564,"score_gpt":0.2368678070084204,"score_spread":0.2250802381509638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977964812","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34971204,0.00083758764,0.31836534,0.0016480744,0.0007209237,0.00042536104,0.0067595504,0.02033377,0.30119732],"genre_scores_gemma":[0.6299098,0.0011041767,0.17150573,0.00028763543,0.00012876003,0.00023233528,0.0028345045,0.00331729,0.19067977],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999472,0.000005836943,0.0000030726922,0.000010938488,0.000022112099,0.000010911316],"domain_scores_gemma":[0.99983776,0.000042319556,0.000012084007,0.00001623611,0.00005130081,0.00004034588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022563651,0.00037849968,0.00013273022,0.00047729208,0.000203156,0.0006236634,0.00030874784,0.00040219582,0.060140923],"category_scores_gemma":[0.00034293023,0.0002514772,0.00015934616,0.00031309095,0.00020305936,0.00085698196,0.00051305414,0.0005448911,0.0055133803],"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":[0.0007608403,0.0001301653,0.0042463266,0.0005372533,0.000032539494,0.0007967016,0.0010459769,0.0037830155,0.6721713,0.009937395,0.05825864,0.24829984],"study_design_scores_gemma":[0.0002613349,0.00095053954,0.08342155,0.00038084612,0.00016149695,0.0017316503,0.0021510678,0.07870723,0.35884032,0.0060143527,0.46720964,0.00016994898],"about_ca_topic_score_codex":0.0043713194,"about_ca_topic_score_gemma":0.0047392966,"teacher_disagreement_score":0.060140923,"about_ca_system_score_codex":0.00021888017,"about_ca_system_score_gemma":0.000618167,"threshold_uncertainty_score":0.20119143},"labels":[],"label_agreement":null},{"id":"W2979350499","doi":"10.5194/gmd-13-937-2020","title":"A one-dimensional model of turbulent flow through “urban” canopies (MLUCM v2.0): updates based on large-eddy simulation","year":2020,"lang":"en","type":"article","venue":"Geoscientific model development","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":84,"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 Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation Singapore; Albert-Ludwigs-Universität Freiburg; National Research Foundation; National Science Foundation","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Large eddy simulation; Mesoscale meteorology; Meteorology; Turbulence kinetic energy; Mechanics; Computational fluid dynamics; Drag coefficient; Environmental science; Drag; Flow (mathematics); Microscale chemistry; Reynolds stress; Statistical physics; Geology; Mathematics; Physics","score_opus":0.03575580196953776,"score_gpt":0.2279867581678018,"score_spread":0.19223095619826405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979350499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.682365,0.0007338612,0.28171206,0.0005093488,0.00028917514,0.00047171334,0.0040939027,0.0037011683,0.026123766],"genre_scores_gemma":[0.91164774,0.0002416304,0.08253151,0.00009016455,0.000048136666,0.00038666747,0.0021052428,0.00033903457,0.0026098],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998354,0.00005943656,0.000010383031,0.000026930838,0.000039722705,0.000028157867],"domain_scores_gemma":[0.99955183,0.00014251586,0.00005649077,0.000080229875,0.000115565614,0.000053278975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047162033,0.0008111908,0.00075244275,0.00055000396,0.00051508966,0.0009385876,0.0015411056,0.0010645235,0.0019706686],"category_scores_gemma":[0.0012866894,0.00043301974,0.00068386464,0.00053648936,0.00043807898,0.00063001795,0.0006834496,0.0009584018,0.00034517783],"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":[0.000020283414,0.000045493194,0.0010867843,0.000018367824,0.000013333609,0.00003340402,0.000011514158,0.99418145,0.0005637209,0.0012664313,0.0004815944,0.0022776327],"study_design_scores_gemma":[0.0000039925226,0.0000026946523,0.00013000684,0.0000012167174,0.0000012383341,0.0000018591867,0.000001566415,0.9994702,0.000097840515,0.0000891103,0.00019835496,0.000002057108],"about_ca_topic_score_codex":0.023832997,"about_ca_topic_score_gemma":0.0155832,"teacher_disagreement_score":0.023832997,"about_ca_system_score_codex":0.0007638737,"about_ca_system_score_gemma":0.0010658776,"threshold_uncertainty_score":0.047388554},"labels":[],"label_agreement":null},{"id":"W2979482439","doi":"10.1115/1.4045145","title":"Evaluating the Accuracy of RANS Wind Flow Modeling Over Forested Terrain. Part 2: Impact on Capacity Factor for Moderately Complex Topography","year":2019,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","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":true,"ca_institutions":"Dawson College; École de Technologie Supérieure","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Terrain; Reynolds-averaged Navier–Stokes equations; Turbulence; Wind speed; Meteorology; Environmental science; Roughness length; Canopy; Flow (mathematics); Tree canopy; Drag; Closure (psychology); Atmospheric sciences; Wind profile power law; Mechanics; Geology; Geography; Physics","score_opus":0.049425651277234396,"score_gpt":0.28605811618598775,"score_spread":0.23663246490875336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979482439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98323005,0.000109210625,0.0148319155,0.000059957078,0.000014632161,0.000022883693,0.00023780382,0.00038113454,0.0011124625],"genre_scores_gemma":[0.9962477,0.000019804236,0.0034355957,0.000006700246,0.0000023336459,0.00000575588,0.0001343431,0.000027038195,0.00012071806],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946886,0.00014753563,0.000050016988,0.00008961281,0.00015897366,0.00008502174],"domain_scores_gemma":[0.99683267,0.0019547879,0.00034011068,0.00035476865,0.00041426887,0.00010338663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015640693,0.000625355,0.0005481649,0.00056549936,0.00048583033,0.00070791447,0.00077448605,0.0007665564,0.00070483034],"category_scores_gemma":[0.0052813287,0.00023813176,0.00050731516,0.00045425852,0.00047563502,0.00096691045,0.0004787178,0.00041236548,0.00012487631],"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":[0.0001289695,0.00006679451,0.015304012,0.000030079465,0.000024313233,0.00010722694,0.000050501236,0.9709346,0.004354843,0.00027974526,0.00011092692,0.008608023],"study_design_scores_gemma":[0.0000072770904,0.00004073505,0.003151141,0.000005160151,0.0000031770853,0.000012590435,0.000019425368,0.9949162,0.0017090298,0.000059009646,0.00006890556,0.000007427153],"about_ca_topic_score_codex":0.04206449,"about_ca_topic_score_gemma":0.024627956,"teacher_disagreement_score":0.04206449,"about_ca_system_score_codex":0.000656183,"about_ca_system_score_gemma":0.00074227864,"threshold_uncertainty_score":0.083639264},"labels":[],"label_agreement":null},{"id":"W2983804037","doi":"10.5194/npg-26-401-2019","title":"A prototype stochastic parameterization of regime behaviour in the stably stratified atmospheric boundary layer","year":2019,"lang":"en","type":"article","venue":"Nonlinear processes in geophysics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of Victoria","funders":"National Oceanic and Atmospheric Administration; Universität Hamburg; Karlsruhe Institute of Technology","keywords":"Stratification (seeds); Hidden Markov model; Statistical physics; Turbulence; Markov chain; Boundary layer; Boundary (topology); Stochastic modelling; Markov process; Mathematics; Statistics; Computer science; Mechanics; Physics; Mathematical analysis; Artificial intelligence","score_opus":0.01037871716730575,"score_gpt":0.23862187093086754,"score_spread":0.22824315376356177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983804037","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5104402,0.00006294444,0.4874655,0.00009887489,0.00002222326,0.000051210125,0.00022027345,0.00037075984,0.0012680064],"genre_scores_gemma":[0.9876028,0.000013063417,0.012037361,0.000008696262,0.000004583509,0.000030669606,0.000103172875,0.000010030856,0.00018951818],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997806,0.000065418484,0.000012199474,0.00006799138,0.0000399097,0.00003387945],"domain_scores_gemma":[0.99887234,0.00065297534,0.00015873398,0.00014680425,0.000120540884,0.000048597736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060464913,0.00024281787,0.00031076453,0.00025089693,0.00023575113,0.00043494365,0.00061958825,0.000425639,0.0007791378],"category_scores_gemma":[0.0025666715,0.00018646652,0.00043051768,0.00016828634,0.00053975225,0.0005799065,0.00032935702,0.0005610176,0.00007595073],"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":[0.0001336694,0.0000657899,0.0074891546,0.00003532815,0.000046629113,0.00009577724,0.00010376156,0.9548305,0.012625633,0.014172533,0.00023350159,0.010167805],"study_design_scores_gemma":[0.0000020419643,0.0000074821064,0.00075784593,0.000001104728,0.0000016567302,0.0000053608946,0.0000020941675,0.9974727,0.0003986402,0.0013153867,0.00003240395,0.0000032877515],"about_ca_topic_score_codex":0.0064433664,"about_ca_topic_score_gemma":0.0051703034,"teacher_disagreement_score":0.0064433664,"about_ca_system_score_codex":0.0007514567,"about_ca_system_score_gemma":0.00072674063,"threshold_uncertainty_score":0.01281178},"labels":[],"label_agreement":null},{"id":"W2985465933","doi":"10.1139/cjce-2019-0340","title":"Wind driven natural ventilation through multiple gridirons of a pile-supported wharf to prevent atmospheric corrosion in the marine environment","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wharf; Natural ventilation; Durability; Pile; Ventilation (architecture); Airflow; Environmental science; Corrosion; Submarine pipeline; Marine engineering; Engineering; Geotechnical engineering; Materials science; Mechanical engineering; Metallurgy","score_opus":0.004761816151886874,"score_gpt":0.1709042383744988,"score_spread":0.16614242222261194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985465933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99108315,0.00007206384,0.0073051327,0.000021227645,0.000017460667,0.00002760676,0.00004212512,0.00006953443,0.0013616674],"genre_scores_gemma":[0.99800986,0.000040554125,0.001494831,0.0000028218574,9.784122e-7,0.000008552722,0.000019253923,0.0000030247359,0.00042018495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99993944,0.000009032841,0.000003892286,0.00001307935,0.000014404061,0.000020037061],"domain_scores_gemma":[0.99992967,0.000024699435,0.000012251653,0.000007714327,0.000010488904,0.000015198926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115921,0.00031407631,0.0003376382,0.00021184153,0.0003971014,0.00035049475,0.00045238464,0.0003549141,0.0009255913],"category_scores_gemma":[0.00019944175,0.00013978874,0.00040160445,0.000115182425,0.00033733592,0.00026916614,0.00034533913,0.00019766428,0.0000995049],"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":[0.0005620392,0.0004112802,0.02092091,0.00035192046,0.0000685535,0.0016405772,0.000359195,0.6429169,0.3025075,0.0012203989,0.0004239647,0.028616732],"study_design_scores_gemma":[0.00010274047,0.0012375601,0.01773939,0.000033390977,0.00006622324,0.00018281005,0.00036212135,0.9281423,0.0505479,0.0003862944,0.0011646613,0.000034585428],"about_ca_topic_score_codex":0.0059505724,"about_ca_topic_score_gemma":0.007560861,"teacher_disagreement_score":0.0059505724,"about_ca_system_score_codex":0.00024132642,"about_ca_system_score_gemma":0.00040253552,"threshold_uncertainty_score":0.01183188},"labels":[],"label_agreement":null},{"id":"W2986296326","doi":"10.3390/atmos10110683","title":"Numerical Simulation of Turbulent Flow and Pollutant Dispersion in Urban Street Canyons","year":2019,"lang":"en","type":"article","venue":"Atmosphere","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"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":"National Research Foundation of Korea; National Research Foundation","keywords":"Turbulence; Reynolds-averaged Navier–Stokes equations; Canyon; Computational fluid dynamics; Meteorology; Mechanics; Airflow; Environmental science; Flow (mathematics); Dispersion (optics); Geology; Physics; Thermodynamics","score_opus":0.004993771044843266,"score_gpt":0.2037779028886662,"score_spread":0.19878413184382293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986296326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9229616,0.00023963304,0.07131993,0.00006777381,0.000054392905,0.00006167675,0.0003649711,0.00044701635,0.0044830735],"genre_scores_gemma":[0.9768605,0.00017800886,0.02131564,0.000012557263,0.000009211962,0.00006492552,0.00033637765,0.000028996585,0.0011937673],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998871,0.000027052112,0.0000074161817,0.000021820957,0.000029182072,0.000027450384],"domain_scores_gemma":[0.9998056,0.00009149286,0.000027473707,0.000015838632,0.000037118785,0.000022491213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024048827,0.0004735317,0.00045389924,0.00048231336,0.00040209905,0.0004967748,0.0003957398,0.00068365573,0.00077260373],"category_scores_gemma":[0.0005457722,0.00018279854,0.00043170765,0.0005840604,0.0005022924,0.00030948163,0.0004427345,0.00027980842,0.00011196409],"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":[0.000039812236,0.000047280406,0.0047790357,0.000035087865,0.000015633963,0.00012326417,0.000049180773,0.984734,0.0058269147,0.0010690205,0.00011762409,0.003163228],"study_design_scores_gemma":[0.000011866346,0.00002407432,0.0015357613,0.0000037901264,0.000003830929,0.000013375872,0.000019619301,0.9969228,0.0010631194,0.00016019918,0.00023576699,0.000005800782],"about_ca_topic_score_codex":0.009948942,"about_ca_topic_score_gemma":0.006875268,"teacher_disagreement_score":0.009948942,"about_ca_system_score_codex":0.00037053722,"about_ca_system_score_gemma":0.00068316085,"threshold_uncertainty_score":0.019782066},"labels":[],"label_agreement":null},{"id":"W2987269746","doi":"","title":"The Characterization of The Spanwise Roof-Level Turbulence in A Street Canyon Flow","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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":"Turbulence; Roof; Canyon; Flow (mathematics); Marine engineering; Geology; Meteorology; Environmental science; Engineering; Mechanics; Civil engineering; Geography; Physics; Geomorphology","score_opus":0.011869450457187517,"score_gpt":0.199576250780082,"score_spread":0.1877068003228945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987269746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99176943,0.000068349866,0.0066716797,0.000021916983,0.000008367171,0.000012775287,0.00015126367,0.000074718235,0.0012213783],"genre_scores_gemma":[0.99853456,0.000035806235,0.0009687426,0.0000044549706,0.000007294124,0.000004079329,0.00012600371,0.0000064976703,0.00031258777],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993134,0.00000863783,0.0000025520767,0.0000207833,0.000015835549,0.000020896745],"domain_scores_gemma":[0.99979633,0.000057407546,0.000027056647,0.000015755535,0.000052790165,0.000050726383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000140058,0.00025656648,0.00029977548,0.0008810306,0.00033245687,0.0006656696,0.00017674397,0.00037610473,0.0009735103],"category_scores_gemma":[0.0003537327,0.00015046894,0.00019823182,0.00038792446,0.00050242385,0.000290217,0.0002840347,0.00032125335,0.00013718042],"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":[0.001408743,0.00075831066,0.2333564,0.00021564901,0.00014411296,0.0017220114,0.0011675081,0.12643586,0.5670261,0.005942668,0.0012839198,0.060538717],"study_design_scores_gemma":[0.000032119737,0.00040488484,0.52777773,0.000026553793,0.000040253573,0.00025080194,0.00050021976,0.44538212,0.023993896,0.00079864025,0.0007417476,0.000051047333],"about_ca_topic_score_codex":0.0038470402,"about_ca_topic_score_gemma":0.003911716,"teacher_disagreement_score":0.0038470402,"about_ca_system_score_codex":0.00019919699,"about_ca_system_score_gemma":0.00032159255,"threshold_uncertainty_score":0.0076493025},"labels":[],"label_agreement":null},{"id":"W2989106239","doi":"10.1137/18m121914x","title":"A Mass-Conservative Temporal Second Order and Spatial Fourth Order Characteristic Finite Volume Method for Atmospheric Pollution Advection Diffusion Problems","year":2019,"lang":"en","type":"article","venue":"SIAM Journal on Scientific Computing","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":21,"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":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Shandong Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Advection; Finite volume method; Discretization; Interpolation (computer graphics); Mathematics; Diffusion; Temporal discretization; Applied mathematics; Meteorology; Mathematical analysis; Mechanics; Computer science; Physics","score_opus":0.011359316567289746,"score_gpt":0.24148315662793443,"score_spread":0.23012384006064468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989106239","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":[0.008503343,0.00029942128,0.98844016,0.0001360808,0.00008420875,0.000050493338,0.000036755464,0.0001664953,0.0022829552],"genre_scores_gemma":[0.35521093,0.0008222589,0.6336591,0.00021961024,0.00015487892,0.0005121038,0.00025553803,0.00028404556,0.008881522],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976295,0.000054559485,0.000014559194,0.000033281325,0.00010690473,0.000027761931],"domain_scores_gemma":[0.9996177,0.00016026087,0.00004316696,0.000028270733,0.00012070885,0.000029894667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051507616,0.0005861776,0.0006379298,0.0005024996,0.0006249579,0.0006469696,0.0015083208,0.0010843922,0.0014691408],"category_scores_gemma":[0.0011399634,0.00034235432,0.0009725856,0.0004585102,0.00072630757,0.0008527511,0.00093709445,0.0012505143,0.00027114843],"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":[0.0000711307,0.000048916376,0.0016875635,0.00021311195,0.000038074024,0.00018735118,0.00017345155,0.8924241,0.012609469,0.034238208,0.0015615822,0.056747045],"study_design_scores_gemma":[0.000006766198,0.0000110111805,0.000050413943,0.0000050788244,0.0000024439146,0.000018437093,0.0000066230127,0.9965185,0.0005620345,0.001555928,0.0012577048,0.0000050098406],"about_ca_topic_score_codex":0.0096436385,"about_ca_topic_score_gemma":0.0060093263,"teacher_disagreement_score":0.0096436385,"about_ca_system_score_codex":0.00070802786,"about_ca_system_score_gemma":0.0017665547,"threshold_uncertainty_score":0.019175053},"labels":[],"label_agreement":null},{"id":"W2989842803","doi":"10.1007/s10652-019-09721-w","title":"Roof-level large- and small-scale coherent structures in a street canyon flow","year":2019,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"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; Western University; Agence Nationale de la Recherche","keywords":"Canyon; Turbulence; Wake; Geology; Flow (mathematics); Roof; Geometry; Meteorology; Scale (ratio); Boundary layer; Physics; Mechanics; Mean flow; Geomorphology; Geography; Mathematics","score_opus":0.00807694344472043,"score_gpt":0.1854245969573107,"score_spread":0.17734765351259027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989842803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99568945,0.000043858254,0.002202509,0.000058932692,0.000010410138,0.0000115215435,0.000058185924,0.00005657511,0.0018684546],"genre_scores_gemma":[0.9990681,0.000016605301,0.00046820258,0.000005437811,0.000006329888,0.0000035590583,0.000032477357,0.0000054460106,0.00039381252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999925,0.000011935408,0.0000025625136,0.000018920584,0.000012721532,0.00002883012],"domain_scores_gemma":[0.9997774,0.0000515971,0.000023514132,0.000015161781,0.000049214064,0.0000831821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012401599,0.00025130465,0.00039868313,0.00068855257,0.00076814654,0.000793531,0.00031855787,0.0007450191,0.0020395147],"category_scores_gemma":[0.00047566043,0.0003029324,0.00023582912,0.00037999466,0.0012042777,0.000554611,0.00056051224,0.0005911004,0.00017617644],"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":[0.0015805723,0.0019261097,0.12507465,0.00015776228,0.00019609618,0.0039032483,0.0019726427,0.6690686,0.13098863,0.032241974,0.0038992267,0.028990544],"study_design_scores_gemma":[0.00013517962,0.00025808255,0.122286916,0.000017855038,0.000033879387,0.00011380432,0.00073734624,0.87063897,0.0029599334,0.0022947686,0.0004728715,0.00005045699],"about_ca_topic_score_codex":0.01052862,"about_ca_topic_score_gemma":0.010309867,"teacher_disagreement_score":0.01052862,"about_ca_system_score_codex":0.0005444491,"about_ca_system_score_gemma":0.0006090515,"threshold_uncertainty_score":0.020934701},"labels":[],"label_agreement":null},{"id":"W2990161463","doi":"10.1016/j.buildenv.2019.106557","title":"Numerical estimation of the external convective heat transfer coefficient for buildings in an urban-like setting","year":2019,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Convective heat transfer; Turbulence; Heat transfer coefficient; Mechanics; Reynolds stress; Heat transfer; Convection; Flow (mathematics); Reynolds number; Wake; Environmental science; Materials science; Meteorology; Physics","score_opus":0.0062989207898877545,"score_gpt":0.2134405537554382,"score_spread":0.20714163296555044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990161463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551388,0.0002047966,0.03918819,0.00009297761,0.00003291186,0.00003639448,0.00012428402,0.00014529469,0.005036312],"genre_scores_gemma":[0.9938647,0.000035747882,0.0055588135,0.000005868122,0.0000056898575,0.000011178129,0.00004617009,0.000010567456,0.00046119417],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989605,0.000030643372,0.000005824606,0.000020035885,0.000025831883,0.00002155315],"domain_scores_gemma":[0.9988003,0.00082242506,0.00010964757,0.000060956052,0.00014206185,0.000064674605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003967253,0.0003491083,0.00048624846,0.0006276156,0.0004191853,0.00060721935,0.0007187537,0.0011197974,0.0010729976],"category_scores_gemma":[0.0023488554,0.00028879195,0.00028301292,0.00061210373,0.0008996744,0.0004955945,0.0004026134,0.000443903,0.00011025914],"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":[0.0001252931,0.00012442125,0.004158865,0.000052982712,0.00001789691,0.00009175044,0.00004986625,0.9853973,0.0043788576,0.0011859764,0.00017428833,0.004242619],"study_design_scores_gemma":[0.000006359714,0.000013677947,0.0007872827,0.000002001085,0.0000021018304,0.0000061309393,0.000012838757,0.9986129,0.0004243689,0.000097808435,0.000030061468,0.000004486612],"about_ca_topic_score_codex":0.013104019,"about_ca_topic_score_gemma":0.007841182,"teacher_disagreement_score":0.013104019,"about_ca_system_score_codex":0.00046222427,"about_ca_system_score_gemma":0.00050940725,"threshold_uncertainty_score":0.026055515},"labels":[],"label_agreement":null},{"id":"W2990337559","doi":"10.1029/2019sw002231","title":"The Challenge Posed by Space Weather to High‐Voltage Electricity Flows: Evidence From Ontario, Canada, and New York State, USA","year":2019,"lang":"en","type":"article","venue":"Space Weather","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Geomagnetically induced current; Earth's magnetic field; Space weather; Electricity; Environmental science; Meteorology; Geomagnetic storm; Proxy (statistics); Climatology; Atmospheric sciences; Geology; Geography; Mathematics; Statistics; Physics; Engineering; Magnetic field; Electrical engineering","score_opus":0.010364589972879994,"score_gpt":0.19086832380958382,"score_spread":0.18050373383670382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990337559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893546,0.0005717718,0.00013282313,0.0009145509,0.000011765384,0.00001956921,0.0013540538,0.000005218672,0.007635546],"genre_scores_gemma":[0.9966425,0.0009467492,0.00007438638,0.00008653827,0.000007881635,0.000007352743,0.0008798945,0.0000027404694,0.0013519987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993098,0.00007816996,0.000033085802,0.00008416025,0.00033281712,0.0001619279],"domain_scores_gemma":[0.9956779,0.00050883665,0.00090471574,0.00015963473,0.002287195,0.00046177168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006324665,0.00023132001,0.00023453038,0.000759402,0.0023199022,0.0014302051,0.0007422861,0.00030538999,0.0016720416],"category_scores_gemma":[0.0036653625,0.0001953997,0.0003218548,0.0029883517,0.0012320627,0.00053628226,0.0006740116,0.00045202405,0.000118744036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088548404,0.000024296252,0.9875079,0.00005142977,0.000080966434,0.00013612212,0.00264105,0.00051676435,0.0001844288,0.00077365286,0.0020431012,0.0059515983],"study_design_scores_gemma":[0.0000075600565,0.00000997742,0.9920934,0.000036625206,0.00003209929,0.000018843926,0.0040927283,0.00047200275,0.00008447107,0.00007413687,0.0030679,0.000010092643],"about_ca_topic_score_codex":0.9975891,"about_ca_topic_score_gemma":0.9989485,"teacher_disagreement_score":0.019813962,"about_ca_system_score_codex":0.019813962,"about_ca_system_score_gemma":0.027630176,"threshold_uncertainty_score":0.14376104},"labels":[],"label_agreement":null},{"id":"W2990431717","doi":"","title":"The Probability Distribution of Land Surface Wind Speeds","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Wind and Air Flow Studies","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":"University of Victoria","funders":"","keywords":"Wind shear; Weibull distribution; Wind speed; Wind profile power law; Atmospheric sciences; Meteorology; Thermal wind; Wind gradient; Planetary boundary layer; Environmental science; Log wind profile; Surface layer; Skewness; Boundary layer; Middle latitudes; Troposphere; Climatology; Geology; Mechanics; Turbulence; Mathematics; Physics; Statistics; Layer (electronics); Materials science","score_opus":0.022540182926426473,"score_gpt":0.2173750738115727,"score_spread":0.19483489088514622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990431717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80775857,0.00087626296,0.1807569,0.00039047404,0.00006390102,0.00020952697,0.005025814,0.0008813822,0.004037227],"genre_scores_gemma":[0.9896582,0.00042643785,0.0046165865,0.00002376203,0.000049448296,0.000106669475,0.0032412244,0.000046068777,0.0018315922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920017,0.00014134303,0.000056100787,0.0002531171,0.00020409063,0.00014524],"domain_scores_gemma":[0.99487996,0.0027739226,0.0007170167,0.00089295465,0.00060486,0.00013130133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017641766,0.0005284147,0.0004048416,0.0012823188,0.00043928815,0.0013584147,0.0006982853,0.00057921134,0.0039343643],"category_scores_gemma":[0.009228206,0.0004196463,0.0005634513,0.0010828329,0.00087236543,0.001656698,0.00065060164,0.00056075776,0.0008944613],"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":[0.00053316884,0.00014170665,0.4449424,0.00022429663,0.00022387736,0.00077362865,0.00045860314,0.3835466,0.012080159,0.039418187,0.0038021624,0.11385529],"study_design_scores_gemma":[0.000039904276,0.00015828271,0.26011312,0.000058398517,0.00003727595,0.00052367337,0.000252361,0.70628536,0.005462321,0.023523463,0.0034129175,0.00013286262],"about_ca_topic_score_codex":0.0046130214,"about_ca_topic_score_gemma":0.0025066158,"teacher_disagreement_score":0.0046130214,"about_ca_system_score_codex":0.0007358575,"about_ca_system_score_gemma":0.00029686594,"threshold_uncertainty_score":0.013161719},"labels":[],"label_agreement":null},{"id":"W2991545383","doi":"10.1007/978-3-030-22055-6_57","title":"Comparison of the Performance of AERMOD and CALPUFF Dispersion Model Outputs to Monitored Data","year":2019,"lang":"en","type":"book-chapter","venue":"Springer proceedings in complexity","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"AERMOD; Atmospheric dispersion modeling; Environmental science; Dispersion (optics); Air quality index; Meteorology; Atmospheric sciences; Air pollution; Geography; Geology; Physics","score_opus":0.08422444626175228,"score_gpt":0.29015116457024454,"score_spread":0.20592671830849224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991545383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95629233,0.0003615768,0.027350554,0.00022149,0.00014373263,0.00005371049,0.0021022623,0.003949268,0.009525049],"genre_scores_gemma":[0.9877528,0.00013238355,0.0076895705,0.000038804388,0.000012050411,0.000025323932,0.0018268302,0.00031127245,0.0022110445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995834,0.00011557324,0.000030402643,0.000104473176,0.00013407267,0.00003206116],"domain_scores_gemma":[0.9966162,0.002287406,0.000109325614,0.0002604507,0.00067425537,0.000052468207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013946175,0.00070321775,0.00040398014,0.0006064643,0.0003720201,0.0012171014,0.00073058234,0.00083436526,0.002726441],"category_scores_gemma":[0.0062572467,0.00026508013,0.0005183892,0.0007273309,0.00024751638,0.0009558458,0.00038800453,0.0005297589,0.00076988776],"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":[0.001389065,0.0002815468,0.02075578,0.00025084743,0.0002063761,0.0001734159,0.00019780068,0.8716077,0.014369798,0.001019051,0.0030117198,0.08673698],"study_design_scores_gemma":[0.000056448385,0.00015867254,0.013962313,0.000019152663,0.000032060027,0.000028518529,0.0000587117,0.9713373,0.012940279,0.00032439007,0.0010550775,0.000027096969],"about_ca_topic_score_codex":0.033264607,"about_ca_topic_score_gemma":0.01865986,"teacher_disagreement_score":0.033264607,"about_ca_system_score_codex":0.0010633696,"about_ca_system_score_gemma":0.0005841528,"threshold_uncertainty_score":0.06614196},"labels":[],"label_agreement":null},{"id":"W2991625927","doi":"10.3390/biomimetics4040076","title":"Design, Manufacturing, and Testing of a New Concept for a Morphing Leading Edge using a Subsonic Blow Down Wind Tunnel","year":2019,"lang":"en","type":"article","venue":"Biomimetics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Veterans Affairs","keywords":"Morphing; Stall (fluid mechanics); Wing; Leading edge; Camber (aerodynamics); Wind tunnel; Wingspan; Aerospace engineering; Structural engineering; Enhanced Data Rates for GSM Evolution; Lift coefficient; Airfoil; Angle of attack; Mechanical engineering; Engineering; Aerodynamics; Computer science; Mechanics; Physics","score_opus":0.05070107770627281,"score_gpt":0.25345409112811035,"score_spread":0.20275301342183755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991625927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6746008,0.00029791953,0.31831667,0.00019893359,0.00028965375,0.0010988781,0.00020100156,0.0008859082,0.004110255],"genre_scores_gemma":[0.7567146,0.00013797791,0.23870403,0.00007321636,0.000020509173,0.0002663476,0.00015699568,0.00006774049,0.0038586254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995505,0.00004335317,0.000029263365,0.00005688123,0.00025421943,0.0000655982],"domain_scores_gemma":[0.9990349,0.00014115867,0.00013624018,0.00019732295,0.00030526993,0.00018519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010580175,0.00047382087,0.00026534716,0.0004116183,0.00031587388,0.0004718162,0.001038772,0.0007518582,0.0015476437],"category_scores_gemma":[0.0007416052,0.00027281657,0.0004201046,0.0000967003,0.00043871507,0.00063271495,0.0004418051,0.00055456185,0.0002916007],"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":[0.00022768052,0.00025174717,0.0023353894,0.00027955225,0.00002755921,0.00042825576,0.00015783335,0.006026435,0.9510464,0.0011196384,0.00035348427,0.03774606],"study_design_scores_gemma":[0.00041903474,0.019254873,0.02900231,0.0001285822,0.00016221637,0.003147689,0.0003163488,0.089796826,0.81963503,0.0006365116,0.037319455,0.00018113897],"about_ca_topic_score_codex":0.00033026419,"about_ca_topic_score_gemma":0.0005466833,"teacher_disagreement_score":0.0015476437,"about_ca_system_score_codex":0.00017850654,"about_ca_system_score_gemma":0.00054435723,"threshold_uncertainty_score":0.005595386},"labels":[],"label_agreement":null},{"id":"W2992931606","doi":"10.1016/j.buildenv.2019.106582","title":"Air curtain effectiveness rating based on aerodynamics","year":2019,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Concordia University","funders":"","keywords":"Doors; Airflow; Aerodynamics; Infiltration (HVAC); Environmental science; Engineering; Curtain wall; Simulation; Marine engineering; Meteorology; Aerospace engineering; Structural engineering; Mechanical engineering","score_opus":0.003955039661423021,"score_gpt":0.1926178236203867,"score_spread":0.1886627839589637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992931606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940858,0.00034969562,0.013814918,0.00006875065,0.00011940928,0.000313257,0.0009241033,0.00045490818,0.043096837],"genre_scores_gemma":[0.9928833,0.000090294816,0.0027545744,0.000014581756,0.000022503826,0.000033979468,0.00043783395,0.000029578574,0.0037333763],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834204,0.00019701166,0.00011563663,0.000097925156,0.0010739646,0.00017342666],"domain_scores_gemma":[0.99633646,0.00076095853,0.00040963304,0.0001421169,0.002075095,0.0002757408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013812634,0.0005784114,0.00059641915,0.0030809536,0.0004960941,0.0006793011,0.0004523631,0.00036154644,0.00803364],"category_scores_gemma":[0.0039722905,0.00018301724,0.00044050778,0.0006318354,0.000322285,0.0005012531,0.00042743256,0.0002961445,0.0020014227],"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":[0.0034128781,0.0009370944,0.5875095,0.00076411816,0.0005759731,0.00055567943,0.00084259274,0.021356808,0.1354122,0.0016187078,0.011843984,0.23517041],"study_design_scores_gemma":[0.00009044048,0.0031622213,0.8604106,0.00008706158,0.00037535297,0.00050662603,0.0013858657,0.06155366,0.0641241,0.00026618846,0.007936589,0.00010128795],"about_ca_topic_score_codex":0.0043886825,"about_ca_topic_score_gemma":0.010651691,"teacher_disagreement_score":0.00803364,"about_ca_system_score_codex":0.0004139703,"about_ca_system_score_gemma":0.0002661303,"threshold_uncertainty_score":0.026875198},"labels":[],"label_agreement":null},{"id":"W2994551973","doi":"","title":"Wind-Induced Noise of Architectural Perforated Plates","year":2017,"lang":"en","type":"article","venue":"Canadian acoustics","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":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Noise (video); Acoustics; Strouhal number; Particle image velocimetry; Flow (mathematics); Microphone; Flow visualization; Optics; Engineering; Reynolds number; Physics; Turbulence; Mechanics; Loudspeaker; Computer science","score_opus":0.015264887520767916,"score_gpt":0.22009905449069525,"score_spread":0.20483416696992734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994551973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98219186,0.0001907274,0.012551101,0.000021437461,0.000033872944,0.00001659552,0.00007133701,0.00009887365,0.004824345],"genre_scores_gemma":[0.9982362,0.0000916725,0.0008647499,0.0000059949525,0.000003874148,0.00000421529,0.00004619625,0.0000060094003,0.00074102276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980587,0.000023973605,0.000006593389,0.000036568632,0.00008775379,0.000039393966],"domain_scores_gemma":[0.99976224,0.000068290814,0.00006082652,0.000028591207,0.00005720235,0.000022845301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012280134,0.0005201242,0.00029981436,0.0003582993,0.00026739817,0.00043030866,0.00029873784,0.00037017604,0.0012697],"category_scores_gemma":[0.00038695248,0.0002472793,0.0002996749,0.00029834476,0.00063280266,0.00031584586,0.00041310638,0.00022061329,0.00026611937],"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":[0.000778372,0.000090395035,0.014928539,0.00031143252,0.00006295786,0.0036671476,0.00042224492,0.31057474,0.644754,0.0027188822,0.00046174618,0.021229511],"study_design_scores_gemma":[0.000102543534,0.0024384472,0.117727146,0.000189143,0.00015623351,0.0031393662,0.0016578137,0.545748,0.31850109,0.0035654104,0.006529402,0.00024543097],"about_ca_topic_score_codex":0.0010038136,"about_ca_topic_score_gemma":0.0007615562,"teacher_disagreement_score":0.0012697,"about_ca_system_score_codex":0.00017915142,"about_ca_system_score_gemma":0.00012810563,"threshold_uncertainty_score":0.004247546},"labels":[],"label_agreement":null},{"id":"W2995555037","doi":"","title":"Sensitivity of The Canadian Rcm To The Surface and Atmospheric Initial Conditions","year":2001,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sensitivity (control systems); Environmental science; Meteorology; Climatology; Atmospheric sciences; Geography; Geology; Engineering","score_opus":0.013416059035825283,"score_gpt":0.23063675969846392,"score_spread":0.21722070066263863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995555037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86822397,0.0024332935,0.0050198217,0.0055610086,0.00043142878,0.0001549624,0.024164122,0.001942629,0.09206889],"genre_scores_gemma":[0.9895864,0.00031367602,0.0015746448,0.00023101506,0.000030997973,0.000021283273,0.004054329,0.00018681196,0.0040009296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988379,0.00012338258,0.000038381986,0.00025802295,0.0004071693,0.00033511332],"domain_scores_gemma":[0.99703014,0.0005028024,0.00011754943,0.00017209299,0.001962935,0.00021448775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016992077,0.0007459235,0.00067534513,0.0017290695,0.0024508785,0.0026257718,0.0018511624,0.0013671526,0.006232688],"category_scores_gemma":[0.009661607,0.000595463,0.0010718008,0.0024135571,0.00071298156,0.0010520081,0.00079453277,0.0009522448,0.0009781958],"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":[0.00060467445,0.00008384779,0.24988835,0.0003828848,0.0005052037,0.00024261884,0.0005321759,0.64214754,0.006955146,0.010192308,0.0401596,0.048305638],"study_design_scores_gemma":[0.00010984937,0.00004130874,0.58139455,0.0001284698,0.00020103082,0.000054290354,0.00072539324,0.38139802,0.004287525,0.0016761222,0.029668702,0.00031479608],"about_ca_topic_score_codex":0.9926964,"about_ca_topic_score_gemma":0.9872842,"teacher_disagreement_score":0.026610985,"about_ca_system_score_codex":0.026610985,"about_ca_system_score_gemma":0.021465113,"threshold_uncertainty_score":0.19307709},"labels":[],"label_agreement":null},{"id":"W2995864832","doi":"10.1029/2020ja028276","title":"Influence of Kappa Distributions on the Whistler Mode Instability","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Space Physics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Kappa; Instability; Whistler; Physics; Mathematics; Geometry; Mechanics; Plasma; Nuclear physics","score_opus":0.05563207964224827,"score_gpt":0.3320308822251968,"score_spread":0.2763988025829485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995864832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98925716,0.0001593178,0.006707118,0.000036599336,0.000007045424,0.000009838081,0.0000423262,0.00011240602,0.003668145],"genre_scores_gemma":[0.99952567,0.000029939016,0.00021751798,0.0000043696796,0.0000012762624,0.0000035366402,0.00000985599,0.000012403727,0.00019541969],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985886,0.000022993918,0.0000074155337,0.000025959436,0.00004105353,0.000043795673],"domain_scores_gemma":[0.99868613,0.0006315132,0.00027496193,0.00009788317,0.00017616268,0.00013325142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035906647,0.00024964253,0.00016563367,0.00045840224,0.00029904614,0.00064667,0.00018463521,0.00012208376,0.0015549953],"category_scores_gemma":[0.0016042312,0.00016648775,0.00013495288,0.00021704409,0.00040547654,0.00043486778,0.00053545967,0.0002958341,0.00018855765],"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":[0.00088315236,0.00007956631,0.0216061,0.00012748766,0.00007288683,0.000502428,0.0003145594,0.041146617,0.91336143,0.0063484632,0.00026504276,0.015292285],"study_design_scores_gemma":[0.00007001541,0.00069274224,0.06617442,0.00004957833,0.0000741281,0.0006273501,0.0005275213,0.29172137,0.6336959,0.0042203544,0.0020472978,0.0000993318],"about_ca_topic_score_codex":0.00065791415,"about_ca_topic_score_gemma":0.00041840304,"teacher_disagreement_score":0.0015549953,"about_ca_system_score_codex":0.00031167542,"about_ca_system_score_gemma":0.00018791475,"threshold_uncertainty_score":0.0052019954},"labels":[],"label_agreement":null},{"id":"W2996248583","doi":"10.1007/s12273-019-0589-2","title":"Automated BIM-based process for wind engineering design collaboration","year":2019,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Interoperability; Building information modeling; Systems engineering; Workflow; Software engineering; Process (computing); Engineering; Engineering design process; Interface (matter); Computer science; Design process; Work in process; Database; World Wide Web; Mechanical engineering","score_opus":0.015367129077801507,"score_gpt":0.2763553102019736,"score_spread":0.2609881811241721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996248583","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":[0.011298886,0.00003997832,0.972718,0.00009007269,0.000032557484,0.00030430456,0.0004897356,0.009172024,0.0058545643],"genre_scores_gemma":[0.21133494,0.00010407486,0.7812479,0.000065662105,0.000015009156,0.000523481,0.0029530204,0.0010365018,0.0027194084],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99598193,0.0013436946,0.00027994896,0.0004932261,0.0015708783,0.00033025772],"domain_scores_gemma":[0.9948651,0.0017205026,0.00025374015,0.0017752441,0.001079635,0.00030574462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038820142,0.0016343271,0.0015094106,0.0033079267,0.001922492,0.0039048698,0.002363188,0.0014796687,0.016245272],"category_scores_gemma":[0.0079311365,0.0011595251,0.0018267974,0.0025389462,0.0008878692,0.002760912,0.0061521,0.0015717406,0.0055745626],"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":[0.0007200927,0.0015742955,0.0061911717,0.0007053676,0.00023405325,0.0012058978,0.003065801,0.27445775,0.03629006,0.050975624,0.016597599,0.60798234],"study_design_scores_gemma":[0.00009513105,0.00013443945,0.0015115824,0.00009660501,0.0000585773,0.00023156684,0.00069904566,0.917514,0.02279562,0.030162968,0.026630988,0.000069407404],"about_ca_topic_score_codex":0.0052429484,"about_ca_topic_score_gemma":0.006460783,"teacher_disagreement_score":0.016245272,"about_ca_system_score_codex":0.0008325855,"about_ca_system_score_gemma":0.003802783,"threshold_uncertainty_score":0.054345846},"labels":[],"label_agreement":null},{"id":"W2996653610","doi":"10.1016/j.jweia.2019.104054","title":"Coaxial plumes in a windy ambient with applications to cooling towers","year":2019,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plume; Entrainment (biomusicology); Cooling tower; Environmental science; Panache; Coaxial; Mechanics; Meteorology; Atmospheric sciences; Wind speed; Geology; Physics; Water cooling; Thermodynamics; Engineering","score_opus":0.008067367098738589,"score_gpt":0.19318482051851596,"score_spread":0.18511745341977737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996653610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853698,0.000703109,0.010091605,0.0002502297,0.00006973882,0.00005247747,0.000093578594,0.00015140336,0.0032179875],"genre_scores_gemma":[0.9974235,0.00012265134,0.001597253,0.000012005105,0.000019900639,0.0000069854814,0.000031554195,0.000010558904,0.0007755487],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998653,0.00002754235,0.0000042100346,0.000019290546,0.000052749823,0.000030893898],"domain_scores_gemma":[0.9996333,0.0001398849,0.00003522985,0.000023316481,0.0001293725,0.00003883215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020938201,0.00034993133,0.00033257765,0.00041758895,0.0006390261,0.0006240633,0.00029258794,0.0007452516,0.0010540035],"category_scores_gemma":[0.00072003953,0.00011826265,0.00020845154,0.0004370356,0.00054451084,0.00072651176,0.00049769,0.0004673942,0.00011999954],"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":[0.002082727,0.0006191267,0.023344222,0.00027431457,0.000031956482,0.0034169876,0.0009316888,0.055151224,0.866951,0.0034379154,0.0015057052,0.042253193],"study_design_scores_gemma":[0.00038896728,0.0017750132,0.09844381,0.000063018044,0.000079103345,0.0020093126,0.0014374119,0.5403484,0.347718,0.0017603292,0.0058081755,0.00016833846],"about_ca_topic_score_codex":0.0026465948,"about_ca_topic_score_gemma":0.001719486,"teacher_disagreement_score":0.0026465948,"about_ca_system_score_codex":0.0003322585,"about_ca_system_score_gemma":0.0002610066,"threshold_uncertainty_score":0.0052623153},"labels":[],"label_agreement":null},{"id":"W2996671058","doi":"","title":"The Forcing Mechanisms for a Mesoscale Windstorm in the Vicinity of Metro Vancouver, Canada","year":2017,"lang":"en","type":"article","venue":"17th Conference on Mesoscale Processes","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Mesoscale meteorology; Forcing (mathematics); Meteorology; Climatology; Geology; Environmental science; Geography","score_opus":0.022579121936827873,"score_gpt":0.2518858951662327,"score_spread":0.22930677322940485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996671058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815182,0.0001692568,0.0004403656,0.00257477,0.000046164027,0.000039415,0.0007445144,0.0000758527,0.014391371],"genre_scores_gemma":[0.9978138,0.000057493824,0.00014830673,0.000039268227,0.0000038575004,0.000005222025,0.00008391582,0.000009182437,0.0018389955],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978215,0.000018930188,0.000009033254,0.000027677948,0.000041259656,0.00012101158],"domain_scores_gemma":[0.9994382,0.00004626132,0.00003650909,0.000017193108,0.00029363352,0.00016816027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023863043,0.00021233008,0.00031725795,0.0004955598,0.0038288515,0.0024276034,0.0008596543,0.0011159377,0.00485082],"category_scores_gemma":[0.0010859041,0.00039424794,0.00038540296,0.00056132994,0.00059381255,0.000378949,0.0008745585,0.0007097096,0.00032151348],"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":[0.0005092351,0.0002942639,0.8126884,0.0002067205,0.00018114176,0.0033399179,0.0034416162,0.082573235,0.022298153,0.018629042,0.031015392,0.02482285],"study_design_scores_gemma":[0.00012549417,0.000042442127,0.878048,0.00008990099,0.0000816276,0.000116865485,0.0073205386,0.09907586,0.0010831055,0.001494233,0.0124231605,0.00009882764],"about_ca_topic_score_codex":0.9717828,"about_ca_topic_score_gemma":0.98877686,"teacher_disagreement_score":0.028217196,"about_ca_system_score_codex":0.017013533,"about_ca_system_score_gemma":0.01561317,"threshold_uncertainty_score":0.12344241},"labels":[],"label_agreement":null},{"id":"W2997505029","doi":"","title":"TUF-Pedestrian: A Three-Dimensional Microscale Model for Pedestrian Thermal Exposure in Urban Environments","year":2020,"lang":"en","type":"article","venue":"100th American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pedestrian; Microscale chemistry; Environmental science; Geography; Transport engineering; Engineering; Mathematics","score_opus":0.01909077300642837,"score_gpt":0.2294876465193957,"score_spread":0.21039687351296735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997505029","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":[0.32565755,0.0005921784,0.63382757,0.0010861062,0.0003890735,0.0002336997,0.008166122,0.0044690487,0.025578631],"genre_scores_gemma":[0.94191635,0.00033475584,0.04837106,0.0001770339,0.00009859831,0.00032107148,0.0017634834,0.0005004843,0.0065171435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987435,0.000030324205,0.0000063770094,0.00003152106,0.000027467211,0.000029989216],"domain_scores_gemma":[0.99976546,0.00007527942,0.00002723563,0.000023210669,0.00005837989,0.000050424427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020289194,0.0008013158,0.00093304086,0.00039810775,0.0006923216,0.00095723144,0.0020078267,0.0017037716,0.0051059527],"category_scores_gemma":[0.0009970588,0.00061054225,0.0011891446,0.00065033877,0.0004365449,0.00095124013,0.0008181148,0.00083116227,0.0007857049],"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":[0.000022344526,0.000029601011,0.0010023117,0.000015362764,0.000019483054,0.000043208845,0.000026429745,0.99330574,0.00033008194,0.0017237612,0.0011701885,0.0023115482],"study_design_scores_gemma":[0.0000073966658,0.000006370301,0.00026952237,0.0000025086167,0.0000044313533,0.00000857863,0.0000068147847,0.9984407,0.000059795777,0.0006691537,0.00051738526,0.0000073211954],"about_ca_topic_score_codex":0.052798703,"about_ca_topic_score_gemma":0.033244625,"teacher_disagreement_score":0.052798703,"about_ca_system_score_codex":0.00081338437,"about_ca_system_score_gemma":0.001543395,"threshold_uncertainty_score":0.104982734},"labels":[],"label_agreement":null},{"id":"W2997640726","doi":"10.3992/1943-4618.14.4.133","title":"Effect of Different Climates On a Shipping Container Passive House in Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Container (type theory); Passive house; Architectural engineering; Environmental science; Containerization; Business; Engineering; Civil engineering; Geography; Efficient energy use","score_opus":0.004383729155205534,"score_gpt":0.20900826150812923,"score_spread":0.2046245323529237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997640726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984861,0.000016575383,0.0000699771,0.000007882453,0.0000013083458,0.000007385182,0.0001904925,0.0000066366333,0.001213702],"genre_scores_gemma":[0.99878234,0.000031525575,0.00014880391,0.0000048135093,3.6095815e-7,0.0000037068544,0.00019535632,0.000003774501,0.0008293342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999754,0.000019050998,0.000006057325,0.0000400682,0.00006830601,0.000112529335],"domain_scores_gemma":[0.99964404,0.00003767444,0.000028403523,0.000013083543,0.00020786101,0.00006897177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020516744,0.0003190019,0.0002128015,0.00047932507,0.0015643977,0.00079720916,0.00042182213,0.00015647127,0.0012464218],"category_scores_gemma":[0.0003832103,0.00016198124,0.00030207698,0.0009613251,0.00061304664,0.00015834591,0.0003686761,0.00019027611,0.00010481959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001891942,0.0003867841,0.85399085,0.00015612177,0.00013344179,0.0017707752,0.0034818556,0.03677076,0.061579186,0.0009823417,0.0020414274,0.03681439],"study_design_scores_gemma":[0.000009007325,0.00015341389,0.9852304,0.000006016692,0.000024690467,0.00006013288,0.0036719341,0.0047645895,0.0045092893,0.00003197119,0.0015160436,0.000022546756],"about_ca_topic_score_codex":0.9587718,"about_ca_topic_score_gemma":0.9861282,"teacher_disagreement_score":0.041228175,"about_ca_system_score_codex":0.011875275,"about_ca_system_score_gemma":0.0050991965,"threshold_uncertainty_score":0.086161554},"labels":[],"label_agreement":null},{"id":"W3005837501","doi":"","title":"The Budget of Turbulence Kinetic Energy and Heat in the Urban Roughness Sublayer","year":2020,"lang":"en","type":"article","venue":"100th American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Turbulence kinetic energy; Turbulence; Kinetic energy; Energy budget; Meteorology; Environmental science; Mechanics; Atmospheric sciences; Thermodynamics; Physics; Classical mechanics","score_opus":0.008836212784007027,"score_gpt":0.21314543902461303,"score_spread":0.204309226240606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005837501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98412806,0.00046036794,0.010018612,0.00020253359,0.000037915248,0.000027034366,0.0007589388,0.0001224935,0.004244082],"genre_scores_gemma":[0.99792624,0.00011211855,0.00061757275,0.000014175457,0.000008777315,0.000008951747,0.00022572064,0.00004262006,0.0010437272],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982125,0.00002836719,0.000012196388,0.000042849646,0.00003249499,0.000062836945],"domain_scores_gemma":[0.9996675,0.00010404814,0.000040220544,0.000031329648,0.00011875476,0.00003804244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031073255,0.00057090225,0.0004531894,0.0008061911,0.0004359866,0.0012524984,0.0004947188,0.0004983014,0.0016517492],"category_scores_gemma":[0.0012529434,0.00046349544,0.00026999426,0.0007541724,0.00044615095,0.001910605,0.0004743042,0.0003059994,0.00027350828],"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":[0.001353874,0.0002682344,0.14993596,0.00024856604,0.00034576026,0.0004034363,0.00030699896,0.59579045,0.18308015,0.026497671,0.0019742155,0.039794732],"study_design_scores_gemma":[0.000105946514,0.00009476628,0.15934528,0.000026490896,0.00007884833,0.00007366538,0.00020161507,0.8215571,0.014678221,0.002530103,0.0011888866,0.00011903211],"about_ca_topic_score_codex":0.022798385,"about_ca_topic_score_gemma":0.014046717,"teacher_disagreement_score":0.022798385,"about_ca_system_score_codex":0.0010047207,"about_ca_system_score_gemma":0.00086655834,"threshold_uncertainty_score":0.04533136},"labels":[],"label_agreement":null},{"id":"W3006088230","doi":"","title":"Heat and Thermal Stress Mitigation Strategies Evaluated over Montreal and Toronto, Canada","year":2020,"lang":"en","type":"article","venue":"100th American Meteorological Society Annual Meeting","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Heat stress; Environmental science; Stress (linguistics); Heat wave; Meteorology; Political science; Geography; Climate change; Atmospheric sciences; Geology; Oceanography","score_opus":0.007289116275461542,"score_gpt":0.2201220807459451,"score_spread":0.21283296447048355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006088230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98547494,0.00042189614,0.00037845006,0.00032832654,0.000023102582,0.0002785961,0.0020762929,0.00007055139,0.010947882],"genre_scores_gemma":[0.99316,0.00025674075,0.00090305466,0.000078743404,0.0000052494224,0.000063276326,0.000738871,0.000008030923,0.004786067],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994992,0.0000704535,0.000014853563,0.000056866917,0.0001277042,0.00023088367],"domain_scores_gemma":[0.99925,0.00004744456,0.00005221047,0.000010226727,0.00043697373,0.00020325817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005474996,0.0007089252,0.00042893115,0.00059597427,0.0026972701,0.0013654168,0.00079497544,0.00045850364,0.0024173371],"category_scores_gemma":[0.0009380186,0.0002265685,0.00038057484,0.0012723228,0.0005304056,0.0003535877,0.0005298137,0.00039334415,0.00018077127],"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":[0.009086007,0.002738533,0.40932414,0.0016034179,0.0014927655,0.0022472593,0.00436161,0.309282,0.05506707,0.004684522,0.037759405,0.16235328],"study_design_scores_gemma":[0.0006969572,0.0022814304,0.9183204,0.0001402899,0.00059761904,0.00007247191,0.009785449,0.03889774,0.006990418,0.000217499,0.021855861,0.00014402001],"about_ca_topic_score_codex":0.9942959,"about_ca_topic_score_gemma":0.9982999,"teacher_disagreement_score":0.034100216,"about_ca_system_score_codex":0.034100216,"about_ca_system_score_gemma":0.031933587,"threshold_uncertainty_score":0.24741554},"labels":[],"label_agreement":null},{"id":"W3006523556","doi":"10.1080/10962247.2020.1728424","title":"Comparisons of forward-in-time and backward-in-time Lagrangian stochastic dispersion models for micro-scale atmospheric dispersion","year":2020,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","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":"University of Calgary","funders":"","keywords":"Dispersion (optics); Wind speed; Atmospheric dispersion modeling; Stochastic modelling; Correlation coefficient; Scale (ratio); Atmosphere (unit); Mathematics; Steady state (chemistry); Mechanics; Statistics; Meteorology; Environmental science; Statistical physics; Physics; Chemistry; Air pollution; Optics","score_opus":0.00671901089959999,"score_gpt":0.19523128072807666,"score_spread":0.18851226982847666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006523556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7753374,0.00087238336,0.2105072,0.0007990281,0.00020376827,0.00012449441,0.0006823931,0.0009922424,0.010481053],"genre_scores_gemma":[0.9811112,0.00027367394,0.016127381,0.00005031352,0.0000268583,0.00007272935,0.00055846764,0.00007802229,0.0017012431],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999589,0.000097480886,0.00003841334,0.00006916571,0.00014169177,0.0000642623],"domain_scores_gemma":[0.9988859,0.00050314696,0.00012051826,0.00007548547,0.00033488474,0.00008008908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011174972,0.00082224526,0.0007288283,0.00085383485,0.0004774866,0.0007293445,0.0011543988,0.0009340859,0.00087641255],"category_scores_gemma":[0.001902016,0.000387006,0.0013294196,0.00064076565,0.0003628897,0.0011047592,0.0006987892,0.0007301021,0.00020217897],"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":[0.00005248401,0.00004569031,0.0025327627,0.00002158453,0.000027391883,0.000023571114,0.000022014867,0.99043256,0.000638537,0.0010386033,0.00019420838,0.0049705724],"study_design_scores_gemma":[0.000005628018,0.00001111676,0.00024823207,0.0000016009255,0.0000033829947,0.0000023247833,0.0000037535794,0.9993938,0.00013541088,0.000118959564,0.00007140178,0.0000044147237],"about_ca_topic_score_codex":0.044727117,"about_ca_topic_score_gemma":0.017549781,"teacher_disagreement_score":0.044727117,"about_ca_system_score_codex":0.0013081508,"about_ca_system_score_gemma":0.001718316,"threshold_uncertainty_score":0.08893353},"labels":[],"label_agreement":null},{"id":"W3006848234","doi":"10.1126/sciadv.aay8973","title":"Surface reservoirs dominate dynamic gas-surface partitioning of many indoor air constituents","year":2020,"lang":"en","type":"article","venue":"Science Advances","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; University of Texas at Austin; Alfred P. Sloan Foundation","keywords":"Surface (topology); Environmental science; Indoor air; Environmental chemistry; Petroleum engineering; Geology; Chemistry; Environmental engineering; Mathematics","score_opus":0.011495395043650436,"score_gpt":0.2561400919253487,"score_spread":0.24464469688169826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006848234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805264,0.0017266242,0.014663091,0.00007950651,0.000013842908,0.000053545376,0.0002940231,0.0001419578,0.0025011958],"genre_scores_gemma":[0.9971308,0.0004929542,0.0014545495,0.000014370276,0.0000049533546,0.0000114297,0.00015461279,0.000026160973,0.0007102377],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997447,0.000033865057,0.0000066470343,0.00006813596,0.00008539174,0.00006111619],"domain_scores_gemma":[0.999833,0.00005335239,0.000042199536,0.000009528628,0.000047278234,0.000014589252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199062,0.0003025462,0.0003258941,0.00040283107,0.000317639,0.00070982595,0.00030012094,0.0002806797,0.0018612419],"category_scores_gemma":[0.00026361932,0.00025934807,0.00019271972,0.00024588048,0.0002501524,0.0009528206,0.0005207133,0.00023061775,0.00042780756],"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":[0.00027563877,0.000047371286,0.021884082,0.00021827294,0.000054136766,0.00018015532,0.00012861608,0.0007961723,0.9552342,0.0009441894,0.00015159446,0.020085521],"study_design_scores_gemma":[0.000017495175,0.00076565135,0.104668565,0.00003316156,0.00008923164,0.00053438544,0.00086161867,0.018780658,0.86600846,0.0022978308,0.005893809,0.000049176986],"about_ca_topic_score_codex":0.0017826188,"about_ca_topic_score_gemma":0.002531859,"teacher_disagreement_score":0.0018612419,"about_ca_system_score_codex":0.00025745647,"about_ca_system_score_gemma":0.00030853774,"threshold_uncertainty_score":0.00622648},"labels":[],"label_agreement":null},{"id":"W3010817566","doi":"10.1007/978-3-030-41235-7_25","title":"A Parametric Study of Numerical Modelling of Water Mist Systems in Protection of Wood Frame Buildings","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Mist; Frame (networking); Parametric statistics; Environmental science; Architectural engineering; Structural engineering; Civil engineering; Engineering; Mechanical engineering; Mathematics; Geography; Meteorology; Statistics","score_opus":0.03476658835134962,"score_gpt":0.20848948124196326,"score_spread":0.17372289289061366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010817566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72139204,0.0010940672,0.2164797,0.00024409378,0.00008729383,0.00008578538,0.00017526421,0.00020294277,0.060238723],"genre_scores_gemma":[0.9900842,0.00020427359,0.005950367,0.000009146346,0.000010859949,0.00001482014,0.00002918466,0.00001871027,0.00367851],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981886,0.000060364182,0.000008124155,0.0000221304,0.00005858737,0.000031938234],"domain_scores_gemma":[0.9994561,0.00040065375,0.00004149226,0.00004536524,0.000041450938,0.000014975727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020600684,0.00032986078,0.0004610964,0.0002647894,0.00041976315,0.00085773476,0.0009862807,0.0009816356,0.0020283281],"category_scores_gemma":[0.0010915898,0.00032421015,0.00041352655,0.00039466177,0.0008055634,0.00062837964,0.00048254884,0.0004720001,0.00015810541],"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":[0.000033558965,0.000036096233,0.00040900792,0.000029847133,0.000004369938,0.00009873522,0.00006781877,0.9857605,0.0039533656,0.0030518624,0.00019673668,0.006358062],"study_design_scores_gemma":[0.0000018557706,0.000028773798,0.00045809857,0.0000041047592,0.0000025161505,0.00003160639,0.000031662865,0.9977518,0.0006137948,0.00069240184,0.0003785229,0.000004988058],"about_ca_topic_score_codex":0.004589581,"about_ca_topic_score_gemma":0.0042062565,"teacher_disagreement_score":0.004589581,"about_ca_system_score_codex":0.0004280452,"about_ca_system_score_gemma":0.00033862848,"threshold_uncertainty_score":0.009125769},"labels":[],"label_agreement":null},{"id":"W3010959898","doi":"","title":"On the development of homogenized hourly surface wind speeds data for Canada","year":2018,"lang":"en","type":"article","venue":"EGUGA","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meteorology; Environmental science; Climatology; Wind speed; Atmospheric sciences; Geography; Geology","score_opus":0.03321563987710362,"score_gpt":0.2398342612776764,"score_spread":0.2066186214005728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010959898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9097847,0.00025101996,0.010789538,0.0004284535,0.00006455424,0.00023672936,0.05991776,0.0009257217,0.01760159],"genre_scores_gemma":[0.9333425,0.00026753117,0.022377968,0.00007192048,0.000012118101,0.00009572389,0.038546536,0.00021077027,0.0050748237],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950886,0.00003994233,0.00002721914,0.0000573301,0.00026442762,0.00010235335],"domain_scores_gemma":[0.99701595,0.00022175521,0.00010323813,0.000196875,0.002316679,0.00014548944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077440194,0.00033802434,0.00027186857,0.0013273566,0.0012781663,0.00094587094,0.0009323846,0.00034375096,0.0025224893],"category_scores_gemma":[0.0035837626,0.00032618284,0.00032561243,0.0029352226,0.00023912123,0.0005211157,0.0003490311,0.0004846289,0.00061561854],"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":[0.0004989412,0.0004142963,0.40334734,0.00026891087,0.00019355462,0.00044096733,0.00097116805,0.3680042,0.011711986,0.00775634,0.035735656,0.17065664],"study_design_scores_gemma":[0.00012476085,0.00006292033,0.66938514,0.000107466396,0.000084819934,0.00006144848,0.0008307529,0.28048483,0.010728884,0.00063361926,0.03739654,0.00009880838],"about_ca_topic_score_codex":0.9864516,"about_ca_topic_score_gemma":0.9899742,"teacher_disagreement_score":0.013548374,"about_ca_system_score_codex":0.008713888,"about_ca_system_score_gemma":0.021581084,"threshold_uncertainty_score":0.06322396},"labels":[],"label_agreement":null},{"id":"W3011242217","doi":"10.3390/buildings10030053","title":"Durability and Climate Change—Implications for Service Life Prediction and the Maintainability of Buildings","year":2020,"lang":"en","type":"article","venue":"Buildings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"Infrastructure Canada; National Research Council Canada; Government of Canada","keywords":"Maintainability; Building envelope; Resilience (materials science); Climate change; Architectural engineering; Government (linguistics); Durability; Environmental resource management; Built environment; Service (business); Engineering; Environmental planning; Business; Civil engineering; Computer science; Environmental science; Geography; Reliability engineering","score_opus":0.02396879820643181,"score_gpt":0.23882133130183783,"score_spread":0.21485253309540603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011242217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48688054,0.2817048,0.10286499,0.019465147,0.0010771491,0.00013259987,0.0027609104,0.00030637535,0.10480742],"genre_scores_gemma":[0.9554652,0.036697477,0.0048814155,0.00019201013,0.00026467568,0.000019516641,0.00033858995,0.000023085458,0.002117934],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996171,0.00012209019,0.00002476038,0.000055331006,0.00013900109,0.00004174541],"domain_scores_gemma":[0.99746513,0.0016272239,0.00039502155,0.00010226141,0.0003326215,0.000077744604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012791534,0.0003929012,0.0003801126,0.001170112,0.0003451158,0.0021485474,0.0005773475,0.0009452628,0.0021028446],"category_scores_gemma":[0.004606777,0.00018894603,0.0004469393,0.0019556186,0.0008539497,0.0024254704,0.0006745434,0.0010957395,0.00031103785],"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":[0.00019941504,0.00027031696,0.20223467,0.0016864242,0.00023694609,0.00054574024,0.0013800206,0.242048,0.0034048124,0.118461594,0.009496563,0.4200355],"study_design_scores_gemma":[0.000010185737,0.00057230174,0.34792778,0.0024715466,0.00018852163,0.00083887373,0.005704885,0.2644847,0.0054619596,0.24931803,0.12270854,0.0003127619],"about_ca_topic_score_codex":0.017991908,"about_ca_topic_score_gemma":0.0110019175,"teacher_disagreement_score":0.017991908,"about_ca_system_score_codex":0.0009824815,"about_ca_system_score_gemma":0.00057776924,"threshold_uncertainty_score":0.03577435},"labels":[],"label_agreement":null},{"id":"W3012306851","doi":"10.1007/s00231-020-02851-8","title":"A numerical and experimental study of natural convective heat transfer from two-sided circular and square horizontal plates having a finite thickness","year":2020,"lang":"en","type":"article","venue":"Heat and Mass Transfer","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nusselt number; Heat transfer; Mechanics; Natural convection; Dimensionless quantity; Isothermal process; Heat transfer coefficient; Rayleigh number; Adiabatic process; Thermodynamics; Reynolds number; Physics; Turbulence","score_opus":0.01266567715900789,"score_gpt":0.22335117882559535,"score_spread":0.21068550166658745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012306851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970162,0.000082483,0.0019617772,0.000020704123,0.000013301574,0.000019792087,0.00007780126,0.000029142106,0.0007788089],"genre_scores_gemma":[0.9974437,0.00004841973,0.0018381914,0.0000040015634,0.000006175959,0.000022762819,0.00004871779,0.000005709116,0.000582431],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971825,0.00005307144,0.00001532933,0.0000529495,0.00010864885,0.000051622792],"domain_scores_gemma":[0.9981499,0.0012413748,0.00015909353,0.00019469675,0.00019886313,0.00005613409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006821654,0.00037709883,0.0004636936,0.00030838157,0.0008458094,0.00031248084,0.00066321995,0.00062220177,0.001925664],"category_scores_gemma":[0.0016532865,0.00030613126,0.00040012677,0.00041836116,0.0011503181,0.00055959733,0.00038231452,0.00045105623,0.00016131953],"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":[0.0012647283,0.00092665484,0.0030477582,0.00031687637,0.000023035958,0.00013285172,0.0005160423,0.019765042,0.9664765,0.0009442401,0.00022424449,0.006362034],"study_design_scores_gemma":[0.00026612496,0.005187234,0.018616555,0.000020151494,0.000048291025,0.00023098353,0.00038170518,0.07903131,0.8949123,0.00027722016,0.000974987,0.000053063115],"about_ca_topic_score_codex":0.0013075331,"about_ca_topic_score_gemma":0.0009434004,"teacher_disagreement_score":0.001925664,"about_ca_system_score_codex":0.00031104079,"about_ca_system_score_gemma":0.0002650574,"threshold_uncertainty_score":0.0064420104},"labels":[],"label_agreement":null},{"id":"W3013148348","doi":"10.12989/was.2020.30.3.231","title":"Numerical characterization of downburst wind field at WindEEE dome","year":2020,"lang":"en","type":"article","venue":"Wind and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbulence; Large eddy simulation; Wind engineering; Meteorology; Flow (mathematics); Terrain; Computer simulation; Geology; Environmental science; Engineering; Mechanics; Simulation; Physics; Geography","score_opus":0.007765778758122545,"score_gpt":0.20143019486974847,"score_spread":0.19366441611162594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013148348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99651563,0.00003282413,0.0017381825,0.000036769696,0.0000059562367,0.000016844206,0.00019342308,0.00005067854,0.0014096899],"genre_scores_gemma":[0.99821174,0.000029321878,0.0012062025,0.0000057654843,0.0000014179398,0.000009582251,0.00019111736,0.0000064583232,0.00033825467],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994314,0.0000088161,0.000004809421,0.000012299807,0.000014292825,0.000016707665],"domain_scores_gemma":[0.999838,0.000058306116,0.000020124091,0.000017852675,0.000035187124,0.000030488094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001348964,0.00028004858,0.00025667952,0.00035969465,0.0004238997,0.00057545246,0.00032071292,0.00047426662,0.00070424954],"category_scores_gemma":[0.00046187788,0.00010386402,0.00023311873,0.0002769592,0.00041822362,0.00029405527,0.00027654335,0.00032971802,0.000078227014],"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":[0.00043245623,0.00045150236,0.14562762,0.00011466843,0.0000448801,0.0016881294,0.00074637344,0.76698446,0.06393573,0.0019324888,0.0007854612,0.017256262],"study_design_scores_gemma":[0.000033954126,0.00008920351,0.048904985,0.000011816096,0.0000073035376,0.00006623323,0.00039772585,0.946036,0.0038525148,0.00016268833,0.00041816,0.000019444346],"about_ca_topic_score_codex":0.0341752,"about_ca_topic_score_gemma":0.030680714,"teacher_disagreement_score":0.0341752,"about_ca_system_score_codex":0.00046796375,"about_ca_system_score_gemma":0.00045742685,"threshold_uncertainty_score":0.06795251},"labels":[],"label_agreement":null},{"id":"W3014685348","doi":"10.1061/9780784482896.045","title":"Refinement of Snow Loads Using Model Studies","year":2020,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Snow; Storm; Flume; Wind tunnel; Environmental science; Computer science; Scaling; Meteorology; Flow (mathematics); Engineering; Mathematics; Aerospace engineering","score_opus":0.09743115525894329,"score_gpt":0.2920809368492613,"score_spread":0.19464978159031798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014685348","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":[0.31475398,0.00026514288,0.6241005,0.00028824605,0.0000999225,0.0005925793,0.0015483453,0.00115629,0.057195038],"genre_scores_gemma":[0.93247694,0.00042325442,0.059328075,0.000053401476,0.000030420395,0.00040145332,0.00070201076,0.0003380563,0.006246264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996165,0.0001377689,0.000036348105,0.000062435785,0.00011363068,0.000033201446],"domain_scores_gemma":[0.99900997,0.0004746208,0.00009225137,0.00018485136,0.00022109659,0.000017069442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010332533,0.0006444016,0.00055941334,0.0006909477,0.00045447226,0.0010535487,0.00096601265,0.0007196653,0.0033228875],"category_scores_gemma":[0.0033979153,0.0003977591,0.00095407554,0.0006296628,0.00035066367,0.0012292712,0.0005681571,0.00062399526,0.0004763585],"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":[0.000047838348,0.0000520054,0.0019692818,0.00010262493,0.000012928463,0.00006847595,0.0001480153,0.9721173,0.0032065841,0.008054908,0.0005348468,0.0136851575],"study_design_scores_gemma":[0.000013666281,0.000042358555,0.0007349665,0.000027392776,0.000010983155,0.00001803822,0.000050692688,0.9912776,0.0023325542,0.0023696865,0.003111508,0.0000106364105],"about_ca_topic_score_codex":0.009519535,"about_ca_topic_score_gemma":0.009362459,"teacher_disagreement_score":0.009519535,"about_ca_system_score_codex":0.0009449822,"about_ca_system_score_gemma":0.0009096447,"threshold_uncertainty_score":0.01892829},"labels":[],"label_agreement":null},{"id":"W3014849539","doi":"","title":"On thermally forced circulations over heated terrain","year":2013,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Wind and Air Flow Studies","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":"McGill University","funders":"","keywords":"Scaling; Boundary layer; Mechanics; Terrain; Flow (mathematics); Stability (learning theory); Planetary boundary layer; Meteorology; Physics; Mathematics; Geometry; Computer science","score_opus":0.009874103045301967,"score_gpt":0.21422591890945267,"score_spread":0.2043518158641507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014849539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99423957,0.000048257607,0.0041664247,0.00006034831,0.0000064053825,0.0000066670896,0.0000447412,0.00006510228,0.0013625679],"genre_scores_gemma":[0.9992567,0.000018825172,0.0005439336,0.0000045540237,0.000003764496,0.0000035804444,0.000022912538,0.0000056338286,0.00013999484],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993265,0.000025705971,0.0000024684261,0.000009380027,0.000015477106,0.0000143102425],"domain_scores_gemma":[0.9997969,0.00007094213,0.00004972203,0.000025273179,0.00003582758,0.000021332504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013238755,0.00026032762,0.00025397714,0.0003261465,0.00026418697,0.00034311463,0.0002601485,0.00022533642,0.0005382251],"category_scores_gemma":[0.0008853143,0.00014991757,0.00031324354,0.00020886237,0.00052923826,0.0003758067,0.00026837894,0.000239243,0.000049952003],"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":[0.000098694785,0.000057007677,0.010807334,0.000027540833,0.000042045005,0.00023019227,0.00010958503,0.9477973,0.031455014,0.004891565,0.00020356753,0.004280141],"study_design_scores_gemma":[0.000009452286,0.000012305424,0.0034415906,0.0000016332141,0.00000230117,0.000008847177,0.000012556938,0.9950153,0.0009860492,0.00044858086,0.00005667598,0.00000460003],"about_ca_topic_score_codex":0.009191839,"about_ca_topic_score_gemma":0.004188033,"teacher_disagreement_score":0.009191839,"about_ca_system_score_codex":0.0005450888,"about_ca_system_score_gemma":0.00025294986,"threshold_uncertainty_score":0.018276691},"labels":[],"label_agreement":null},{"id":"W3014875849","doi":"10.2514/6.2020-2456","title":"Towards Modelling of Thermal Protection Systems with Transpiration Cooling","year":2020,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transpiration; Thermal; Thermal protection; Environmental science; Computer science; Nuclear engineering; Materials science; Engineering; Meteorology; Chemistry; Physics","score_opus":0.04136442726120361,"score_gpt":0.19400943159811554,"score_spread":0.15264500433691192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014875849","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":[0.12248198,0.0007941818,0.8532668,0.00052007847,0.00013297473,0.00014208794,0.0002796958,0.00050708675,0.021875087],"genre_scores_gemma":[0.94913524,0.0005285153,0.0398503,0.00011093793,0.000050563165,0.00018172152,0.00017394812,0.00018184046,0.009786911],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974054,0.00010229021,0.000011898478,0.000047682635,0.00005478036,0.000042678977],"domain_scores_gemma":[0.99957985,0.00022870526,0.000043639506,0.00004286104,0.00007671465,0.000028290431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005067393,0.00094210147,0.0012890514,0.0003833552,0.00062664406,0.0015237391,0.001577483,0.0018393234,0.0028196136],"category_scores_gemma":[0.0015355569,0.000819977,0.0012459601,0.00038252302,0.0011998564,0.0016074147,0.0010278544,0.0013803331,0.00039296504],"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":[0.000008168522,0.000006086683,0.000085451175,0.000014257382,0.000004364071,0.00001239692,0.000015954069,0.9969651,0.00050106674,0.001560583,0.00004763001,0.0007789888],"study_design_scores_gemma":[0.0000037847788,0.000005842864,0.000041934316,0.0000033764568,0.0000021091719,0.0000023643872,0.000004361475,0.99860746,0.00013888387,0.0009435253,0.00024450637,0.0000018412164],"about_ca_topic_score_codex":0.018113337,"about_ca_topic_score_gemma":0.009497687,"teacher_disagreement_score":0.018113337,"about_ca_system_score_codex":0.00082537474,"about_ca_system_score_gemma":0.0012410714,"threshold_uncertainty_score":0.03601581},"labels":[],"label_agreement":null},{"id":"W3021114849","doi":"","title":"Sheltering in buildings from large-scale outdoor releases","year":2004,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","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":"Toxic gas; Harm; Environmental science; Doors; Signage; Ventilation (architecture); Accidental; Preparedness; Scale (ratio); Business; Environmental planning; Environmental engineering; Engineering; Geography; Meteorology; Political science; Advertising","score_opus":0.00799231039456274,"score_gpt":0.19498350225787314,"score_spread":0.1869911918633104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021114849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7082522,0.011952387,0.013879088,0.002114307,0.00068204757,0.00027598202,0.002673962,0.0018203111,0.2583497],"genre_scores_gemma":[0.94572777,0.0031987499,0.002614578,0.00014360815,0.000116004645,0.0000483965,0.0011011522,0.00008826069,0.046961416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997049,0.000041601063,0.000012929301,0.000031690222,0.00014988251,0.000058984602],"domain_scores_gemma":[0.999705,0.000050342675,0.00008605288,0.000031055948,0.000048309983,0.00007919788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016308468,0.00027905844,0.00016317505,0.0004279328,0.0005901457,0.0009443613,0.00039340905,0.00048280833,0.023763862],"category_scores_gemma":[0.00035272515,0.00013328764,0.00022012374,0.0004151216,0.00032688765,0.00039587697,0.0012911852,0.0003151282,0.004001756],"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":[0.0003921479,0.00028493922,0.10034546,0.0010008015,0.00006466496,0.0049014026,0.0025802406,0.009827999,0.029881297,0.006392591,0.099361084,0.7449674],"study_design_scores_gemma":[0.000047076897,0.0012016367,0.34802893,0.0010894099,0.00008250073,0.0053704167,0.008410773,0.0062051434,0.02420471,0.005316457,0.5999344,0.0001085392],"about_ca_topic_score_codex":0.003485133,"about_ca_topic_score_gemma":0.007736687,"teacher_disagreement_score":0.023763862,"about_ca_system_score_codex":0.0003569172,"about_ca_system_score_gemma":0.00041306796,"threshold_uncertainty_score":0.07949805},"labels":[],"label_agreement":null},{"id":"W3026258083","doi":"10.1061/(asce)st.1943-541x.0002707","title":"Air-Permeability Factor for Wind Loads on Loose-Laid Pavers on Flat Roofs","year":2020,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Western University","funders":"","keywords":"Roof; Flat roof; Geotechnical engineering; Aerodynamics; Engineering; Geology; Structural engineering","score_opus":0.012361484546570727,"score_gpt":0.20974634138793324,"score_spread":0.1973848568413625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026258083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990557,0.000013437871,0.00051548844,0.0000017909097,8.820157e-7,0.0000050216763,0.00004033682,0.0000100236275,0.00035743855],"genre_scores_gemma":[0.9996872,0.000009825485,0.0001270696,4.4582183e-7,3.0207352e-7,0.0000015730283,0.000027686168,0.0000021186006,0.00014371172],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978226,0.000017481889,0.000009422725,0.000045278277,0.00010185631,0.000043720836],"domain_scores_gemma":[0.9996612,0.00011692639,0.000061271676,0.000025934958,0.00009949577,0.000035131383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001537001,0.00027479138,0.00025765414,0.0005240918,0.00031509637,0.00034993133,0.00023746089,0.00016698427,0.0014302261],"category_scores_gemma":[0.00065498933,0.00018866968,0.0002306505,0.00031080956,0.0004158637,0.0002845082,0.00016474923,0.000177904,0.00019381136],"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":[0.0014605039,0.00037542643,0.25976014,0.00018875799,0.000062497034,0.0009735969,0.0007011191,0.068032846,0.6317413,0.00034960284,0.00029069654,0.036063563],"study_design_scores_gemma":[0.000020728452,0.00041567555,0.8675185,0.000008127533,0.000039251223,0.00013025079,0.00052668405,0.0462454,0.08469921,0.000056709498,0.00031046057,0.0000290682],"about_ca_topic_score_codex":0.04666676,"about_ca_topic_score_gemma":0.0811268,"teacher_disagreement_score":0.04666676,"about_ca_system_score_codex":0.0005793999,"about_ca_system_score_gemma":0.00031213573,"threshold_uncertainty_score":0.092790306},"labels":[],"label_agreement":null},{"id":"W3026758935","doi":"10.1007/s10584-020-02745-y","title":"Projected changes to wind loads coinciding with rainfall for building design in Canada based on an ensemble of Canadian regional climate model simulations","year":2020,"lang":"en","type":"article","venue":"Climatic Change","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Precipitation; Climatology; Climate change; Climate model; Wind speed; Meteorology; Global warming; Atmospheric sciences; Geography; Geology","score_opus":0.11652193186386478,"score_gpt":0.26202819646753894,"score_spread":0.14550626460367416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026758935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98520756,0.00018511877,0.001783804,0.00020828178,0.000033746666,0.000032158176,0.0094544375,0.00018774853,0.0029070897],"genre_scores_gemma":[0.9913754,0.00014578666,0.0017368713,0.000033692773,0.0000065834292,0.000024893938,0.0059874053,0.000020238802,0.0006690357],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977225,0.00002759226,0.00001088839,0.000054575445,0.00006184049,0.0000728352],"domain_scores_gemma":[0.99932504,0.0000700003,0.000047770853,0.000039493072,0.00041702003,0.00010064482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051230256,0.00093857694,0.00052183995,0.00066938397,0.0010812547,0.00085979514,0.0013017916,0.00059738377,0.0011494489],"category_scores_gemma":[0.0009654339,0.00040504907,0.0012277606,0.0012096242,0.00036356563,0.0003639813,0.00039656763,0.0006699319,0.00014073834],"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":[0.00015736201,0.00006095943,0.08191862,0.00004354551,0.00027678805,0.00010008159,0.000055516794,0.9083953,0.001082284,0.00044332864,0.0028068095,0.0046594515],"study_design_scores_gemma":[0.00006677685,0.00003537237,0.0749813,0.000015363143,0.00012887089,0.000020034413,0.00014735901,0.92169744,0.00078522175,0.00016172002,0.001885779,0.000074694224],"about_ca_topic_score_codex":0.98425364,"about_ca_topic_score_gemma":0.977475,"teacher_disagreement_score":0.015746355,"about_ca_system_score_codex":0.01357637,"about_ca_system_score_gemma":0.012491993,"threshold_uncertainty_score":0.09850395},"labels":[],"label_agreement":null},{"id":"W3026920811","doi":"10.1103/physrevfluids.5.054502","title":"Merging of two plumes from area sources with applications to cooling towers","year":2020,"lang":"en","type":"article","venue":"Physical Review Fluids","topic":"Wind and Air Flow Studies","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":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Plume; Entrainment (biomusicology); Conservative vector field; Curvature; Nonpoint source pollution; Environmental science; Meteorology; Geology; Mechanics; Mathematics; Geometry; Physics; Geography","score_opus":0.019539106701809115,"score_gpt":0.273677073737758,"score_spread":0.2541379670359489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026920811","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":[0.35714847,0.0009501205,0.62936413,0.00066648424,0.00011224475,0.00021031784,0.00016149669,0.00019848146,0.011188171],"genre_scores_gemma":[0.9668511,0.00031560042,0.027040206,0.000047947837,0.00004477417,0.000074646785,0.00006599774,0.000019510568,0.0055403733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998368,0.000037857626,0.000006822791,0.00002712585,0.00005329482,0.000038163213],"domain_scores_gemma":[0.9995795,0.00019837741,0.00008480892,0.000021403092,0.00007120898,0.000044651886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043697254,0.0005527762,0.00043145072,0.0007382304,0.00069632655,0.0010484637,0.0009299017,0.0013132723,0.0012652025],"category_scores_gemma":[0.0010913871,0.0003063164,0.00085217395,0.00055829843,0.0008508466,0.0012242321,0.0012280155,0.0006544702,0.00013031247],"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":[0.00010564915,0.000081667604,0.003926834,0.000099289275,0.000037258305,0.0010391227,0.00034436787,0.86391896,0.036442596,0.08176709,0.0005523699,0.011684787],"study_design_scores_gemma":[0.000016246371,0.000062198575,0.0007380578,0.0000074936024,0.000008924309,0.00011532511,0.000047990878,0.9918172,0.0022076054,0.004239278,0.0007220368,0.00001764072],"about_ca_topic_score_codex":0.005400575,"about_ca_topic_score_gemma":0.0035669364,"teacher_disagreement_score":0.005400575,"about_ca_system_score_codex":0.00108641,"about_ca_system_score_gemma":0.0007246752,"threshold_uncertainty_score":0.010738254},"labels":[],"label_agreement":null},{"id":"W3026927079","doi":"10.1080/23744731.2020.1771808","title":"Normal and extreme aircraft accelerations and the effects on exposure to expiratory airborne contaminant inside commercial aircraft cabins","year":2020,"lang":"en","type":"article","venue":"Science and Technology for the 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":"University of Guelph","funders":"","keywords":"Climb; Descent (aeronautics); Context (archaeology); Aeronautics; Environmental science; Aerospace engineering; Meteorology; Engineering; Geology; Physics","score_opus":0.016033189048993143,"score_gpt":0.21621649616493097,"score_spread":0.20018330711593782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026927079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906185,0.00007577782,0.00096557674,0.000027322061,0.000009602908,0.000009539752,0.007775312,0.000047783036,0.0004707425],"genre_scores_gemma":[0.98245853,0.000085405336,0.0011393309,0.000009805259,0.000009702778,0.000019273932,0.015914649,0.000010808974,0.00035257585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997688,0.000040045026,0.0000148317185,0.00008972044,0.000044269877,0.000042473268],"domain_scores_gemma":[0.99964833,0.00009517301,0.00008991674,0.000052101892,0.00007888193,0.000035560366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022827368,0.00029034045,0.00022885596,0.0005169991,0.00015010023,0.00032815163,0.00018825565,0.00031270733,0.00073098874],"category_scores_gemma":[0.0007540229,0.00008871869,0.00034932766,0.0005177078,0.00013391097,0.0001766513,0.00032774644,0.00022813659,0.0002576215],"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":[0.0005320155,0.00015024001,0.9472954,0.000120681405,0.00019614995,0.00022792321,0.00025798602,0.015015478,0.009345292,0.0002085158,0.0022424744,0.024407731],"study_design_scores_gemma":[0.0000060457273,0.00010221916,0.9883519,0.000014235908,0.000032339547,0.00007807642,0.00016226433,0.008713954,0.0010512434,0.00006684327,0.0014114978,0.000009406633],"about_ca_topic_score_codex":0.02213308,"about_ca_topic_score_gemma":0.029168533,"teacher_disagreement_score":0.02213308,"about_ca_system_score_codex":0.00017908482,"about_ca_system_score_gemma":0.00026683026,"threshold_uncertainty_score":0.044008493},"labels":[],"label_agreement":null},{"id":"W3027131480","doi":"10.5006/c2018-11005","title":"Evaluation and Repair of Natural Draft Cooling Towers","year":2018,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"RTDS Technologies (Canada)","funders":"","keywords":"Hull; Nuclear engineering; Natural (archaeology); Environmental science; Materials science; Marine engineering; Computer science; Engineering; Geology","score_opus":0.012569271451071107,"score_gpt":0.26002673789488484,"score_spread":0.24745746644381372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027131480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830482,0.0009183254,0.012352106,0.000073574105,0.000035780675,0.00027911938,0.00023980065,0.0000648005,0.0029883587],"genre_scores_gemma":[0.9913224,0.0007318804,0.006754962,0.000013301061,0.0000054009597,0.000034387624,0.00015028495,0.000008820059,0.0009786612],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99869543,0.00041355702,0.00006375942,0.00012466474,0.00062609115,0.0000764873],"domain_scores_gemma":[0.99794275,0.0005065801,0.0003635151,0.00010032759,0.0010257474,0.00006112885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017514378,0.00044747128,0.0002908183,0.0008333764,0.0005295403,0.0005903747,0.0008663681,0.00069044775,0.0006654099],"category_scores_gemma":[0.0031420398,0.00018499029,0.00026004284,0.00035914386,0.00057027605,0.00047718862,0.00032015814,0.00025373485,0.00018017346],"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":[0.0013277861,0.00061659166,0.08514381,0.0035992735,0.00014997146,0.003716363,0.0027738241,0.13301632,0.4082092,0.0016039965,0.0031240422,0.35671872],"study_design_scores_gemma":[0.00016655176,0.01472466,0.38200027,0.0010716352,0.00031368117,0.0045652967,0.0058925324,0.11529007,0.44616267,0.0016729311,0.02797382,0.00016594071],"about_ca_topic_score_codex":0.006154231,"about_ca_topic_score_gemma":0.018245721,"teacher_disagreement_score":0.006154231,"about_ca_system_score_codex":0.0015971534,"about_ca_system_score_gemma":0.0015784468,"threshold_uncertainty_score":0.012236834},"labels":[],"label_agreement":null},{"id":"W3029714177","doi":"","title":"Use of NARCCAP results for extremes: British Columbia case studies","year":2011,"lang":"en","type":"article","venue":"AGUFM","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; History","score_opus":0.10634526235492948,"score_gpt":0.2614741575029299,"score_spread":0.15512889514800043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029714177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837,0.0006554726,0.014943858,0.0010065516,0.000061780855,0.00019173171,0.015645413,0.0013228196,0.082472384],"genre_scores_gemma":[0.9748652,0.00020391657,0.017642707,0.000048423393,0.000008045521,0.00006573446,0.002819881,0.00020645137,0.0041397517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986053,0.0005853661,0.000058504043,0.00015178512,0.00041144894,0.00018775038],"domain_scores_gemma":[0.9947472,0.0026560216,0.00021162276,0.0005405306,0.0016705692,0.0001739034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030544405,0.00065259007,0.00065161,0.0025155188,0.0017296755,0.0022952384,0.0016813803,0.00086990686,0.004968123],"category_scores_gemma":[0.0112069985,0.00034302846,0.00066725817,0.0039313044,0.0004587336,0.0008186778,0.00079896516,0.0009728456,0.00044130255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010360907,0.00043396727,0.22911158,0.0005880036,0.0006043353,0.004281554,0.0012849966,0.5471201,0.0036904688,0.024239974,0.045754597,0.14185435],"study_design_scores_gemma":[0.00029857352,0.00017279023,0.19341886,0.00028680914,0.00046699255,0.00045048833,0.0036764506,0.7544502,0.006992254,0.00921312,0.030397575,0.00017591732],"about_ca_topic_score_codex":0.7166982,"about_ca_topic_score_gemma":0.8225083,"teacher_disagreement_score":0.28330177,"about_ca_system_score_codex":0.00424341,"about_ca_system_score_gemma":0.0038192677,"threshold_uncertainty_score":0.5699403},"labels":[],"label_agreement":null},{"id":"W3035047025","doi":"10.1002/rem.21646","title":"Vapor intrusion risk evaluation using automated continuous chemical and physical parameter monitoring","year":2020,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Environmental science; Intrusion; Advection; Representativeness heuristic; Flux (metallurgy); Sample (material); Computer science; Meteorology; Statistics; Chemistry; Geology; Geography; Mathematics","score_opus":0.026963479405526156,"score_gpt":0.2784140125676856,"score_spread":0.25145053316215943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035047025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92886615,0.00028382827,0.066953205,0.000048674363,0.000026590536,0.00017997884,0.0008027017,0.00082634,0.002012546],"genre_scores_gemma":[0.98145133,0.00010716505,0.017561806,0.000017840599,0.000011318749,0.00008726086,0.00036455804,0.000017716373,0.00038092973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927133,0.00010119049,0.00003493243,0.0001739809,0.00038451978,0.000034071454],"domain_scores_gemma":[0.99898666,0.00028487286,0.00028158192,0.000097489625,0.00031997333,0.000029397888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007654305,0.00055751833,0.00044466977,0.0012870302,0.0002052923,0.000837153,0.00060292333,0.00037882273,0.0006007362],"category_scores_gemma":[0.0014779795,0.0002204722,0.00029307537,0.0009065666,0.00018457536,0.0004810097,0.00047080935,0.00027773663,0.00016552252],"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":[0.0011571923,0.0012726791,0.33155763,0.0004259454,0.00033026066,0.00027606607,0.00027093154,0.13051109,0.21607192,0.00073460594,0.0017779049,0.31561372],"study_design_scores_gemma":[0.00004026698,0.0012197095,0.15926999,0.000024336736,0.000118897646,0.00015501308,0.00016502896,0.75530136,0.08174811,0.00043031355,0.0014544865,0.00007258758],"about_ca_topic_score_codex":0.004259891,"about_ca_topic_score_gemma":0.0045290035,"teacher_disagreement_score":0.004259891,"about_ca_system_score_codex":0.0004326686,"about_ca_system_score_gemma":0.00042115417,"threshold_uncertainty_score":0.008470178},"labels":[],"label_agreement":null},{"id":"W3035724437","doi":"10.1016/j.jweia.2020.104232","title":"Dimensional analysis of Reynolds independence and regional critical Reynolds numbers for urban aerodynamics","year":2020,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laminar flow; Reynolds number; Turbulence; Aerodynamics; Independence (probability theory); Dimensionless quantity; Statistical physics; Mechanics; Diffusion; Viscosity; Similarity (geometry); Turbulence modeling; Dynamic similarity; Flow (mathematics); Mathematics; Physics; Computer science; Thermodynamics; Statistics; Artificial intelligence","score_opus":0.02037699644715706,"score_gpt":0.22502788988000139,"score_spread":0.20465089343284432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035724437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70679206,0.0013557456,0.2380268,0.00039477987,0.00010530888,0.00005901864,0.00024239528,0.00020089708,0.052822996],"genre_scores_gemma":[0.993433,0.00017716814,0.0039955033,0.000019018418,0.000045088796,0.0000147718065,0.000054216056,0.000059821825,0.0022014189],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997974,0.0000643693,0.000008229862,0.000037145892,0.000048330254,0.000044501117],"domain_scores_gemma":[0.9988392,0.00059926935,0.00012836825,0.000100011624,0.00026773612,0.00006543721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000741977,0.00055298494,0.0005251449,0.0013229116,0.0004965355,0.0009552736,0.0006770881,0.00032872212,0.00207156],"category_scores_gemma":[0.0029413467,0.00035757603,0.00059034035,0.00058821845,0.0010275,0.00094971375,0.00087355747,0.00082566263,0.00022560943],"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":[0.00028545206,0.00016112544,0.011267765,0.00012250192,0.00008111212,0.00035595588,0.00024435937,0.6640243,0.018990977,0.27777952,0.0026954617,0.0239915],"study_design_scores_gemma":[0.0000058388337,0.000031072945,0.01001379,0.000008263953,0.000022622049,0.00005926217,0.000059809845,0.9711802,0.0017413768,0.015875565,0.0009633342,0.000038896153],"about_ca_topic_score_codex":0.002708665,"about_ca_topic_score_gemma":0.0024858143,"teacher_disagreement_score":0.002708665,"about_ca_system_score_codex":0.0006601954,"about_ca_system_score_gemma":0.00044874699,"threshold_uncertainty_score":0.0069300532},"labels":[],"label_agreement":null},{"id":"W3035743122","doi":"10.1139/cjce-2019-0280","title":"Numerical analysis of the ground-mounted solar PV panel array mounting systems subjected to basic wind for optimum design","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Council of Scientific and Industrial Research, India","keywords":"Workbench; Wind speed; Wind engineering; Tilt (camera); Structural engineering; Wind direction; Engineering; Marine engineering; Meteorology; Mechanical engineering; Physics; Visualization","score_opus":0.018141637951932254,"score_gpt":0.19340743864320853,"score_spread":0.17526580069127629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035743122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92868507,0.00023168871,0.05265373,0.00015017723,0.000051234052,0.000058421574,0.0002562167,0.00019542733,0.017718034],"genre_scores_gemma":[0.9910335,0.00007594741,0.007433902,0.00000707155,0.0000032539663,0.000025804024,0.00007609415,0.0000131840825,0.0013311598],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998342,0.0000274388,0.000007687102,0.000016999502,0.00008038474,0.000033393353],"domain_scores_gemma":[0.99973077,0.00009444087,0.000057647256,0.0000323526,0.00006710734,0.000017627117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002672613,0.00030534834,0.00037509608,0.0003567063,0.00042021196,0.0005446982,0.0003093477,0.00056346104,0.002474235],"category_scores_gemma":[0.00065211975,0.00020437922,0.00038671686,0.00033011936,0.00034085297,0.0002818228,0.000247573,0.00020369094,0.00021627912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053693482,0.000031394127,0.002166661,0.0000782951,0.00000980945,0.0001953602,0.00007301192,0.96980584,0.018506542,0.0008345594,0.00028750647,0.007957352],"study_design_scores_gemma":[0.0000061350133,0.00007845496,0.0019453414,0.000008914056,0.000007131415,0.000035791036,0.000075708376,0.9936753,0.0035548697,0.00017453633,0.00043150006,0.000006218529],"about_ca_topic_score_codex":0.002209358,"about_ca_topic_score_gemma":0.002721067,"teacher_disagreement_score":0.99779063,"about_ca_system_score_codex":0.0003207343,"about_ca_system_score_gemma":0.00040448824,"threshold_uncertainty_score":0.008277178},"labels":[],"label_agreement":null},{"id":"W3037336999","doi":"10.48336/gwrj-5p46","title":"Dynamic risk analysis of offshore facilities in harsh environments","year":2020,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Akaike information criterion; Bivariate analysis; Copula (linguistics); Engineering; Wind speed; Reliability engineering; Offshore wind power; Submarine pipeline; Marine engineering; Environmental science; Statistics; Meteorology; Econometrics; Mathematics; Wind power; Geotechnical engineering; Geography","score_opus":0.014789478857525566,"score_gpt":0.2354484230385379,"score_spread":0.22065894418101234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037336999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7628068,0.00030765714,0.2311175,0.00025999997,0.000013642526,0.000066350876,0.00015281068,0.000102670645,0.0051726354],"genre_scores_gemma":[0.99645007,0.00012551554,0.0027873744,0.0000052687365,0.000005141952,0.0000199282,0.00004346911,0.000005877319,0.0005574467],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945086,0.00022162493,0.000021281196,0.000069402,0.00016004048,0.00007679661],"domain_scores_gemma":[0.9989095,0.00057148,0.00026296955,0.000043253123,0.00015724177,0.000055711364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009985779,0.0006350672,0.00048657696,0.0012504554,0.00027392164,0.0008888321,0.0005379571,0.000527453,0.00097179133],"category_scores_gemma":[0.0030802917,0.00030051434,0.00057709805,0.0006002266,0.00045525882,0.0009363614,0.00091003184,0.0004506892,0.00010664455],"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":[0.000021808313,0.000018947605,0.008004626,0.000017262757,0.00003605393,0.00023075275,0.00006281965,0.9801411,0.00059195975,0.004499735,0.00014347234,0.0062315725],"study_design_scores_gemma":[0.0000023158975,0.000037108537,0.005700831,0.000005687295,0.00001634933,0.00005732265,0.0001318253,0.9904874,0.00020946609,0.003173096,0.00016587491,0.0000127745525],"about_ca_topic_score_codex":0.006666538,"about_ca_topic_score_gemma":0.0031836273,"teacher_disagreement_score":0.006666538,"about_ca_system_score_codex":0.0008329105,"about_ca_system_score_gemma":0.0005725169,"threshold_uncertainty_score":0.013255477},"labels":[],"label_agreement":null},{"id":"W3037416750","doi":"10.1016/j.ijheatfluidflow.2020.108634","title":"Hydrodynamics and dilution of an oil jet in crossflow: The role of small-scale motions from laboratory experiment and large eddy simulations","year":2020,"lang":"en","type":"article","venue":"International Journal of Heat and Fluid Flow","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Plume; Mechanics; Jet (fluid); Large eddy simulation; Buoyancy; Reynolds number; Particle image velocimetry; Vortex; Wake; Meteorology; Turbulence; Physics","score_opus":0.006308374920848564,"score_gpt":0.2258350542094517,"score_spread":0.21952667928860314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037416750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971097,0.000068037436,0.0016459645,0.00007567798,0.000021676708,0.000016719372,0.00008726812,0.00006473327,0.00091021194],"genre_scores_gemma":[0.99922,0.000030381796,0.00049959327,0.000009049951,0.000006358442,0.0000054436923,0.000058436024,0.000011923342,0.00015875624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998901,0.000025461482,0.000012325668,0.000027166076,0.000021834387,0.000023203826],"domain_scores_gemma":[0.9992895,0.00038914426,0.000083498126,0.00005286938,0.000091855996,0.000093034454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000545372,0.00042412445,0.00045035314,0.00037374825,0.00048700825,0.00087556156,0.00036240104,0.0006675514,0.0007479054],"category_scores_gemma":[0.0013224083,0.0002843669,0.00046342958,0.00024508775,0.00080984115,0.0009996621,0.00034840393,0.00057960924,0.000094343966],"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":[0.0018184131,0.001505463,0.055821072,0.00016449213,0.00010842486,0.0007254169,0.00028860278,0.68125606,0.24189486,0.002592446,0.0007773182,0.013047445],"study_design_scores_gemma":[0.00014382006,0.0002707338,0.020468906,0.0000057943953,0.000021407464,0.000027579319,0.000047577905,0.9583372,0.020241957,0.00022136008,0.00017835021,0.00003537602],"about_ca_topic_score_codex":0.008743879,"about_ca_topic_score_gemma":0.003584936,"teacher_disagreement_score":0.008743879,"about_ca_system_score_codex":0.0007964251,"about_ca_system_score_gemma":0.0005248779,"threshold_uncertainty_score":0.01738596},"labels":[],"label_agreement":null},{"id":"W3038268885","doi":"10.1051/e3sconf/202017209004","title":"Analysis of alternative ventilation strategies for existing multi-family buildings using CONTAM simulation software","year":2020,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ventilation (architecture); Airflow; Suite; Environmental science; Marine engineering; Engineering; Meteorology; Simulation; Mechanical engineering; Geography","score_opus":0.10812751694936724,"score_gpt":0.3290293686633118,"score_spread":0.22090185171394455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038268885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908352,0.000052680043,0.0060381126,0.00002246413,0.000004975116,0.000031002124,0.00029628075,0.00008279715,0.0026365179],"genre_scores_gemma":[0.9960265,0.000048726484,0.003165637,0.0000040199507,9.164883e-7,0.000028056647,0.0001932439,0.000013623838,0.00051925395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998568,0.000045606354,0.000007725222,0.000023271217,0.000027510143,0.000038966977],"domain_scores_gemma":[0.99958676,0.00025882144,0.000043582826,0.000027239075,0.000051859697,0.000031791507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004046911,0.0005836622,0.0004693018,0.0007465827,0.0004432831,0.00054208806,0.0006725444,0.0006716259,0.0015485885],"category_scores_gemma":[0.0007659047,0.00034966588,0.000686367,0.0004370129,0.00029703692,0.00036955878,0.00040782787,0.00030144263,0.00011665319],"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":[0.000043588185,0.000037549322,0.0062602563,0.000021027276,0.000013327856,0.00005299466,0.00003126831,0.99015766,0.001243649,0.00020617984,0.000048058017,0.0018844558],"study_design_scores_gemma":[0.000017670493,0.00011049683,0.004312748,0.0000052660716,0.000014864897,0.000016655262,0.000087867025,0.9939725,0.0010960909,0.000105528554,0.00025016116,0.000010140392],"about_ca_topic_score_codex":0.032011792,"about_ca_topic_score_gemma":0.0456066,"teacher_disagreement_score":0.032011792,"about_ca_system_score_codex":0.0014147708,"about_ca_system_score_gemma":0.0008418495,"threshold_uncertainty_score":0.063650966},"labels":[],"label_agreement":null},{"id":"W3040528818","doi":"10.1016/j.aeaoa.2020.100083","title":"Influence of turbulent Schmidt number on fugitive emissions source quantification","year":2020,"lang":"en","type":"article","venue":"Atmospheric Environment X","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Emissions Reduction Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Queen's University; Petroleum Technology Alliance Canada; Government of Ontario; Canada Foundation for Innovation; Cement Association of Canada","keywords":"Fugitive emissions; Turbulence; Range (aeronautics); Environmental science; Schmidt number; Bluff; Mechanics; Meteorology; Greenhouse gas; Geology; Physics; Engineering; Aerospace engineering","score_opus":0.010410571173449713,"score_gpt":0.2110693436564796,"score_spread":0.2006587724830299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040528818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8627291,0.00028887065,0.13271888,0.00020345108,0.00003746975,0.00004562963,0.000100943675,0.00029583203,0.0035799893],"genre_scores_gemma":[0.98801094,0.000062089835,0.011698399,0.000010669559,0.0000026429166,0.000008175378,0.000036901944,0.000021758842,0.00014857818],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992631,0.00019725796,0.000045939774,0.00011837582,0.0002896616,0.00008554439],"domain_scores_gemma":[0.9941823,0.0045861546,0.0003866626,0.00035685019,0.00039474334,0.000093217146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002108279,0.00066402636,0.00044135933,0.00051269116,0.00041936655,0.00090765173,0.00054518855,0.00044598576,0.00041021453],"category_scores_gemma":[0.009642846,0.00026029785,0.00048068928,0.00031198314,0.001140821,0.00088961713,0.00079181104,0.0006405071,0.000062802355],"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":[0.00015290736,0.000032706128,0.008988318,0.00008437906,0.000023152188,0.00016148882,0.000095131036,0.95042014,0.02105907,0.0031115408,0.0000882946,0.01578289],"study_design_scores_gemma":[0.0000065146965,0.000074279116,0.003575482,0.000016048245,0.000010142702,0.00004004949,0.00003356187,0.9728971,0.022158332,0.0010015655,0.00016674213,0.000020106525],"about_ca_topic_score_codex":0.0062251138,"about_ca_topic_score_gemma":0.0058591967,"teacher_disagreement_score":0.0062251138,"about_ca_system_score_codex":0.0006519159,"about_ca_system_score_gemma":0.0007099488,"threshold_uncertainty_score":0.012377739},"labels":[],"label_agreement":null},{"id":"W3040853937","doi":"10.82308/15976","title":"Refinement of the nocturnal boundary layer budget method for quantifying agricultural greenhouse gas emissions","year":2009,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Greenhouse gas; Environmental science; Agriculture; Boundary layer; Nocturnal; Natural resource economics; Atmospheric sciences; Economics; Geology; Geography; Engineering","score_opus":0.029370722827120187,"score_gpt":0.2715870316374827,"score_spread":0.24221630881036252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040853937","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":[0.29658836,0.00038750737,0.6938045,0.00012554802,0.000069021946,0.00019267437,0.001702173,0.0016952015,0.0054349178],"genre_scores_gemma":[0.5338029,0.00023074317,0.46191362,0.000076892604,0.000010858191,0.00022151184,0.0011544,0.00020806055,0.002380976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997087,0.000048377842,0.000016300504,0.000084159656,0.000116873314,0.000025450601],"domain_scores_gemma":[0.9996358,0.000054699296,0.00003698211,0.000048794744,0.00020924796,0.000014485304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084202114,0.0003848937,0.0002991491,0.00065734726,0.0004607326,0.00049738225,0.0006303543,0.00022291952,0.00067365036],"category_scores_gemma":[0.001131261,0.00031590968,0.00030537922,0.000617301,0.00012370135,0.0006023691,0.0002635349,0.00037279082,0.00024052979],"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":[0.00029345753,0.00020070033,0.117466025,0.00032047086,0.00017732648,0.000088391855,0.0004661163,0.050714213,0.48010644,0.0032579007,0.0034330394,0.3434759],"study_design_scores_gemma":[0.00008502127,0.00010453646,0.15097363,0.000042649735,0.00006976053,0.0001208382,0.00016563552,0.7343538,0.103124365,0.00109077,0.009753219,0.00011581829],"about_ca_topic_score_codex":0.13652772,"about_ca_topic_score_gemma":0.22417076,"teacher_disagreement_score":0.13652772,"about_ca_system_score_codex":0.0011360034,"about_ca_system_score_gemma":0.0016876204,"threshold_uncertainty_score":0.27146608},"labels":[],"label_agreement":null},{"id":"W3041321023","doi":"","title":"Possible Impacts of Climate Change on Wind Gust under Downscaled Future Climate Conditions over Ontario, Canada","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental science; Climatology; Meteorology; Geography; Geology; Oceanography","score_opus":0.007774510753036939,"score_gpt":0.22059365859560098,"score_spread":0.21281914784256403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041321023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938454,0.00012183117,0.00012783236,0.0007336294,0.000019077332,0.0000098460705,0.0012191004,0.000008940062,0.003914361],"genre_scores_gemma":[0.99862695,0.00012883024,0.00007697796,0.00004429567,0.000005051697,0.0000026450666,0.00030465645,0.0000024375397,0.0008082157],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999796,0.000018923123,0.000009393613,0.000026626802,0.00005660554,0.00009242235],"domain_scores_gemma":[0.9994129,0.00006664384,0.00006940432,0.00002047042,0.00034815297,0.000082427214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026787072,0.00014361013,0.00019740323,0.00030984447,0.0015154133,0.00114854,0.00039275587,0.00048722347,0.002078187],"category_scores_gemma":[0.0010997746,0.00017037803,0.00040766518,0.0007397425,0.00052735297,0.00053937396,0.0004166462,0.00043142276,0.00010087577],"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":[0.00041874129,0.00005914963,0.96361035,0.00007017202,0.00012442577,0.0007281523,0.0016843172,0.016418628,0.0023449024,0.0011575486,0.003252318,0.0101311775],"study_design_scores_gemma":[0.000018533976,0.000014888123,0.98846996,0.000016022037,0.000030588555,0.000030368119,0.0016759766,0.0071115308,0.00016480098,0.0001432362,0.002303668,0.0000204724],"about_ca_topic_score_codex":0.988699,"about_ca_topic_score_gemma":0.9950228,"teacher_disagreement_score":0.015067843,"about_ca_system_score_codex":0.015067843,"about_ca_system_score_gemma":0.011061093,"threshold_uncertainty_score":0.10932541},"labels":[],"label_agreement":null},{"id":"W3041890582","doi":"10.1063/5.0012446","title":"Statistical and modal analysis of surface pressure fluctuations in tornado-like vortices","year":2020,"lang":"en","type":"article","venue":"Physics of Fluids","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":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Tornado; Vortex; Modal analysis; Modal; Principal component analysis; Representation (politics); Statistical physics; Classical mechanics; Mechanics; Acoustics; Meteorology; Vibration; Mathematics; Statistics","score_opus":0.013654137054819404,"score_gpt":0.2438004648043688,"score_spread":0.23014632774954938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041890582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68183815,0.0006144079,0.3136575,0.0002135772,0.000058633384,0.00004612346,0.00036740137,0.00025922718,0.0029449882],"genre_scores_gemma":[0.98882174,0.0001676258,0.010311971,0.0000146112625,0.000028717379,0.000018180195,0.00012880414,0.00001724102,0.0004910376],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992645,0.000012912621,0.000003709565,0.00002179405,0.000023150955,0.000012034819],"domain_scores_gemma":[0.999752,0.000092187125,0.000060518592,0.000014660242,0.00006566883,0.0000149940815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021071143,0.00018842626,0.00012728665,0.0009367174,0.00019185708,0.0002806722,0.00014930913,0.00012982084,0.00057142926],"category_scores_gemma":[0.000848457,0.00008675548,0.00014203285,0.00049425685,0.00035141132,0.00040083914,0.00017562865,0.00023023084,0.00005053125],"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":[0.00037309437,0.00023597869,0.060969956,0.0004995926,0.00014868357,0.00121366,0.00097161345,0.26195207,0.31142467,0.08075338,0.0031600033,0.27829733],"study_design_scores_gemma":[0.00000893983,0.00009337281,0.08839363,0.000021520931,0.000017756267,0.00024910888,0.00031643498,0.8834369,0.009700143,0.015569424,0.002132767,0.00006000094],"about_ca_topic_score_codex":0.00094688847,"about_ca_topic_score_gemma":0.00078049244,"teacher_disagreement_score":0.00094688847,"about_ca_system_score_codex":0.00012470639,"about_ca_system_score_gemma":0.0001574792,"threshold_uncertainty_score":0.0019116402},"labels":[],"label_agreement":null},{"id":"W3042328590","doi":"10.1061/(asce)st.1943-541x.0002746","title":"Dynamic Response of Tall Mass-Timber Buildings to Wind Excitation","year":2020,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"FPInnovations; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Western University","funders":"","keywords":"Aeroelasticity; Structural engineering; Serviceability (structure); Wind engineering; Aerodynamics; Wind tunnel; Engineering; Vibration; Damping ratio; Aerospace engineering","score_opus":0.005163087441469724,"score_gpt":0.2055144160012929,"score_spread":0.20035132855982316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042328590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99917334,0.000008675384,0.00046723956,0.0000025576926,0.0000011973908,0.0000025460843,0.000021815737,0.000013795697,0.00030879155],"genre_scores_gemma":[0.99973077,0.000007643866,0.00010218157,0.0000013012956,3.782752e-7,0.00000142437,0.000038625436,0.0000016928852,0.00011613623],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998828,0.000013622071,0.0000046672994,0.000017264589,0.00004247909,0.000039182152],"domain_scores_gemma":[0.9998847,0.00003112027,0.000022857688,0.000013631751,0.00002351632,0.000024116458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012573818,0.00026286213,0.00018862472,0.00024691533,0.00020475236,0.00025651342,0.00014950987,0.0002623286,0.00097580405],"category_scores_gemma":[0.0002688717,0.00009745829,0.00015820994,0.00015188655,0.0001917947,0.00014139221,0.00025592223,0.000119635755,0.00019997724],"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":[0.0011380037,0.00022371605,0.116380915,0.00014700726,0.00006653091,0.0020720942,0.00094468286,0.22826824,0.6131572,0.00038828186,0.0005086849,0.036704656],"study_design_scores_gemma":[0.00002498266,0.0022289664,0.64590824,0.000031272168,0.00007001331,0.00080693833,0.0023910094,0.2562095,0.0903631,0.00034510132,0.0015539539,0.00006688136],"about_ca_topic_score_codex":0.002003383,"about_ca_topic_score_gemma":0.0034795878,"teacher_disagreement_score":0.002003383,"about_ca_system_score_codex":0.00012557102,"about_ca_system_score_gemma":0.000081900114,"threshold_uncertainty_score":0.003983438},"labels":[],"label_agreement":null},{"id":"W3042930585","doi":"","title":"Homogenization of Canada's hourly surface wind speeds data","year":2016,"lang":"en","type":"article","venue":"EGUGA","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homogenization (climate); Meteorology; Wind speed; Environmental science; Climatology; Geography; Geology","score_opus":0.014519292735717481,"score_gpt":0.2031222919764143,"score_spread":0.18860299924069682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042930585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92406493,0.00038272864,0.0051651224,0.0004083607,0.0000901494,0.00029292455,0.04548566,0.00045843198,0.023651714],"genre_scores_gemma":[0.92982924,0.0003132665,0.005758912,0.00015622919,0.000026976522,0.00012893058,0.055279884,0.00017329928,0.008333269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987489,0.00007967459,0.000060243023,0.0002561426,0.0005631197,0.00029188592],"domain_scores_gemma":[0.997996,0.00013867526,0.0000772887,0.00018716347,0.0014912087,0.00010969152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006996615,0.0002982202,0.00043561292,0.0031092314,0.0019145428,0.0015855045,0.0006464553,0.0003152631,0.0027347007],"category_scores_gemma":[0.002630523,0.00024993118,0.00059788104,0.0068355994,0.00036563288,0.00041264112,0.0007021807,0.000497369,0.00046486637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072958355,0.00035778465,0.6815547,0.000330999,0.0006950911,0.0005280665,0.0027272364,0.064588025,0.0125552425,0.005710386,0.049341686,0.18088122],"study_design_scores_gemma":[0.000027144393,0.000024920857,0.9475293,0.000035172205,0.00008478737,0.00004132632,0.0014835914,0.016867887,0.0020290776,0.00017250152,0.031664606,0.000039639566],"about_ca_topic_score_codex":0.98536354,"about_ca_topic_score_gemma":0.9891283,"teacher_disagreement_score":0.014636457,"about_ca_system_score_codex":0.010183471,"about_ca_system_score_gemma":0.018702483,"threshold_uncertainty_score":0.07388657},"labels":[],"label_agreement":null},{"id":"W3043275962","doi":"10.7939/r3-npyv-a673","title":"Computational Fluid Dynamics Validation of Rooftop Wind Regime in Complex Urban Environment","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","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":"Computational fluid dynamics; Meteorology; Environmental science; Computer science; Atmospheric sciences; Aerospace engineering; Geology; Geography; Engineering","score_opus":0.009146462232367184,"score_gpt":0.15997300937550313,"score_spread":0.15082654714313595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043275962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91074324,0.000091873204,0.08348449,0.000036264257,0.000017567816,0.0001428731,0.00055753044,0.00030380054,0.0046224473],"genre_scores_gemma":[0.9630434,0.00011691717,0.03546802,0.000011133563,0.0000028109976,0.00008829218,0.00045827642,0.000028943445,0.00078219443],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996088,0.000048460413,0.000013795946,0.000044105873,0.00023737273,0.000047395653],"domain_scores_gemma":[0.9995809,0.00011718088,0.000046308713,0.000056432218,0.00017579531,0.000023408324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053899956,0.00035514293,0.0003651656,0.0006964842,0.0005999251,0.00085599325,0.0004915225,0.00038680554,0.00089387945],"category_scores_gemma":[0.001057439,0.00015664562,0.00027847718,0.0006110261,0.0004480597,0.00032943272,0.0005160255,0.00030107354,0.00022764486],"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":[0.0002312669,0.00028487662,0.07482073,0.00028736267,0.000059280454,0.0004516751,0.0007027691,0.68454564,0.12149442,0.0025397835,0.00094010326,0.11364208],"study_design_scores_gemma":[0.000020757836,0.00018608083,0.058025304,0.000066212815,0.000022130767,0.00011400001,0.0008678716,0.8680369,0.06897007,0.00069828617,0.0029383977,0.000054032313],"about_ca_topic_score_codex":0.020379951,"about_ca_topic_score_gemma":0.034109168,"teacher_disagreement_score":0.020379951,"about_ca_system_score_codex":0.0005414003,"about_ca_system_score_gemma":0.0010679471,"threshold_uncertainty_score":0.040522695},"labels":[],"label_agreement":null},{"id":"W3043340933","doi":"10.5194/egusphere-egu2020-12780","title":"Real-time modelling of dangerous wind speed gusts and thermal comfort conditions in campus of Moscow State University (Moscow, Russian Federation)","year":2020,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind speed; Environmental science; Meteorology; Thermal; Thermal state; Computer science; Geography","score_opus":0.014231873991459792,"score_gpt":0.20050046458897333,"score_spread":0.18626859059751355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043340933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877511,0.00009083071,0.0073882467,0.000088959445,0.000043672753,0.000026558651,0.0009336551,0.00027145763,0.0034053659],"genre_scores_gemma":[0.99790573,0.00003308554,0.00085048686,0.0000031893712,0.0000029568796,0.000015998543,0.0004918022,0.000007787094,0.0006889197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999076,0.000017821476,0.000006534476,0.00002525275,0.00001567644,0.000027052074],"domain_scores_gemma":[0.9998617,0.000048602607,0.000014011106,0.000011838569,0.00004276434,0.000020947005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002280359,0.00042809435,0.0004088382,0.00039870577,0.00043591432,0.0009913817,0.00032741978,0.00068546686,0.0014452114],"category_scores_gemma":[0.00043217273,0.00020079307,0.0005593499,0.00035540995,0.00020216027,0.0003653949,0.00032577108,0.00035299294,0.0003225189],"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":[0.00018544194,0.00012107537,0.046655763,0.00006630651,0.0000532016,0.00046737178,0.00020427037,0.9338741,0.00508339,0.00042212688,0.001518332,0.0113485865],"study_design_scores_gemma":[0.000010981719,0.000049665196,0.033718843,0.000008714073,0.000017085213,0.000018901383,0.00020042005,0.96446866,0.0008433144,0.00013449138,0.0005125168,0.000016470884],"about_ca_topic_score_codex":0.03761427,"about_ca_topic_score_gemma":0.026857883,"teacher_disagreement_score":0.03761427,"about_ca_system_score_codex":0.00045364257,"about_ca_system_score_gemma":0.0005582886,"threshold_uncertainty_score":0.074790716},"labels":[],"label_agreement":null},{"id":"W3044143681","doi":"10.1139/cjce-2020-0210","title":"Comparison of the Canadian standard and other standards for wind loading on self-supporting telecommunication towers","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","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":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Eurocode; Telecommunications; Engineering; Wind engineering; International standard; Civil engineering; Structural engineering","score_opus":0.014902126572265653,"score_gpt":0.24335670977843116,"score_spread":0.22845458320616552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044143681","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":[0.41107002,0.0036554558,0.09753656,0.0021604542,0.0010100051,0.0012688058,0.02204869,0.0025425379,0.4587075],"genre_scores_gemma":[0.7999462,0.0033145538,0.11168779,0.0008348712,0.00009306531,0.00066179526,0.021984074,0.0007273648,0.060750324],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98731613,0.00064667343,0.00076164136,0.00049616466,0.009891843,0.00088752236],"domain_scores_gemma":[0.97751164,0.0010382346,0.00067853776,0.0009592362,0.01939973,0.00041252948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035637636,0.00082981295,0.0003752493,0.0044150213,0.0024511502,0.0019256372,0.0025952514,0.0007901321,0.003954083],"category_scores_gemma":[0.007674258,0.00026771676,0.00073860516,0.0045643756,0.0010592141,0.00085395697,0.0008332537,0.0006634033,0.0010247866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007164703,0.00046090712,0.08726376,0.00239341,0.0001080162,0.0012562321,0.004366764,0.045179084,0.10741356,0.075226136,0.155088,0.5205277],"study_design_scores_gemma":[0.000082774044,0.0004217157,0.2998688,0.0010958185,0.00017554093,0.0010594655,0.0053243297,0.021960072,0.07055006,0.0046599167,0.59433496,0.0004666071],"about_ca_topic_score_codex":0.77389115,"about_ca_topic_score_gemma":0.8706057,"teacher_disagreement_score":0.22610885,"about_ca_system_score_codex":0.015236083,"about_ca_system_score_gemma":0.029374257,"threshold_uncertainty_score":0.4548809},"labels":[],"label_agreement":null},{"id":"W3045175239","doi":"10.1007/s10546-020-00532-x","title":"Spatial Dependence of Stably Stratified Nocturnal Boundary-Layer Regimes in Complex Terrain","year":2020,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Terrain; Boundary layer; Meteorology; Geology; Planetary boundary layer; Flow (mathematics); Boundary (topology); Tower; Contrast (vision); Physics; Geography; Mechanics; Mathematics; Cartography; Optics","score_opus":0.03405051692273364,"score_gpt":0.26171259470477054,"score_spread":0.2276620777820369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045175239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999539,0.000026291666,0.00013093458,0.0000045634024,6.0544374e-7,0.0000011917693,0.000036123507,0.0000041883322,0.00025712556],"genre_scores_gemma":[0.99988496,0.000010717928,0.00003457115,8.5292453e-7,6.5993993e-7,7.5229275e-7,0.000036139078,0.0000015564798,0.000029793979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999615,0.00000688277,0.000002890447,0.0000091292995,0.000005432484,0.000014127552],"domain_scores_gemma":[0.9993674,0.00028108814,0.00014801219,0.00004538181,0.00008396724,0.00007420811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011192172,0.000063113956,0.00013163178,0.0005525534,0.00025307215,0.0004198388,0.00016886146,0.0001193575,0.0007930082],"category_scores_gemma":[0.0011344737,0.00010717896,0.00009541227,0.0003562482,0.00031890642,0.0002442645,0.00023636602,0.0001093678,0.00007724961],"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":[0.0008045258,0.00012688927,0.88946,0.00006863289,0.00011895956,0.00036852306,0.0009638086,0.014475197,0.08051917,0.0013301605,0.00030507072,0.011458951],"study_design_scores_gemma":[0.000013143933,0.000025508967,0.98457474,0.0000054479437,0.000013066295,0.0000623061,0.0001790628,0.013832185,0.0010163371,0.00016087267,0.000111305584,0.0000060350644],"about_ca_topic_score_codex":0.0067198058,"about_ca_topic_score_gemma":0.00896377,"teacher_disagreement_score":0.0067198058,"about_ca_system_score_codex":0.00023929728,"about_ca_system_score_gemma":0.00011667633,"threshold_uncertainty_score":0.013361394},"labels":[],"label_agreement":null},{"id":"W3047871848","doi":"10.1016/j.jweia.2020.104294","title":"A wind load design method for ground-mounted multi-row solar arrays based on a compilation of wind tunnel experiments","year":2020,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Wind tunnel; Aeroelasticity; Wind engineering; Scope (computer science); Aerodynamics; Engineering; Structural engineering; Computer science; Aerospace engineering","score_opus":0.052066123477530264,"score_gpt":0.26522710922198883,"score_spread":0.21316098574445858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047871848","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":[0.011963027,0.000035323435,0.9839336,0.000026831603,0.000027278533,0.000102543425,0.000073746494,0.0007727494,0.0030648839],"genre_scores_gemma":[0.3748035,0.0001386606,0.6151057,0.00004113963,0.000039914605,0.0005056095,0.00029951704,0.0006045191,0.008461389],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998636,0.000030676416,0.000008433624,0.000021722028,0.0000661705,0.000009353279],"domain_scores_gemma":[0.999632,0.00008510441,0.00003994847,0.00003794102,0.00019077006,0.000014271097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037551142,0.0009055,0.0005632908,0.00050861447,0.00056648545,0.0005052696,0.0006680112,0.00051059166,0.008168211],"category_scores_gemma":[0.00071476435,0.0005013482,0.0004573778,0.00032830337,0.0001665122,0.00067527115,0.00032206505,0.00052382983,0.0016543359],"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":[0.0001205299,0.00022199325,0.0012655909,0.00035651395,0.000042560514,0.00010802664,0.000126425,0.6721449,0.0723178,0.0031310744,0.0027135746,0.24745098],"study_design_scores_gemma":[0.000024329505,0.00010795489,0.0005213777,0.000013545993,0.000014456289,0.0000274982,0.000028790206,0.9894112,0.006233074,0.0007548277,0.0028480254,0.00001503371],"about_ca_topic_score_codex":0.0028285217,"about_ca_topic_score_gemma":0.007463229,"teacher_disagreement_score":0.008168211,"about_ca_system_score_codex":0.00030131618,"about_ca_system_score_gemma":0.00058453315,"threshold_uncertainty_score":0.027325392},"labels":[],"label_agreement":null},{"id":"W3050350634","doi":"10.1175/mwr-d-19-0312.1","title":"Investigation of the Transient Nature of Thunderstorm Winds from Europe, the United States, and Australia Using a New Method for Detection of Changepoints in Wind Speed Records","year":2020,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"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; Western University","funders":"H2020 European Research Council; Università degli Studi di Genova; European Commission","keywords":"Thunderstorm; Wind speed; Meteorology; Climatology; Statistic; Transient (computer programming); Geology; Environmental science; Geography; Statistics; Mathematics; Computer science","score_opus":0.06755134857011323,"score_gpt":0.2877672638927979,"score_spread":0.22021591532268464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3050350634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83387226,0.0003754064,0.1636581,0.000033129494,0.000046344165,0.00011341135,0.00043253638,0.00040540582,0.0010633994],"genre_scores_gemma":[0.86318463,0.0003228068,0.13529268,0.00001081469,0.000039142276,0.00010581778,0.00048752417,0.00003606898,0.000520611],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996126,0.000071517745,0.00004289254,0.000101817284,0.00014638943,0.000024814759],"domain_scores_gemma":[0.9989166,0.0003587392,0.00022052802,0.00009548595,0.000341425,0.00006719717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006837151,0.0002502397,0.00032181124,0.002605167,0.00018393954,0.000482289,0.00024273476,0.00029812893,0.0004282705],"category_scores_gemma":[0.0013690321,0.00015823603,0.00024710607,0.0011231916,0.00018164796,0.0004201775,0.00029356478,0.00026706746,0.00015899679],"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":[0.00068247545,0.00027294867,0.24301553,0.0006128009,0.0002879276,0.00047432634,0.0011806753,0.0081058685,0.35907894,0.00068389776,0.00066119916,0.38494343],"study_design_scores_gemma":[0.00005332613,0.00055394345,0.7520643,0.000061694016,0.00017340475,0.0010927623,0.0005098521,0.16859622,0.07342702,0.00020423072,0.0031561411,0.00010705248],"about_ca_topic_score_codex":0.0014787018,"about_ca_topic_score_gemma":0.0031239442,"teacher_disagreement_score":0.002605167,"about_ca_system_score_codex":0.000198852,"about_ca_system_score_gemma":0.00025874,"threshold_uncertainty_score":0.0036158562},"labels":[],"label_agreement":null},{"id":"W3088988202","doi":"10.1177/1369433220958763","title":"Aerodynamic coefficients and pressure distribution on two circular cylinders with free end immersed in experimentally produced downburst-like outflows","year":2020,"lang":"en","type":"article","venue":"Advances in Structural Engineering","topic":"Wind and Air Flow Studies","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":"McGill University; Western University","funders":"H2020 European Research Council","keywords":"Mechanics; Aerodynamics; Thunderstorm; Lift (data mining); Drag; Cylinder; Aerodynamic force; Physics; Wind tunnel; Wake; Boundary layer; Meteorology; Geometry; Mathematics","score_opus":0.003781503817670695,"score_gpt":0.20573356350559482,"score_spread":0.20195205968792412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088988202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995516,0.000028092672,0.000275032,0.0000046068676,0.0000031310467,0.0000025823415,0.000023409422,0.000004646801,0.000106838925],"genre_scores_gemma":[0.999321,0.000032239357,0.0003544551,0.0000032569226,0.0000018088855,0.0000052107753,0.00006831564,0.0000026225773,0.0002111098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998147,0.000012152502,0.000012864841,0.00003687131,0.00007031757,0.00005310967],"domain_scores_gemma":[0.9996425,0.00010677285,0.00006661829,0.00003506261,0.00008373459,0.00006529047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018399411,0.00021968826,0.00027371646,0.00023960642,0.00028923585,0.0002976921,0.0002249277,0.00031804535,0.00063122297],"category_scores_gemma":[0.00043853672,0.00016343353,0.00020532205,0.0001416898,0.0007015414,0.0002890779,0.00038382472,0.000429356,0.00009513191],"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":[0.00036900598,0.000084294064,0.005676825,0.00004124393,0.000009964473,0.00035998528,0.00029490847,0.0032701846,0.9865866,0.00021308051,0.000050685147,0.0030430965],"study_design_scores_gemma":[0.00005521601,0.0016233401,0.14465159,0.000021295831,0.000038798073,0.0003596065,0.0010218471,0.052083,0.7988952,0.00017621215,0.0010184211,0.000055519784],"about_ca_topic_score_codex":0.0011099962,"about_ca_topic_score_gemma":0.00079648173,"teacher_disagreement_score":0.0011099962,"about_ca_system_score_codex":0.00018627051,"about_ca_system_score_gemma":0.00013575035,"threshold_uncertainty_score":0.0022071004},"labels":[],"label_agreement":null},{"id":"W3089122422","doi":"10.1016/j.engstruct.2020.111298","title":"Wind loads on low-slope roofs of buildings with large plan dimensions","year":2020,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Wind tunnel; Building code; Low-rise; Wind engineering; Structural engineering; Wind speed; Environmental science; Scale (ratio); Engineering; Plan (archaeology); Meteorology; Geology; Geography; Cartography","score_opus":0.004624789666761716,"score_gpt":0.1753394435959726,"score_spread":0.17071465392921087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089122422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978568,0.000028562908,0.0007103048,0.000005605692,0.0000033210408,0.0000070444426,0.000066993496,0.000010796489,0.001310598],"genre_scores_gemma":[0.9994326,0.00002847323,0.00013165486,0.0000011215154,0.0000032651583,0.0000036735187,0.000071836024,0.000004961793,0.0003223919],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998379,0.000028319062,0.000008085077,0.00001647843,0.000047433827,0.00006181777],"domain_scores_gemma":[0.999476,0.00028317684,0.000050496725,0.000030571722,0.0000927635,0.00006696323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019139261,0.0003739931,0.0004739704,0.00088263117,0.00080374273,0.00059416867,0.000303169,0.00034048242,0.0029919257],"category_scores_gemma":[0.00074720365,0.00032951,0.00036522478,0.00050168904,0.00060773146,0.00037432462,0.0003487211,0.00027208845,0.00039801895],"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":[0.0031611554,0.0011113009,0.26904038,0.0004023088,0.00020143834,0.003737761,0.0014247099,0.42184716,0.24196741,0.004826491,0.0015927115,0.05068723],"study_design_scores_gemma":[0.000059683593,0.0005254443,0.72265667,0.00003949802,0.00006260241,0.0003541642,0.0021330784,0.2518957,0.020290874,0.0014441984,0.00049775257,0.000040357758],"about_ca_topic_score_codex":0.0066079237,"about_ca_topic_score_gemma":0.0101447515,"teacher_disagreement_score":0.0066079237,"about_ca_system_score_codex":0.00023811791,"about_ca_system_score_gemma":0.00024793088,"threshold_uncertainty_score":0.01313889},"labels":[],"label_agreement":null},{"id":"W3090166568","doi":"10.1016/j.heliyon.2020.e05147","title":"Sequential estimation of the generated curing heat of composite materials by data assimilation: A numerical study","year":2020,"lang":"en","type":"article","venue":"Heliyon","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"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":"Japan Science and Technology Agency; Swine Innovation Porc","keywords":"Curing (chemistry); Materials science; Composite number; Data assimilation; Composite material; Kalman filter; Assimilation (phonology); Mathematics; Statistics; Meteorology","score_opus":0.038980582516271484,"score_gpt":0.27021733150100075,"score_spread":0.23123674898472926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090166568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91647696,0.000119601806,0.08238754,0.000076477874,0.000019402913,0.000027768274,0.000054633343,0.000125399,0.0007121482],"genre_scores_gemma":[0.98300445,0.00003197224,0.016713127,0.000005005498,0.000004295519,0.000017931638,0.00003706465,0.000011404283,0.00017474164],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983644,0.000042628235,0.0000127535295,0.00004217072,0.000045551216,0.000020487887],"domain_scores_gemma":[0.9987362,0.00087775895,0.00011270589,0.000096602715,0.00014661971,0.000030093377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007872994,0.00040251188,0.0004710816,0.00032952474,0.00032376195,0.00030756797,0.0003180241,0.00075596914,0.0003134311],"category_scores_gemma":[0.002219452,0.0002553429,0.0005006023,0.0002466791,0.0005396987,0.0004962403,0.00026605342,0.0004941961,0.000034161174],"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":[0.00009062308,0.00009563265,0.0064038825,0.000047127578,0.00002949295,0.000079131554,0.00007233748,0.9664523,0.017100496,0.0008433344,0.000053833348,0.008731776],"study_design_scores_gemma":[0.0000033441365,0.000013957964,0.0007098766,9.864015e-7,0.0000026463938,0.000004268972,0.0000043539712,0.9972441,0.0019411806,0.00004402126,0.000027361928,0.00000385615],"about_ca_topic_score_codex":0.011304158,"about_ca_topic_score_gemma":0.0053662453,"teacher_disagreement_score":0.011304158,"about_ca_system_score_codex":0.00038881117,"about_ca_system_score_gemma":0.0005283789,"threshold_uncertainty_score":0.022476733},"labels":[],"label_agreement":null},{"id":"W3091077828","doi":"10.1103/physrevfluids.5.094502","title":"Merging of long rows of plumes: Crosswinds, multiple rows, and applications to cooling towers","year":2020,"lang":"en","type":"article","venue":"Physical Review Fluids","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Crosswind; Row; Plume; Entrainment (biomusicology); Meteorology; Environmental science; Atmospheric sciences; Geology; Computer science; Physics; Acoustics","score_opus":0.01831350308171314,"score_gpt":0.2827731583566223,"score_spread":0.26445965527490917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091077828","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":[0.3603058,0.0030645563,0.62589854,0.000766275,0.00019733206,0.00016372514,0.00012253935,0.0005039988,0.008977234],"genre_scores_gemma":[0.9650434,0.00081271026,0.030749455,0.000080063364,0.000089376095,0.000078315126,0.000078414225,0.000046391327,0.0030219762],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997851,0.000050134455,0.0000106213865,0.000050223272,0.00004912413,0.000054780456],"domain_scores_gemma":[0.9993474,0.00021435285,0.00016554256,0.00006098572,0.0001249688,0.00008666348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006132489,0.00072372524,0.0006624029,0.0008090821,0.000836948,0.0014124258,0.0015375621,0.0013974307,0.0020020562],"category_scores_gemma":[0.0014610041,0.00062761677,0.0014596671,0.00048551548,0.0012394813,0.0024455658,0.0013850927,0.00087569887,0.00024234696],"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":[0.00015424589,0.00017868349,0.012464606,0.00015778119,0.00010101926,0.0015468332,0.00072708103,0.75962734,0.04067502,0.15954076,0.0010773796,0.02374917],"study_design_scores_gemma":[0.000016311978,0.00011663955,0.0017183977,0.000023580078,0.000015999907,0.00028030318,0.00013266812,0.98250914,0.0024723015,0.011814689,0.00086274516,0.000037166752],"about_ca_topic_score_codex":0.004044242,"about_ca_topic_score_gemma":0.0024354002,"teacher_disagreement_score":0.004044242,"about_ca_system_score_codex":0.0009718497,"about_ca_system_score_gemma":0.0005904433,"threshold_uncertainty_score":0.008041382},"labels":[],"label_agreement":null},{"id":"W3093240376","doi":"10.1007/s00366-020-01190-w","title":"Scale-adaptive turbulence modeling for LES over complex terrain","year":2020,"lang":"en","type":"article","venue":"Engineering With Computers","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Terrain; Turbulence kinetic energy; Large eddy simulation; Planetary boundary layer; Turbulence modeling; K-epsilon turbulence model; Meteorology; Geology; K-omega turbulence model; Mechanics; Computer science; Physics; Geography","score_opus":0.01890613592974718,"score_gpt":0.19194243751495652,"score_spread":0.17303630158520933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093240376","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":[0.10570894,0.000490145,0.8818313,0.00057870214,0.00015752064,0.000086257576,0.00032835006,0.0015398934,0.00927892],"genre_scores_gemma":[0.8789994,0.00044332995,0.1128288,0.00015761745,0.00012347524,0.00017479119,0.00030813637,0.00048399277,0.0064805117],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998561,0.00004826713,0.000010888317,0.000022171173,0.000042206873,0.000020438953],"domain_scores_gemma":[0.9994709,0.0002536405,0.00005668792,0.00007297376,0.000106363885,0.000039394705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026172903,0.0005542366,0.0006392414,0.00032117864,0.0004388217,0.0009867859,0.0011222027,0.00113882,0.0020982937],"category_scores_gemma":[0.0016625775,0.0003885201,0.00045352368,0.0005357333,0.00066908385,0.0013070736,0.0008763353,0.0011743987,0.00041034477],"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":[0.000025409614,0.00003365627,0.000524994,0.000020957246,0.0000144901305,0.000036758567,0.00003086279,0.9872959,0.00243503,0.003523289,0.00052743393,0.005531218],"study_design_scores_gemma":[0.0000017515691,0.0000015738743,0.000032910222,6.674571e-7,3.9082082e-7,0.0000013832946,0.0000017164397,0.9994992,0.000095817486,0.00028027312,0.00008292588,0.0000013261239],"about_ca_topic_score_codex":0.011715563,"about_ca_topic_score_gemma":0.007746757,"teacher_disagreement_score":0.011715563,"about_ca_system_score_codex":0.0004618966,"about_ca_system_score_gemma":0.00060303794,"threshold_uncertainty_score":0.023294747},"labels":[],"label_agreement":null},{"id":"W3093273408","doi":"10.1093/oxfordhb/9780190670252.013.27","title":"Simplified Hazard Modeling and Structural Reliability Analysis Considering Non-Synoptic Wind Systems (NSWS) in Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Western University","funders":"","keywords":"Tornado; Wind speed; Meteorology; Probabilistic logic; Hazard; Environmental science; Reliability (semiconductor); Wind engineering; Engineering; Geography; Statistics; Mathematics","score_opus":0.014923832794461396,"score_gpt":0.1741061678295846,"score_spread":0.15918233503512322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093273408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7587275,0.0016652442,0.1177641,0.00067700807,0.00005329966,0.00011569872,0.0017319393,0.00036183913,0.118903324],"genre_scores_gemma":[0.9697121,0.00084314775,0.005940268,0.000016089461,0.00000762296,0.000022528604,0.000320392,0.00003271038,0.023105059],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999089,0.000008806941,0.000002048463,0.000010539643,0.00003923635,0.000030515945],"domain_scores_gemma":[0.99986565,0.000034594585,0.000015621237,0.000008363096,0.00006379628,0.000011997418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020426311,0.0003552789,0.00026381217,0.00056296337,0.00075631565,0.0007354516,0.0009508753,0.00031379174,0.0025695392],"category_scores_gemma":[0.0003996906,0.0002328271,0.00037577716,0.00067779375,0.0005265343,0.0002892036,0.00028639252,0.00028023662,0.00017529202],"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":[0.000013641764,0.0000086399805,0.0032380994,0.000032614873,0.000008504756,0.0001132838,0.000103396625,0.9701866,0.00071877794,0.013187415,0.0009811402,0.011407717],"study_design_scores_gemma":[0.000002732916,0.000010472142,0.0050983736,0.000014236694,0.000009524379,0.000025282949,0.000121931575,0.98675543,0.0002468506,0.004024105,0.0036824418,0.000008582252],"about_ca_topic_score_codex":0.9012808,"about_ca_topic_score_gemma":0.9277739,"teacher_disagreement_score":0.09871918,"about_ca_system_score_codex":0.00816905,"about_ca_system_score_gemma":0.0076066107,"threshold_uncertainty_score":0.19860107},"labels":[],"label_agreement":null},{"id":"W3096644212","doi":"10.1002/we.2583","title":"Characterization of offshore vertical wind shear conditions in Southern New England","year":2020,"lang":"en","type":"article","venue":"Wind Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"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":"Offshore wind power; Submarine pipeline; Geology; Shear (geology); Marine engineering; Geotechnical engineering; Engineering; Aerospace engineering; Petrology; Turbine","score_opus":0.011164417999683936,"score_gpt":0.19925282278685724,"score_spread":0.1880884047871733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096644212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99913293,0.000031620813,0.00010298621,0.000008511219,0.0000011497675,0.000003900795,0.00025702798,0.0000028545714,0.00045894383],"genre_scores_gemma":[0.99903,0.00003982717,0.00015955714,0.000006141929,0.0000012590136,0.0000076893475,0.0004137867,0.0000014353631,0.00034028242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998814,0.000013138258,0.000016454931,0.000031944346,0.00003275145,0.0000242402],"domain_scores_gemma":[0.9994438,0.00009898121,0.00017774344,0.00003712766,0.00018788959,0.000054365035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021051781,0.00012978878,0.00018358105,0.00063601416,0.00023382952,0.00054690917,0.00013094686,0.00011779827,0.0009806037],"category_scores_gemma":[0.0006567085,0.0001436948,0.00010781696,0.00071615557,0.00020240812,0.0002950671,0.0003623805,0.00011290854,0.00016439757],"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":[0.000057546382,0.000010949661,0.98770255,0.000018132883,0.000021828024,0.0003132488,0.00081921526,0.0005053502,0.0060784775,0.000053323314,0.00014048982,0.004278881],"study_design_scores_gemma":[0.0000017294757,0.000008724124,0.998749,0.0000037737234,0.0000034046936,0.00003066411,0.00039110353,0.00035715388,0.00019467973,0.0000074007075,0.0002502559,0.0000020715052],"about_ca_topic_score_codex":0.111641474,"about_ca_topic_score_gemma":0.26953384,"teacher_disagreement_score":0.111641474,"about_ca_system_score_codex":0.00049458415,"about_ca_system_score_gemma":0.00023226943,"threshold_uncertainty_score":0.22198325},"labels":[],"label_agreement":null},{"id":"W3109527796","doi":"10.1139/cjce-2020-0100","title":"Prediction of pressure coefficient on setback building by artificial neural network","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Setback; Lift (data mining); Wind tunnel; Drag coefficient; Drag; Aerodynamics; Artificial neural network; Mathematics; Computational fluid dynamics; Mechanics; Mean squared error; Structural engineering; Simulation; Engineering; Statistics; Computer science; Physics; Artificial intelligence; Civil engineering; Data mining","score_opus":0.011149412589983539,"score_gpt":0.17192048219055642,"score_spread":0.16077106960057289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109527796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91627395,0.0001156034,0.08073618,0.000071903516,0.00003969193,0.000028533212,0.00015461892,0.00041142938,0.0021680621],"genre_scores_gemma":[0.9945509,0.00005354076,0.0047535156,0.0000068632635,0.0000029192438,0.00001488294,0.000105516774,0.000009982315,0.00050185685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998764,0.000016620636,0.0000068404697,0.000029319897,0.000047222697,0.000023637991],"domain_scores_gemma":[0.99973816,0.00011940982,0.000028553952,0.000016532787,0.00008192215,0.000015399031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026551593,0.0007540844,0.00035336582,0.0005840793,0.00021240681,0.00042801723,0.00038223196,0.0005077058,0.0008516249],"category_scores_gemma":[0.0008032316,0.00029626596,0.0004418327,0.00037841834,0.00018924821,0.00054406497,0.00022673812,0.00044320218,0.0001535378],"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":[0.000061902174,0.0000719114,0.0070715346,0.000029664758,0.000015883668,0.000062920306,0.000018736397,0.9643058,0.0045506614,0.00018147413,0.0002040569,0.023425361],"study_design_scores_gemma":[0.000001010461,0.00001065829,0.0011266823,8.9053384e-7,0.0000017073864,0.0000023604464,0.0000032823034,0.9981511,0.0006463714,0.000029809386,0.000023283066,0.000002741029],"about_ca_topic_score_codex":0.014349704,"about_ca_topic_score_gemma":0.010031535,"teacher_disagreement_score":0.014349704,"about_ca_system_score_codex":0.00036341476,"about_ca_system_score_gemma":0.00039485405,"threshold_uncertainty_score":0.028532326},"labels":[],"label_agreement":null},{"id":"W3113896671","doi":"10.18280/mmep.070402","title":"Determination of Wind Pattern Inside an Urban Area Through a Mesoscale-Microscale Approach","year":2020,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mesoscale meteorology; Microscale chemistry; MM5; Terrain; Anemometer; Meteorology; Geology; Root mean square; Software; Environmental science; Wind speed; Geography; Computer science; Physics; Mathematics; Cartography","score_opus":0.03243434891338618,"score_gpt":0.20399294782061644,"score_spread":0.17155859890723027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113896671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91245544,0.000158229,0.08241791,0.000089916604,0.000015574671,0.0000499753,0.0006482726,0.0002462046,0.0039185425],"genre_scores_gemma":[0.9857044,0.00007388958,0.013723906,0.0000045461807,0.000008549441,0.000028969842,0.0001940405,0.000013330886,0.00024837904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999373,0.0000133244475,0.0000036598335,0.000022722743,0.000012694528,0.000010290013],"domain_scores_gemma":[0.9998987,0.000036078243,0.000020332658,0.000017324419,0.00001746641,0.000010008768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114320275,0.00017779006,0.00020464911,0.00062815595,0.00014685623,0.00044321062,0.00019180312,0.00027856772,0.0006678877],"category_scores_gemma":[0.00039288957,0.0001056929,0.0002432832,0.00053068955,0.00014727846,0.00039336624,0.00031610642,0.00014393422,0.0001234513],"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":[0.00005341132,0.00009048848,0.089299545,0.0000884975,0.000046753983,0.00020596154,0.00011223519,0.853208,0.01795904,0.0031402705,0.0003177578,0.0354781],"study_design_scores_gemma":[0.000005777504,0.00002000866,0.043653175,0.0000062372274,0.000006228852,0.000026174597,0.00009390708,0.9542541,0.0009818157,0.0005539115,0.0003880334,0.000010696941],"about_ca_topic_score_codex":0.0036761852,"about_ca_topic_score_gemma":0.0044841575,"teacher_disagreement_score":0.0036761852,"about_ca_system_score_codex":0.00021146637,"about_ca_system_score_gemma":0.00025908364,"threshold_uncertainty_score":0.007309556},"labels":[],"label_agreement":null},{"id":"W3115469274","doi":"10.14288/1.0395393","title":"Performance-based wind design of tall buildings : concepts, frameworks, and applications","year":2020,"lang":"en","type":"article","venue":"Open Collections","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Engineering; Civil engineering; Environmental science","score_opus":0.018844508654063553,"score_gpt":0.24111505718752896,"score_spread":0.2222705485334654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115469274","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":[0.025176022,0.000891609,0.96345323,0.000112329486,0.000036061127,0.000050150164,0.00003948253,0.00013063944,0.010110488],"genre_scores_gemma":[0.816235,0.0031587395,0.17270863,0.00004660258,0.000072380775,0.00012644082,0.000096976146,0.00006958839,0.0074856114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99976224,0.00004756314,0.000013989967,0.00002903043,0.00012087181,0.000026321703],"domain_scores_gemma":[0.999808,0.000048210568,0.000045020795,0.00002397055,0.00005488368,0.000019936631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047645252,0.00065439596,0.00030130844,0.0005233064,0.0003111081,0.00090372015,0.00057757593,0.00045761422,0.0016689816],"category_scores_gemma":[0.000512274,0.00028456814,0.0003422853,0.00039845897,0.00067233585,0.00091906835,0.00075143704,0.0006174445,0.00030089106],"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":[0.000041646774,0.00005619948,0.0015348882,0.0002524823,0.000015535541,0.0001058145,0.00024897506,0.6887584,0.016812712,0.12818748,0.0008693337,0.16311651],"study_design_scores_gemma":[0.000008802954,0.00023589343,0.0014355957,0.00009786407,0.000013018598,0.000117899326,0.00019284319,0.9288739,0.004733788,0.046533346,0.017729582,0.000027491202],"about_ca_topic_score_codex":0.001023486,"about_ca_topic_score_gemma":0.0012335817,"teacher_disagreement_score":0.0016689816,"about_ca_system_score_codex":0.00035551164,"about_ca_system_score_gemma":0.00047935458,"threshold_uncertainty_score":0.005583346},"labels":[],"label_agreement":null},{"id":"W3117542995","doi":"10.1061/(asce)st.1943-541x.0002949","title":"Two-Dimensional Aerodynamic Admittance of a Flat Closed-Box Bridge","year":2020,"lang":"en","type":"article","venue":"Journal of Structural Engineering","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Aerodynamics; Admittance; Aeroelasticity; Structural engineering; Wind tunnel; Turbulence; Deck; Mechanics; Aerodynamic force; Lift (data mining); Wavenumber; Physics; Geometry; Geology; Engineering; Mathematics; Optics; Computer science; Electrical engineering","score_opus":0.007367896022454535,"score_gpt":0.20496242304134749,"score_spread":0.19759452701889296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117542995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827886,0.0000066213242,0.001334377,0.000004353188,0.0000028266963,0.000005550625,0.00006608056,0.000018779974,0.0002825058],"genre_scores_gemma":[0.99931216,0.000007598939,0.00041322876,0.00000204316,6.790407e-7,0.0000050201497,0.00008372417,0.0000016214232,0.00017374741],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992,0.000008886734,0.0000057650664,0.000016921105,0.00003213785,0.000016293223],"domain_scores_gemma":[0.9998479,0.000049238144,0.000014503749,0.000020171328,0.000034627905,0.000033478183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018510252,0.00028721313,0.0002270516,0.00033067405,0.0002348663,0.00027966144,0.00026284435,0.00028523797,0.0010809659],"category_scores_gemma":[0.0003501908,0.00014429096,0.0002337856,0.00015522033,0.00025111256,0.0002626577,0.00027589264,0.00020352923,0.000102189675],"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":[0.0011231627,0.00067688234,0.0564761,0.00013513003,0.00006660674,0.0010306296,0.0003552449,0.2396085,0.67218393,0.00074496516,0.00033985326,0.027258955],"study_design_scores_gemma":[0.00007887558,0.0017564737,0.1995493,0.000015689087,0.000029609753,0.00016657134,0.00027646785,0.75150657,0.045974717,0.00028508453,0.00030827164,0.000052428688],"about_ca_topic_score_codex":0.0023502638,"about_ca_topic_score_gemma":0.00212653,"teacher_disagreement_score":0.0023502638,"about_ca_system_score_codex":0.00013488211,"about_ca_system_score_gemma":0.00021667457,"threshold_uncertainty_score":0.004673183},"labels":[],"label_agreement":null},{"id":"W3119851011","doi":"10.1115/1.4049679","title":"Numerical Modeling of Freestream Turbulence Decay Using Different Commercial Computational Fluid Dynamics Codes","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computational fluid dynamics; Turbulence; Freestream; Reynolds-averaged Navier–Stokes equations; Mechanics; Boundary layer; Turbulence kinetic energy; Turbulence modeling; K-epsilon turbulence model; Physics; K-omega turbulence model; Reynolds stress; Fluent; Large eddy simulation; Statistical physics; Reynolds number","score_opus":0.012334571253088717,"score_gpt":0.2232155116652305,"score_spread":0.21088094041214178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119851011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8265365,0.00031403647,0.16284573,0.000111208625,0.000086661246,0.00012899368,0.0005384556,0.0012304285,0.008207931],"genre_scores_gemma":[0.9691965,0.00010240512,0.02912656,0.000022527644,0.0000073408587,0.000104841085,0.00032282795,0.00009042911,0.0010265858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970394,0.000058080102,0.000025761585,0.000043559972,0.00012459561,0.00004408114],"domain_scores_gemma":[0.9992186,0.00031624897,0.00009414652,0.00008196638,0.00025348825,0.00003565012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006296569,0.0005700603,0.00035124217,0.00060330215,0.00039580188,0.00074085966,0.0012723579,0.000672522,0.0009366294],"category_scores_gemma":[0.0013159886,0.00021233251,0.00055437634,0.0005117913,0.0004452152,0.00064472813,0.00046573795,0.00051320257,0.00019354119],"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":[0.00013974706,0.00016071464,0.0069495533,0.000093773524,0.000031631138,0.00015621031,0.00010712317,0.9505099,0.020377286,0.0041396017,0.0006302388,0.016704174],"study_design_scores_gemma":[0.0000049838013,0.000016723561,0.00037271157,0.000002189142,0.0000019789247,0.0000075109615,0.0000048115976,0.9960944,0.003254729,0.000065675755,0.00017037676,0.000004014286],"about_ca_topic_score_codex":0.00985162,"about_ca_topic_score_gemma":0.0049092523,"teacher_disagreement_score":0.00985162,"about_ca_system_score_codex":0.0008571804,"about_ca_system_score_gemma":0.00091322523,"threshold_uncertainty_score":0.01958859},"labels":[],"label_agreement":null},{"id":"W3119970357","doi":"10.1016/j.buildenv.2021.107600","title":"Suite-level air tightness and compartmentalization in multi-unit residential buildings: How do we achieve our intended goals?","year":2021,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; American Society of Heating, Refrigerating and Air-Conditioning Engineers","keywords":"ASHRAE 90.1; Suite; Test suite; Environmental science; Airflow; Air quality index; Compartmentalization (fire protection); Engineering; Computer science; Reliability engineering; Test case; Mechanical engineering; Meteorology; Geography","score_opus":0.03572490484966753,"score_gpt":0.2576105939781136,"score_spread":0.22188568912844606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119970357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8664796,0.03183893,0.016350098,0.071470246,0.0007581689,0.00006315005,0.00046559647,0.000106459935,0.012467801],"genre_scores_gemma":[0.9916298,0.0031874925,0.003373594,0.00089088164,0.00019367563,0.000028615119,0.00009251523,0.000014283789,0.0005891162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705696,0.0015225834,0.00019227645,0.00031279572,0.0004505659,0.00046471457],"domain_scores_gemma":[0.9890175,0.0045536035,0.002612301,0.0006253327,0.0017726761,0.0014185994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068677054,0.0005702942,0.0009231081,0.0006244007,0.0010987782,0.0054540625,0.0023980285,0.0025120382,0.002439037],"category_scores_gemma":[0.01750234,0.00034501185,0.00081691705,0.0012316527,0.0028759348,0.0063351416,0.0023663896,0.0025989767,0.00028986667],"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":[0.00048344873,0.0010019536,0.7741166,0.00084006065,0.0007433137,0.0002133689,0.0057086847,0.010357247,0.0010781995,0.038074557,0.006334287,0.16104834],"study_design_scores_gemma":[0.000025179446,0.0005382048,0.8760585,0.0011427824,0.00045563994,0.00032927797,0.037952144,0.016978957,0.0015518253,0.05294306,0.011837062,0.00018736947],"about_ca_topic_score_codex":0.0524788,"about_ca_topic_score_gemma":0.08895379,"teacher_disagreement_score":0.0524788,"about_ca_system_score_codex":0.0014832753,"about_ca_system_score_gemma":0.0065351552,"threshold_uncertainty_score":0.10434663},"labels":[],"label_agreement":null},{"id":"W3124348125","doi":"10.4271/2021-01-0215","title":"1D Modeling of HVAC Unit Air Flow for Automatic Climate Control Simulations","year":2021,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"HVAC; Computer science; Unit (ring theory); Airflow; Atmospheric model; Flow control (data); Flow (mathematics); Environmental science; Control engineering; Automotive engineering; Air conditioning; Meteorology; Engineering; Mechanical engineering; Mechanics; Telecommunications; Physics; Mathematics","score_opus":0.01533148432602818,"score_gpt":0.2524095722493149,"score_spread":0.2370780879232867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124348125","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":[0.093393266,0.00068743265,0.84454256,0.0005700223,0.00035373215,0.00034500187,0.0034511394,0.0038362911,0.05282051],"genre_scores_gemma":[0.8285361,0.0010754161,0.14553627,0.00020134739,0.00009316865,0.0010246524,0.0029565613,0.00042600656,0.020150496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998173,0.00004311649,0.000010536487,0.000030845607,0.00007572653,0.000022533364],"domain_scores_gemma":[0.99977404,0.00009355497,0.000019674644,0.000028423476,0.0000669032,0.000017411763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020285463,0.00075689895,0.0007315553,0.00041888753,0.0005764466,0.0013599622,0.0010537499,0.0014641687,0.00886923],"category_scores_gemma":[0.0006864484,0.0004749756,0.0011174158,0.00041138096,0.00038611403,0.0005238523,0.0006564401,0.00085293147,0.0012125745],"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":[0.000015480407,0.000021605527,0.0004434987,0.000043849508,0.000007755768,0.000039065515,0.000030814725,0.9908885,0.0017920686,0.0019091394,0.0006489941,0.0041592005],"study_design_scores_gemma":[0.000004975853,0.000007558093,0.00015487692,0.000005219868,0.0000024036376,0.000008207183,0.000007029421,0.9973341,0.00040412505,0.00026954093,0.0017972713,0.000004617795],"about_ca_topic_score_codex":0.0157392,"about_ca_topic_score_gemma":0.008477929,"teacher_disagreement_score":0.0157392,"about_ca_system_score_codex":0.00077583746,"about_ca_system_score_gemma":0.0011813472,"threshold_uncertainty_score":0.03129518},"labels":[],"label_agreement":null},{"id":"W3125042132","doi":"10.26868/25222708.2019.210771","title":"Assessing The Impact Of The Climate Change In German Building Stocks","year":2020,"lang":"en","type":"article","venue":"Building Simulation Conference proceedings","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"German; Climate change; Environmental science; Computer science; Climatology; Geology; Geography; Oceanography","score_opus":0.06101090885411143,"score_gpt":0.35908839983569085,"score_spread":0.29807749098157943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125042132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976037,0.00009476699,0.0009224477,0.00004940964,0.000003358958,0.000005551417,0.00045236768,0.000008079683,0.0008604347],"genre_scores_gemma":[0.99924856,0.00005647256,0.00025765927,0.000006361141,0.0000013378511,0.0000033944757,0.000337487,0.000002955163,0.00008575404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997212,0.00008280939,0.00001936503,0.000041432995,0.00008173192,0.00005340853],"domain_scores_gemma":[0.99933285,0.00043239363,0.00008642963,0.000050176383,0.00007060662,0.000027459117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075497344,0.00035989238,0.00024485978,0.00050601433,0.00014589373,0.0007133601,0.00025444856,0.00037520117,0.000522666],"category_scores_gemma":[0.00174307,0.0002009304,0.00044951678,0.0008098829,0.00018613132,0.0009624381,0.00037990318,0.0002752463,0.00006875094],"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":[0.00019383288,0.000051264735,0.1514821,0.00005994512,0.00020891798,0.00030284337,0.00011244181,0.8311596,0.00276629,0.0020205257,0.00028088386,0.011361286],"study_design_scores_gemma":[0.000025719843,0.0002794309,0.39341477,0.000029073331,0.00017766589,0.00013095589,0.00039166198,0.5918677,0.009575389,0.001531908,0.0025093644,0.00006648177],"about_ca_topic_score_codex":0.025569234,"about_ca_topic_score_gemma":0.017306833,"teacher_disagreement_score":0.025569234,"about_ca_system_score_codex":0.0010887929,"about_ca_system_score_gemma":0.00040655292,"threshold_uncertainty_score":0.050840795},"labels":[],"label_agreement":null},{"id":"W3127393464","doi":"","title":"Wind gusts parametrization methods for winter storms in Switzerland with the Canadian Regional Climate Model","year":2012,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Parametrization (atmospheric modeling); Storm; Climatology; Environmental science; Climate model; Meteorology; Climate change; Atmospheric sciences; Geography; Geology; Oceanography","score_opus":0.04397861405366491,"score_gpt":0.30447407865932485,"score_spread":0.2604954646056599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127393464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8789277,0.0010428234,0.093031876,0.0008022307,0.00016799064,0.00022476308,0.0067878496,0.0037072406,0.015307566],"genre_scores_gemma":[0.9711258,0.00024137119,0.021230945,0.00004200631,0.00003528728,0.00007591794,0.0035726363,0.0005323677,0.0031436605],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999838,0.000037892965,0.000011654831,0.00002993772,0.000036703626,0.000045742177],"domain_scores_gemma":[0.99975044,0.00006954651,0.000018148296,0.000031550055,0.000100464276,0.00002993584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060541637,0.0008851379,0.0005571083,0.00055297837,0.000987449,0.0009271645,0.0010827328,0.00064323825,0.0022779896],"category_scores_gemma":[0.0012259725,0.00045135067,0.00072205666,0.0007598809,0.00027286026,0.0006477806,0.0005098602,0.0007835056,0.00034561427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009445844,0.00003138702,0.0033417381,0.000024492258,0.000047204165,0.000033070526,0.00004499753,0.9814926,0.00086081546,0.0010488194,0.0016637288,0.011316781],"study_design_scores_gemma":[0.000037113507,0.000007126567,0.0025561142,0.00000552683,0.000011743965,0.0000030441618,0.000016400681,0.9962752,0.0002788165,0.00022061334,0.0005761139,0.000012254608],"about_ca_topic_score_codex":0.811626,"about_ca_topic_score_gemma":0.78783065,"teacher_disagreement_score":0.811626,"about_ca_system_score_codex":0.0024300227,"about_ca_system_score_gemma":0.0045873118,"threshold_uncertainty_score":0.3789667},"labels":[],"label_agreement":null},{"id":"W3127779069","doi":"10.1016/j.jweia.2021.104552","title":"Wind loads on roof-mounted equipment on low-rise buildings with low-slope roofs","year":2021,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Roof; Elevation (ballistics); Building envelope; Doors; Wind engineering; Structural engineering; Envelope (radar); Enclosure; Geotechnical engineering; Cladding (metalworking); Low-rise; Marine engineering; Environmental science; Engineering; Geology; Meteorology; Materials science; Thermal; Aerospace engineering","score_opus":0.008311907207172696,"score_gpt":0.20015844893353657,"score_spread":0.19184654172636387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127779069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994307,0.0000111468535,0.000107135646,0.0000037316706,0.000002757543,0.0000045958586,0.0000571347,0.000007529129,0.00037513277],"genre_scores_gemma":[0.99971586,0.000009076289,0.000030760755,0.000001401841,0.0000013221528,0.0000016693028,0.00007017008,0.0000026958749,0.00016692156],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969137,0.00005132305,0.000016091739,0.000034329274,0.00008761706,0.00011927676],"domain_scores_gemma":[0.99936694,0.00025129778,0.000048352726,0.000041816074,0.000182871,0.00010874084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202226,0.00044238396,0.00086318044,0.00070867693,0.0010016647,0.00057734177,0.0003609097,0.0006058574,0.0036126699],"category_scores_gemma":[0.00069508405,0.00032626995,0.00052917196,0.00048594497,0.00045296026,0.00039642456,0.00043108256,0.0003371779,0.00073269114],"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":[0.0068663466,0.0014843781,0.47752917,0.00048439376,0.00039468316,0.010804374,0.0030001854,0.113002144,0.3296995,0.0005810564,0.0022654675,0.05388836],"study_design_scores_gemma":[0.000026868589,0.0006735298,0.95773923,0.000022985867,0.000070173206,0.00029829203,0.0022977102,0.028535595,0.009892084,0.00009891951,0.0003111253,0.00003358359],"about_ca_topic_score_codex":0.009357309,"about_ca_topic_score_gemma":0.012882659,"teacher_disagreement_score":0.009357309,"about_ca_system_score_codex":0.00040740726,"about_ca_system_score_gemma":0.00026041453,"threshold_uncertainty_score":0.01860565},"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":"W3128534410","doi":"10.1177/1748006x21991036","title":"Evolving extreme events caused by climate change: A tail based Bayesian approach for extreme event risk analysis","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Iceberg; Extreme value theory; Event (particle physics); Climate change; Bayesian inference; Inference; Natural (archaeology); Natural hazard; Submarine pipeline; Computer science; Bayesian probability; Econometrics; Environmental science; Risk analysis (engineering); Statistics; Meteorology; Geography; Engineering; Mathematics; Geology; Artificial intelligence; Oceanography; Geotechnical engineering; Sea ice","score_opus":0.01546105915871588,"score_gpt":0.21997357701951867,"score_spread":0.2045125178608028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128534410","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":[0.0036420058,0.00011887103,0.9954342,0.000072106355,0.000009574269,0.00002109927,0.00003424292,0.00006521084,0.0006025849],"genre_scores_gemma":[0.55644566,0.0017260829,0.43298087,0.00027128393,0.00029098356,0.00041811974,0.0006567548,0.00024495376,0.0069653047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983637,0.00071986095,0.00008888219,0.00026279406,0.00043442933,0.00013034932],"domain_scores_gemma":[0.99623704,0.002544413,0.000408986,0.00020017137,0.00048316785,0.00012626866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003856336,0.00095694786,0.0013599071,0.0020617945,0.00057161966,0.0015625644,0.002212763,0.0014038548,0.0025646847],"category_scores_gemma":[0.009720803,0.0009885291,0.0015122549,0.0013039595,0.0011623374,0.0019438029,0.0016857393,0.0019447588,0.00053859875],"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":[0.000053249318,0.00005152431,0.0026864295,0.000092677794,0.00014525081,0.00019670025,0.00013040281,0.89112085,0.0014195343,0.053933408,0.0010630221,0.0491069],"study_design_scores_gemma":[0.00000441778,0.000018372044,0.00045512695,0.000012789817,0.00002251808,0.00004534168,0.000014485853,0.97682744,0.00014313245,0.021895632,0.0005441287,0.000016713346],"about_ca_topic_score_codex":0.005204912,"about_ca_topic_score_gemma":0.0055150636,"teacher_disagreement_score":0.005204912,"about_ca_system_score_codex":0.00090044754,"about_ca_system_score_gemma":0.0010898644,"threshold_uncertainty_score":0.020394444},"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":"W3134118759","doi":"10.1016/j.enbuild.2021.110869","title":"Resilient cooling of buildings to protect against heat waves and power outages: Key concepts and definition","year":2021,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Université de Liège; Waalse Gewest","keywords":"Architectural engineering; Resilience (materials science); Vulnerability (computing); Robustness (evolution); Timeline; Key (lock); Risk analysis (engineering); Heat wave; Computer science; Vulnerability assessment; Climate change; Environmental resource management; Engineering; Psychological resilience; Environmental science; Computer security; Business","score_opus":0.008901575167821403,"score_gpt":0.21989858063035736,"score_spread":0.21099700546253597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134118759","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":[0.05654831,0.038270336,0.78645474,0.0065302053,0.0013697541,0.00036045013,0.00037038917,0.00031941815,0.10977643],"genre_scores_gemma":[0.8664914,0.02888295,0.086227626,0.0009026144,0.0018269742,0.0005791206,0.00018750815,0.00012703467,0.014774837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993999,0.00015778205,0.00003550237,0.00015012454,0.00015319124,0.00010350768],"domain_scores_gemma":[0.9993948,0.00025737257,0.000121302255,0.00007561019,0.00009862979,0.000052274492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009163469,0.001239875,0.0008820162,0.0022001215,0.0010246738,0.0025750347,0.0021801165,0.0016520952,0.0027947328],"category_scores_gemma":[0.0012527097,0.00048148882,0.00094372354,0.0019495534,0.006468311,0.0041184183,0.0024421492,0.0023090458,0.00024327112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021144764,0.00004786708,0.00053677574,0.00040990216,0.000028908027,0.00013839854,0.00047880982,0.036679562,0.0029725286,0.93365324,0.0020349058,0.02299799],"study_design_scores_gemma":[0.000022545431,0.00026279906,0.0023916606,0.0008434975,0.000087217195,0.0006327966,0.001077155,0.0869609,0.005977595,0.7788764,0.1227613,0.00010615945],"about_ca_topic_score_codex":0.0012600776,"about_ca_topic_score_gemma":0.0008550379,"teacher_disagreement_score":0.0027947328,"about_ca_system_score_codex":0.0014197025,"about_ca_system_score_gemma":0.0011050402,"threshold_uncertainty_score":0.0103007555},"labels":[],"label_agreement":null},{"id":"W3134182342","doi":"10.2749/newyork.2019.2586","title":"Design application and verification of equivalent static wind loads in bridge design","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Wind and Air Flow Studies","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":"WSP (Canada)","funders":"","keywords":"Aerodynamics; Aeroelasticity; Wind engineering; Structural engineering; Bridge (graph theory); Pylon; Wind tunnel; Skew; Engineering; Computer science; Marine engineering; Aerospace engineering","score_opus":0.026821896420343508,"score_gpt":0.25363910378314236,"score_spread":0.22681720736279887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134182342","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":[0.2347396,0.00014317801,0.7339985,0.0000853509,0.0001113366,0.0002862385,0.000368515,0.0014027293,0.028864551],"genre_scores_gemma":[0.84602034,0.00009239755,0.14676727,0.000027112965,0.0000148195895,0.00022518147,0.0003490078,0.00022614434,0.006277763],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878305,0.00023199242,0.00005718809,0.00009901911,0.00076252525,0.000066273],"domain_scores_gemma":[0.9990472,0.00020406306,0.000074570205,0.00021100165,0.00044081724,0.000022326303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010011594,0.000614764,0.00030606415,0.000636864,0.00028076963,0.0005397836,0.00078078586,0.0005903685,0.005166494],"category_scores_gemma":[0.002156804,0.00025752178,0.0004804696,0.00022702495,0.00031340902,0.00052859174,0.0004485695,0.00030397504,0.0008279928],"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":[0.0002742486,0.00029373713,0.0036496609,0.0007751126,0.000054883236,0.0006980276,0.0007115411,0.47476476,0.28013444,0.012356091,0.0025562525,0.22373132],"study_design_scores_gemma":[0.000076150354,0.0011057819,0.0042862673,0.00008880593,0.00004834137,0.00029800626,0.00018837581,0.8035783,0.16782483,0.0024913014,0.01996529,0.000048526872],"about_ca_topic_score_codex":0.0009618844,"about_ca_topic_score_gemma":0.0010575897,"teacher_disagreement_score":0.005166494,"about_ca_system_score_codex":0.00028362122,"about_ca_system_score_gemma":0.00047316466,"threshold_uncertainty_score":0.017283678},"labels":[],"label_agreement":null},{"id":"W3134316278","doi":"10.2749/newyork.2019.2638","title":"Objective-based equivalent static wind loads for long-span bridges","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Aeroelasticity; Structural engineering; Time domain; Modal; Deflection (physics); Wind engineering; Span (engineering); Frequency domain; Modal analysis; Design process; Computer science; Engineering; Aerodynamics; Finite element method; Aerospace engineering; Physics; Materials science","score_opus":0.01476061018055727,"score_gpt":0.2585043692172238,"score_spread":0.24374375903666654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134316278","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":[0.14570014,0.00010395331,0.8178976,0.000091441834,0.000029313995,0.00006810783,0.00021364668,0.0002877171,0.035608135],"genre_scores_gemma":[0.95631903,0.00015167997,0.03535524,0.000030338395,0.0000167931,0.00009135358,0.00038132194,0.00015572926,0.0074984883],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980766,0.00004990894,0.000006512224,0.000013239758,0.00010817488,0.000014404828],"domain_scores_gemma":[0.9997863,0.000099962024,0.000024125931,0.0000184887,0.00006330125,0.000007895737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005337745,0.00053884444,0.00022444547,0.0005175652,0.0001678903,0.00051354343,0.0004241675,0.00036840417,0.003954633],"category_scores_gemma":[0.0010308896,0.00020355309,0.0003480386,0.00025512706,0.0002042152,0.00058371003,0.0004314974,0.00036547257,0.00055435306],"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":[0.000017372427,0.000042016603,0.00030768235,0.000032206706,0.000005713868,0.000055887584,0.000025570345,0.9695239,0.005382895,0.0077705565,0.00041941882,0.016416786],"study_design_scores_gemma":[0.000002732645,0.00002191367,0.00035304044,0.000005011888,0.0000025591457,0.000008286249,0.000012458081,0.9955367,0.0014919717,0.0021263892,0.00043458724,0.0000043387927],"about_ca_topic_score_codex":0.00085410266,"about_ca_topic_score_gemma":0.0019442998,"teacher_disagreement_score":0.003954633,"about_ca_system_score_codex":0.00035915873,"about_ca_system_score_gemma":0.00027262207,"threshold_uncertainty_score":0.013229489},"labels":[],"label_agreement":null},{"id":"W3134700893","doi":"10.2749/newyork.2019.2573","title":"Equivalent static wind load procedure for skew winds on large bridges","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Wind and Air Flow Studies","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":"WSP (Canada)","funders":"","keywords":"Bridge (graph theory); Wind engineering; Structural engineering; Skew; Terrain; Vibration; Wind speed; Engineering; Wind tunnel; Aeroelasticity; Computer science; Aerodynamics; Geology; Aerospace engineering; Acoustics","score_opus":0.013041011612771772,"score_gpt":0.2613224517550987,"score_spread":0.24828144014232695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134700893","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":[0.011776454,0.000008500119,0.98300016,0.0000097673665,0.000015087176,0.000048262344,0.000029684494,0.00018919904,0.0049229143],"genre_scores_gemma":[0.40819377,0.0000937535,0.5706169,0.000058505622,0.00006521435,0.0003040692,0.0004397876,0.0007892891,0.019438751],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994413,0.00013785594,0.00002586763,0.00006105331,0.00030180594,0.00003212301],"domain_scores_gemma":[0.9995654,0.0001528274,0.000043693763,0.00006900345,0.00015314925,0.000015839114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069465727,0.00072273205,0.00037261762,0.00092693965,0.00044212345,0.00062603905,0.0008105982,0.00038898113,0.012880476],"category_scores_gemma":[0.0016766024,0.00029742176,0.00055233884,0.00037095693,0.00050283084,0.0008518861,0.0010063929,0.0006039626,0.0019177792],"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":[0.00012740152,0.00014658386,0.0018318694,0.00016687467,0.000025119,0.0008245453,0.00045748154,0.45672157,0.070013285,0.113403656,0.0035388991,0.35274273],"study_design_scores_gemma":[0.000009804409,0.00006667322,0.00061646657,0.000012910263,0.000006633609,0.000109859844,0.000073811934,0.9631944,0.012487409,0.016561715,0.0068467422,0.00001360661],"about_ca_topic_score_codex":0.00097875,"about_ca_topic_score_gemma":0.0015692546,"teacher_disagreement_score":0.012880476,"about_ca_system_score_codex":0.000250857,"about_ca_system_score_gemma":0.00044661798,"threshold_uncertainty_score":0.04308951},"labels":[],"label_agreement":null},{"id":"W3134855772","doi":"10.1016/j.engstruct.2021.112101","title":"Characterization of wind-induced pressure on membrane roofs based on full-scale wind tunnel testing","year":2021,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Sleep Foundation","keywords":"Wind tunnel; Full scale; Structural engineering; Characterization (materials science); Engineering; Geotechnical engineering; Scale (ratio); Marine engineering; Wind engineering; Forensic engineering; Aerospace engineering; Materials science; Physics; Nanotechnology","score_opus":0.0076645207087647,"score_gpt":0.18673018607416642,"score_spread":0.17906566536540172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134855772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960238,0.000019216157,0.003223006,0.000010027279,0.000006616083,0.00001675577,0.00017376311,0.00006645232,0.0004603022],"genre_scores_gemma":[0.99869007,0.000016123111,0.00097623514,0.0000031293087,0.0000013135357,0.000013286017,0.000095171585,0.0000065811087,0.00019805806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969804,0.000026222224,0.000016017924,0.000042097985,0.00016633743,0.000051320065],"domain_scores_gemma":[0.999564,0.0001025147,0.00005312148,0.00007933721,0.00014885335,0.000052197403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003499405,0.00033533032,0.0002653985,0.000285402,0.0003602954,0.00038217055,0.0004438903,0.0005547532,0.0016202643],"category_scores_gemma":[0.0005428668,0.00017426547,0.00027609314,0.00019428594,0.0004091805,0.0004598018,0.00033005202,0.00037448973,0.00022743594],"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":[0.00018800022,0.0001248308,0.007238125,0.000061086095,0.000011878659,0.00023114348,0.00013995715,0.006456878,0.9780934,0.00011394887,0.0001303349,0.007210477],"study_design_scores_gemma":[0.000035666828,0.0019020756,0.11912102,0.000028600181,0.000030542327,0.00038688976,0.0006386829,0.07128849,0.8052791,0.00015412089,0.0010923701,0.000042539392],"about_ca_topic_score_codex":0.0005467203,"about_ca_topic_score_gemma":0.0006805485,"teacher_disagreement_score":0.0016202643,"about_ca_system_score_codex":0.00013201327,"about_ca_system_score_gemma":0.0002332846,"threshold_uncertainty_score":0.005420327},"labels":[],"label_agreement":null},{"id":"W3135609688","doi":"","title":"Improvement of a windgust parametrization and application with the Canadian Regional Climate Model in Switzerland","year":2013,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Parametrization (atmospheric modeling); Climate model; Environmental science; Climatology; Climate change; Geography; Geology; Physics","score_opus":0.01167488055571263,"score_gpt":0.20775007680969979,"score_spread":0.19607519625398714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135609688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87589777,0.0006584957,0.052406512,0.0014362569,0.00059111754,0.00035744577,0.020841885,0.012630663,0.03517986],"genre_scores_gemma":[0.9690082,0.00018469774,0.018981734,0.00009815661,0.000046057758,0.00014784938,0.0069112643,0.0017035994,0.0029185186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969506,0.00006449426,0.000021165184,0.00007234576,0.00007619573,0.000070806345],"domain_scores_gemma":[0.9995222,0.00009613051,0.000023825352,0.000083095314,0.00022011294,0.000054713637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081845594,0.0013489646,0.0008717535,0.00071178295,0.001511615,0.0013573703,0.0017422389,0.0010855611,0.0051340554],"category_scores_gemma":[0.0025039373,0.00069351756,0.0011121331,0.0015890009,0.00045822223,0.0011464079,0.0006740364,0.0013388493,0.00085687946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016037845,0.000074066746,0.0058019734,0.00005638883,0.000068749425,0.000079324825,0.00007353929,0.97551495,0.0020116724,0.0011490163,0.004134229,0.010875713],"study_design_scores_gemma":[0.0002248894,0.000022269787,0.007993098,0.000017774793,0.000043858105,0.0000111777545,0.00003798159,0.9861434,0.0017768574,0.00029087064,0.0033815533,0.000056315024],"about_ca_topic_score_codex":0.81998205,"about_ca_topic_score_gemma":0.7593141,"teacher_disagreement_score":0.81998205,"about_ca_system_score_codex":0.0032835947,"about_ca_system_score_gemma":0.0067008855,"threshold_uncertainty_score":0.3621562},"labels":[],"label_agreement":null},{"id":"W3135748151","doi":"10.2749/newyork.2019.0585","title":"Wind Loading on Catenary Domes","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Wind and Air Flow Studies","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":"WSP (Canada)","funders":"","keywords":"Catenary; Wind tunnel; Structural engineering; Dome (geology); RADIUS; Pressure coefficient; Geology; Geometry; Engineering; Geotechnical engineering; Mathematics; Aerospace engineering; Computer science","score_opus":0.009570311292486275,"score_gpt":0.22599232100275538,"score_spread":0.2164220097102691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135748151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99669266,0.000049672988,0.0015087625,0.000009605444,0.000008922385,0.000018314775,0.000042389493,0.000023631519,0.0016460231],"genre_scores_gemma":[0.99829155,0.000039193248,0.00080354355,0.0000092157115,0.0000018509915,0.000008208827,0.000069852795,0.000009309896,0.0007672279],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958616,0.000065293774,0.000032048105,0.00006690607,0.00015851193,0.00009105318],"domain_scores_gemma":[0.9990214,0.00028778025,0.00011076944,0.00011740134,0.00034318195,0.00011936189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039741647,0.00031521384,0.00037532282,0.0006004393,0.00087545725,0.0007792068,0.00030455494,0.00044433636,0.001986681],"category_scores_gemma":[0.0016406728,0.00023169746,0.00021395976,0.00027291544,0.00064451894,0.00061940134,0.0007217846,0.0003047591,0.00035305702],"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":[0.0017000294,0.00037437648,0.0898693,0.0003827399,0.0000367096,0.00261463,0.0011511665,0.030873703,0.79407775,0.0015541473,0.00076648686,0.07659898],"study_design_scores_gemma":[0.00009736603,0.0027605426,0.4772022,0.0001200865,0.000045660046,0.0009437889,0.0037396313,0.057170074,0.45145717,0.0007558734,0.0055960086,0.000111624104],"about_ca_topic_score_codex":0.0023862838,"about_ca_topic_score_gemma":0.004366887,"teacher_disagreement_score":0.0023862838,"about_ca_system_score_codex":0.00025274156,"about_ca_system_score_gemma":0.00028001575,"threshold_uncertainty_score":0.0066460967},"labels":[],"label_agreement":null},{"id":"W3136312740","doi":"10.3390/buildings11030117","title":"Assessing the Moisture Load in a Vinyl-Clad Wall Assembly through Watertightness Tests","year":2021,"lang":"en","type":"article","venue":"Buildings","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":"University of Ottawa; National Research Council Canada","funders":"Infrastructure Canada","keywords":"Moisture; Environmental science; Wind speed; ASHRAE 90.1; Intensity (physics); Water content; Structural engineering; Climate zones; Geotechnical engineering; Engineering; Meteorology; Materials science; Composite material; Geology","score_opus":0.017266522765807438,"score_gpt":0.274554761736794,"score_spread":0.25728823897098657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136312740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866132,0.00033384966,0.010385064,0.000024299741,0.0000422952,0.00010593871,0.00037806714,0.00015804706,0.0019591067],"genre_scores_gemma":[0.98102623,0.00038978315,0.014113706,0.000053883796,0.000009459982,0.000117760064,0.00045741294,0.000093036906,0.0037388613],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935967,0.00003539118,0.000053059386,0.00008029727,0.0004060303,0.00006558605],"domain_scores_gemma":[0.99852544,0.00031233046,0.0003090841,0.000100760524,0.00062327035,0.00012906408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008644612,0.0005568725,0.00028988795,0.0008201751,0.00045037546,0.0004313358,0.00039147245,0.00033751206,0.0021132103],"category_scores_gemma":[0.0013576555,0.0002887939,0.00033578443,0.00051489327,0.0003701517,0.0005048342,0.0005752814,0.0005570493,0.0005604465],"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":[0.00015576265,0.00006681346,0.011406486,0.00013660813,0.000015722351,0.00028915476,0.000490938,0.0010147319,0.97456795,0.00009617689,0.00017755131,0.011582063],"study_design_scores_gemma":[0.000008208588,0.001743842,0.09859078,0.0000644156,0.000056846027,0.00028652413,0.0009276749,0.0064286394,0.88755727,0.00011585756,0.0041742707,0.000045699897],"about_ca_topic_score_codex":0.0020298208,"about_ca_topic_score_gemma":0.008584305,"teacher_disagreement_score":0.0021132103,"about_ca_system_score_codex":0.00027008206,"about_ca_system_score_gemma":0.00024031202,"threshold_uncertainty_score":0.007069409},"labels":[],"label_agreement":null},{"id":"W3137435986","doi":"10.1016/j.strusafe.2021.102078","title":"Tornado wind hazard mapping and equivalent tornado design wind profile for Canada","year":2021,"lang":"en","type":"article","venue":"Structural Safety","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; University of Calgary; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Western University; University of Calgary","keywords":"Tornado; Wind speed; Return period; Meteorology; Environmental science; Thunderstorm; Wind profile power law; Population; Engineering; Geography; Flood myth","score_opus":0.016521103537452994,"score_gpt":0.21897584035682208,"score_spread":0.2024547368193691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137435986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94657314,0.00014902906,0.01572591,0.00020570541,0.000017889653,0.00011591306,0.010451994,0.0005416092,0.026218705],"genre_scores_gemma":[0.9749418,0.000111101464,0.010788904,0.000017799899,0.0000016835378,0.000029207524,0.004283905,0.00011707134,0.009708523],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984765,0.000009682941,0.0000038858684,0.000023003575,0.00006332101,0.000052461528],"domain_scores_gemma":[0.9996662,0.000020935482,0.000011790424,0.000015186432,0.00024728928,0.000038612296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017830581,0.00029937536,0.00025924967,0.000829155,0.0013205783,0.00085359334,0.00052839075,0.0002469252,0.0047585363],"category_scores_gemma":[0.0006141242,0.00022702756,0.0003933046,0.001204957,0.00021510154,0.0003046888,0.00023969852,0.00028438264,0.0003666128],"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":[0.00057514105,0.0002600566,0.13855506,0.00015201044,0.00008859336,0.00034790742,0.0005445066,0.67220867,0.007751556,0.007728924,0.018231831,0.15355574],"study_design_scores_gemma":[0.000094699295,0.0000897411,0.25117812,0.000043047577,0.000049475122,0.00008195627,0.0015880791,0.72185117,0.0035495986,0.0017784364,0.01961256,0.000083162704],"about_ca_topic_score_codex":0.9850252,"about_ca_topic_score_gemma":0.9924246,"teacher_disagreement_score":0.014974773,"about_ca_system_score_codex":0.010458343,"about_ca_system_score_gemma":0.015830176,"threshold_uncertainty_score":0.075880885},"labels":[],"label_agreement":null},{"id":"W3137738592","doi":"10.1111/mice.12655","title":"A knowledge‐enhanced deep reinforcement learning‐based shape optimizer for aerodynamic mitigation of wind‐sensitive structures","year":2021,"lang":"en","type":"article","venue":"Computer-Aided Civil and Infrastructure Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Reinforcement learning; Aerodynamics; Computer science; Artificial neural network; Artificial intelligence; Domain knowledge; Shape optimization; Process (computing); Domain (mathematical analysis); Deep learning; Machine learning; Engineering; Aerospace engineering; Mathematics; Structural engineering; Finite element method","score_opus":0.003787149646000442,"score_gpt":0.19159702718897004,"score_spread":0.1878098775429696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137738592","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":[0.045429613,0.00056529813,0.94707704,0.00028224275,0.00016738795,0.000057224348,0.00011269513,0.0019370576,0.004371434],"genre_scores_gemma":[0.8325838,0.00016207197,0.15968898,0.00052294874,0.00008177595,0.00014388554,0.00032156176,0.00018682035,0.0063081617],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983215,0.000030748495,0.000008071317,0.000044541433,0.000050439623,0.00003396939],"domain_scores_gemma":[0.99965644,0.00015384598,0.000030818297,0.000030827767,0.00009393391,0.000034095377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005015234,0.00085812964,0.0010935147,0.00026680608,0.0002682623,0.00044965371,0.0014246134,0.0014480705,0.0029081271],"category_scores_gemma":[0.0010210351,0.0004780762,0.00052927615,0.00023209942,0.00045842672,0.00051567965,0.0010435907,0.0014047915,0.00068698317],"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":[0.00008680495,0.000082638915,0.0003193983,0.000033578242,0.00003421094,0.000052552696,0.000019360139,0.9163344,0.0029153135,0.0014003891,0.0018841256,0.07683709],"study_design_scores_gemma":[0.000004504574,0.000011831605,0.00002115168,0.0000012489057,0.0000016494804,0.0000028355448,8.953584e-7,0.9995633,0.00014082876,0.00017754815,0.0000730509,0.0000010922963],"about_ca_topic_score_codex":0.008120253,"about_ca_topic_score_gemma":0.010123352,"teacher_disagreement_score":0.008120253,"about_ca_system_score_codex":0.00047669807,"about_ca_system_score_gemma":0.0009722225,"threshold_uncertainty_score":0.016145945},"labels":[],"label_agreement":null},{"id":"W3149834656","doi":"10.1175/jas-d-20-0240.1","title":"A Scale-Adaptive Turbulence Model for the Dry Convective Boundary Layer","year":2021,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China; Nanjing University; National Natural Science Foundation of China","keywords":"Turbulence; Boundary layer; Convection; Planetary boundary layer; Convective Boundary Layer; Large eddy simulation; Mechanics; Meteorology; Turbulence kinetic energy; Turbulence modeling; Physics; Closure (psychology); Statistical physics","score_opus":0.023734560127661494,"score_gpt":0.24814055415478334,"score_spread":0.22440599402712186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149834656","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":[0.2872695,0.0002891759,0.69765717,0.00034825678,0.00013292897,0.00016239338,0.0006990494,0.0008071962,0.012634395],"genre_scores_gemma":[0.954349,0.00012385292,0.040810358,0.000050864823,0.000029938868,0.0001743323,0.00031351155,0.00007760458,0.0040706047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999926,0.000016710515,0.0000044001686,0.000017285036,0.000024847739,0.000010809491],"domain_scores_gemma":[0.99990976,0.000024050203,0.000018346402,0.000009990874,0.000020947253,0.000016900689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020228676,0.00033321907,0.00040935533,0.00019112015,0.0002860348,0.00049150444,0.001073743,0.000622801,0.0011494226],"category_scores_gemma":[0.0004981912,0.00018037627,0.0004907049,0.00022665122,0.0003360746,0.0005026227,0.0004863555,0.0005979771,0.00022084334],"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":[0.000023378689,0.000028067701,0.000777534,0.000010923712,0.000009885047,0.000032382777,0.000015702837,0.9873352,0.0031128481,0.005113803,0.0002787698,0.0032615291],"study_design_scores_gemma":[0.0000034176023,0.0000035767491,0.000090134665,6.256278e-7,8.556262e-7,0.0000017513398,0.0000010238502,0.99932265,0.000085021136,0.00031709526,0.00017235913,0.0000014509],"about_ca_topic_score_codex":0.010567113,"about_ca_topic_score_gemma":0.00546095,"teacher_disagreement_score":0.010567113,"about_ca_system_score_codex":0.00051499513,"about_ca_system_score_gemma":0.00065988215,"threshold_uncertainty_score":0.021011174},"labels":[],"label_agreement":null},{"id":"W3153019485","doi":"10.1109/ieeeconf38699.2020.9389215","title":"Semisubmersible Offshore Structure in an Extreme Wave Domain with Itinerant Ice Pieces","year":2020,"lang":"en","type":"article","venue":"Global Oceans 2020: Singapore – U.S. Gulf Coast","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador","funders":"","keywords":"Submarine pipeline; Code (set theory); Marine engineering; Domain (mathematical analysis); Time domain; Geology; Meteorology; Computer science; Engineering; Physics; Oceanography; Mathematics","score_opus":0.01608998228631029,"score_gpt":0.21042671829568665,"score_spread":0.19433673600937637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153019485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911067,0.000031174386,0.0040407404,0.00007730613,0.000010136384,0.000017900731,0.00016035717,0.000042559284,0.004513024],"genre_scores_gemma":[0.9968748,0.000029669402,0.0018233653,0.000020579302,0.0000061297546,0.000012466454,0.00018556911,0.000010082441,0.001037256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993396,0.00001314212,0.0000032406967,0.0000108014365,0.000015608884,0.000023306819],"domain_scores_gemma":[0.9997446,0.00010363654,0.000052955995,0.000020393976,0.0000378068,0.000040675517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013883192,0.00025611042,0.00023941461,0.00033775554,0.00030210032,0.00051772257,0.00038934045,0.0006093459,0.0013025773],"category_scores_gemma":[0.00049437745,0.00016551052,0.00030513448,0.00023391246,0.00052782794,0.00024818868,0.0004539834,0.00037862637,0.00012558636],"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":[0.00019296345,0.0001909645,0.017063722,0.00003620065,0.00002370228,0.0007584733,0.000085085856,0.9703406,0.005173338,0.0023082471,0.00053679716,0.0032898919],"study_design_scores_gemma":[0.000031878913,0.000079106314,0.006129058,0.0000075347507,0.0000058800138,0.00007376881,0.00013799689,0.99196774,0.00073529966,0.00048654666,0.00033625006,0.000008984986],"about_ca_topic_score_codex":0.011750646,"about_ca_topic_score_gemma":0.0073012086,"teacher_disagreement_score":0.011750646,"about_ca_system_score_codex":0.00027771012,"about_ca_system_score_gemma":0.00047656972,"threshold_uncertainty_score":0.023364484},"labels":[],"label_agreement":null},{"id":"W3153229137","doi":"10.1007/s10652-021-09790-w","title":"Cooling tower plume abatement and plume modeling: a review","year":2021,"lang":"en","type":"review","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":32,"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; China Scholarship Council","keywords":"Plume; Cooling tower; Meteorology; Environmental science; Turbulence; Atmospheric sciences; Geology; Aerospace engineering; Engineering; Water cooling; Physics","score_opus":0.030613210326815275,"score_gpt":0.26794098015932216,"score_spread":0.2373277698325069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153229137","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":[0.00027056175,0.99780387,0.0009263273,0.00012909633,0.000115684015,0.000008810941,0.000035589866,0.000017073924,0.00069294067],"genre_scores_gemma":[0.0015693873,0.9971577,0.0007587099,0.00005036466,0.00009820716,0.00001101402,0.00004988458,0.000005457694,0.00029919276],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999742,0.000049211758,0.000040714956,0.000052698717,0.00009648206,0.000018784915],"domain_scores_gemma":[0.9993273,0.00037812564,0.00008759025,0.000020077667,0.0001636339,0.000023287748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078741007,0.0012814184,0.0016657249,0.0026759924,0.00023827892,0.0011253378,0.0011338292,0.0011745313,0.0028713166],"category_scores_gemma":[0.0011826656,0.0005134235,0.0012399884,0.00310526,0.00030941702,0.0012780111,0.0006247563,0.0009017002,0.0013204658],"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":[0.00006230397,0.00015542333,0.0004438271,0.055354223,0.00025763863,0.00015846775,0.0000976775,0.0073512034,0.0018362469,0.005517716,0.01579102,0.9129743],"study_design_scores_gemma":[0.000024227977,0.00030124857,0.0019120595,0.020586746,0.00071629276,0.0009495099,0.00015377117,0.0043814606,0.0024119797,0.005076615,0.96339405,0.000092046634],"about_ca_topic_score_codex":0.0022188313,"about_ca_topic_score_gemma":0.0018822362,"teacher_disagreement_score":0.0028713166,"about_ca_system_score_codex":0.00037974332,"about_ca_system_score_gemma":0.001400463,"threshold_uncertainty_score":0.009605467},"labels":[],"label_agreement":null},{"id":"W3155351206","doi":"10.12989/was.2018.27.2.071","title":"Aero-elastic response of transmission line system subjected to downburst wind: Validation of numerical model using experimental data","year":2018,"lang":"en","type":"article","venue":"Wind and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transmission line; Structural engineering; Electric power transmission; Finite element method; Aeroelasticity; Experimental data; Test data; Computer science; Engineering; Mechanics; Mathematics; Physics; Aerodynamics; Statistics; Telecommunications; Electrical engineering","score_opus":0.02926032002640199,"score_gpt":0.28055725250124336,"score_spread":0.25129693247484136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155351206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545383,0.000044265973,0.0035444305,0.00001385662,0.000005171627,0.000027175569,0.00016615317,0.00005029725,0.00069467165],"genre_scores_gemma":[0.99868304,0.000037931146,0.0009167593,0.000003255219,7.0880924e-7,0.00001761009,0.000100360936,0.0000036656036,0.0002367064],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972135,0.00004030842,0.000028088976,0.000043623466,0.00013068775,0.000035898778],"domain_scores_gemma":[0.9993892,0.00019852567,0.000080801874,0.000116199786,0.00018159387,0.000033764696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005641873,0.00044851715,0.0003076797,0.0003483184,0.00033373313,0.00029462297,0.0005198298,0.00053212,0.0010829092],"category_scores_gemma":[0.0009501047,0.00015133257,0.00022604545,0.00022291654,0.00046242456,0.00027479007,0.00026586503,0.00030140154,0.0002242705],"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":[0.0007522808,0.0006003826,0.034808792,0.00033812498,0.000029231038,0.00065768865,0.00064352277,0.40502012,0.5417975,0.00031600698,0.00036298583,0.014673284],"study_design_scores_gemma":[0.00007023304,0.0019510129,0.069244474,0.000042591833,0.000023402095,0.00016704855,0.00062586425,0.7437456,0.18304364,0.00012394274,0.0009221643,0.00004000415],"about_ca_topic_score_codex":0.009202868,"about_ca_topic_score_gemma":0.010553192,"teacher_disagreement_score":0.009202868,"about_ca_system_score_codex":0.00038153553,"about_ca_system_score_gemma":0.00027586712,"threshold_uncertainty_score":0.018298626},"labels":[],"label_agreement":null},{"id":"W3158222255","doi":"10.1007/s12517-021-06864-3","title":"Modeling directional distributions of wind data in the United Arab Emirates at different elevations","year":2021,"lang":"en","type":"article","venue":"Arabian Journal of Geosciences","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Wind speed; Wind power; von Mises yield criterion; Wind direction; Meteorology; Environmental science; Geology; Log wind profile; Elevation (ballistics); Atmospheric sciences; Wind gradient; Mathematics; Finite element method; Structural engineering; Geometry; Engineering; Physics","score_opus":0.043795611269493,"score_gpt":0.2683142587414649,"score_spread":0.22451864747197192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158222255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708813,0.00003764903,0.0019092872,0.00005123497,0.000006469845,0.0000065668437,0.00027618234,0.000041350202,0.0005831753],"genre_scores_gemma":[0.9974044,0.000049379654,0.0017006526,0.000007850333,0.0000039344663,0.000007401522,0.0005762467,0.000005402947,0.00024465472],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985635,0.00004492398,0.000009922999,0.000031206077,0.00003170972,0.000025915218],"domain_scores_gemma":[0.9995425,0.00015957186,0.00007223414,0.00004227786,0.00015181708,0.00003172668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051106326,0.00038013412,0.00017904998,0.00076232513,0.00026963334,0.0004948532,0.00024587323,0.00040749618,0.00035449263],"category_scores_gemma":[0.0012771045,0.00022189847,0.00034618462,0.0007112652,0.00014457991,0.00033949496,0.00022704662,0.00029690866,0.00016827494],"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":[0.00022792556,0.00017556678,0.39936075,0.00004926299,0.00017058355,0.00033115948,0.00027232798,0.5559655,0.004188722,0.0012329303,0.0008855174,0.0371398],"study_design_scores_gemma":[0.0000150754795,0.000048893442,0.1753176,0.000013639916,0.000022605456,0.000063729916,0.0002819519,0.8217103,0.0013349054,0.00034158278,0.0008251382,0.000024541407],"about_ca_topic_score_codex":0.024729628,"about_ca_topic_score_gemma":0.03276473,"teacher_disagreement_score":0.024729628,"about_ca_system_score_codex":0.00037175027,"about_ca_system_score_gemma":0.00035091216,"threshold_uncertainty_score":0.04917139},"labels":[],"label_agreement":null},{"id":"W3158693518","doi":"10.1016/j.buildenv.2021.107923","title":"Future projected changes in moisture index over Canada","year":2021,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; National Research Council Canada","funders":"","keywords":"Normalization (sociology); Moisture; Environmental science; Global warming; Index (typography); Climate change; Climatology; Physical geography; Meteorology; Geography; Computer science; Geology; Oceanography","score_opus":0.004895208381236187,"score_gpt":0.18336340332034917,"score_spread":0.17846819493911298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158693518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92215043,0.001658864,0.0018059673,0.005147286,0.00027622894,0.000044679917,0.04444832,0.00038060112,0.024087643],"genre_scores_gemma":[0.98019856,0.0008960802,0.00077100773,0.00036882272,0.000024531615,0.00001560772,0.009279667,0.000020052177,0.00842569],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968386,0.00001351724,0.000010169765,0.000031449603,0.00012176601,0.00013921574],"domain_scores_gemma":[0.9990305,0.000028291499,0.00004916065,0.000008403172,0.0007161061,0.0001675857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032823297,0.00046047266,0.00026924108,0.0008079015,0.001451227,0.0013832394,0.00057742925,0.00066233374,0.004853957],"category_scores_gemma":[0.00085949665,0.00017309001,0.0005277276,0.0018951757,0.00033856445,0.00060934125,0.0004465337,0.0008159139,0.0004675577],"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":[0.0010986006,0.00024553752,0.83175075,0.00032118795,0.00034077096,0.00078134506,0.0008620227,0.05462475,0.0067729466,0.005174329,0.051348593,0.046679247],"study_design_scores_gemma":[0.00006857034,0.00006981569,0.9376166,0.000058732472,0.000108011656,0.00010960393,0.0016974163,0.024869023,0.001725563,0.0005057229,0.033110626,0.00006039763],"about_ca_topic_score_codex":0.9929304,"about_ca_topic_score_gemma":0.9946025,"teacher_disagreement_score":0.032687243,"about_ca_system_score_codex":0.032687243,"about_ca_system_score_gemma":0.022880409,"threshold_uncertainty_score":0.23716366},"labels":[],"label_agreement":null},{"id":"W3159790404","doi":"10.3390/en14092497","title":"Validation Process for Rooftop Wind Regime CFD Model in Complex Urban Environment Using an Experimental Measurement Campaign","year":2021,"lang":"en","type":"article","venue":"Energies","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computational fluid dynamics; Wind speed; Standard deviation; Meteorology; Environmental science; Computer simulation; Marine engineering; Numerical weather prediction; Computer science; Simulation; Engineering; Aerospace engineering; Mathematics; Physics","score_opus":0.0953946704468264,"score_gpt":0.2858200166539904,"score_spread":0.19042534620716403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159790404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8275003,0.000115023395,0.16621093,0.00007374152,0.00006042376,0.00031025146,0.0009654649,0.001066281,0.003697497],"genre_scores_gemma":[0.96102166,0.00009660174,0.036905568,0.000021542184,0.0000047789435,0.0002378601,0.00091386493,0.000046364123,0.0007517613],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911124,0.0001575947,0.000054283748,0.00014109032,0.0004165522,0.00011924177],"domain_scores_gemma":[0.99909484,0.00022147415,0.00007477808,0.00021979591,0.0003472773,0.000041761657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014509376,0.0007228774,0.00051214756,0.00053322606,0.00083564507,0.0007908477,0.00084054685,0.000877758,0.0010305273],"category_scores_gemma":[0.0017290786,0.00024488056,0.0006464032,0.0004949985,0.0004717894,0.00056175975,0.00065202743,0.00055501447,0.0004276618],"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":[0.0003655615,0.00088867836,0.05114279,0.00032431737,0.000068000714,0.0007404301,0.0006170922,0.7027281,0.16601183,0.0016834207,0.0015793182,0.073850505],"study_design_scores_gemma":[0.000049155427,0.00047746854,0.021593364,0.000054335844,0.000029238312,0.000096217795,0.00041448403,0.89221215,0.082025476,0.0004206506,0.0025689222,0.00005849104],"about_ca_topic_score_codex":0.008547636,"about_ca_topic_score_gemma":0.009815423,"teacher_disagreement_score":0.008547636,"about_ca_system_score_codex":0.0005162179,"about_ca_system_score_gemma":0.0009591586,"threshold_uncertainty_score":0.016995788},"labels":[],"label_agreement":null},{"id":"W3161254952","doi":"10.1103/physrevfluids.6.054503","title":"Boussinesq and non-Boussinesq turbulent plumes in a corner with applications to natural ventilation","year":2021,"lang":"en","type":"article","venue":"Physical Review Fluids","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boussinesq approximation (buoyancy); Plume; Mechanics; Turbulence; Meteorology; Mass flux; Physics; Geology; Natural convection; Heat transfer","score_opus":0.007186553699777801,"score_gpt":0.2594751150899148,"score_spread":0.252288561390137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161254952","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":[0.19977614,0.0030828142,0.7655148,0.0014714282,0.00036331647,0.00017110785,0.00009357401,0.00027631977,0.029250521],"genre_scores_gemma":[0.9620303,0.0015829605,0.027232252,0.00019579388,0.00015550882,0.00015477245,0.00004741349,0.000054061165,0.008546951],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979824,0.000048863818,0.0000071889203,0.000030235096,0.000060551763,0.0000549982],"domain_scores_gemma":[0.99969673,0.000102949925,0.000063250554,0.00001956832,0.00007077703,0.000046697987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046488922,0.0008790977,0.000569739,0.000808733,0.0007606217,0.0012034298,0.0015056345,0.0014681078,0.0015151558],"category_scores_gemma":[0.0011033944,0.00039163444,0.0013240164,0.00029626116,0.0017647059,0.0014757835,0.0012201634,0.0008446335,0.00030171173],"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":[0.00010948033,0.00009680504,0.0033790325,0.00018009197,0.000028580305,0.0010676157,0.00043829696,0.4776977,0.019787917,0.48501852,0.0014959486,0.010700003],"study_design_scores_gemma":[0.00002765428,0.000082840415,0.0007179657,0.00003246671,0.000009675623,0.00023115965,0.000095457915,0.94303715,0.0016317847,0.05301214,0.0010862262,0.0000353872],"about_ca_topic_score_codex":0.0031358583,"about_ca_topic_score_gemma":0.0013727837,"teacher_disagreement_score":0.0031358583,"about_ca_system_score_codex":0.00076483877,"about_ca_system_score_gemma":0.0005979953,"threshold_uncertainty_score":0.006235242},"labels":[],"label_agreement":null},{"id":"W3161773857","doi":"10.1007/s12273-021-0786-7","title":"Pressure and flowrate distribution in central exhaust shaft with multiple randomly operating range hoods","year":2021,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Range (aeronautics); Roof; Automotive engineering; Environmental science; Computational fluid dynamics; Engineering; Exhaust gas; Marine engineering; Waste management; Structural engineering; Aerospace engineering","score_opus":0.00869806784080146,"score_gpt":0.23414347432301086,"score_spread":0.2254454064822094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161773857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961732,0.000019728825,0.0020996951,0.000021338048,0.00000697747,0.000008182858,0.00015104466,0.00007098981,0.0014487461],"genre_scores_gemma":[0.999041,0.000009554152,0.00041226967,0.0000025817708,0.0000016431343,0.00000607938,0.000077692894,0.000007748323,0.0004413161],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999796,0.00004684943,0.00000984278,0.00003903133,0.00003867451,0.00006971118],"domain_scores_gemma":[0.9988825,0.0007408653,0.000091521084,0.00005918029,0.00014508032,0.00008092081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037216852,0.00045041068,0.00066586694,0.0005535109,0.00057801354,0.00057320565,0.0007426448,0.0009890406,0.0026999665],"category_scores_gemma":[0.0009993541,0.00042088484,0.0006701573,0.000510756,0.0007016767,0.00052261696,0.00036266042,0.0005594824,0.00017333742],"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":[0.00031810312,0.00017917618,0.0083214715,0.00003704544,0.000019001463,0.00019899989,0.00006470502,0.9844402,0.0029430944,0.00034108094,0.00022174777,0.0029153991],"study_design_scores_gemma":[0.000020793395,0.00009643016,0.0049876063,0.000003368681,0.000009478004,0.000018419241,0.00007686,0.9928438,0.0018234208,0.00005061609,0.000060431932,0.000008694976],"about_ca_topic_score_codex":0.019971479,"about_ca_topic_score_gemma":0.00948509,"teacher_disagreement_score":0.019971479,"about_ca_system_score_codex":0.0004901294,"about_ca_system_score_gemma":0.0005104776,"threshold_uncertainty_score":0.039710462},"labels":[],"label_agreement":null},{"id":"W3165361649","doi":"10.1016/j.jweia.2021.104668","title":"The effects of edge radius on wind tunnel tests of low-rise buildings","year":2021,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University","keywords":"Wind tunnel; RADIUS; Curvature; Aerodynamics; Enhanced Data Rates for GSM Evolution; Roof; Radius of curvature; Low-rise; Leading edge; Mechanics; Building model; Conical surface; Geometry; Structural engineering; Engineering; Physics; Mathematics; Simulation; Computer science; Mean curvature","score_opus":0.0062057978416566965,"score_gpt":0.18764607147251977,"score_spread":0.18144027363086307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165361649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989334,0.00004667363,0.00060531526,0.0000051989828,0.000007754097,0.000012004054,0.000057064513,0.00002886783,0.00030379993],"genre_scores_gemma":[0.99920976,0.000024624498,0.00036558037,0.000006673786,0.0000017917548,0.0000048536954,0.000076963115,0.000017830842,0.00029200554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993475,0.00022477318,0.00005710233,0.0000558422,0.00017440732,0.00014037658],"domain_scores_gemma":[0.9946062,0.0030348848,0.00033597322,0.00041116553,0.0012485395,0.00036323347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008785127,0.00055507506,0.000544393,0.00038675577,0.00058332714,0.00047739767,0.00050706085,0.00068341347,0.002276918],"category_scores_gemma":[0.002846708,0.00032668328,0.00046143009,0.00027967265,0.0005256635,0.00054844475,0.00037383303,0.00041800353,0.00029434275],"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":[0.0089256065,0.00084575603,0.015792932,0.00025878468,0.00005648839,0.00084593426,0.0007568251,0.023463378,0.93636453,0.00018076111,0.0002416103,0.0122673325],"study_design_scores_gemma":[0.00017104427,0.014543382,0.08496443,0.00006261324,0.0001163623,0.0005022804,0.0009885199,0.035799257,0.86194354,0.00013691936,0.0006709676,0.000100754376],"about_ca_topic_score_codex":0.0015337528,"about_ca_topic_score_gemma":0.0032560038,"teacher_disagreement_score":0.002276918,"about_ca_system_score_codex":0.0001841382,"about_ca_system_score_gemma":0.00020490997,"threshold_uncertainty_score":0.0076170564},"labels":[],"label_agreement":null},{"id":"W3165692685","doi":"10.3390/applmech2020019","title":"New Numerical and Measurements Flow Analyses Near Radars","year":2021,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Wind and Air Flow Studies","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":"École de Technologie Supérieure","funders":"","keywords":"Turbulence; Drag; Wake; Aerodynamics; Flow (mathematics); Wind tunnel; Radar; Flow visualization; Mechanics; Turbulence kinetic energy; Computational fluid dynamics; Aerospace engineering; Physics; Meteorology; Engineering","score_opus":0.03949301129191333,"score_gpt":0.2596815523658679,"score_spread":0.22018854107395455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165692685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56824255,0.000466067,0.4217689,0.000126919,0.00009626095,0.00030945698,0.00035012056,0.0008456793,0.007794055],"genre_scores_gemma":[0.83011967,0.00029247752,0.16688405,0.00002712276,0.000042907708,0.00015967649,0.00023760911,0.000032916618,0.002203484],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954754,0.00007579567,0.00003332379,0.00008327273,0.00022146718,0.0000385498],"domain_scores_gemma":[0.9994795,0.00018148666,0.000072769784,0.000073653,0.00016112735,0.000031579486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072355487,0.00037990318,0.00039053944,0.0013130765,0.0005516425,0.0005552465,0.00041270076,0.00040605487,0.0017108488],"category_scores_gemma":[0.0012508432,0.00020158764,0.00032503894,0.00050501904,0.00064816873,0.0008588319,0.0004885796,0.00051006995,0.00018226352],"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":[0.0003455328,0.00047052908,0.016528325,0.00034240357,0.00002521648,0.00022302555,0.00047958439,0.08324086,0.7397075,0.012109066,0.00067229645,0.14585571],"study_design_scores_gemma":[0.00006525782,0.00086240895,0.019429615,0.000042236366,0.000027165814,0.00029330546,0.00024411222,0.72610533,0.24604742,0.00218637,0.0046136496,0.00008297412],"about_ca_topic_score_codex":0.0009727807,"about_ca_topic_score_gemma":0.0007410411,"teacher_disagreement_score":0.0017108488,"about_ca_system_score_codex":0.00032467104,"about_ca_system_score_gemma":0.00031121104,"threshold_uncertainty_score":0.005723417},"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":"W3167737107","doi":"10.1016/j.jobe.2021.102792","title":"Computational efficiency of CFD modeling for building engineering: An empty domain study","year":2021,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Louisiana Board of Regents","keywords":"Reynolds-averaged Navier–Stokes equations; Computational fluid dynamics; Detached eddy simulation; Turbulence modeling; Turbulence; Large eddy simulation; Computation; Inflow; Computer science; Mechanics; Algorithm; Physics","score_opus":0.01214448274950874,"score_gpt":0.24583427840525623,"score_spread":0.2336897956557475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167737107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92730737,0.0005843569,0.060465444,0.00030611543,0.000044659453,0.00003170562,0.0002229902,0.00020972779,0.010827589],"genre_scores_gemma":[0.9904627,0.0001714401,0.00785282,0.000022367542,0.000011205588,0.000015727928,0.00012490923,0.00008653101,0.00125233],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996438,0.00016588756,0.000018370722,0.00003399968,0.00009022299,0.000047728066],"domain_scores_gemma":[0.9950035,0.0041131764,0.00013332773,0.00030688418,0.0003653781,0.00007778191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072493457,0.00042641207,0.0008770173,0.00074401934,0.00054467976,0.0009081629,0.0008189279,0.0007048183,0.0018352834],"category_scores_gemma":[0.005263291,0.00032836068,0.0005906549,0.00090175215,0.0008102634,0.0014622067,0.0005232852,0.0006330244,0.00021974272],"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":[0.00030625198,0.00019439605,0.0031745727,0.00006311826,0.000023119526,0.00010170371,0.00007291437,0.97409576,0.0045685866,0.0046453155,0.0005059977,0.012248212],"study_design_scores_gemma":[0.000008483149,0.00003035407,0.00071361504,0.0000043141317,0.0000060792377,0.0000124640355,0.000024004512,0.9969324,0.0016416402,0.00047315,0.00014723251,0.0000061044575],"about_ca_topic_score_codex":0.008576504,"about_ca_topic_score_gemma":0.0036984028,"teacher_disagreement_score":0.008576504,"about_ca_system_score_codex":0.0005118557,"about_ca_system_score_gemma":0.0007232336,"threshold_uncertainty_score":0.017053187},"labels":[],"label_agreement":null},{"id":"W3168324505","doi":"10.1016/j.jweia.2021.104677","title":"Atmospheric transport over open-pit mines: The effects of thermal stability and mine depth","year":2021,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Emissions Reduction Alberta; Ontario Centres of Excellence","keywords":"Plume; Open-pit mining; Environmental science; Boundary layer; Dispersion (optics); Flow (mathematics); Pollutant; Geology; Mining engineering; Meteorology; Mechanics; Chemistry","score_opus":0.010051487192424697,"score_gpt":0.194746794407812,"score_spread":0.18469530721538732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168324505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99940634,0.000049996026,0.00014250708,0.000021808322,0.0000027945734,0.0000027825054,0.00004799861,0.000003657217,0.00032215109],"genre_scores_gemma":[0.99978906,0.000029113084,0.000046656176,0.0000020311777,0.0000023333853,8.783168e-7,0.000026924636,0.0000018607734,0.0001011931],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999877,0.000025458334,0.0000109096345,0.000027838489,0.00002353128,0.000035265126],"domain_scores_gemma":[0.99920493,0.00042158877,0.00010638771,0.000040188363,0.00014671609,0.000080145604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031210927,0.00025635914,0.00044556634,0.0004560363,0.00052707084,0.00081157155,0.0004045478,0.0007414218,0.0011321672],"category_scores_gemma":[0.0012686597,0.00031442358,0.00041737442,0.00048340508,0.0004699758,0.0010399311,0.00042084514,0.0003388076,0.00012348827],"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":[0.00339498,0.00068772567,0.70403445,0.00023161578,0.00025513695,0.001773816,0.00058093003,0.10916018,0.15886997,0.0012326451,0.0004060253,0.0193724],"study_design_scores_gemma":[0.00014824631,0.0005657474,0.8373076,0.000028721955,0.00011906544,0.00027206773,0.0010796367,0.15018111,0.0094057275,0.0005119991,0.00033268536,0.000047411886],"about_ca_topic_score_codex":0.021478668,"about_ca_topic_score_gemma":0.019492248,"teacher_disagreement_score":0.021478668,"about_ca_system_score_codex":0.00047966035,"about_ca_system_score_gemma":0.0004906567,"threshold_uncertainty_score":0.042707264},"labels":[],"label_agreement":null},{"id":"W3168672021","doi":"","title":"Investigating the Dependence of the Effectiveness of Carbon Dioxide Removal on the Amount and Rate of Removal","year":2020,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Wind and Air Flow Studies","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":"Simon Fraser University","funders":"","keywords":"Carbon dioxide; Environmental science; Carbon dioxide removal; Chemistry; Natural resource economics; Economics","score_opus":0.012450029438630248,"score_gpt":0.18717960768249534,"score_spread":0.1747295782438651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168672021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904474,0.00016031563,0.0027333384,0.00039685576,0.000034397137,0.000029370856,0.00063218706,0.00003732172,0.0055288877],"genre_scores_gemma":[0.9983802,0.00010311206,0.0007007629,0.00004395317,0.0000057692787,0.0000142958215,0.0001993108,0.0000065681957,0.00054602826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997849,0.000066509754,0.00000899005,0.00004164552,0.000034303386,0.00006365912],"domain_scores_gemma":[0.99856865,0.0010525954,0.00016343544,0.00008512544,0.00008152379,0.00004859566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093585113,0.00049241533,0.00031446313,0.00023798196,0.00028715425,0.0008235423,0.00062025466,0.0008871821,0.0014977483],"category_scores_gemma":[0.0024069932,0.00016181883,0.00078527187,0.00029542824,0.00038749923,0.0008527263,0.00040912864,0.0008043748,0.0001255083],"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":[0.00051994214,0.00022933386,0.073547624,0.000167519,0.00036013572,0.00024085242,0.00007959979,0.89167964,0.020297194,0.0060079894,0.00080165593,0.00606854],"study_design_scores_gemma":[0.00018995602,0.0015135475,0.15615779,0.000045825833,0.00037284056,0.00010437916,0.0005544908,0.79620653,0.032670498,0.007649951,0.004375614,0.00015859088],"about_ca_topic_score_codex":0.01963521,"about_ca_topic_score_gemma":0.019119354,"teacher_disagreement_score":0.01963521,"about_ca_system_score_codex":0.0009531343,"about_ca_system_score_gemma":0.00048523193,"threshold_uncertainty_score":0.039041817},"labels":[],"label_agreement":null},{"id":"W3170263962","doi":"10.1134/s0015462821020026","title":"A Very Large Eddy Simulation Model Using a Reductionist Inlet Turbulence Generator and Wall Modeling for Stable Atmospheric Boundary Layers","year":2021,"lang":"en","type":"article","venue":"Fluid Dynamics","topic":"Wind and Air Flow Studies","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 Guelph","funders":"","keywords":"Turbulence; Inflow; Filter (signal processing); Mechanics; Large eddy simulation; Eddy; Cascade; Meteorology; Physics; Computational physics; Statistical physics; Computer science","score_opus":0.01643532389726957,"score_gpt":0.2418735165371987,"score_spread":0.22543819263992915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170263962","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":[0.44897935,0.0003270202,0.53315955,0.00035109787,0.00017499774,0.00020444894,0.00035837654,0.0011990243,0.015246106],"genre_scores_gemma":[0.9581032,0.00009897399,0.037169605,0.000040188486,0.000025517207,0.0001843459,0.00023237772,0.00007482421,0.0040710038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988806,0.00004241583,0.000006099366,0.000018296487,0.000027582932,0.0000175521],"domain_scores_gemma":[0.9997905,0.000094064664,0.000030138048,0.000019226165,0.00003948088,0.000026609849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034153607,0.0005468904,0.00066218164,0.00029715477,0.00048297906,0.0009235814,0.00085481704,0.0010349083,0.0011917135],"category_scores_gemma":[0.00045338427,0.0002919053,0.0007090339,0.00030009774,0.00050944416,0.00038596903,0.00056443986,0.00076519494,0.0002441639],"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":[0.000038500268,0.000041727806,0.00068177946,0.000012836929,0.000012428257,0.00006660871,0.00001416928,0.9931885,0.0024577933,0.0016222765,0.00016150276,0.001701867],"study_design_scores_gemma":[0.0000031116301,0.0000057490497,0.000051649356,6.102641e-7,8.117304e-7,0.0000012094216,0.0000010102533,0.9996557,0.0001521555,0.00006236634,0.000063989115,0.0000015010527],"about_ca_topic_score_codex":0.010105139,"about_ca_topic_score_gemma":0.0048967195,"teacher_disagreement_score":0.010105139,"about_ca_system_score_codex":0.0005829283,"about_ca_system_score_gemma":0.0008777167,"threshold_uncertainty_score":0.020092607},"labels":[],"label_agreement":null},{"id":"W3170719585","doi":"10.1115/1.4051428","title":"Mean and Dynamic Aspects of the Wakes of a Surface-Mounted Cube and Block","year":2021,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Wake; Vorticity; Reynolds number; Vortex shedding; Mechanics; Boundary layer; Downwash; Physics; Vortex; Cube (algebra); Geometry; Turbulence; Optics; Mathematics","score_opus":0.003734150148993426,"score_gpt":0.19151637153990475,"score_spread":0.18778222139091133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170719585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989869,0.000008300404,0.00072836655,0.000003573918,0.000002546874,0.0000036607823,0.00003117329,0.000016509466,0.00021904358],"genre_scores_gemma":[0.99902797,0.0000053240306,0.0007178109,0.0000023110297,0.0000010537304,0.0000028075906,0.000053500422,0.0000026845153,0.0001864949],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999461,0.000004158157,0.0000022071215,0.000009707511,0.00001917402,0.00001851869],"domain_scores_gemma":[0.99981993,0.000045010773,0.000026909604,0.000014076065,0.00004177682,0.00005220952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010807017,0.0001407868,0.00015692205,0.00017810735,0.00017834577,0.00014649218,0.00014541221,0.00013158032,0.0009502722],"category_scores_gemma":[0.00024583805,0.0001350878,0.00015791466,0.00008765759,0.0003112612,0.00011192918,0.00022532846,0.00023604915,0.000108728826],"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":[0.0009142584,0.00019032345,0.025005994,0.000049820443,0.000025133202,0.000566864,0.0002345188,0.037565928,0.9262826,0.00058565044,0.000207809,0.008371066],"study_design_scores_gemma":[0.00014929473,0.003969988,0.3870618,0.000020268011,0.00003880683,0.00045590746,0.0007097515,0.40799433,0.19765285,0.0006546842,0.0012135054,0.000078873985],"about_ca_topic_score_codex":0.0018009456,"about_ca_topic_score_gemma":0.0018685537,"teacher_disagreement_score":0.0018009456,"about_ca_system_score_codex":0.00016204071,"about_ca_system_score_gemma":0.0002849205,"threshold_uncertainty_score":0.0035809278},"labels":[],"label_agreement":null},{"id":"W3176227165","doi":"10.5194/amt-14-7147-2021","title":"Field testing two flux footprint models","year":2021,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","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":false,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Flux (metallurgy); Footprint; Environmental science; Atmospheric sciences; Dispersion (optics); Lagrangian; Atmosphere (unit); Atmospheric dispersion modeling; Field (mathematics); Meteorology; Mathematics; Physics; Air pollution; Geology; Materials science; Chemistry; Optics; Applied mathematics","score_opus":0.049294005714733975,"score_gpt":0.24411414997428696,"score_spread":0.194820144259553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176227165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88803333,0.00015235555,0.10605162,0.00020193131,0.00006243459,0.00016419655,0.0010002996,0.00123001,0.0031037568],"genre_scores_gemma":[0.9669358,0.00005919942,0.03161262,0.000040517534,0.000009122789,0.0001492408,0.00054734363,0.000066556284,0.00057968596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993113,0.0001826069,0.00004946529,0.00024734958,0.00015610484,0.00005321883],"domain_scores_gemma":[0.994865,0.0034715156,0.00023831995,0.0004725168,0.0008314733,0.00012127582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025006616,0.00074857316,0.0005627204,0.0006046388,0.00039753036,0.00064812857,0.0018397438,0.0011539101,0.0016680245],"category_scores_gemma":[0.005838978,0.0003426077,0.00053853507,0.00051589863,0.00032037828,0.0017597333,0.0005067987,0.000504573,0.00023182474],"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":[0.00110428,0.00072202325,0.04429212,0.00020891329,0.00013279007,0.00014914662,0.00028769227,0.8826448,0.011063107,0.002186704,0.0011050354,0.056103427],"study_design_scores_gemma":[0.000073412404,0.00022040206,0.0048358594,0.000012019017,0.0000150322285,0.000033370274,0.00005394518,0.98978454,0.0040475815,0.00041003712,0.00049125846,0.000022606413],"about_ca_topic_score_codex":0.02971577,"about_ca_topic_score_gemma":0.012484472,"teacher_disagreement_score":0.02971577,"about_ca_system_score_codex":0.0014190617,"about_ca_system_score_gemma":0.00071489613,"threshold_uncertainty_score":0.059085608},"labels":[],"label_agreement":null},{"id":"W3176558656","doi":"10.1007/s10652-021-09800-x","title":"The budgets of turbulence kinetic energy and heat in the urban roughness sublayer","year":2021,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Energy budget; Advection; Turbulence kinetic energy; Environmental science; Turbulence; Urban climatology; Canyon; Meteorology; Atmospheric sciences; Wind speed; Urban heat island; Microclimate; Atmospheric instability; Mechanics; Urban climate; Geology; Physics; Geography; Thermodynamics; Urbanization; Geomorphology","score_opus":0.004982081371077528,"score_gpt":0.1785824938036776,"score_spread":0.17360041243260008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176558656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984974,0.0003429945,0.007839629,0.00014213548,0.000016123557,0.000021479025,0.00046585366,0.00007193684,0.006125923],"genre_scores_gemma":[0.9976846,0.00013152616,0.00048152817,0.000013125368,0.0000047766653,0.000010130222,0.00013004045,0.000027089614,0.001517202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998902,0.0000152688,0.00000706711,0.00002499899,0.000017504546,0.000044920576],"domain_scores_gemma":[0.99970514,0.0000883888,0.00004176302,0.000028667468,0.00010107197,0.000034984343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023038808,0.0003966183,0.0003202989,0.00053865724,0.00033996004,0.0011006319,0.00039363583,0.00045344868,0.0016180297],"category_scores_gemma":[0.0009934949,0.00036565468,0.00024753265,0.0004894452,0.0004618237,0.0017752665,0.0004023195,0.00028035635,0.00018715014],"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":[0.0005710457,0.00022295689,0.059519738,0.00019876793,0.00015034084,0.00038739998,0.00030112173,0.728956,0.12934348,0.051965617,0.0016820773,0.026701499],"study_design_scores_gemma":[0.000034234286,0.000050827864,0.092667215,0.000025241241,0.000034965506,0.000058363814,0.00021839445,0.8920459,0.009993235,0.0037329744,0.00106854,0.00006999043],"about_ca_topic_score_codex":0.018396713,"about_ca_topic_score_gemma":0.011125496,"teacher_disagreement_score":0.018396713,"about_ca_system_score_codex":0.0007686917,"about_ca_system_score_gemma":0.000616767,"threshold_uncertainty_score":0.03657925},"labels":[],"label_agreement":null},{"id":"W3178736581","doi":"10.3390/atmos12070873","title":"A Field Measurement Based Wind Characteristics Analysis of a Typhoon in Near-Ground Boundary Layer","year":2021,"lang":"en","type":"article","venue":"Atmosphere","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Anemometer; Typhoon; Wind speed; Meteorology; Turbulence kinetic energy; Wind profile power law; Environmental science; Turbulence; Intensity (physics); Wind gradient; Boundary layer; Planetary boundary layer; Log wind profile; Physics; Mechanics; Optics","score_opus":0.01648984508696489,"score_gpt":0.22428446630376167,"score_spread":0.2077946212167968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178736581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954587,0.000050282248,0.0030441529,0.000020483934,0.000014293083,0.000017994551,0.00034346984,0.000078947494,0.0009718096],"genre_scores_gemma":[0.9973265,0.00004502819,0.001991126,0.000009359042,0.0000053462377,0.000008276877,0.0002936705,0.000003944295,0.00031677439],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999348,0.0000043451296,0.0000033634499,0.000020048645,0.000020021362,0.00001745535],"domain_scores_gemma":[0.99987555,0.00001453711,0.000017815331,0.000011378153,0.00005377046,0.000027055696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012212066,0.00024786944,0.00021796091,0.0006553321,0.00027564337,0.00018962608,0.00017387557,0.0002745824,0.0006973014],"category_scores_gemma":[0.00013299132,0.00010325286,0.00017517942,0.000574258,0.00014008523,0.00026519995,0.00012828215,0.00020463916,0.00013677565],"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":[0.00062848756,0.00059428863,0.35946703,0.00030587945,0.00009208732,0.0021931895,0.00070794625,0.0136258975,0.52454376,0.00042180638,0.0027614478,0.094658144],"study_design_scores_gemma":[0.000035289875,0.00048715426,0.9088617,0.000025874997,0.0000640576,0.0004177339,0.00088202313,0.05984348,0.02796641,0.00013439906,0.0012344954,0.000047445756],"about_ca_topic_score_codex":0.004507492,"about_ca_topic_score_gemma":0.007993562,"teacher_disagreement_score":0.004507492,"about_ca_system_score_codex":0.00011426198,"about_ca_system_score_gemma":0.00018236923,"threshold_uncertainty_score":0.008962512},"labels":[],"label_agreement":null},{"id":"W3180256654","doi":"10.1108/ec-12-2020-0705","title":"A numerical modelling investigation of the development of a human cough jet","year":2021,"lang":"en","type":"article","venue":"Engineering Computations","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mechanics; Turbulence; Particle image velocimetry; Jet (fluid); Large eddy simulation; Physics; Turbulence kinetic energy; Computer simulation; Detached eddy simulation; Reynolds-averaged Navier–Stokes equations","score_opus":0.01965078112326635,"score_gpt":0.2155095125230878,"score_spread":0.19585873139982146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180256654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69530755,0.0014530525,0.28232348,0.00036054378,0.00018256961,0.0002942799,0.00035434394,0.00037270493,0.019351482],"genre_scores_gemma":[0.97040355,0.0003966632,0.025806164,0.00004451185,0.000027642465,0.00010060456,0.000101425714,0.000019325176,0.0031001568],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985504,0.00003318433,0.000011470385,0.000029557512,0.000051548235,0.000019264831],"domain_scores_gemma":[0.9997334,0.00011845706,0.000053137373,0.00003075091,0.000048029975,0.00001625598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024364436,0.00026691396,0.00030487013,0.00023061092,0.0002872446,0.0006175152,0.00033882825,0.0005962256,0.00110816],"category_scores_gemma":[0.0009828873,0.00013980154,0.000409843,0.00017430268,0.00046065816,0.0004426816,0.00038315332,0.00023220257,0.00019516789],"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":[0.00024110975,0.00018252256,0.010285566,0.00038318677,0.0000391829,0.00093785865,0.00031798973,0.87537396,0.07516821,0.0061137294,0.0007160817,0.030240621],"study_design_scores_gemma":[0.000010612033,0.000116319694,0.0022322724,0.000020067817,0.000008674258,0.00013791364,0.00004802771,0.9923408,0.0037897183,0.0003905448,0.0008924931,0.000012445426],"about_ca_topic_score_codex":0.0019185854,"about_ca_topic_score_gemma":0.00096411066,"teacher_disagreement_score":0.0019185854,"about_ca_system_score_codex":0.00026559748,"about_ca_system_score_gemma":0.0005359131,"threshold_uncertainty_score":0.003814876},"labels":[],"label_agreement":null},{"id":"W3182285271","doi":"10.1155/2021/8829509","title":"A Conditional Simulation Method for Predicting Wind Pressure Fields of Large‐Span Spatial Structures","year":2021,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Wind and Air Flow Studies","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":"Geomechanica (Canada)","funders":"Guilin University of Technology; National Natural Science Foundation of China","keywords":"Estimator; Wind tunnel; Wind engineering; Random field; Mathematics; Meteorology; Structural engineering; Engineering; Statistics; Mechanics; Physics","score_opus":0.010832225519638595,"score_gpt":0.2813409930061303,"score_spread":0.2705087674864917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182285271","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":[0.010200715,0.000041091298,0.98894286,0.000030430552,0.000014588434,0.000016060354,0.00004835624,0.000314214,0.00039167752],"genre_scores_gemma":[0.741944,0.000278758,0.25394222,0.00008176683,0.00005670957,0.00024511002,0.000707005,0.00013836031,0.0026060669],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996886,0.00008352542,0.000018490719,0.000072965435,0.00010854216,0.00002790913],"domain_scores_gemma":[0.99916637,0.0004620525,0.00009026422,0.000050384602,0.0001905367,0.000040364725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000605877,0.00060319895,0.0005932811,0.00056550576,0.00043314626,0.0003917052,0.0008266301,0.00055842963,0.0017984401],"category_scores_gemma":[0.001931631,0.0003673207,0.0007834499,0.0004944887,0.00042207172,0.0007374054,0.0006073351,0.0011116894,0.0003014676],"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":[0.00003924989,0.00003742973,0.0017878375,0.00003836013,0.00003000447,0.000038331313,0.000024719871,0.96266645,0.0030579309,0.003891544,0.00041203463,0.027976107],"study_design_scores_gemma":[8.681327e-7,0.0000030124504,0.00007869494,8.718098e-7,0.0000010830827,0.0000031732422,9.692131e-7,0.9995209,0.00017211388,0.0001683372,0.000047929316,0.0000019401027],"about_ca_topic_score_codex":0.012074916,"about_ca_topic_score_gemma":0.009726744,"teacher_disagreement_score":0.012074916,"about_ca_system_score_codex":0.00040886842,"about_ca_system_score_gemma":0.001527429,"threshold_uncertainty_score":0.024009287},"labels":[],"label_agreement":null},{"id":"W3184141661","doi":"10.1002/prs.12289","title":"Gaps in toxic industrial chemical model systems: Improvements and changes over past 10 years","year":2021,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"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":"Defense Threat Reduction Agency; Health and Safety Executive; Transport Canada; U.S. Department of Homeland Security","keywords":"Homeland security; Agency (philosophy); Environmental science; Deposition (geology); Atmospheric dispersion modeling; Operations research; Engineering; Political science; Air pollution; Terrorism; Chemistry; Sociology; Law","score_opus":0.016560945233372835,"score_gpt":0.24850687647361888,"score_spread":0.23194593124024604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184141661","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60924613,0.025872752,0.24708134,0.047425736,0.0043035536,0.00079690263,0.021877488,0.015440522,0.027955541],"genre_scores_gemma":[0.71522033,0.009414465,0.23098795,0.0032626733,0.00070440245,0.0006147749,0.03359776,0.0026476604,0.003549996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99058294,0.0038814906,0.0016069012,0.0014642321,0.0020332942,0.00043108634],"domain_scores_gemma":[0.92170626,0.032034144,0.005011289,0.010671492,0.028644996,0.001931813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045193262,0.001613704,0.0018271531,0.00227219,0.0012035801,0.0047235354,0.0047660964,0.002526179,0.0030862144],"category_scores_gemma":[0.08657447,0.0011769207,0.0017941728,0.0025514779,0.0009134402,0.008508945,0.0030103433,0.004132186,0.001243949],"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":[0.0014660239,0.0018520962,0.14704622,0.00350193,0.0011289108,0.00040403107,0.0018996906,0.42110747,0.007027515,0.020646183,0.043515325,0.3504046],"study_design_scores_gemma":[0.00021476761,0.0010030097,0.03028701,0.0023641284,0.0006264299,0.00025455077,0.0015263844,0.7683453,0.01763709,0.009319338,0.16802837,0.0003936657],"about_ca_topic_score_codex":0.026492136,"about_ca_topic_score_gemma":0.015761686,"teacher_disagreement_score":0.045193262,"about_ca_system_score_codex":0.0030053228,"about_ca_system_score_gemma":0.005102911,"threshold_uncertainty_score":0.23900771},"labels":[],"label_agreement":null},{"id":"W3186663882","doi":"","title":"The Vertical City Weather Generator","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Scholarship; Government (linguistics); Work (physics); Engineering; Library science; Engineering research; Research council; Political science; Geography; Management; Engineering management; Telecommunications; Computer science; Mechanical engineering; Economics","score_opus":0.011004223558876492,"score_gpt":0.20419458675889293,"score_spread":0.19319036320001645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186663882","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":[0.21721111,0.00037185868,0.64401513,0.0005559367,0.0004290869,0.0004505201,0.0109025305,0.021949554,0.10411426],"genre_scores_gemma":[0.9096288,0.00026199812,0.058973767,0.00008093862,0.00004062919,0.00022392799,0.0064200633,0.0005400305,0.023829693],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999019,0.000016552442,0.000004192983,0.000026170554,0.00003568018,0.000015554771],"domain_scores_gemma":[0.9998846,0.00002605187,0.000012704178,0.000024482946,0.000034249795,0.00001785303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015639207,0.00048573306,0.00026652997,0.00023183602,0.00027470232,0.00071335945,0.0009317993,0.00054012483,0.008707593],"category_scores_gemma":[0.0004712424,0.00019699278,0.00029632924,0.00045986887,0.00017898342,0.00066501717,0.00052368507,0.00043228478,0.0018328897],"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":[0.0001610153,0.000043867345,0.0062587233,0.000047321122,0.000021176924,0.00009471453,0.00006698151,0.9161787,0.005103778,0.017089149,0.013675185,0.04125935],"study_design_scores_gemma":[0.000025423857,0.000014504007,0.00055375515,0.000002729074,0.0000038753165,0.000015372992,0.0000065860904,0.98791903,0.00089909823,0.0013776729,0.009175132,0.0000068061295],"about_ca_topic_score_codex":0.012649974,"about_ca_topic_score_gemma":0.00819288,"teacher_disagreement_score":0.012649974,"about_ca_system_score_codex":0.00052063464,"about_ca_system_score_gemma":0.0009157918,"threshold_uncertainty_score":0.029129744},"labels":[],"label_agreement":null},{"id":"W3190039763","doi":"10.3390/fluids6080270","title":"Comparison of Semi-Empirical Single Point Wall Pressure Spectrum Models with Experimental Data","year":2021,"lang":"en","type":"article","venue":"Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Spectral density; Mean squared error; Wind tunnel; Empirical modelling; Representation (politics); Mathematics; Meteorology; Physics; Statistics; Mechanics; Computer science; Simulation","score_opus":0.06985545228940161,"score_gpt":0.3106152481772388,"score_spread":0.2407597958878372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190039763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8525691,0.00044630028,0.14312105,0.00009478007,0.000037617014,0.000100592726,0.0004080904,0.0008698114,0.0023526088],"genre_scores_gemma":[0.9873675,0.00011211205,0.011832002,0.000010107315,0.0000046439823,0.00006367048,0.00033986734,0.00004935582,0.00022086817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990846,0.00027508475,0.00008992398,0.00013691463,0.000369076,0.00004434831],"domain_scores_gemma":[0.99380434,0.003680351,0.00041797862,0.0007337842,0.0012941769,0.00006938625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026183496,0.0007683361,0.00061496673,0.0011669536,0.0003167143,0.00074791216,0.0016775028,0.0008955346,0.0008187063],"category_scores_gemma":[0.0085235005,0.00029784598,0.0006193202,0.00063247647,0.00051503367,0.0014123155,0.00044495115,0.00049286167,0.00026182336],"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":[0.00014275963,0.00019418696,0.0052019167,0.0001473364,0.000049335184,0.00005631665,0.00008446475,0.96868706,0.0056066294,0.00069529616,0.00021758674,0.018917104],"study_design_scores_gemma":[0.000008861763,0.00008221275,0.0017854373,0.000010644971,0.000006882164,0.000024586327,0.000027097625,0.9949728,0.0027094914,0.0002426896,0.00011510446,0.00001409888],"about_ca_topic_score_codex":0.00395536,"about_ca_topic_score_gemma":0.00236345,"teacher_disagreement_score":0.00395536,"about_ca_system_score_codex":0.00064399856,"about_ca_system_score_gemma":0.00050117524,"threshold_uncertainty_score":0.0138472915},"labels":[],"label_agreement":null},{"id":"W3195806021","doi":"10.1007/s11709-021-0745-5","title":"Fragility assessment of wood sheathing panels and roof-to-wall connections subjected to wind loading","year":2021,"lang":"en","type":"article","venue":"Frontiers of Structural and Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Fragility; Roof; Structural engineering; Tornado; Structural failure; Engineering; Fujita scale; Envelope (radar); Forensic engineering; Environmental science; Geology","score_opus":0.00552742674147116,"score_gpt":0.20268354592822405,"score_spread":0.19715611918675288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195806021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970112,0.00004324906,0.0016421222,0.000012548847,0.0000060328716,0.0000067490832,0.00009867242,0.00002712405,0.0011522654],"genre_scores_gemma":[0.99934477,0.000017324617,0.0001837764,0.0000021131946,0.0000010194932,0.000003124556,0.000042080377,0.0000035577227,0.00040223936],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998579,0.000023644072,0.000005490948,0.000020588688,0.00004928858,0.000043061948],"domain_scores_gemma":[0.99960035,0.00017537105,0.00006024196,0.000027944297,0.000084816755,0.00005119895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028162968,0.0004965267,0.0003238527,0.00095501286,0.00045218418,0.00037944154,0.0004191058,0.0008691052,0.0030962934],"category_scores_gemma":[0.0006028222,0.0002792112,0.0004685085,0.0004460451,0.00049144466,0.0004083252,0.00032515856,0.0003769707,0.00031069937],"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":[0.0018438455,0.0002649008,0.038134187,0.00018224482,0.00010814653,0.0024124843,0.0005528283,0.5766997,0.33823204,0.0013271479,0.00072857767,0.039513897],"study_design_scores_gemma":[0.00002489328,0.0010409842,0.14655855,0.000058266225,0.00012507002,0.00035512168,0.0008832823,0.7681409,0.08119974,0.00082084315,0.0007264428,0.00006576838],"about_ca_topic_score_codex":0.0022928559,"about_ca_topic_score_gemma":0.0040600775,"teacher_disagreement_score":0.0030962934,"about_ca_system_score_codex":0.0002718486,"about_ca_system_score_gemma":0.00020893868,"threshold_uncertainty_score":0.010358095},"labels":[],"label_agreement":null},{"id":"W3196692307","doi":"10.1061/(asce)st.1943-541x.0003125","title":"Nonlinear Dynamic Response of Single-Degree-of-Freedom Systems Subjected to Along-Wind Loads. I: Parametric Study","year":2021,"lang":"en","type":"article","venue":"Journal of Structural Engineering","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Western University","funders":"","keywords":"Parametric statistics; Structural engineering; Nonlinear system; Dissipation; Limit state design; Structural system; Stiffness; Ductility (Earth science); Wind power; Computer science; Engineering; Mathematics; Materials science; Physics","score_opus":0.012939599448901684,"score_gpt":0.22632146084478094,"score_spread":0.21338186139587925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196692307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98852646,0.00007915793,0.0071530216,0.00008172708,0.000008528697,0.000023146555,0.00010242117,0.00003810207,0.0039874725],"genre_scores_gemma":[0.9992781,0.000023976816,0.00023377509,0.0000046370665,8.9896633e-7,0.0000072721377,0.00002183697,0.000002020783,0.00042745494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998598,0.000028770399,0.0000102822905,0.000023357292,0.000041550175,0.000036151992],"domain_scores_gemma":[0.9995635,0.00025861606,0.0000696278,0.000046998233,0.000039518847,0.000021687198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031163412,0.00026207487,0.00028748572,0.00029024357,0.00028345632,0.00035626878,0.00028974924,0.0005087228,0.001619753],"category_scores_gemma":[0.00086024095,0.0001363311,0.00038546932,0.00015129332,0.00067770464,0.0003519902,0.00045961313,0.0004786781,0.00016344726],"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":[0.00037996352,0.00010193766,0.0068312865,0.00013120421,0.00006682283,0.0005568046,0.0007733475,0.9358128,0.042585723,0.003995305,0.00038529394,0.008379531],"study_design_scores_gemma":[0.000004632583,0.00013237027,0.0028700726,0.000007304679,0.0000061492146,0.000037037153,0.00011553185,0.9931452,0.0031173956,0.0003501536,0.0002018323,0.00001231064],"about_ca_topic_score_codex":0.0030353665,"about_ca_topic_score_gemma":0.0017898269,"teacher_disagreement_score":0.0030353665,"about_ca_system_score_codex":0.00023455679,"about_ca_system_score_gemma":0.00016862879,"threshold_uncertainty_score":0.0060353875},"labels":[],"label_agreement":null},{"id":"W3196810197","doi":"10.3390/pr9091555","title":"Optimization Study of Guide Vanes for the Intake Fan-Duct Connection Using CFD","year":2021,"lang":"en","type":"article","venue":"Processes","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Departamento de Investigaciones Científicas y Tecnológicas, Universidad de Santiago de Chile; Fondo de Fomento al Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; Universidad de Santiago de Chile","keywords":"Computational fluid dynamics; Curvature; Duct (anatomy); Mechanics; Radius of curvature; Engineering; Mechanical engineering; Simulation; Mathematics; Geometry; Physics; Mean curvature","score_opus":0.034012225007681106,"score_gpt":0.28277021490504667,"score_spread":0.24875798989736556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196810197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7506406,0.000626537,0.235936,0.00011163868,0.0000476664,0.00018333089,0.00028018118,0.00037704114,0.011796906],"genre_scores_gemma":[0.9512625,0.0001457293,0.04694666,0.000007359444,0.0000032256341,0.000072148534,0.00008843372,0.000043083783,0.0014310158],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996942,0.00010002166,0.000012685198,0.000045622728,0.00008940814,0.000058199912],"domain_scores_gemma":[0.99956995,0.00021326044,0.00006053713,0.000028716755,0.000101430414,0.000026161668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066972827,0.00074897596,0.0005921267,0.0007826064,0.0003863007,0.0010668489,0.00049655914,0.000647166,0.0013175023],"category_scores_gemma":[0.0016229245,0.0005465835,0.00052966224,0.00045738483,0.00033420976,0.00040620563,0.00041147467,0.000382209,0.0002625125],"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":[0.0000841323,0.000040977866,0.0025225903,0.0001084015,0.00001590333,0.000112650625,0.000052285435,0.971591,0.011550576,0.0012159101,0.0002251087,0.012480459],"study_design_scores_gemma":[0.00002357925,0.00018549878,0.0017714325,0.000018947308,0.000025968311,0.000056674537,0.00008819905,0.9860453,0.009407796,0.00032694757,0.0020318066,0.000017878338],"about_ca_topic_score_codex":0.0050302153,"about_ca_topic_score_gemma":0.0062057837,"teacher_disagreement_score":0.0050302153,"about_ca_system_score_codex":0.00070776173,"about_ca_system_score_gemma":0.0010198122,"threshold_uncertainty_score":0.010001898},"labels":[],"label_agreement":null},{"id":"W3198046973","doi":"10.4095/328860","title":"Developing a retrofit scheme for Canada's Seismic Risk Model","year":2021,"lang":"en","type":"report","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Natural Resources Canada","funders":"","keywords":"Retrofitting; Seismic risk; Unreinforced masonry building; Masonry; Induced seismicity; Plan (archaeology); Seismic retrofit; Risk analysis (engineering); Function (biology); Engineering; Process (computing); Civil engineering; Computer science; Construction engineering; Business; Reinforced concrete; Geology","score_opus":0.036657819616901455,"score_gpt":0.2626388251369432,"score_spread":0.22598100552004174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198046973","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":[0.16490628,0.0007962559,0.51203156,0.00593205,0.00031253637,0.001364666,0.020911729,0.004397789,0.2893471],"genre_scores_gemma":[0.72474736,0.00072395726,0.22200516,0.00036491215,0.000050253213,0.00073071965,0.0071526985,0.00065581914,0.043569],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994161,0.00011449053,0.000022149286,0.0000582559,0.00025406916,0.0001349207],"domain_scores_gemma":[0.99882334,0.0002113682,0.000055077253,0.000049349936,0.0007642122,0.00009664616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011717052,0.0008223284,0.00051391096,0.001348919,0.0016884273,0.0019013317,0.0029429009,0.0011877907,0.008585712],"category_scores_gemma":[0.0031587984,0.00066883746,0.0009641016,0.0012836062,0.00059714407,0.000758067,0.0010287111,0.0012528421,0.00077451405],"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":[0.000022126189,0.000012803555,0.0015792627,0.000016877433,0.000012241262,0.000058659964,0.000041951145,0.9684714,0.00014878674,0.020434812,0.0041771694,0.005023917],"study_design_scores_gemma":[0.000017683016,0.00000635598,0.000477954,0.000012853693,0.000009928492,0.000015261401,0.000047673442,0.988255,0.000097145086,0.002884212,0.008159275,0.00001662952],"about_ca_topic_score_codex":0.94455266,"about_ca_topic_score_gemma":0.9040917,"teacher_disagreement_score":0.05544734,"about_ca_system_score_codex":0.023719376,"about_ca_system_score_gemma":0.031389374,"threshold_uncertainty_score":0.17209691},"labels":[],"label_agreement":null},{"id":"W3198125763","doi":"10.18280/ijdne.160413","title":"Numerical and Experimental Investigation of Radon Dispersion in Typical Ventilation Schemes of Bathroom","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Radon; Ventilation (architecture); Environmental science; Airflow; Computational fluid dynamics; Environmental engineering; Meteorology; Engineering; Mechanical engineering; Physics; Aerospace engineering; Nuclear physics","score_opus":0.008648347084556566,"score_gpt":0.24447807089513757,"score_spread":0.235829723810581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198125763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97666055,0.00029191998,0.016842742,0.00015291685,0.00004429691,0.000041332714,0.00024487622,0.00014256965,0.005578776],"genre_scores_gemma":[0.9953275,0.000057885427,0.0039463895,0.000008174665,0.000003104179,0.000018140056,0.00006675661,0.000007634754,0.0005644753],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998356,0.000036625006,0.000014317522,0.000030386775,0.00004434653,0.000038666087],"domain_scores_gemma":[0.9992343,0.00046122802,0.00008520558,0.000062716805,0.00011845734,0.000038213177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003365231,0.0002828899,0.0004114096,0.00039447594,0.0004501849,0.00044426517,0.000499853,0.0008232418,0.0016458351],"category_scores_gemma":[0.0013221797,0.00013615093,0.00035274366,0.00031509303,0.00053671637,0.00036489833,0.00036348592,0.00038766454,0.00009231597],"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":[0.00029885798,0.00030046978,0.010738396,0.00021360045,0.000025396726,0.000332506,0.0002535296,0.9219361,0.04998428,0.0037444653,0.00053185003,0.01164061],"study_design_scores_gemma":[0.000028954048,0.00018350307,0.0025191258,0.000016106813,0.000010800121,0.00003503126,0.00008827603,0.98841757,0.007946764,0.00038259625,0.0003559998,0.000015267697],"about_ca_topic_score_codex":0.0035980549,"about_ca_topic_score_gemma":0.002286563,"teacher_disagreement_score":0.0035980549,"about_ca_system_score_codex":0.00036257243,"about_ca_system_score_gemma":0.0003247676,"threshold_uncertainty_score":0.0071542263},"labels":[],"label_agreement":null},{"id":"W3198863446","doi":"10.1061/(asce)st.1943-541x.0003124","title":"Nonlinear Dynamic Response of Single-Degree-of-Freedom Systems Subjected to Along-Wind Loads. II: Implications for Structural Reliability","year":2021,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Western University","funders":"","keywords":"Structural engineering; Reliability (semiconductor); Dissipation; Stiffness; Wind engineering; Structural system; Ductility (Earth science); Nonlinear system; Natural frequency; Structural load; Wind power; Damping ratio; Reduction (mathematics); Computer science; Engineering; Mathematics; Materials science; Vibration; Physics","score_opus":0.012641449734137227,"score_gpt":0.237744346122169,"score_spread":0.22510289638803177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198863446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624492,0.00011993417,0.02923042,0.00024213555,0.000025352787,0.000038316743,0.0001429607,0.00006526145,0.007686467],"genre_scores_gemma":[0.9981522,0.000050510414,0.00048057915,0.000012671431,0.0000026333867,0.000011311768,0.00003586719,0.000005589572,0.0012487232],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992466,0.000016249152,0.000004289993,0.000014276227,0.00002036822,0.000020111176],"domain_scores_gemma":[0.99964714,0.00018669131,0.000068326335,0.000028582515,0.00004601212,0.000023254204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002646569,0.00023060454,0.00024477037,0.00022622226,0.00024046029,0.00029473478,0.00018570446,0.00043203845,0.0025343965],"category_scores_gemma":[0.00090200384,0.00013241002,0.00026859422,0.00012096136,0.00055462023,0.0003691961,0.00033819844,0.00035079994,0.00024225107],"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":[0.00018655139,0.00005323294,0.0058661574,0.00008326402,0.000035404893,0.00039241425,0.00031401342,0.9448981,0.03493834,0.00392377,0.0004480351,0.00886061],"study_design_scores_gemma":[0.0000031435884,0.000049941038,0.0034609481,0.000005012146,0.000003314375,0.00002246151,0.000072902556,0.99441516,0.0012376732,0.0005680858,0.00015409528,0.00000714487],"about_ca_topic_score_codex":0.0035363717,"about_ca_topic_score_gemma":0.0027000883,"teacher_disagreement_score":0.0035363717,"about_ca_system_score_codex":0.00023011013,"about_ca_system_score_gemma":0.0001939254,"threshold_uncertainty_score":0.008478403},"labels":[],"label_agreement":null},{"id":"W3204459194","doi":"10.1115/fedsm2021-65589","title":"Impact of Urban Microclimate on Air Conditioning Energy Consumption Using Different Convective Heat Transfer Coefficient Correlations Available in Building Energy Simulation Tools","year":2021,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Roof; Energy consumption; Context (archaeology); Environmental science; Building energy simulation; Microclimate; HVAC; Heat transfer coefficient; Correlation coefficient; Convective heat transfer; Convection; Cooling load; Urban heat island; Heat transfer; Meteorology; Air conditioning; Civil engineering; Statistics; Engineering; Energy performance; Mathematics; Mechanics; Geology; Geography; Mechanical engineering; Physics","score_opus":0.025355117503487498,"score_gpt":0.2672043063613352,"score_spread":0.24184918885784767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204459194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926206,0.000064435684,0.0052832854,0.0000270647,0.0000092242535,0.000015727388,0.0002554854,0.0001795149,0.0015446842],"genre_scores_gemma":[0.99869686,0.000020685986,0.0010578465,0.0000027194626,0.0000013593806,0.0000071169484,0.00011259789,0.000012031443,0.000088939],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996656,0.00012547453,0.000017488135,0.00006071621,0.00009197509,0.000038698425],"domain_scores_gemma":[0.9984341,0.0011005237,0.00010075043,0.00011871993,0.00019529567,0.000050587263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008009303,0.0005495732,0.00037439747,0.00055932056,0.00024994047,0.0007720043,0.00036753438,0.0004486187,0.0009387894],"category_scores_gemma":[0.0021712978,0.00025389701,0.0005633466,0.00064128806,0.0002470206,0.0005345107,0.00035991828,0.00038629666,0.00018638067],"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":[0.00022853569,0.0001684,0.054094177,0.00008090361,0.000090339745,0.000070637216,0.000051182196,0.92842126,0.0034723245,0.0003392,0.00025392673,0.012729144],"study_design_scores_gemma":[0.000012607566,0.00016133775,0.02740013,0.000011670249,0.000042053525,0.000014359758,0.000064527005,0.9642762,0.007683917,0.00009719362,0.0002165301,0.000019536163],"about_ca_topic_score_codex":0.010363065,"about_ca_topic_score_gemma":0.008253116,"teacher_disagreement_score":0.010363065,"about_ca_system_score_codex":0.0002940253,"about_ca_system_score_gemma":0.00033256368,"threshold_uncertainty_score":0.020605505},"labels":[],"label_agreement":null},{"id":"W3204619218","doi":"10.5194/acp-2021-620","title":"Measurement Report: Strong Valley Wind Events during the International Collaborative Experiment – PyeongChang 2018 Olympic and Paralympic Winter Games Project","year":2021,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Korea Meteorological Administration; National Research Foundation","keywords":"Meteorology; Nowcasting; Morning; Environmental science; Wake; Supercell; Climatology; Evening; Atmospheric sciences; Geography; Storm; Physics; Geology","score_opus":0.02324357094518783,"score_gpt":0.25979637993035,"score_spread":0.23655280898516215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204619218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97845125,0.000023260316,0.0017928967,0.00013558989,0.00009691069,0.0005969085,0.009308139,0.00015116626,0.009443925],"genre_scores_gemma":[0.9823789,0.000038657625,0.002296537,0.00007912756,0.000073612,0.0007412799,0.011882357,0.000031963173,0.0024774692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995621,0.000063422565,0.000025376396,0.00007900627,0.00020963338,0.000060542712],"domain_scores_gemma":[0.9991547,0.00009429271,0.00012693106,0.00007360448,0.00033049687,0.00021996991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006519103,0.0003864143,0.00023646091,0.00042030888,0.00087670697,0.00055580033,0.00034027392,0.00041997025,0.0019400626],"category_scores_gemma":[0.0008152471,0.00013785665,0.00010782579,0.000490089,0.00023682916,0.00025529225,0.0005466929,0.0006806883,0.00044656047],"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":[0.0019744118,0.0059110546,0.8479964,0.000259217,0.000264933,0.0008811592,0.0025379318,0.003983115,0.02527077,0.00077830127,0.051223796,0.058918856],"study_design_scores_gemma":[0.000086973414,0.0010049999,0.9850109,0.000016652202,0.000024417557,0.000062198895,0.0010652227,0.0022315795,0.0025269585,0.00010949591,0.007840244,0.000020262685],"about_ca_topic_score_codex":0.014835419,"about_ca_topic_score_gemma":0.03355468,"teacher_disagreement_score":0.014835419,"about_ca_system_score_codex":0.0003854524,"about_ca_system_score_gemma":0.00065108767,"threshold_uncertainty_score":0.02949816},"labels":[],"label_agreement":null},{"id":"W3205548504","doi":"10.32920/ryerson.14648835.v1","title":"The effect of an enclosure retrofit on a multi-unit residential building: single case study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University; Sciencetech (Canada)","funders":"","keywords":"Enclosure; Cabin pressurization; Leakage (economics); Environmental science; Engineering; Architectural engineering; Airflow; Forensic engineering; Marine engineering; Mechanical engineering; Electrical engineering","score_opus":0.03291209699391098,"score_gpt":0.2893059662508064,"score_spread":0.25639386925689545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205548504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480176,0.00014108137,0.0018255075,0.00008361457,0.000014251415,0.000161986,0.00006162101,0.000030877498,0.0028793693],"genre_scores_gemma":[0.9938116,0.0002472944,0.0037710504,0.000033143428,0.0000100417155,0.00005317612,0.000044150398,0.000016447324,0.0020129038],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.998103,0.00072657445,0.000094436036,0.000207846,0.0006339305,0.00023410935],"domain_scores_gemma":[0.99688786,0.001581105,0.0004359341,0.00032370148,0.00046059763,0.0003108017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013968353,0.0006501826,0.0005505358,0.0010371123,0.0016750857,0.0012378326,0.0013942112,0.002329054,0.0030353349],"category_scores_gemma":[0.0032966828,0.00037194596,0.0007384584,0.000758742,0.0010185281,0.00074645004,0.0010703942,0.0008530697,0.00047575563],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028448084,0.0090682795,0.26052022,0.0021593228,0.0005358675,0.21313183,0.013434767,0.23465475,0.078519516,0.0062146755,0.0043215416,0.17459457],"study_design_scores_gemma":[0.0005436826,0.047589872,0.3748369,0.0008607371,0.0009916051,0.12867826,0.07837386,0.1599708,0.15200219,0.0023107524,0.053198744,0.0006426287],"about_ca_topic_score_codex":0.0055895275,"about_ca_topic_score_gemma":0.013867527,"teacher_disagreement_score":0.0055895275,"about_ca_system_score_codex":0.0012999455,"about_ca_system_score_gemma":0.000783947,"threshold_uncertainty_score":0.011113942},"labels":[],"label_agreement":null},{"id":"W3205921576","doi":"10.3390/buildings11100476","title":"Combined Use of Wind-Driven Rain Load and Potential Evaporation to Evaluate Moisture Damage Risk: Case Study on the Parliament Buildings in Ottawa, Canada","year":2021,"lang":"en","type":"article","venue":"Buildings","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":"National Research Council Canada; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Environmental science; Moisture; Evaporation; Wind speed; Meteorology; Building envelope; Risk assessment; Computational fluid dynamics; Tower; Environmental engineering; Atmospheric sciences; Engineering; Civil engineering; Geography; Geology; Computer science","score_opus":0.014994058564780912,"score_gpt":0.23605740115956797,"score_spread":0.22106334259478705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205921576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99846303,0.000040387276,0.0003904911,0.000021478012,0.0000027755343,0.00003005905,0.00031962513,0.000017923216,0.0007142555],"genre_scores_gemma":[0.9984719,0.000041087744,0.0007236962,0.000004658127,0.000001044247,0.000007876158,0.00022204306,0.000004130329,0.0005234429],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.999694,0.000027525974,0.000013229696,0.000052315085,0.00008978195,0.00012323892],"domain_scores_gemma":[0.99957305,0.0001385931,0.000038132373,0.000031430707,0.00014692292,0.000071833165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031842486,0.0007419865,0.0005190918,0.00086444477,0.0015763659,0.0009651708,0.0010119736,0.0007173783,0.0007136583],"category_scores_gemma":[0.00055445504,0.00029193814,0.00070797757,0.0011581739,0.00089392037,0.00037675622,0.00040637545,0.0004392182,0.00008861198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058598956,0.00065556663,0.28061998,0.00019905259,0.00019237114,0.0034234363,0.0008154045,0.67387944,0.01620902,0.0008195669,0.0010953037,0.021504803],"study_design_scores_gemma":[0.000069473004,0.00033308807,0.3467287,0.000027813503,0.00014916451,0.00021588441,0.0032315315,0.6375203,0.010057147,0.00018009481,0.001359315,0.00012750787],"about_ca_topic_score_codex":0.92978996,"about_ca_topic_score_gemma":0.9537475,"teacher_disagreement_score":0.07021004,"about_ca_system_score_codex":0.009303164,"about_ca_system_score_gemma":0.004647187,"threshold_uncertainty_score":0.14124697},"labels":[],"label_agreement":null},{"id":"W3208299926","doi":"10.32920/ryerson.14651922.v1","title":"Microstructural and Chemical Analysis of Polyurethane and Polyisocyanurate Foam Insulations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Polyurethane; Composite material; Thermal conductivity; Blowing agent; Polymer; Microstructure; Porosity; Thermal; Thermal insulation; Thermal resistance; Layer (electronics)","score_opus":0.009434975092155087,"score_gpt":0.23211409914428063,"score_spread":0.22267912405212553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208299926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923923,0.00056819594,0.0040820823,0.000021107457,0.000013352102,0.00003958278,0.0009748301,0.00005091272,0.0018576111],"genre_scores_gemma":[0.9944537,0.00026610977,0.0032758808,0.000017486615,0.000010637063,0.000033403547,0.0006067586,0.000017669236,0.0013182954],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999864,0.000006931533,0.000009468609,0.000035017278,0.000064303524,0.000020359157],"domain_scores_gemma":[0.9997751,0.000044048298,0.00004795655,0.000012397219,0.00009421126,0.00002644364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113925475,0.00015893584,0.00013165726,0.0013766001,0.00031276935,0.00020751929,0.00013064666,0.00022874713,0.0014189767],"category_scores_gemma":[0.00022950955,0.00012720862,0.00016547518,0.0006066588,0.0002534735,0.00021324064,0.00009979966,0.0002209046,0.00014653047],"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":[0.000040485767,0.000012340752,0.001669316,0.00003250087,0.0000046137816,0.00007663486,0.00005016241,0.00013058401,0.99526215,0.00004646597,0.000019681609,0.0026549508],"study_design_scores_gemma":[0.0000038140806,0.00019292836,0.15103556,0.000014401893,0.000032973807,0.0005400354,0.00021827566,0.0020085995,0.8441916,0.00009067482,0.0016569239,0.000014129734],"about_ca_topic_score_codex":0.0023001004,"about_ca_topic_score_gemma":0.0031236142,"teacher_disagreement_score":0.0023001004,"about_ca_system_score_codex":0.00014146624,"about_ca_system_score_gemma":0.0001192093,"threshold_uncertainty_score":0.0047469735},"labels":[],"label_agreement":null},{"id":"W3209899654","doi":"10.32920/ryerson.14657412.v1","title":"Quantifying air leakage through party walls in Toronto semidetached and row-home dwellings","year":2021,"lang":"en","type":"preprint","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"George Brown College","funders":"","keywords":"Leakage (economics); Building envelope; Masonry; Structural engineering; Engineering; Indoor air quality; Architectural engineering; Civil engineering; Environmental science; Environmental engineering; Meteorology; Geography","score_opus":0.03302959529175311,"score_gpt":0.27732373018131723,"score_spread":0.2442941348895641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209899654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99895203,0.000047290756,0.0003016786,0.0000029851903,7.751457e-7,0.000008637093,0.0002454965,0.0000045135334,0.00043649215],"genre_scores_gemma":[0.9982799,0.00007240771,0.000708457,0.0000050281237,9.364885e-7,0.000012213513,0.00044637168,0.0000019266085,0.00047266652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99978846,0.000022598737,0.00001149564,0.000045391793,0.000094110685,0.000038010556],"domain_scores_gemma":[0.9997845,0.000031996256,0.00006930463,0.000019797324,0.00006962015,0.000024899513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014588636,0.00028902912,0.00017630532,0.0005872093,0.0005274231,0.00058437604,0.00030166513,0.00020298058,0.0008094504],"category_scores_gemma":[0.0004154544,0.0001433286,0.00022498755,0.00080095354,0.00045991683,0.00025479862,0.00055314734,0.00013803212,0.00015805538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032214544,0.000042117,0.9315195,0.00015449722,0.000052580675,0.00060255127,0.005608779,0.0010569473,0.03879673,0.0001712418,0.00024940213,0.021423386],"study_design_scores_gemma":[7.908616e-7,0.00003693525,0.9960448,0.000010717662,0.000009032023,0.000060744598,0.0014817963,0.00030024236,0.0016708096,0.00001212821,0.00036736345,0.00000460692],"about_ca_topic_score_codex":0.15235415,"about_ca_topic_score_gemma":0.44508988,"teacher_disagreement_score":0.8476459,"about_ca_system_score_codex":0.001170462,"about_ca_system_score_gemma":0.0005579117,"threshold_uncertainty_score":0.3029347},"labels":[],"label_agreement":null},{"id":"W3210006370","doi":"","title":"Trend detection and ERA5 inter-comparison of wind speed over Québec, Canada for the last 60 years from 30 Ministère de l'Environnement et de la Lutte contre les changements climatiques (MELCC) ground station data","year":2020,"lang":"fr","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Wind speed; Humanities; Computer science; Geography; Meteorology; Art","score_opus":0.02905671897453792,"score_gpt":0.2741635657487142,"score_spread":0.24510684677417627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210006370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62210196,0.0017350352,0.001782809,0.00050746853,0.000114285715,0.00008899629,0.3589846,0.00045226817,0.014232604],"genre_scores_gemma":[0.79293096,0.00063007174,0.0020234406,0.00015929289,0.000015917192,0.000050585943,0.19314633,0.00005157219,0.010991843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952114,0.000020170466,0.000043518503,0.00013137866,0.00015957226,0.00012424821],"domain_scores_gemma":[0.99849653,0.000042289965,0.00012551858,0.000059803806,0.0011774664,0.000098388926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006243611,0.00044734892,0.00027981025,0.0022453088,0.00069735985,0.0009855198,0.0005724243,0.0003443143,0.0052422173],"category_scores_gemma":[0.0011576077,0.000182539,0.00055093394,0.0048368364,0.00017485433,0.0004491206,0.00047071354,0.00037812785,0.00079593237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059662876,0.0000772633,0.8931932,0.00035309562,0.00073598954,0.00016380679,0.00047223057,0.005204724,0.0023882613,0.00087498996,0.044737395,0.0512025],"study_design_scores_gemma":[0.000009279669,0.000010835807,0.9892832,0.000023770568,0.00003662474,0.000015445074,0.00017134995,0.0012148248,0.00018176534,0.000016809912,0.0090248585,0.000011151341],"about_ca_topic_score_codex":0.9920373,"about_ca_topic_score_gemma":0.99540013,"teacher_disagreement_score":0.008146889,"about_ca_system_score_codex":0.008146889,"about_ca_system_score_gemma":0.0113623245,"threshold_uncertainty_score":0.059110045},"labels":[],"label_agreement":null},{"id":"W3210568933","doi":"10.32920/ryerson.14663127.v1","title":"The Influence of Cavity Ventilation on the Performance of Brick Veneer Panels When Exposed to Wind Driven Rain: an Experimental Analysis","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Ventilation (architecture); Suction; Materials science; Brick; Environmental science; Cavity wall; Meteorology; Composite material; Physics","score_opus":0.02011336122930942,"score_gpt":0.24514973485843367,"score_spread":0.22503637362912424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210568933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993481,0.0000518715,0.00041824504,0.0000023071627,0.0000035072565,0.000008879941,0.00003339998,0.000006580027,0.00012709494],"genre_scores_gemma":[0.99902093,0.00006122432,0.0005203337,0.0000057435304,0.000003146283,0.000013170352,0.000057517173,0.000008120575,0.0003098645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976104,0.00003993123,0.000015070699,0.000045309585,0.00008078547,0.000057850404],"domain_scores_gemma":[0.99951005,0.00023845622,0.00007391575,0.00005877883,0.00007972261,0.000039112412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030969622,0.00035849045,0.00036262846,0.00017420531,0.0002539677,0.00023760015,0.0002376849,0.00039750422,0.001857739],"category_scores_gemma":[0.0005889177,0.00020519971,0.00029228066,0.000109373126,0.0002928472,0.00019794966,0.00024190718,0.0003630513,0.00019067695],"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":[0.00035595504,0.00010239555,0.0021554586,0.00005234199,0.000010251685,0.00009049631,0.00008560806,0.0007987418,0.9944121,0.000008887735,0.000015039656,0.0019127701],"study_design_scores_gemma":[0.000021636946,0.0040923106,0.060722053,0.000011725276,0.000051551033,0.00014287797,0.00019535847,0.003096515,0.93119967,0.00002015624,0.0004264019,0.000019762274],"about_ca_topic_score_codex":0.0004568778,"about_ca_topic_score_gemma":0.0008045607,"teacher_disagreement_score":0.001857739,"about_ca_system_score_codex":0.00010736697,"about_ca_system_score_gemma":0.0000860534,"threshold_uncertainty_score":0.006214738},"labels":[],"label_agreement":null},{"id":"W3211067948","doi":"10.3390/su132111968","title":"Propagation of Mouth-Generated Aerosols in a Modularly Constructed Hospital Room","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"NOSM University; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modular design; Flexibility (engineering); Ventilation (architecture); Enclosure; Transient (computer programming); Environmental science; Coronavirus disease 2019 (COVID-19); Aerosol; Computational fluid dynamics; Inlet; Computer science; Air conditioning; Civil engineering; Simulation; Engineering; Mechanical engineering; Aerospace engineering; Meteorology; Medicine; Physics; Telecommunications; Mathematics","score_opus":0.004396673558685326,"score_gpt":0.21107927201424917,"score_spread":0.20668259845556383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211067948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971488,0.00004617714,0.0023122,0.000017495337,0.000013179953,0.000023143806,0.000049857026,0.0000357979,0.00035332981],"genre_scores_gemma":[0.99660146,0.000049047903,0.0028568278,0.000009990196,0.0000030457923,0.000012669373,0.000063837004,0.000003899099,0.00039916244],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998574,0.000016037018,0.0000071916293,0.00003441982,0.000039612627,0.000045381115],"domain_scores_gemma":[0.99971086,0.000102348065,0.0000576631,0.000023511895,0.000057773846,0.000047837264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000296813,0.0003329339,0.00028784527,0.00028703353,0.00037771495,0.0004633112,0.0003823442,0.0004893981,0.00071878696],"category_scores_gemma":[0.00043151487,0.0001734492,0.00038001873,0.0001465816,0.00032295796,0.00036108814,0.00049281376,0.00036548582,0.00014720518],"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":[0.0007214204,0.000499222,0.035976574,0.00016023028,0.0000407267,0.0017913538,0.00042268875,0.18715979,0.7537108,0.0010374673,0.00037334216,0.018106414],"study_design_scores_gemma":[0.0001265541,0.0028998558,0.040404115,0.0000462592,0.000051644165,0.0003952309,0.0009577873,0.6180716,0.33539894,0.00052013865,0.0010207341,0.00010715349],"about_ca_topic_score_codex":0.002820788,"about_ca_topic_score_gemma":0.0024128775,"teacher_disagreement_score":0.002820788,"about_ca_system_score_codex":0.00040218185,"about_ca_system_score_gemma":0.0004318377,"threshold_uncertainty_score":0.0056087375},"labels":[],"label_agreement":null},{"id":"W3211852909","doi":"10.1115/imece2000-1409","title":"A Study of Three-Dimensional Mixed Convective Heat Transfer From Short Vertical Cylinders in a Horizontal Forced Flow","year":2000,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Grashof number; Mechanics; Forced convection; Nusselt number; Buoyancy; Heat transfer; Combined forced and natural convection; Convective heat transfer; Heat transfer coefficient; Reynolds number; Thermodynamics; Natural convection; Churchill–Bernstein equation; Materials science; Physics; Turbulence","score_opus":0.015068929646338715,"score_gpt":0.21956165097040128,"score_spread":0.20449272132406257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211852909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792457,0.000044263455,0.0017935481,0.00001102554,0.0000039241113,0.000007222593,0.000010003213,0.000008128848,0.00019724393],"genre_scores_gemma":[0.9989838,0.000026693768,0.0007726209,0.000002509378,0.0000030457734,0.000007746712,0.000017055245,0.0000021413166,0.00018438014],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987495,0.000022342798,0.0000045574243,0.000015217992,0.000051345793,0.000031599273],"domain_scores_gemma":[0.9996747,0.0001973392,0.000033611595,0.000019685694,0.000044182958,0.000030534207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025691555,0.00026469905,0.00041871466,0.00014883906,0.000468123,0.00042723172,0.00020876841,0.0003030696,0.00058395264],"category_scores_gemma":[0.0006828106,0.00015520139,0.00033146725,0.00015701618,0.0005800212,0.0003984918,0.00021273557,0.0003158314,0.00006309175],"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":[0.0009399945,0.0002437262,0.005399649,0.00018062306,0.00004307532,0.00048479662,0.00039146762,0.098269865,0.88111484,0.0019987393,0.00016738103,0.010765782],"study_design_scores_gemma":[0.00018971966,0.001968955,0.021684738,0.000019746081,0.000038635706,0.00016195208,0.00018377074,0.55909616,0.41489103,0.0007423711,0.00096819183,0.00005477689],"about_ca_topic_score_codex":0.0039900867,"about_ca_topic_score_gemma":0.0016847701,"teacher_disagreement_score":0.0039900867,"about_ca_system_score_codex":0.00031996926,"about_ca_system_score_gemma":0.00031861677,"threshold_uncertainty_score":0.007933736},"labels":[],"label_agreement":null},{"id":"W3212220382","doi":"10.1115/imece2001/fed-24935","title":"Simultaneous Cinematographic PIV and Acetone PLIF for Spatially and Temporally Resolved Velocity and Concentration Fields in a Buoyant Helium Plume","year":2001,"lang":"en","type":"article","venue":"Fluids Engineering","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Plume; Particle image velocimetry; Planar laser-induced fluorescence; Helium; Turbulence; Volume (thermodynamics); Vector field; Optics; Mechanics; Physics; Materials science; Laser; Meteorology; Atomic physics; Laser-induced fluorescence; Thermodynamics","score_opus":0.0059948340607372886,"score_gpt":0.19690566853344002,"score_spread":0.19091083447270274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212220382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499323,0.00024184189,0.04726271,0.000084714615,0.000028031722,0.000078134064,0.00032861522,0.00034571526,0.0016978007],"genre_scores_gemma":[0.969028,0.00011819791,0.030171126,0.000015003893,0.000012671011,0.000031110114,0.00018585533,0.000022567934,0.0004154199],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998975,0.0000115703915,0.000003510202,0.00001436865,0.000054051587,0.000019102874],"domain_scores_gemma":[0.99980146,0.000054660173,0.000017042252,0.0000147418095,0.00008236448,0.000029792567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023175713,0.00025288668,0.0002577667,0.0008603258,0.00024291303,0.00023970629,0.0003158859,0.00020466394,0.0007585793],"category_scores_gemma":[0.00043108585,0.00015281452,0.00012672314,0.00034527935,0.00022204597,0.00028509903,0.0002737287,0.00025318583,0.00012252237],"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":[0.00021389664,0.00005985493,0.0051726284,0.000059562135,0.000008424713,0.00022941983,0.00019065682,0.0045659207,0.9672262,0.00046642753,0.00029925525,0.021507744],"study_design_scores_gemma":[0.000058238973,0.00046530014,0.050866023,0.00003199973,0.00001661651,0.00034551107,0.00029256134,0.33208165,0.6134099,0.00043731168,0.0019316076,0.00006334762],"about_ca_topic_score_codex":0.002357918,"about_ca_topic_score_gemma":0.0027197772,"teacher_disagreement_score":0.002357918,"about_ca_system_score_codex":0.00026611658,"about_ca_system_score_gemma":0.0002433651,"threshold_uncertainty_score":0.0046883225},"labels":[],"label_agreement":null},{"id":"W3214804029","doi":"10.1088/1742-6596/2042/1/012152","title":"Synchronized coupling of thermal mass and buoyancy ventilation: wood versus concrete","year":2021,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","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":true,"ca_institutions":"McGill University","funders":"","keywords":"Buoyancy; Thermal mass; Ventilation (architecture); Airflow; Scaling; Thermal; Mass flow rate; Coupling (piping); Mechanics; Flow (mathematics); Mass flow; Materials science; Environmental science; Structural engineering; Meteorology; Engineering; Physics; Thermodynamics; Composite material; Mathematics; Geometry","score_opus":0.01861332054242027,"score_gpt":0.2308077690257644,"score_spread":0.21219444848334412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214804029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99159473,0.000026676395,0.007585181,0.000013030777,0.000016520555,0.000059658934,0.000019092708,0.000055865512,0.0006291935],"genre_scores_gemma":[0.9951373,0.000010717184,0.004474887,0.000011768302,0.0000029033074,0.00004095009,0.000012526837,0.000016680158,0.00029245886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995529,0.000088639106,0.00002946908,0.00011136108,0.0001354801,0.000082120976],"domain_scores_gemma":[0.9986935,0.00060712587,0.00016777909,0.00018168983,0.0002322275,0.00011760662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005952252,0.00031319394,0.00029805876,0.00020084286,0.00029378315,0.00042857495,0.0004198908,0.0002450347,0.0012830659],"category_scores_gemma":[0.0021103926,0.00023761127,0.00015489534,0.00010740824,0.0004864436,0.00039300308,0.00045755005,0.00028232517,0.00014173899],"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":[0.000788637,0.00038978606,0.0036592558,0.00006230355,0.000015014526,0.000051689793,0.00013890809,0.0066289227,0.97698283,0.0003457902,0.0000824039,0.01085453],"study_design_scores_gemma":[0.00020847829,0.0043692593,0.02699126,0.000019186067,0.000042373318,0.000051768056,0.00015818668,0.05474511,0.91134006,0.00033215346,0.0016983639,0.00004391437],"about_ca_topic_score_codex":0.0014993422,"about_ca_topic_score_gemma":0.002202232,"teacher_disagreement_score":0.0014993422,"about_ca_system_score_codex":0.0003407378,"about_ca_system_score_gemma":0.0002878568,"threshold_uncertainty_score":0.0042923093},"labels":[],"label_agreement":null},{"id":"W3214872376","doi":"10.37394/232013.2021.16.19","title":"Effects of Physical Coordinate Clustering on Boundary Vorticity Approximations in von Mises Coordinates","year":2021,"lang":"en","type":"article","venue":"WSEAS TRANSACTIONS ON FLUID MECHANICS","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":"University of New Brunswick","funders":"","keywords":"Vorticity; Boundary (topology); Domain (mathematical analysis); Grid; Finite difference; Mathematics; Coordinate system; Mathematical analysis; von Mises yield criterion; Curvilinear coordinates; Geometry; Finite element method; Physics; Mechanics; Vortex","score_opus":0.0075409768975538295,"score_gpt":0.2195412621823021,"score_spread":0.21200028528474826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214872376","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":[0.48730084,0.0004392782,0.5051597,0.00022251433,0.00016020704,0.00009671202,0.0000722543,0.00059959356,0.0059489436],"genre_scores_gemma":[0.88909334,0.00020442036,0.10914513,0.00002622441,0.000020429396,0.000040620955,0.00007636955,0.00015400731,0.001239508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991436,0.0003535956,0.000057439815,0.00006855979,0.00029270415,0.000084121704],"domain_scores_gemma":[0.99452597,0.00338052,0.0004758533,0.0008693058,0.0006570042,0.000091233225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021152725,0.0008009498,0.0007418462,0.00057203276,0.00071970205,0.0012351078,0.0008210604,0.0007432632,0.0009168202],"category_scores_gemma":[0.0096857045,0.00039186262,0.0004699899,0.00057946343,0.0010609799,0.0010978846,0.0009497287,0.0009380177,0.00031319755],"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":[0.0002912367,0.000077833254,0.003765517,0.00012951942,0.000032804903,0.00016511466,0.00035745517,0.92385054,0.022940392,0.015079531,0.00033492382,0.03297513],"study_design_scores_gemma":[0.000010132429,0.00007794032,0.0006187585,0.000017557077,0.000010048211,0.000033368582,0.000057542577,0.98068625,0.01701344,0.0010210697,0.00043744556,0.000016520724],"about_ca_topic_score_codex":0.005367439,"about_ca_topic_score_gemma":0.0041081416,"teacher_disagreement_score":0.005367439,"about_ca_system_score_codex":0.0006901737,"about_ca_system_score_gemma":0.0007568002,"threshold_uncertainty_score":0.011186779},"labels":[],"label_agreement":null},{"id":"W344623451","doi":"10.1016/j.jweia.2015.04.004","title":"Consistent inflow turbulence generator for LES evaluation of wind-induced responses for tall buildings","year":2015,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":213,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Turbulence; Inflow; Wind tunnel; Planetary boundary layer; Aerodynamics; Boundary layer; Wind speed; Flow (mathematics); Wind direction; Mechanics; Meteorology; Geology; Physics","score_opus":0.08081965819573578,"score_gpt":0.2683836878052872,"score_spread":0.18756402960955143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W344623451","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.742846,0.00028984286,0.23904292,0.00028399617,0.00014516612,0.000299412,0.0009204705,0.0025956433,0.013576496],"genre_scores_gemma":[0.9838892,0.000050005263,0.014307176,0.000023749519,0.0000131877105,0.00007596563,0.00023950644,0.00012019869,0.0012809767],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998447,0.00006486355,0.000009674825,0.000013300945,0.000046152534,0.000021411995],"domain_scores_gemma":[0.99940145,0.00030833084,0.000043663273,0.00005683815,0.00014380005,0.000046019984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004101721,0.0005730633,0.0006445749,0.0003764489,0.00040194576,0.0006734074,0.0007098476,0.00085018366,0.0030758858],"category_scores_gemma":[0.0012127196,0.00023904144,0.0003693468,0.00041149787,0.0003505751,0.0005239592,0.00046348746,0.0006125628,0.00035493475],"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":[0.00043714794,0.0003166849,0.003504754,0.00014797144,0.000046938054,0.0004507323,0.00014403358,0.9435115,0.029662227,0.0029972133,0.0014540115,0.017326774],"study_design_scores_gemma":[0.00001693743,0.00004127441,0.00032178816,0.0000034412483,0.0000027597437,0.0000069219877,0.0000144429605,0.9980301,0.0013617659,0.000093569004,0.000102473816,0.0000043984146],"about_ca_topic_score_codex":0.0036449202,"about_ca_topic_score_gemma":0.0031163103,"teacher_disagreement_score":0.0036449202,"about_ca_system_score_codex":0.00030091658,"about_ca_system_score_gemma":0.0005613752,"threshold_uncertainty_score":0.010289907},"labels":[],"label_agreement":null},{"id":"W40812983","doi":"","title":"Airflow Prediction in Buildings for Natural Ventilation Design: Wind Tunnel Measurements and Simulation","year":2008,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; Concordia University","keywords":"Natural ventilation; Wind tunnel; Airflow; Ventilation (architecture); Inflow; Particle image velocimetry; Engineering; Thermal comfort; Marine engineering; Computational fluid dynamics; Parametric statistics; Simulation; Environmental science; Meteorology; Mechanical engineering; Aerospace engineering; Turbulence","score_opus":0.043729180410022016,"score_gpt":0.27722830369641305,"score_spread":0.23349912328639102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40812983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755697,0.000087482775,0.022794558,0.00002957691,0.000011802066,0.000049980175,0.0002375306,0.00012873969,0.0010907375],"genre_scores_gemma":[0.99257314,0.00005132055,0.0069779647,0.0000033553276,0.0000020002376,0.000047923866,0.0001368638,0.0000061613414,0.00020131208],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998801,0.000041302672,0.000011078131,0.00001778216,0.000028555007,0.000021184369],"domain_scores_gemma":[0.9996904,0.00016750219,0.000034344397,0.000030288802,0.00005555609,0.000021933824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005840932,0.00050596416,0.00034341114,0.00030987107,0.00021089875,0.0003971474,0.00043603394,0.0006489497,0.0006369857],"category_scores_gemma":[0.0005995181,0.00018082332,0.00044438697,0.00025545247,0.0002480394,0.0003124144,0.0002791287,0.00024900024,0.00008686748],"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":[0.000079760466,0.000161,0.007017215,0.000058838163,0.000015308971,0.00006514741,0.000054753415,0.9807283,0.0060770586,0.00023281576,0.00008830278,0.005421444],"study_design_scores_gemma":[0.000007619171,0.00008578683,0.001638578,0.000005476282,0.0000036863587,0.000008836262,0.000018567307,0.99662364,0.001486519,0.000041875082,0.00007440023,0.000005009796],"about_ca_topic_score_codex":0.0064063976,"about_ca_topic_score_gemma":0.0057759536,"teacher_disagreement_score":0.0064063976,"about_ca_system_score_codex":0.00024781533,"about_ca_system_score_gemma":0.0003662137,"threshold_uncertainty_score":0.012738228},"labels":[],"label_agreement":null},{"id":"W4200015861","doi":"10.1139/cjce-2021-0402","title":"Coupling impacts of spray and rainfall on road visibility and vehicle speeds: a simulation-based analysis","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visibility; Truck; Environmental science; Coupling (piping); Front (military); Reduction (mathematics); Automotive engineering; Meteorology; Engineering; Physics; Mathematics","score_opus":0.007088979554142428,"score_gpt":0.20548192756549477,"score_spread":0.19839294801135235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200015861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888082,0.000050271276,0.0092718005,0.000037044745,0.000006277018,0.000037006324,0.000065789085,0.000054337757,0.0016692344],"genre_scores_gemma":[0.9981705,0.000039634484,0.0015556356,0.000003815602,0.0000015479496,0.000013358898,0.000034376695,0.000004554209,0.00017655749],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998198,0.000056608293,0.000010345774,0.00002011112,0.000040348,0.000052733136],"domain_scores_gemma":[0.9990711,0.00062887126,0.000109047774,0.000048954174,0.000095867275,0.000046026013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046181493,0.0004730478,0.0005014619,0.00068974437,0.00033700388,0.0004539395,0.00054386375,0.00088227127,0.00082295545],"category_scores_gemma":[0.0011459395,0.0003545499,0.0007650414,0.00034674382,0.0004548337,0.00035789408,0.00039662965,0.00043741407,0.00006670056],"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":[0.00005088611,0.000072023235,0.0034791394,0.000013034728,0.000021154667,0.000045243116,0.000019611702,0.99287486,0.0020602106,0.0002569629,0.000031599007,0.0010753406],"study_design_scores_gemma":[0.000008466429,0.00005756925,0.0013612154,0.0000016339536,0.000012811218,0.0000072693642,0.000014015541,0.9977717,0.0006812853,0.000037375812,0.000041688294,0.000004988072],"about_ca_topic_score_codex":0.026495542,"about_ca_topic_score_gemma":0.010891299,"teacher_disagreement_score":0.026495542,"about_ca_system_score_codex":0.00073056563,"about_ca_system_score_gemma":0.0007655125,"threshold_uncertainty_score":0.05268264},"labels":[],"label_agreement":null},{"id":"W4200040504","doi":"10.1088/1742-6596/2069/1/012054","title":"Impact of climate change on the wind-driven rain exposure of a historical building","year":2021,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","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":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Environmental science; Climate change; Meteorology; Wind speed; Climatology; Atmospheric sciences; Geography; Geology","score_opus":0.03720128370193499,"score_gpt":0.26104447945638687,"score_spread":0.22384319575445188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200040504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998585,0.000016935504,0.00025903046,0.000017392731,0.0000047515173,0.000003026932,0.00020304251,0.000012481363,0.00089824566],"genre_scores_gemma":[0.99966073,0.000010606401,0.00009358997,0.0000017104123,5.852098e-7,0.0000010202183,0.000115920295,0.0000020882355,0.00011377082],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991393,0.000011961507,0.0000032510977,0.000015654474,0.000024936293,0.000030303983],"domain_scores_gemma":[0.99981314,0.00006494575,0.000016463948,0.000017362117,0.00005427673,0.000033953787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015513186,0.00022449256,0.00020924889,0.00024297718,0.0005700179,0.0006199084,0.00028457763,0.00034215787,0.0012340518],"category_scores_gemma":[0.00046881897,0.00014242344,0.0003086307,0.00031063863,0.00035192625,0.00022820056,0.0002369911,0.00034500874,0.00012713175],"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":[0.00020358863,0.00016275025,0.12955976,0.00004128351,0.00007992537,0.00037638226,0.000110377616,0.8476533,0.015121288,0.00048707903,0.00047675494,0.005727471],"study_design_scores_gemma":[0.000023816317,0.0001827293,0.29998216,0.000011177568,0.00004355938,0.000101098325,0.0003506911,0.6932522,0.0050967447,0.00015328472,0.00076012756,0.00004243289],"about_ca_topic_score_codex":0.2531693,"about_ca_topic_score_gemma":0.19490567,"teacher_disagreement_score":0.2531693,"about_ca_system_score_codex":0.0010736735,"about_ca_system_score_gemma":0.0008722151,"threshold_uncertainty_score":0.5033914},"labels":[],"label_agreement":null},{"id":"W4200408345","doi":"10.1175/jas-d-21-0049.1","title":"Coupling of Wind and Potential Temperature in an Ekman Model in the Stratified Atmospheric Boundary Layer","year":2021,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Wind and Air Flow Studies","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":"Environment and Climate Change Canada","funders":"","keywords":"Ekman layer; Hydrostatic equilibrium; Ekman transport; Physics; Potential temperature; Potential vorticity; Thermal wind; Vorticity equation; Baroclinity; Planetary boundary layer; Mechanics; Vorticity; Thermodynamics; Boundary layer; Classical mechanics; Atmospheric sciences; Wind profile power law; Geology; Vortex; Turbine","score_opus":0.0147119578995699,"score_gpt":0.24453686400200186,"score_spread":0.22982490610243198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200408345","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":[0.39957887,0.0006605387,0.58370256,0.0006321581,0.00021539802,0.00010804656,0.00027322475,0.00035311913,0.014476075],"genre_scores_gemma":[0.9838743,0.00023102188,0.010890385,0.00006727251,0.000039827584,0.000098700824,0.000088780056,0.000036474445,0.004673228],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998234,0.00007283552,0.000011207579,0.000033073997,0.000032879172,0.000026611791],"domain_scores_gemma":[0.99980813,0.00006302355,0.00004074764,0.000012491647,0.000050169998,0.000025409234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033260742,0.00047866444,0.00063633674,0.0002311714,0.0004883075,0.00092964835,0.0010228028,0.0010188848,0.0010547467],"category_scores_gemma":[0.0006670881,0.0004248206,0.0005864648,0.00024493705,0.0007320194,0.0015023964,0.0006761827,0.0006142793,0.0001796218],"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":[0.000027336842,0.000023100529,0.00087595975,0.000021114383,0.000023597202,0.000073522344,0.000038585553,0.98234725,0.002190444,0.012908793,0.00014957733,0.0013206161],"study_design_scores_gemma":[0.000006899379,0.000008201205,0.00011991908,0.0000018651922,0.000004336152,0.0000036876572,0.0000049792325,0.9987457,0.000098705044,0.0008916743,0.00011053745,0.0000035168011],"about_ca_topic_score_codex":0.012171506,"about_ca_topic_score_gemma":0.004929747,"teacher_disagreement_score":0.012171506,"about_ca_system_score_codex":0.0007237007,"about_ca_system_score_gemma":0.0013942166,"threshold_uncertainty_score":0.024201334},"labels":[],"label_agreement":null},{"id":"W4200458434","doi":"10.18280/mmep.080601","title":"Naturally Ventilated Double Skin Façades: Comparisons Between Different CFD Models","year":2021,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Turbulence; Computer science; Simulation; Mechanical engineering; Mechanics; Aerospace engineering; Engineering; Physics","score_opus":0.03410626326508969,"score_gpt":0.21505560353700243,"score_spread":0.18094934027191273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200458434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532291,0.00054415094,0.03595768,0.000114204464,0.000080649595,0.00006604316,0.000938145,0.0005272548,0.008542611],"genre_scores_gemma":[0.99063814,0.00021382459,0.007812734,0.0000103619195,0.000007877889,0.000032394204,0.00045711326,0.000045265177,0.0007822535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976367,0.000048620048,0.000019483894,0.00005537914,0.00006165394,0.0000513157],"domain_scores_gemma":[0.9994966,0.00027111408,0.000036532227,0.000057904694,0.000091443304,0.00004646525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003408985,0.0006161295,0.00050399976,0.0011910769,0.00038646275,0.0010991661,0.00057414634,0.00089801295,0.0016676649],"category_scores_gemma":[0.0009589316,0.00019342902,0.0007290318,0.00076643884,0.00045115882,0.00071714417,0.00043282495,0.00037011606,0.0003741889],"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":[0.00026017305,0.00014970334,0.013349806,0.00013265018,0.000028380524,0.00016900378,0.00016728892,0.955306,0.0060021156,0.0018332761,0.0005437397,0.022057842],"study_design_scores_gemma":[0.000019205485,0.000087436565,0.005133101,0.000020908923,0.000013928665,0.00007320111,0.00017892855,0.99031675,0.0024051638,0.0004489651,0.0012717712,0.00003060073],"about_ca_topic_score_codex":0.015345054,"about_ca_topic_score_gemma":0.00941154,"teacher_disagreement_score":0.015345054,"about_ca_system_score_codex":0.00047776982,"about_ca_system_score_gemma":0.0006408472,"threshold_uncertainty_score":0.030511498},"labels":[],"label_agreement":null},{"id":"W4205383237","doi":"10.1016/j.scs.2022.103668","title":"Wildfire-resilient mechanical ventilation systems for single-detached homes in cities of Western Canada","year":2022,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indoor air quality; Ventilation (architecture); Environmental science; Work (physics); Mechanical ventilation; Air quality index; Architectural engineering; Environmental engineering; Engineering; Meteorology; Geography; Medicine","score_opus":0.007450364734630971,"score_gpt":0.19532280124816398,"score_spread":0.187872436513533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205383237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99733514,0.00004993568,0.00041021695,0.000038033613,0.000004715875,0.000047482074,0.00011764597,0.000027725488,0.0019691193],"genre_scores_gemma":[0.99714065,0.00004208406,0.0004994277,0.000010214476,8.5914206e-7,0.000020341886,0.00010266956,0.000005638641,0.0021780971],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995578,0.00003298002,0.000013916413,0.00007500554,0.00011761817,0.00020271419],"domain_scores_gemma":[0.9995615,0.0000328953,0.000022925737,0.000020061278,0.00027858478,0.00008409543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035124284,0.0003686367,0.0003524502,0.0003349769,0.003192794,0.001277113,0.0012021025,0.00033633612,0.0020035687],"category_scores_gemma":[0.00070848886,0.00021084586,0.00032325985,0.00059589447,0.000601825,0.0005228402,0.00057916687,0.00028715233,0.00019146963],"study_design_candidate":"bench_or_experimental","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":[0.0031733771,0.002679522,0.5182786,0.00063191354,0.0003453714,0.0015739821,0.00848523,0.1376747,0.036346458,0.0037587895,0.010946846,0.2761052],"study_design_scores_gemma":[0.0002599517,0.0014997526,0.7874925,0.000117894495,0.00021967149,0.00022254066,0.03383421,0.15061794,0.012977136,0.0007845105,0.011823611,0.00015036615],"about_ca_topic_score_codex":0.9599215,"about_ca_topic_score_gemma":0.9895365,"teacher_disagreement_score":0.04007852,"about_ca_system_score_codex":0.019387575,"about_ca_system_score_gemma":0.01466165,"threshold_uncertainty_score":0.14066732},"labels":[],"label_agreement":null},{"id":"W4205637599","doi":"10.1016/j.uclim.2021.101063","title":"CityFFD – City fast fluid dynamics for urban microclimate simulations on graphics processing units","year":2022,"lang":"en","type":"article","venue":"Urban Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microclimate; Computational fluid dynamics; Computer science; Meteorology; Airflow; Environmental science; Benchmark (surveying); Large eddy simulation; Turbulence; Simulation; Engineering; Aerospace engineering; Geography","score_opus":0.023161793342077793,"score_gpt":0.24520064385674128,"score_spread":0.2220388505146635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205637599","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":[0.089826405,0.00045141694,0.74920875,0.0010883241,0.001291198,0.00048234692,0.012923997,0.09630905,0.048418514],"genre_scores_gemma":[0.45446128,0.0003648997,0.47790086,0.0006185422,0.0001644357,0.0013143814,0.020994352,0.021256404,0.022924941],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994549,0.00015335492,0.00003427271,0.00008028179,0.00018297136,0.00009411814],"domain_scores_gemma":[0.9987563,0.00045109756,0.00004166195,0.0002330297,0.00036837597,0.00014956645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008104252,0.0019262615,0.0013724661,0.00059530686,0.0009737015,0.0015898651,0.0037896389,0.001784523,0.038121022],"category_scores_gemma":[0.0031960402,0.0011169487,0.0015669477,0.0009006007,0.00080202817,0.0016152974,0.0021895284,0.0025642836,0.0057404544],"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":[0.00068904477,0.00026744456,0.0028074218,0.00043548868,0.00036897653,0.00029118106,0.00039563043,0.825881,0.0062437416,0.019117326,0.085544,0.05795874],"study_design_scores_gemma":[0.00016662983,0.000028208227,0.00021481895,0.000014811259,0.000011758647,0.00001938089,0.000018373132,0.9826355,0.0024474673,0.0024748333,0.011940762,0.000027361271],"about_ca_topic_score_codex":0.017477332,"about_ca_topic_score_gemma":0.01861259,"teacher_disagreement_score":0.038121022,"about_ca_system_score_codex":0.0009604211,"about_ca_system_score_gemma":0.0018659,"threshold_uncertainty_score":0.12752748},"labels":[],"label_agreement":null},{"id":"W4205679330","doi":"10.1002/1099-1794(200012)9:5<325::aid-tal169>3.3.co;2-2","title":"Field measurements of wind and structural responses of a 70‐storey tall building under typhoon conditions","year":2000,"lang":"en","type":"article","venue":"The Structural Design of Tall Buildings","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":"Public Works and Government Services Canada","funders":"","keywords":"Typhoon; Serviceability (structure); Wind engineering; Wind speed; Meteorology; Marine engineering; Engineering; Environmental science; Structural engineering; Geography","score_opus":0.027692190562180252,"score_gpt":0.2615892961334782,"score_spread":0.23389710557129795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205679330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99950135,0.000005822329,0.00021997845,0.0000019080242,9.894018e-7,0.0000069097637,0.00007805941,0.000010164282,0.00017486421],"genre_scores_gemma":[0.99914837,0.000017229413,0.0003987851,0.0000038873486,0.000001602336,0.000008844312,0.00018576614,0.0000019833344,0.00023357003],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999105,0.000008305669,0.0000031065872,0.000018041734,0.000027814582,0.000032340955],"domain_scores_gemma":[0.9998204,0.000032742115,0.000034000594,0.000018182067,0.000049528167,0.000045165678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013897152,0.00025038864,0.0002258042,0.00023258413,0.00034252295,0.0001645955,0.00015082835,0.00014547838,0.00065756845],"category_scores_gemma":[0.00018261648,0.00013263659,0.00012619389,0.00015540516,0.00023218199,0.000109783665,0.00020254501,0.00024280768,0.00013590993],"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":[0.0012499773,0.00058985763,0.21118794,0.00014010172,0.00007556984,0.0006840282,0.0018076384,0.008495148,0.73959935,0.00010941978,0.00048332143,0.035577804],"study_design_scores_gemma":[0.000033285865,0.0013867061,0.9602751,0.0000059743984,0.00003154642,0.00015430455,0.00073832006,0.0038254333,0.032900933,0.000023095576,0.00060258375,0.000022637183],"about_ca_topic_score_codex":0.013470531,"about_ca_topic_score_gemma":0.025819521,"teacher_disagreement_score":0.013470531,"about_ca_system_score_codex":0.00020584601,"about_ca_system_score_gemma":0.00020869495,"threshold_uncertainty_score":0.026784241},"labels":[],"label_agreement":null},{"id":"W4206950631","doi":"10.3390/atmos13020178","title":"Investigations on Wind Characteristics for Typhoon and Monsoon Wind Speeds Based on Both Stationary and Non-Stationary Models","year":2022,"lang":"en","type":"article","venue":"Atmosphere","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Typhoon; Wind speed; Environmental science; Monsoon; Meteorology; Wind profile power law; Wind shear; Wind direction; Wind power; Engineering; Geography","score_opus":0.01446347885012178,"score_gpt":0.21535244870278097,"score_spread":0.2008889698526592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206950631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5111308,0.0005681411,0.480601,0.00020498878,0.00014142992,0.00019443147,0.00057236745,0.0007878238,0.0057989745],"genre_scores_gemma":[0.9752044,0.00042394403,0.022037426,0.0000358749,0.000022171364,0.0000728477,0.0007297373,0.000062989086,0.0014104734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995427,0.0000865032,0.00004271679,0.00010611296,0.00016935567,0.000052713294],"domain_scores_gemma":[0.9992422,0.00021683461,0.000135818,0.000119315635,0.0002540281,0.000031755342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008773182,0.0006861603,0.0004050051,0.0007683548,0.00027133874,0.0005472401,0.0005486518,0.00038373529,0.0010682222],"category_scores_gemma":[0.0019509103,0.00026737037,0.0011635415,0.00072435034,0.00020708743,0.0009750596,0.0002723711,0.0004908798,0.00030024457],"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":[0.0003010981,0.00029044534,0.1289794,0.00067017437,0.00029647173,0.0004293329,0.00043540364,0.58738905,0.038435783,0.0066516832,0.0025742278,0.23354696],"study_design_scores_gemma":[0.000015794078,0.0002396678,0.03875394,0.00002821819,0.00006840068,0.00005569598,0.00016178549,0.9524813,0.0053388397,0.0009544962,0.0018657196,0.00003610167],"about_ca_topic_score_codex":0.0076756855,"about_ca_topic_score_gemma":0.010753008,"teacher_disagreement_score":0.0076756855,"about_ca_system_score_codex":0.000289959,"about_ca_system_score_gemma":0.00070577307,"threshold_uncertainty_score":0.015262008},"labels":[],"label_agreement":null},{"id":"W4210300877","doi":"10.1002/fam.3052","title":"A cost‐effective building fire smoke spread prediction approach for risk mitigation based on data assimilation using Ensemble Kalman Filter","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","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":"Concordia University","funders":"Anhui Provincial Key Research and Development Plan; Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Ensemble Kalman filter; Data assimilation; Smoke; Kalman filter; Environmental science; Range (aeronautics); Computer science; Meteorology; Extended Kalman filter; Engineering; Artificial intelligence; Geography","score_opus":0.04668316574912658,"score_gpt":0.2738039360623083,"score_spread":0.22712077031318173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210300877","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":[0.083220236,0.00012695778,0.9146686,0.00008601508,0.000029947736,0.000024078536,0.000049801896,0.0003864573,0.0014078612],"genre_scores_gemma":[0.9223499,0.00010417926,0.076308966,0.000025094729,0.00001999963,0.00005296265,0.00009757156,0.000020086947,0.0010212894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998332,0.000029643417,0.000011940164,0.00004070652,0.000060142323,0.000024307901],"domain_scores_gemma":[0.99980265,0.0000625513,0.000025555026,0.000016719468,0.000080298705,0.000012291605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039560837,0.0005593211,0.00059798016,0.00035554232,0.000316653,0.00041501856,0.0005665881,0.00045254052,0.00074091606],"category_scores_gemma":[0.0006161181,0.0003389376,0.0006241713,0.00023977671,0.00015658679,0.0006695218,0.00052971294,0.00056913326,0.00012031199],"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":[0.00004308084,0.000034497756,0.0018053418,0.000024767833,0.000041491214,0.00003242619,0.0000275469,0.95223397,0.005305527,0.0010138622,0.00023938654,0.039198175],"study_design_scores_gemma":[0.0000013413169,0.00000627945,0.00021149787,8.123403e-7,0.0000035805922,0.0000021677865,0.0000023329908,0.9992865,0.00032359775,0.00010943501,0.00005031848,0.0000022122952],"about_ca_topic_score_codex":0.02168342,"about_ca_topic_score_gemma":0.01766624,"teacher_disagreement_score":0.02168342,"about_ca_system_score_codex":0.00044364072,"about_ca_system_score_gemma":0.00096629845,"threshold_uncertainty_score":0.043114424},"labels":[],"label_agreement":null},{"id":"W4210320924","doi":"10.5194/amt-2021-106-ac2","title":"Reply on RC2","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Flux (metallurgy); Environmental science; Dispersion (optics); Footprint; Span (engineering); Lagrangian; Atmospheric sciences; Atmosphere (unit); Mathematics; Statistical physics; Meteorology; Statistics; Physics; Geology; Materials science; Applied mathematics; Optics","score_opus":0.024906179097821526,"score_gpt":0.27139610417521276,"score_spread":0.24648992507739123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210320924","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023203144,0.0010818372,0.00018632786,0.8356823,0.14832745,0.00008826933,0.00041173547,0.00025171862,0.013738242],"genre_scores_gemma":[0.0022918119,0.0007579576,0.00022434731,0.8547705,0.059982587,0.00014057089,0.00019028691,0.00016620975,0.081475765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712616,0.0004603695,0.00036139143,0.0004621048,0.0011933233,0.00039668096],"domain_scores_gemma":[0.9900399,0.0024401564,0.00034017916,0.00060309045,0.005107023,0.0014696876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031442945,0.0008964676,0.00095310254,0.0011192402,0.0027044732,0.0036247203,0.0029689625,0.026227776,0.08101297],"category_scores_gemma":[0.030140817,0.00056211784,0.0012243219,0.0008981576,0.0020187795,0.0037578659,0.002108009,0.020982848,0.07732082],"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":[0.000010121843,0.0000036661404,0.00004898585,0.0000140322045,0.0000018541342,0.00007839728,0.000010915116,0.0000046044483,0.000027400196,0.00022888275,0.9979724,0.0015986433],"study_design_scores_gemma":[0.000010582753,0.000008278676,0.00028897086,0.000047296442,0.0000035403016,0.000102305,0.00007483309,0.000024528626,0.00008530329,0.00051305396,0.9988292,0.000012158785],"about_ca_topic_score_codex":0.0102986535,"about_ca_topic_score_gemma":0.01178742,"teacher_disagreement_score":0.08101297,"about_ca_system_score_codex":0.0036166161,"about_ca_system_score_gemma":0.0040143672,"threshold_uncertainty_score":0.27101535},"labels":[],"label_agreement":null},{"id":"W4211263887","doi":"10.1080/15459624.2022.2040736","title":"Predicting first-order evaporation rate constant alpha (α) from small spills of organic solvents in a controlled environment","year":2022,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","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":false,"ca_institutions":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; École de Technologie Supérieure; Université de Montréal","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Vapor pressure; Volume (thermodynamics); Gravimetric analysis; Environmental science; Evaporation; Linear regression; Atmospheric pressure; Chemistry; Environmental engineering; Statistics; Meteorology; Thermodynamics; Mathematics; Organic chemistry","score_opus":0.01256936594285129,"score_gpt":0.20905249869705328,"score_spread":0.19648313275420198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211263887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98019296,0.0001956203,0.018888839,0.00001788898,0.0000070527517,0.000028073968,0.00021826914,0.00015126128,0.00030003424],"genre_scores_gemma":[0.99051875,0.0003573334,0.0083714295,0.000013920031,0.000003808335,0.000047893413,0.00030172616,0.000031586973,0.00035362024],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993954,0.000103821396,0.00005368501,0.00015225331,0.0002367156,0.00005814751],"domain_scores_gemma":[0.99799097,0.001202388,0.00037715357,0.00012688167,0.0002743063,0.000028319042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010425419,0.0006799086,0.00062180246,0.0005704084,0.00020407156,0.00062605814,0.00038200902,0.0004995403,0.00036582706],"category_scores_gemma":[0.0033223522,0.0003028221,0.0008609396,0.00065377814,0.00028263085,0.00045229518,0.00029155958,0.0005459668,0.00025826853],"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":[0.0011699208,0.00064976694,0.13741627,0.00068689283,0.00021627556,0.00033495468,0.0003421927,0.31553206,0.48408106,0.00029418382,0.00035229145,0.058924172],"study_design_scores_gemma":[0.000028888273,0.0011678165,0.057364926,0.000020054205,0.00013051233,0.00012967103,0.00016803706,0.52822804,0.41191888,0.00021422877,0.0005534485,0.000075489574],"about_ca_topic_score_codex":0.007375011,"about_ca_topic_score_gemma":0.006294076,"teacher_disagreement_score":0.007375011,"about_ca_system_score_codex":0.0005284595,"about_ca_system_score_gemma":0.0005539461,"threshold_uncertainty_score":0.014664173},"labels":[],"label_agreement":null},{"id":"W4213416112","doi":"10.1520/jte20210671","title":"Development of a New Dynamic Test Method to Determine the Wind Pressure Resistance of Photovoltaic Roof Assembly (PVRA)","year":2022,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","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":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Roof; Photovoltaic system; Wind engineering; Engineering; Wind tunnel; Building-integrated photovoltaics; Structural engineering; Aerospace engineering; Electrical engineering","score_opus":0.04977355898562178,"score_gpt":0.3143787777745809,"score_spread":0.2646052187889591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213416112","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":[0.18210965,0.0013095267,0.80305624,0.00019989542,0.0005621255,0.00087044097,0.0008333584,0.0032066817,0.007852108],"genre_scores_gemma":[0.6450795,0.00060260645,0.34496623,0.00025671686,0.00008311247,0.00089108065,0.0007334,0.00018543846,0.007201839],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99669564,0.00030141228,0.00019312916,0.00046211897,0.002222031,0.00012569217],"domain_scores_gemma":[0.9957327,0.0008180044,0.00043994907,0.00031880493,0.0025367523,0.00015384924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015513904,0.00080791034,0.0006335528,0.0023459876,0.00033476079,0.0007686122,0.0014026486,0.00080818526,0.0016513412],"category_scores_gemma":[0.0029762324,0.00042849756,0.00043718706,0.0009415528,0.0004876044,0.00087248354,0.0007337679,0.0008480799,0.000957486],"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":[0.00023017358,0.0003147306,0.015460741,0.00043304777,0.00006916959,0.00037373687,0.00029371516,0.004185521,0.78404397,0.0010031378,0.0019120744,0.1916799],"study_design_scores_gemma":[0.00008359426,0.002097301,0.03564976,0.0000851538,0.00010072119,0.0017702281,0.0003863517,0.13153633,0.8095022,0.0006,0.01799667,0.00019176296],"about_ca_topic_score_codex":0.0014477734,"about_ca_topic_score_gemma":0.002834711,"teacher_disagreement_score":0.0023459876,"about_ca_system_score_codex":0.0003806676,"about_ca_system_score_gemma":0.00053534994,"threshold_uncertainty_score":0.008204639},"labels":[],"label_agreement":null},{"id":"W4214580563","doi":"10.1016/j.buildenv.2022.108942","title":"Method for assessing radon Re-Entrainment risks from above ground level discharges from sub-slab depressurization systems","year":2022,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Radon; Environmental science; Entrainment (biomusicology); Cabin pressurization; Atmospheric sciences; Air entrainment; Atmospheric dispersion modeling; Ground level; Meteorology; Wind speed; Slab; Wind direction; Air pollution; Geology; Ground floor; Engineering; Civil engineering; Geography","score_opus":0.047738750238045004,"score_gpt":0.2814011987154779,"score_spread":0.23366244847743292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214580563","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":[0.12402931,0.00065568084,0.86465037,0.000067504276,0.000075240125,0.00071499386,0.0009922897,0.0012357468,0.007578799],"genre_scores_gemma":[0.4818719,0.00056555,0.5029159,0.000049412163,0.000013256646,0.0011163534,0.0006426588,0.00011415302,0.01271086],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991399,0.00015272533,0.000036444144,0.00014317081,0.0004831674,0.0000445184],"domain_scores_gemma":[0.9993456,0.00023664646,0.00007550624,0.00007988399,0.0002428992,0.00001945399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011160541,0.0006048166,0.00054156105,0.001853571,0.00041610855,0.000601483,0.0009529777,0.00062127947,0.00240624],"category_scores_gemma":[0.0012050454,0.0003006112,0.00055530603,0.0005900169,0.00021204988,0.00045545114,0.00059522636,0.00047322846,0.0006022878],"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":[0.0015020398,0.00072069524,0.050834488,0.0009308362,0.00034969932,0.00021314198,0.00038037958,0.040731907,0.44149515,0.008849687,0.0020277116,0.45196432],"study_design_scores_gemma":[0.0002878715,0.0021054973,0.04148083,0.000105517596,0.00041193055,0.00080847193,0.00041617182,0.45932132,0.46907452,0.0048623807,0.020918211,0.00020732578],"about_ca_topic_score_codex":0.0036934845,"about_ca_topic_score_gemma":0.004624996,"teacher_disagreement_score":0.0036934845,"about_ca_system_score_codex":0.00065587077,"about_ca_system_score_gemma":0.00083840836,"threshold_uncertainty_score":0.008049667},"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":"W4220730163","doi":"10.3390/buildings12030330","title":"Finite Element Study of Hyperstructure Systems with Modular Light-Frame Construction in High-Rise Buildings","year":2022,"lang":"en","type":"article","venue":"Buildings","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":true,"ca_institutions":"Université du Québec à Chicoutimi; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Shear wall; Modular design; Finite element method; Frame (networking); Engineering; Structural system; Prefabrication; Structural load; Seismic loading; High rise; Computer science; Mechanical engineering","score_opus":0.005094176848330661,"score_gpt":0.18730991583310802,"score_spread":0.18221573898477736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220730163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7243457,0.0007214724,0.25014102,0.00039143674,0.00012240287,0.00016799573,0.0002348328,0.00026724205,0.023607895],"genre_scores_gemma":[0.97983027,0.00021144921,0.015165756,0.000049056747,0.000017731561,0.00008755717,0.00013005521,0.00004240413,0.0044656396],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958116,0.00012425697,0.000015329786,0.00006045271,0.00013238443,0.00008643411],"domain_scores_gemma":[0.9994624,0.0002333306,0.00009065222,0.000045944642,0.00010561943,0.00006205802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005699907,0.000690921,0.001032323,0.00080524216,0.000647742,0.0011822067,0.0010688453,0.0022805843,0.0031910222],"category_scores_gemma":[0.0010255758,0.0006199908,0.0011606932,0.00051297346,0.0012342487,0.000727963,0.0007575571,0.0006433707,0.00043714288],"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":[0.00003346177,0.00005439224,0.001679246,0.00004468789,0.000024353081,0.00015402399,0.00009496819,0.99031234,0.003970343,0.0015488709,0.0001189302,0.0019645318],"study_design_scores_gemma":[0.000005022562,0.00003401145,0.00045993313,0.000008356329,0.0000055514324,0.00001767064,0.00005725418,0.9986432,0.00029763122,0.00019655588,0.00026877588,0.000006011346],"about_ca_topic_score_codex":0.009849293,"about_ca_topic_score_gemma":0.0067112017,"teacher_disagreement_score":0.009849293,"about_ca_system_score_codex":0.0006023992,"about_ca_system_score_gemma":0.0009825976,"threshold_uncertainty_score":0.01958388},"labels":[],"label_agreement":null},{"id":"W4220739590","doi":"10.1016/j.buildenv.2022.108966","title":"A review of advances towards efficient reduced-order models (ROM) for predicting urban airflow and pollutant dispersion","year":2022,"lang":"en","type":"review","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Airflow; Computer science; Boundary value problem; Dispersion (optics); Curse of dimensionality; Flow (mathematics); Mathematical optimization; Simulation; Machine learning; Engineering; Aerospace engineering; Mathematics; Mechanical engineering","score_opus":0.027158995864820578,"score_gpt":0.2702746773833844,"score_spread":0.24311568151856383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220739590","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":[0.00065502495,0.98858213,0.00829129,0.00029833376,0.0003852076,0.000014696032,0.00023346092,0.00008328363,0.0014565601],"genre_scores_gemma":[0.003387049,0.98881394,0.0065091834,0.00014170534,0.0002978976,0.000019522808,0.00027119336,0.000016240856,0.0005432473],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997954,0.000027687214,0.000031599953,0.0000555561,0.00007576142,0.000014009162],"domain_scores_gemma":[0.99932504,0.00037898202,0.00006965802,0.000034565925,0.00017013344,0.000021631091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073211145,0.0015852088,0.0018425777,0.0013122539,0.00022339953,0.00095646706,0.0013417944,0.0010280644,0.0022281958],"category_scores_gemma":[0.001376119,0.0005863841,0.0010373598,0.002580407,0.00027194608,0.0013667132,0.00064794207,0.0013338876,0.0014762726],"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":[0.00006261374,0.000119300974,0.0004316211,0.024960997,0.00026285806,0.00007589178,0.000040505813,0.017353589,0.0032121644,0.0084836,0.018587263,0.92640966],"study_design_scores_gemma":[0.000044362438,0.0003306956,0.0018834193,0.007373843,0.0009536871,0.00045790494,0.000101950965,0.021904305,0.004360641,0.012931289,0.94950503,0.00015290415],"about_ca_topic_score_codex":0.003036117,"about_ca_topic_score_gemma":0.0029748247,"teacher_disagreement_score":0.003036117,"about_ca_system_score_codex":0.00035976153,"about_ca_system_score_gemma":0.0011832871,"threshold_uncertainty_score":0.0074540973},"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":"W4224136267","doi":"10.3390/atmos13040621","title":"Experimental Investigation of the Near-Surface Flow Dynamics in Downburst-like Impinging Jets Immersed in ABL-like Winds","year":2022,"lang":"en","type":"article","venue":"Atmosphere","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Ontario Tech University; Western University","funders":"European Research Council; European Commission; Canada Foundation for Innovation","keywords":"Outflow; Meteorology; Mechanics; Flow (mathematics); Jet (fluid); Turbulence; Physics; Superposition principle; Boundary layer; Planetary boundary layer; Vortex; Geology; Atmospheric sciences","score_opus":0.00707796664705275,"score_gpt":0.20387906369230888,"score_spread":0.1968010970452561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224136267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99945074,0.000017635966,0.00033837557,0.0000031182813,0.0000032125631,0.0000042578217,0.000026993208,0.000005570879,0.00015001584],"genre_scores_gemma":[0.9988901,0.000044072225,0.000705076,0.0000046397813,0.000003825285,0.000012082137,0.00008122822,0.0000040509476,0.00025489312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998667,0.000013087956,0.000007639614,0.000034909805,0.000033857432,0.000043823464],"domain_scores_gemma":[0.99978966,0.000059752216,0.00004114154,0.000026176253,0.000030649466,0.00005269103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015723029,0.00022058512,0.00020786843,0.00016539899,0.00031092725,0.00025071425,0.0001931183,0.00022969846,0.0007514596],"category_scores_gemma":[0.00023860198,0.00010477012,0.0001329453,0.00012532198,0.00039556442,0.00020808933,0.0004267557,0.00037963942,0.000082840954],"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":[0.00033186073,0.0003735415,0.009126057,0.000036781323,0.000007209277,0.00025276843,0.000319882,0.0023023137,0.98404354,0.00020278482,0.000052247993,0.0029510576],"study_design_scores_gemma":[0.00012167105,0.0059914473,0.17710936,0.000029079552,0.000045943867,0.00032127963,0.0012490726,0.060304124,0.7531609,0.00030597262,0.0013141152,0.00004707634],"about_ca_topic_score_codex":0.0005823397,"about_ca_topic_score_gemma":0.0006949877,"teacher_disagreement_score":0.0007514596,"about_ca_system_score_codex":0.00010137151,"about_ca_system_score_gemma":0.000095846524,"threshold_uncertainty_score":0.0025138855},"labels":[],"label_agreement":null},{"id":"W4224228288","doi":"10.3390/data7040042","title":"Climate Data to Support the Adaptation of Buildings to Climate Change in Canada","year":2022,"lang":"en","type":"article","venue":"Data","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"Infrastructure Canada; Environment and Climate Change Canada","keywords":"Climate change; Environmental science; Climate model; Range (aeronautics); Climatology; Meteorology; Adaptation (eye); Extreme weather; Environmental resource management; Computer science; Geography; Engineering; Ecology; Geology","score_opus":0.09060035913212995,"score_gpt":0.2827019086819242,"score_spread":0.19210154954979425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224228288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68419325,0.00069923006,0.014198805,0.00097131165,0.00010890438,0.00030171813,0.24669138,0.00201054,0.050824933],"genre_scores_gemma":[0.909082,0.00051295356,0.0143545,0.00008925364,0.000010538793,0.00012239708,0.06871019,0.00017571992,0.006942442],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99966633,0.000028889122,0.000014497742,0.000029722933,0.00018210003,0.00007847637],"domain_scores_gemma":[0.9987337,0.000080547994,0.000041618718,0.00007949986,0.0009953703,0.00006926831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005017531,0.00026745145,0.0001989343,0.0007062636,0.0009054047,0.000570244,0.0007211459,0.00020430968,0.0028672938],"category_scores_gemma":[0.0021970242,0.0001633645,0.00043198367,0.0021385278,0.00012760845,0.0003226413,0.00033777152,0.00033699346,0.0003631081],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038019998,0.00020424249,0.2782297,0.00047838668,0.00025842196,0.0002095361,0.00062579906,0.5099192,0.0037539531,0.0074183107,0.067408785,0.13111344],"study_design_scores_gemma":[0.00010593178,0.000049783404,0.5446187,0.00014186652,0.00010323185,0.000037541628,0.0006561666,0.33987117,0.004645474,0.0011562835,0.10849114,0.00012263915],"about_ca_topic_score_codex":0.992447,"about_ca_topic_score_gemma":0.99461836,"teacher_disagreement_score":0.016166525,"about_ca_system_score_codex":0.016166525,"about_ca_system_score_gemma":0.028887168,"threshold_uncertainty_score":0.117296875},"labels":[],"label_agreement":null},{"id":"W4224917681","doi":"10.1016/j.jweia.2022.105003","title":"A new analytical model for wind flow in canopies","year":2022,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Western University","funders":"Canada Research Chairs; Ontario Centres of Excellence","keywords":"Turbulence; Planetary boundary layer; Flow (mathematics); Boundary layer; Meteorology; Airflow; Drag; Canopy; Environmental science; Roughness length; Mechanics; Drag coefficient; Turbulence modeling; Scale (ratio); Wind speed; Atmospheric sciences; Wind profile power law; Geology; Physics; Geography","score_opus":0.019157277731918086,"score_gpt":0.20969723835970466,"score_spread":0.19053996062778658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224917681","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":[0.032648396,0.00085918815,0.9247215,0.00050653704,0.00048115675,0.00011573896,0.00022800802,0.0002937831,0.040145755],"genre_scores_gemma":[0.7804043,0.0024526317,0.12143562,0.0003472178,0.00046771677,0.0005062807,0.00044558998,0.00039657715,0.09354398],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998216,0.000029946197,0.000010689565,0.00003660759,0.00006591975,0.00003518621],"domain_scores_gemma":[0.9998616,0.000041513413,0.0000127601525,0.0000112639955,0.000058825364,0.0000139558415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027208717,0.0010213524,0.0007709747,0.00092382735,0.00088392553,0.001385887,0.0018691693,0.0017143642,0.0039559654],"category_scores_gemma":[0.0009727547,0.0005357185,0.0010575006,0.0008994918,0.0007523689,0.0022029171,0.00085517473,0.0011398168,0.0008782533],"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":[0.000013050737,0.000038478054,0.0003067061,0.000057633642,0.000017537619,0.00016505743,0.00007621686,0.9361899,0.003917905,0.0473803,0.0014154329,0.010421724],"study_design_scores_gemma":[0.0000036012154,0.0000067420287,0.00005790656,0.0000045594315,0.0000048200527,0.000014421851,0.000012717133,0.99520665,0.00014810739,0.0031005794,0.0014344105,0.0000055301925],"about_ca_topic_score_codex":0.016091207,"about_ca_topic_score_gemma":0.012723875,"teacher_disagreement_score":0.016091207,"about_ca_system_score_codex":0.0010000151,"about_ca_system_score_gemma":0.0011383991,"threshold_uncertainty_score":0.031995058},"labels":[],"label_agreement":null},{"id":"W4225102333","doi":"10.3390/atmos13020214","title":"Estimating Urban Wind Speeds and Wind Power Potentials Based on Machine Learning with City Fast Fluid Dynamics Training Data","year":2022,"lang":"en","type":"article","venue":"Atmosphere","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wind power; Computational fluid dynamics; Environmental science; Renewable energy; Wind speed; Meteorology; Roof; Turbine; Train; Wind direction; Marine engineering; Engineering; Civil engineering; Geography; Aerospace engineering","score_opus":0.014992864714959541,"score_gpt":0.2168686222057251,"score_spread":0.20187575749076556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225102333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7741223,0.00015987206,0.22146268,0.00016534729,0.000042075368,0.00007704639,0.0010253158,0.0011690541,0.0017763146],"genre_scores_gemma":[0.95548195,0.000058252,0.042720992,0.000014040915,0.000010256303,0.000042347114,0.0011932531,0.000024832792,0.000454185],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985313,0.000026276362,0.000009253581,0.000043885604,0.000033966935,0.000033450753],"domain_scores_gemma":[0.99951565,0.0002330437,0.000060671337,0.00004877962,0.00010752933,0.000034414687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417675,0.00067857385,0.00036385446,0.0013799781,0.00039905065,0.0004744193,0.0005149389,0.00049685437,0.00059834396],"category_scores_gemma":[0.0016291327,0.00033262078,0.00045639963,0.0009865443,0.0002974195,0.00066059286,0.0003823207,0.00047761088,0.00019963202],"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":[0.00004212801,0.00007832108,0.027264804,0.000018335026,0.000025366531,0.00007407981,0.00003574908,0.93146,0.0011348423,0.00046086928,0.00051201525,0.038893465],"study_design_scores_gemma":[0.0000015667838,0.00000359186,0.0023778416,0.0000013835022,0.0000013894523,0.0000031758873,0.0000089063,0.9971527,0.00024758757,0.00012405575,0.00007510761,0.0000026720809],"about_ca_topic_score_codex":0.05451527,"about_ca_topic_score_gemma":0.070430085,"teacher_disagreement_score":0.05451527,"about_ca_system_score_codex":0.00072039233,"about_ca_system_score_gemma":0.000946667,"threshold_uncertainty_score":0.108395934},"labels":[],"label_agreement":null},{"id":"W4226018633","doi":"10.1007/978-981-19-0656-5_45","title":"Aerodynamic Mitigation of Low-Rise Building Roofs","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Aerodynamics; Architectural engineering; Environmental science; Aerospace engineering; Engineering; Aeronautics","score_opus":0.003932023899099519,"score_gpt":0.181949666877676,"score_spread":0.17801764297857647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226018633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7465373,0.0029328691,0.17044918,0.0004916868,0.00041245477,0.0000475267,0.00020205119,0.0015742241,0.077352606],"genre_scores_gemma":[0.9832803,0.00034849238,0.008035518,0.000027084207,0.000044366803,0.0000068052263,0.0000785385,0.000054192828,0.008124616],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998385,0.000023715605,0.0000022483553,0.000017094584,0.00006320538,0.000055217155],"domain_scores_gemma":[0.99988663,0.000022682794,0.000012407129,0.000022947786,0.000036830872,0.000018481614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013000764,0.00045547518,0.00041364168,0.00026343667,0.0004680328,0.0004986131,0.000546621,0.00033478666,0.004414996],"category_scores_gemma":[0.00016406964,0.0001192102,0.00030688226,0.00016206605,0.0002037533,0.00024050134,0.00046563963,0.00045164136,0.0007898291],"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":[0.00033348467,0.00030253895,0.0041186614,0.0003399651,0.00008018495,0.00043702242,0.00021410457,0.21125993,0.33434874,0.008902658,0.007938456,0.4317243],"study_design_scores_gemma":[0.00009429756,0.0019262936,0.06814614,0.00024207169,0.00026047914,0.0010273585,0.0014659045,0.55543435,0.29969448,0.010296085,0.06131626,0.00009625228],"about_ca_topic_score_codex":0.0010893896,"about_ca_topic_score_gemma":0.0026653619,"teacher_disagreement_score":0.004414996,"about_ca_system_score_codex":0.00018731385,"about_ca_system_score_gemma":0.00024736137,"threshold_uncertainty_score":0.014769673},"labels":[],"label_agreement":null},{"id":"W4226097817","doi":"10.3390/civileng3020017","title":"Climate Change Effects on Heating and Cooling Demands of Buildings in Canada","year":2022,"lang":"en","type":"article","venue":"CivilEng","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Heating degree day; Climate change; Environmental science; Human health; Global warming; Energy demand; Degree (music); Climatology; Extreme weather; Meteorology; Geography; Natural resource economics; Energy consumption; Engineering; Environmental health; Economics; Medicine; Ecology","score_opus":0.008436763262704311,"score_gpt":0.19454244577284338,"score_spread":0.18610568251013906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226097817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970175,0.00010945133,0.0000685423,0.00008134749,0.0000025863594,0.000009722135,0.0011215177,0.000006463658,0.0015827644],"genre_scores_gemma":[0.9983919,0.00011950141,0.00007997667,0.000013134749,0.0000010450539,0.00000430145,0.00070850644,0.0000024458695,0.0006791051],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996898,0.00002083094,0.0000112957705,0.000039182545,0.00012521207,0.00011363533],"domain_scores_gemma":[0.99910825,0.00011955796,0.00010527886,0.000023088858,0.00048473,0.00015901258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026813903,0.00021764816,0.00021210044,0.0006151224,0.0013996736,0.00081498927,0.00047821066,0.00022748041,0.0012226484],"category_scores_gemma":[0.0011239402,0.00017563501,0.0003624406,0.0016429448,0.0004528271,0.00020595595,0.00035323025,0.00030344748,0.000114727736],"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":[0.00025000793,0.00006932314,0.96066123,0.00005505738,0.000090669404,0.0002712905,0.0011419147,0.024500443,0.0017892703,0.00044575048,0.0015965169,0.009128565],"study_design_scores_gemma":[0.000006160973,0.000019459316,0.9915639,0.0000065251697,0.000011477328,0.000027188802,0.00096943195,0.0060960785,0.00025093966,0.00003635791,0.0009987375,0.000013824643],"about_ca_topic_score_codex":0.99474806,"about_ca_topic_score_gemma":0.9970239,"teacher_disagreement_score":0.026234122,"about_ca_system_score_codex":0.026234122,"about_ca_system_score_gemma":0.016457474,"threshold_uncertainty_score":0.19034278},"labels":[],"label_agreement":null},{"id":"W4229071601","doi":"10.1016/j.jweia.2022.104988","title":"Assessment of the aerodynamic performance of unconventional building shapes using 3D steady RANS with SST k-ω turbulence model","year":2022,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Mitacs; Government of Ontario; University of Toronto; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Reynolds-averaged Navier–Stokes equations; Aerodynamics; Computational fluid dynamics; Turbulence; Detached eddy simulation; Large eddy simulation; Engineering; Mechanics; Structural engineering; Aerospace engineering; Physics","score_opus":0.014355137449450578,"score_gpt":0.2100589032753819,"score_spread":0.19570376582593133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229071601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864536,0.00007441001,0.009085611,0.000053020143,0.0000263225,0.000019662873,0.0002816186,0.0003209616,0.0036847822],"genre_scores_gemma":[0.99670535,0.000025485748,0.0026604836,0.000006536287,0.0000022722327,0.000008111764,0.00016609716,0.00002563349,0.0004000961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999793,0.000046546502,0.00001643049,0.00003055903,0.00007384366,0.000039551865],"domain_scores_gemma":[0.9993543,0.00024032498,0.000058537822,0.0001406906,0.00014904312,0.0000572113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004226833,0.0006710869,0.0005369608,0.00040787976,0.0004814069,0.00074484164,0.00051673286,0.0010097154,0.0017393031],"category_scores_gemma":[0.0010840343,0.00031193823,0.0007354271,0.00037484584,0.0005478259,0.0006388422,0.000553257,0.00044225535,0.00038323697],"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":[0.00020266081,0.00007815059,0.0044097053,0.00004487212,0.00002597742,0.00019447017,0.000056585788,0.97718173,0.009688903,0.0004629583,0.00024238281,0.007411463],"study_design_scores_gemma":[0.000012467889,0.000110351095,0.00395269,0.0000054125176,0.000008389486,0.000025843801,0.000044376106,0.99341726,0.0021800087,0.0000812659,0.0001455586,0.000016397238],"about_ca_topic_score_codex":0.007856149,"about_ca_topic_score_gemma":0.007107912,"teacher_disagreement_score":0.007856149,"about_ca_system_score_codex":0.0002866922,"about_ca_system_score_gemma":0.0005028975,"threshold_uncertainty_score":0.015620887},"labels":[],"label_agreement":null},{"id":"W4230449234","doi":"10.22215/etd/2014-10103","title":"Proof-of-Concept Inverse Micro-Scale Dispersion Modelling for Fugitive Emissions Quantification in Industrial Facilities","year":2014,"lang":"en","type":"dissertation","venue":"","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":"Carleton University","funders":"","keywords":"Inverse; Atmospheric dispersion modeling; Regularization (linguistics); Inverse problem; Dispersion (optics); Environmental science; Function (biology); Algorithm; Mathematics; Computer science; Air pollution; Physics; Optics; Chemistry; Mathematical analysis; Geometry; Artificial intelligence","score_opus":0.04250285438044327,"score_gpt":0.25742963449430706,"score_spread":0.2149267801138638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230449234","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":[0.38686013,0.00022761538,0.60793006,0.00021842578,0.000056956895,0.00020633623,0.0002118182,0.0008560429,0.0034326382],"genre_scores_gemma":[0.82081175,0.00014372457,0.17745142,0.000027074153,0.0000053996387,0.00014123396,0.00010826367,0.000028345286,0.0012827463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999703,0.000026882217,0.000007744234,0.00004543997,0.00019544226,0.000021410146],"domain_scores_gemma":[0.9996706,0.00011746128,0.000054630036,0.00003911877,0.000101597856,0.000016599319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007273337,0.00043792493,0.00043387647,0.0002326671,0.0002478399,0.00053259975,0.00083432277,0.0008313642,0.000834535],"category_scores_gemma":[0.0008290684,0.00023912739,0.00040666998,0.00016942805,0.00045687042,0.0008219038,0.00049664296,0.0007789989,0.00023048758],"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":[0.00016731095,0.00025288653,0.0023636606,0.00033381057,0.00002265947,0.00024450626,0.00012086543,0.5257253,0.4298694,0.0050304555,0.0006126643,0.03525643],"study_design_scores_gemma":[0.000028823522,0.00019546702,0.0010392095,0.000013923716,0.0000100403795,0.00007956183,0.00003005292,0.82428974,0.17191619,0.0006929963,0.0016798412,0.000024194165],"about_ca_topic_score_codex":0.0022067062,"about_ca_topic_score_gemma":0.0017703435,"teacher_disagreement_score":0.0022067062,"about_ca_system_score_codex":0.0006029845,"about_ca_system_score_gemma":0.0006272287,"threshold_uncertainty_score":0.0043876767},"labels":[],"label_agreement":null},{"id":"W4232229023","doi":"10.32920/ryerson.14653311.v1","title":"Modeling of Gust Energy Extractions through Aeroelastic Tailoring","year":2021,"lang":"en","type":"preprint","venue":"","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":"Toronto Metropolitan University","funders":"","keywords":"Aeroelasticity; Energy (signal processing); Structural engineering; Computer science; Engineering; Aerospace engineering; Aerodynamics; Physics","score_opus":0.032699934150561175,"score_gpt":0.24638061001550546,"score_spread":0.21368067586494427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232229023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7007507,0.0006598376,0.25689903,0.00046279124,0.00008039126,0.00013513441,0.00076103484,0.0006948144,0.03955637],"genre_scores_gemma":[0.9906786,0.00022194324,0.002732694,0.0000233334,0.000011737739,0.000029567887,0.00012640469,0.000057804828,0.0061178594],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998833,0.000018673496,0.0000075856533,0.000021987464,0.00003342654,0.000035029774],"domain_scores_gemma":[0.99980026,0.000081704326,0.000031032618,0.000017408716,0.000042081814,0.000027525592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019975199,0.0007698488,0.000713282,0.0004112596,0.00051646767,0.0010784407,0.0008539781,0.0012749885,0.0019665116],"category_scores_gemma":[0.00071827037,0.00050921744,0.00084678637,0.00056287483,0.00058647967,0.0010486401,0.0007162921,0.00065217627,0.00021706974],"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":[0.000016344487,0.000010501473,0.0002917642,0.000007672468,0.0000070465244,0.000030734216,0.0000082190745,0.99712414,0.0011981068,0.00053253456,0.00003566895,0.0007373016],"study_design_scores_gemma":[0.0000036361766,0.00000444368,0.00018217515,0.0000010934392,0.000002297673,0.0000035083008,0.0000032022806,0.99926823,0.0002833127,0.00018294014,0.00006295751,0.000002241551],"about_ca_topic_score_codex":0.033659168,"about_ca_topic_score_gemma":0.010363348,"teacher_disagreement_score":0.033659168,"about_ca_system_score_codex":0.000848994,"about_ca_system_score_gemma":0.00085442414,"threshold_uncertainty_score":0.06692648},"labels":[],"label_agreement":null},{"id":"W4232329441","doi":"10.32920/ryerson.14648835","title":"The effect of an enclosure retrofit on a multi-unit residential building: single case study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University; Sciencetech (Canada)","funders":"","keywords":"Enclosure; Cabin pressurization; Leakage (economics); Engineering; Architectural engineering; Environmental science; Airflow; Forensic engineering; Structural engineering; Mechanical engineering; Electrical engineering","score_opus":0.03291209699391098,"score_gpt":0.2893059662508064,"score_spread":0.25639386925689545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232329441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480176,0.00014108137,0.0018255075,0.00008361457,0.000014251415,0.000161986,0.00006162101,0.000030877498,0.0028793693],"genre_scores_gemma":[0.9938116,0.0002472944,0.0037710504,0.000033143428,0.0000100417155,0.00005317612,0.000044150398,0.000016447324,0.0020129038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998103,0.00072657445,0.000094436036,0.000207846,0.0006339305,0.00023410935],"domain_scores_gemma":[0.99688786,0.001581105,0.0004359341,0.00032370148,0.00046059763,0.0003108017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013968353,0.0006501826,0.0005505358,0.0010371123,0.0016750857,0.0012378326,0.0013942112,0.002329054,0.0030353349],"category_scores_gemma":[0.0032966828,0.00037194596,0.0007384584,0.000758742,0.0010185281,0.00074645004,0.0010703942,0.0008530697,0.00047575563],"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":[0.0028448084,0.0090682795,0.26052022,0.0021593228,0.0005358675,0.21313183,0.013434767,0.23465475,0.078519516,0.0062146755,0.0043215416,0.17459457],"study_design_scores_gemma":[0.0005436826,0.047589872,0.3748369,0.0008607371,0.0009916051,0.12867826,0.07837386,0.1599708,0.15200219,0.0023107524,0.053198744,0.0006426287],"about_ca_topic_score_codex":0.0055895275,"about_ca_topic_score_gemma":0.013867527,"teacher_disagreement_score":0.0055895275,"about_ca_system_score_codex":0.0012999455,"about_ca_system_score_gemma":0.000783947,"threshold_uncertainty_score":0.011113942},"labels":[],"label_agreement":null},{"id":"W4232501036","doi":"10.1007/978-1-4615-0407-8","title":"Turbulent Jets and Plumes","year":2003,"lang":"en","type":"book","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":189,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Buoyancy; Turbulence; Volcano; Geology; Plume; Momentum (technical analysis); Meteorology; Shear (geology); Atmospheric sciences; Mechanics; Oceanography; Seismology; Petrology; Physics","score_opus":0.008022628251849412,"score_gpt":0.191917439246978,"score_spread":0.18389481099512858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232501036","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":[0.0023695317,0.21830231,0.07454706,0.0031260985,0.009481409,0.0000769828,0.00012926578,0.0007023004,0.691265],"genre_scores_gemma":[0.0211007,0.07851238,0.016296318,0.00140941,0.0036419132,0.000073967196,0.00020860552,0.00032077212,0.878436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986947,0.000011907028,0.0000047082544,0.000019899468,0.00008422755,0.0000096613085],"domain_scores_gemma":[0.99993265,0.000021900714,0.0000037357313,0.000012233395,0.000020564166,0.000008944128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018190118,0.0009946034,0.00073207205,0.0012965298,0.0005988457,0.0020923174,0.0008187504,0.0010306186,0.010740035],"category_scores_gemma":[0.0003924142,0.0004541516,0.00047096354,0.0013076476,0.0013447272,0.0025211256,0.0008208519,0.0017334784,0.0068409326],"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":[0.000026441521,0.000053283908,0.00010282003,0.00030973635,0.000013955458,0.00018825645,0.0003970331,0.002589567,0.0044036894,0.43802327,0.21984589,0.33404607],"study_design_scores_gemma":[0.000006663814,0.000024823192,0.00018208007,0.00011661929,0.000009629215,0.00030420235,0.0000684639,0.001816011,0.0009653867,0.12761481,0.8688764,0.0000148609215],"about_ca_topic_score_codex":0.0011001141,"about_ca_topic_score_gemma":0.0019469126,"teacher_disagreement_score":0.010740035,"about_ca_system_score_codex":0.0005487907,"about_ca_system_score_gemma":0.00048154732,"threshold_uncertainty_score":0.035929024},"labels":[],"label_agreement":null},{"id":"W4233290186","doi":"10.22215/etd/2011-06921","title":"A wind tunnel study of atmospheric boundary layer effects on roof mounted solar panel arrays","year":2011,"lang":"en","type":"dissertation","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Wind tunnel; Roof; Boundary layer; Meteorology; Aerospace engineering; Engineering; Physics; Structural engineering","score_opus":0.01531463867076225,"score_gpt":0.23677829746810167,"score_spread":0.22146365879733942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233290186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987105,0.000019117993,0.00032023256,0.000015830443,0.000010814375,0.0000084547955,0.00014804742,0.000028250384,0.00073868956],"genre_scores_gemma":[0.9989237,0.000022004691,0.00033527802,0.0000063195894,0.000002823025,0.0000074223885,0.00017931528,0.0000074134746,0.00051576056],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995255,0.000013635122,0.0000027695592,0.0000072447706,0.000011026547,0.00001272585],"domain_scores_gemma":[0.9995474,0.0002413081,0.000030893032,0.000037590413,0.00008910145,0.00005369963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017730046,0.00024400144,0.0002402889,0.00012455415,0.0003023216,0.00027640842,0.00022081131,0.00034287627,0.0021158794],"category_scores_gemma":[0.00052341586,0.00017932181,0.0002438682,0.00014514278,0.00013416864,0.0002705604,0.00015106743,0.00037388757,0.00017598738],"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":[0.006346678,0.004524393,0.10105438,0.0004466858,0.0003028778,0.0024605726,0.00062673225,0.45731074,0.38175237,0.00089477364,0.0044604065,0.039819416],"study_design_scores_gemma":[0.00076073303,0.0062946985,0.21456976,0.000045580167,0.00014396437,0.0003207975,0.00069861335,0.71306294,0.061764482,0.000375683,0.0018683957,0.00009435311],"about_ca_topic_score_codex":0.006773032,"about_ca_topic_score_gemma":0.0063325455,"teacher_disagreement_score":0.006773032,"about_ca_system_score_codex":0.00011597484,"about_ca_system_score_gemma":0.00019315534,"threshold_uncertainty_score":0.013467193},"labels":[],"label_agreement":null},{"id":"W4234501016","doi":"10.32920/ryerson.14648100.v1","title":"A Numerical Study of the Effects of Overhangs on the Wind-Driven Rain Wetting of Building Facades","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Roof; Computational fluid dynamics; Wind speed; Meteorology; Environmental science; Fluent; Low-rise; Computer simulation; Marine engineering; Wind direction; Engineering; Structural engineering; Aerospace engineering; Simulation; Geography","score_opus":0.011583428316463563,"score_gpt":0.24054935586434678,"score_spread":0.22896592754788322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234501016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420434,0.00010680484,0.0036593918,0.00002248049,0.000013278741,0.000011707267,0.00008075619,0.000057584693,0.0018436385],"genre_scores_gemma":[0.99690884,0.00007935831,0.002453504,0.000003361401,0.000002575234,0.000005878052,0.00005391373,0.000006685021,0.0004857838],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993765,0.00000758862,0.0000041052826,0.000011835913,0.000018877028,0.000019971836],"domain_scores_gemma":[0.9996586,0.00019949256,0.00005370038,0.000034997596,0.00002824567,0.000024935583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015978298,0.0002728738,0.00036953908,0.00024299737,0.00026763204,0.0003911932,0.00018403411,0.00037170228,0.0011060549],"category_scores_gemma":[0.0005558454,0.000113681526,0.00027568123,0.00029237627,0.0003724608,0.00020948044,0.00025298144,0.0002374636,0.00008216874],"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":[0.00021357443,0.00018739639,0.015723104,0.00018588062,0.000034578145,0.00051795295,0.00014154828,0.83805835,0.120327786,0.0011636412,0.0002759018,0.023170235],"study_design_scores_gemma":[0.000024547293,0.0003290734,0.015849113,0.00001656748,0.000023208482,0.00011912976,0.00012863995,0.9621752,0.020460965,0.00022777125,0.00062838075,0.00001749424],"about_ca_topic_score_codex":0.002673484,"about_ca_topic_score_gemma":0.0019323354,"teacher_disagreement_score":0.002673484,"about_ca_system_score_codex":0.00018930217,"about_ca_system_score_gemma":0.0002387499,"threshold_uncertainty_score":0.0053159},"labels":[],"label_agreement":null},{"id":"W4234661091","doi":"10.35940/ijitee.b7910.129219","title":"Structural Response of Tall Buildings under Dynamic Wind Loading (Various Codal Provisions)","year":2019,"lang":"en","type":"article","venue":"International Journal of Innovative Technology and Exploring Engineering","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":"Structural engineering; Hull; Engineering; Structural dynamics; Displacement (psychology); Marine engineering; Finite element method","score_opus":0.009565195830530242,"score_gpt":0.23075372849879552,"score_spread":0.22118853266826527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234661091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794275,0.000023776522,0.00082697876,0.000007729773,0.000004363879,0.0000058146584,0.00012212877,0.00001625096,0.0010502571],"genre_scores_gemma":[0.9991147,0.000022161978,0.0002782418,0.0000025640581,9.15517e-7,0.0000031050918,0.00014461351,0.000002604367,0.00043106606],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998118,0.000019592982,0.000010833303,0.000026325491,0.000084034866,0.000047419657],"domain_scores_gemma":[0.9998097,0.0000464975,0.000035254106,0.000025446132,0.00005650152,0.000026650387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019085576,0.00033732867,0.00020125903,0.00048455733,0.00028245413,0.00037721207,0.00018835028,0.0003693702,0.001776368],"category_scores_gemma":[0.00037166596,0.00014056345,0.0002889652,0.00030696363,0.00024464438,0.000220999,0.0003002775,0.0001913448,0.00030091457],"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":[0.0013447957,0.00041181917,0.32386935,0.00030775164,0.000121809586,0.0015377351,0.0014128888,0.2645888,0.31630716,0.00087729335,0.0012098189,0.088010706],"study_design_scores_gemma":[0.000021151143,0.001994393,0.81213516,0.000045209705,0.00009829214,0.00049995526,0.0029284775,0.12983479,0.050223023,0.00046694578,0.0016943393,0.00005837451],"about_ca_topic_score_codex":0.0047154995,"about_ca_topic_score_gemma":0.010139007,"teacher_disagreement_score":0.0047154995,"about_ca_system_score_codex":0.00016989995,"about_ca_system_score_gemma":0.00012219207,"threshold_uncertainty_score":0.009376109},"labels":[],"label_agreement":null},{"id":"W4235289639","doi":"10.32920/ryerson.14653311","title":"Modeling of Gust Energy Extractions through Aeroelastic Tailoring","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Aeroelasticity; Energy (signal processing); Architectural engineering; Aerospace engineering; Computer science; Structural engineering; Environmental science; Engineering; Aerodynamics; Physics","score_opus":0.032699934150561175,"score_gpt":0.24638061001550546,"score_spread":0.21368067586494427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235289639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7007507,0.0006598376,0.25689903,0.00046279124,0.00008039126,0.00013513441,0.00076103484,0.0006948144,0.03955637],"genre_scores_gemma":[0.9906786,0.00022194324,0.002732694,0.0000233334,0.000011737739,0.000029567887,0.00012640469,0.000057804828,0.0061178594],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998833,0.000018673496,0.0000075856533,0.000021987464,0.00003342654,0.000035029774],"domain_scores_gemma":[0.99980026,0.000081704326,0.000031032618,0.000017408716,0.000042081814,0.000027525592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019975199,0.0007698488,0.000713282,0.0004112596,0.00051646767,0.0010784407,0.0008539781,0.0012749885,0.0019665116],"category_scores_gemma":[0.00071827037,0.00050921744,0.00084678637,0.00056287483,0.00058647967,0.0010486401,0.0007162921,0.00065217627,0.00021706974],"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":[0.000016344487,0.000010501473,0.0002917642,0.000007672468,0.0000070465244,0.000030734216,0.0000082190745,0.99712414,0.0011981068,0.00053253456,0.00003566895,0.0007373016],"study_design_scores_gemma":[0.0000036361766,0.00000444368,0.00018217515,0.0000010934392,0.000002297673,0.0000035083008,0.0000032022806,0.99926823,0.0002833127,0.00018294014,0.00006295751,0.000002241551],"about_ca_topic_score_codex":0.033659168,"about_ca_topic_score_gemma":0.010363348,"teacher_disagreement_score":0.033659168,"about_ca_system_score_codex":0.000848994,"about_ca_system_score_gemma":0.00085442414,"threshold_uncertainty_score":0.06692648},"labels":[],"label_agreement":null},{"id":"W4235484756","doi":"10.29252/jafm.11.01.28074","title":"Numerical Investigation of Turbulent Flow around a Recent Horizontal Axis Wind Turbine using Low and High Reynolds Models","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Fluid Mechanics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":24,"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":"Reynolds-averaged Navier–Stokes equations; Turbulence; Aerodynamics; Computational fluid dynamics; Mechanics; Turbine; Reynolds number; Physics; Meteorology; Aerospace engineering; Engineering","score_opus":0.016318744611904603,"score_gpt":0.21268187728908547,"score_spread":0.19636313267718086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235484756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99378467,0.000065301334,0.0050719804,0.000027028125,0.000009788546,0.000013856874,0.000047147554,0.000058825,0.00092131895],"genre_scores_gemma":[0.99627244,0.000041890555,0.0032884465,0.0000033193717,0.0000032231906,0.000009790989,0.00006715128,0.000006868092,0.00030693784],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981505,0.00006209566,0.000020937161,0.000028713552,0.000047913894,0.000025263227],"domain_scores_gemma":[0.9993236,0.00038243955,0.000085151376,0.00005660902,0.00010351271,0.000048686972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056442287,0.00036913328,0.00054544635,0.00046166152,0.0004508931,0.0006194253,0.0003923362,0.00068110134,0.0005815382],"category_scores_gemma":[0.0010221058,0.00020116792,0.00046006968,0.00037910618,0.0006068878,0.000430005,0.00027670187,0.00034357223,0.000120349745],"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":[0.0003170669,0.00025073517,0.023969546,0.00011719913,0.000047112197,0.0005750864,0.00023036904,0.90926236,0.051477756,0.0016546629,0.00023550911,0.011862697],"study_design_scores_gemma":[0.00003421065,0.0005719535,0.011152436,0.000007974589,0.00001931971,0.000057368165,0.00006826803,0.97956914,0.008110395,0.00017973714,0.00020981161,0.000019479223],"about_ca_topic_score_codex":0.0037362168,"about_ca_topic_score_gemma":0.0028361443,"teacher_disagreement_score":0.0037362168,"about_ca_system_score_codex":0.00034927274,"about_ca_system_score_gemma":0.000280964,"threshold_uncertainty_score":0.007428944},"labels":[],"label_agreement":null},{"id":"W4236760585","doi":"10.1121/1.4799699","title":"Investigations on the sensitivity of the relationships between sound absorption characteristics and microstructure related parameters for polyurethane foams","year":2013,"lang":"en","type":"article","venue":"Proceedings of meetings on acoustics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Microstructure; Materials science; Porosity; Sensitivity (control systems); Absorption (acoustics); Acoustics; Noise reduction coefficient; Optical microscope; Composite material; Airflow; Attenuation coefficient; Acoustic impedance; Optics; Scanning electron microscope; Electronic engineering; Mechanical engineering; Physics; Ultrasonic sensor","score_opus":0.020919282469095517,"score_gpt":0.21137502532922064,"score_spread":0.19045574286012512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236760585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88667595,0.00046032498,0.111299716,0.00006403165,0.000016610393,0.00007154953,0.00020764823,0.0003290538,0.00087505253],"genre_scores_gemma":[0.99624497,0.0001361426,0.0033815128,0.0000070250867,0.000003956291,0.000021280366,0.000071183196,0.0000129384,0.00012105309],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991327,0.00020901144,0.000054122134,0.00018405342,0.00035429012,0.00006585435],"domain_scores_gemma":[0.9930239,0.0057207025,0.00044908156,0.00049217173,0.0002818929,0.000032200474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012106467,0.00069959287,0.0005794259,0.0007108194,0.00020096851,0.00046221504,0.0004993294,0.00083797146,0.00046796037],"category_scores_gemma":[0.0070077935,0.00040391024,0.0008274107,0.00047265767,0.00055115874,0.000658866,0.00057207444,0.000761039,0.00014200482],"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":[0.00036825798,0.00023247946,0.012212288,0.0003460239,0.00018273992,0.00036854803,0.00029803507,0.5374149,0.42176244,0.00087336916,0.00008957037,0.025851373],"study_design_scores_gemma":[0.000008471253,0.000526617,0.0113160685,0.000017397671,0.00004121999,0.00027338177,0.000059104856,0.7680989,0.21816781,0.001136519,0.00030290906,0.000051635914],"about_ca_topic_score_codex":0.0010944392,"about_ca_topic_score_gemma":0.0005027808,"teacher_disagreement_score":0.0012106467,"about_ca_system_score_codex":0.00031381953,"about_ca_system_score_gemma":0.00017725551,"threshold_uncertainty_score":0.006402552},"labels":[],"label_agreement":null},{"id":"W4237035310","doi":"10.5194/essd-2017-97-rc2","title":"review of the paper \"The Alberta Smoke Plume Observation Study\"","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smoke; Environmental science; Physics; Meteorology","score_opus":0.04510369871708756,"score_gpt":0.2769347092989813,"score_spread":0.23183101058189373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237035310","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":[0.0022793103,0.55146724,0.0046902946,0.17609614,0.235465,0.000102864746,0.006839069,0.00032027776,0.02273978],"genre_scores_gemma":[0.018838523,0.632554,0.0041531916,0.08519488,0.16401628,0.00018635656,0.010534285,0.00090807816,0.0836145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964742,0.00046355263,0.00022563826,0.0006163629,0.0019883025,0.0002319604],"domain_scores_gemma":[0.97991,0.0049797036,0.00093278894,0.0009851328,0.011996212,0.0011961763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053775623,0.001055835,0.0012058296,0.006203429,0.0013869321,0.0032703746,0.002757241,0.003199238,0.010109928],"category_scores_gemma":[0.02007442,0.00044286012,0.0006916984,0.009020424,0.0025016884,0.0018468536,0.0025229154,0.002689636,0.0057962416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050112114,0.000012063172,0.0004868599,0.002174301,0.00005231415,0.00007808625,0.00013367068,0.00024082232,0.00036990782,0.004054505,0.93182373,0.060523637],"study_design_scores_gemma":[0.0000058677488,0.000009104413,0.0027088115,0.0013596115,0.00004151802,0.000055334636,0.00013257086,0.00004924029,0.00018579814,0.00096853793,0.9944642,0.000019363692],"about_ca_topic_score_codex":0.15357248,"about_ca_topic_score_gemma":0.23015626,"teacher_disagreement_score":0.8464275,"about_ca_system_score_codex":0.0072551626,"about_ca_system_score_gemma":0.01979215,"threshold_uncertainty_score":0.30535722},"labels":[],"label_agreement":null},{"id":"W4238113649","doi":"10.32920/ryerson.14665497.v1","title":"Aerodynamic optimization of building augmented wind turbines","year":2021,"lang":"en","type":"preprint","venue":"","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":false,"ca_institutions":"Toronto Metropolitan University","funders":"Compute Canada","keywords":"Wind power; Renewable energy; Turbine; Aerodynamics; Environmental science; Wind speed; Marine engineering; Automotive engineering; Computer science; Meteorology; Engineering; Aerospace engineering; Electrical engineering; Geography","score_opus":0.009055127905091756,"score_gpt":0.22548321393943674,"score_spread":0.216428086034345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238113649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67929757,0.0005675418,0.2964049,0.00024388319,0.000096212054,0.00009848839,0.00031053217,0.00028130758,0.022699686],"genre_scores_gemma":[0.98805773,0.0001012926,0.009990177,0.000013854164,0.000007034412,0.000041732623,0.00007167174,0.00002352606,0.001692988],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998907,0.000038366306,0.000004650696,0.000014353762,0.00002619331,0.000025682493],"domain_scores_gemma":[0.9997404,0.00013712216,0.00004335467,0.000016559177,0.000040105617,0.000022291057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026185482,0.0005128713,0.00068898516,0.00027738756,0.00023589053,0.00072989624,0.0002887826,0.00065571134,0.0015362735],"category_scores_gemma":[0.0007151254,0.00035966292,0.00037463932,0.00025331453,0.0004640049,0.00032428774,0.00044552388,0.00030720545,0.0001879194],"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":[0.000014646789,0.000007510879,0.00015514661,0.000010716597,0.0000036664915,0.000021749996,0.0000041246594,0.9975484,0.0007490254,0.00027022435,0.00005511023,0.0011596525],"study_design_scores_gemma":[0.0000041824583,0.000024101506,0.00017469768,0.0000018430806,0.000002331817,0.0000045447896,0.000007094986,0.99930775,0.00017250273,0.00016408418,0.0001352877,0.0000016372074],"about_ca_topic_score_codex":0.0030574375,"about_ca_topic_score_gemma":0.0026183496,"teacher_disagreement_score":0.0030574375,"about_ca_system_score_codex":0.00027243994,"about_ca_system_score_gemma":0.00043690504,"threshold_uncertainty_score":0.006079316},"labels":[],"label_agreement":null},{"id":"W4239864460","doi":"10.32920/ryerson.14654037","title":"Three-Dimensional (3-D) Immersed-Boundary (IB) Based Tornado Model for Computational Analysis of Disastrous Wind Load on Buildings","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Tornado; Computational fluid dynamics; Wind engineering; Meteorology; Wind speed; Immersed boundary method; Computer science; Aerospace engineering; Engineering; Simulation; Boundary (topology); Physics; Mathematics","score_opus":0.01882851763681264,"score_gpt":0.2501026137515848,"score_spread":0.23127409611477218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239864460","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":[0.08381252,0.001224894,0.8947414,0.00047057393,0.00027616986,0.0001168845,0.00040602044,0.0004877494,0.018463682],"genre_scores_gemma":[0.91678256,0.0010553474,0.07273174,0.00017771697,0.00009878994,0.0003623091,0.0004356224,0.0001462426,0.008209626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987483,0.000031417178,0.000007068592,0.000021271917,0.00003871572,0.000026686052],"domain_scores_gemma":[0.999866,0.000047215093,0.00002429711,0.000011081874,0.000027559026,0.000023807332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019286401,0.00074060267,0.0008155766,0.0004286589,0.00046189284,0.00096837763,0.0013278712,0.0013813989,0.0017321851],"category_scores_gemma":[0.00055045553,0.00034016382,0.0009574545,0.0003014383,0.00088369945,0.0007552839,0.001086468,0.0008954996,0.00032050142],"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":[0.000023822011,0.000018963172,0.00048276648,0.000046847006,0.000013961485,0.00010879985,0.000047455447,0.98776245,0.0022476262,0.006318511,0.00030666744,0.0026222426],"study_design_scores_gemma":[0.0000030855,0.0000068167906,0.00004978558,0.0000043726513,0.0000026212635,0.000011085351,0.000010103891,0.99858606,0.00014705288,0.0007170132,0.00045835742,0.0000036397012],"about_ca_topic_score_codex":0.0064498223,"about_ca_topic_score_gemma":0.002749363,"teacher_disagreement_score":0.0064498223,"about_ca_system_score_codex":0.00038451434,"about_ca_system_score_gemma":0.0007402717,"threshold_uncertainty_score":0.012824535},"labels":[],"label_agreement":null},{"id":"W4241118073","doi":"10.1016/s1352-2310(04)00325-5","title":"A case-study of fine particle concentrations and fluxes measured in a busy street canyon in Manchester, UK","year":2004,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Canyon; Atmospheric sciences; Morning; Environmental science; Anemometer; Daytime; Eddy covariance; Meteorology; Flux (metallurgy); Diurnal cycle; Turbulence; Wind speed; Wind direction; Hydrology (agriculture); Geology; Geography; Geomorphology; Physics; Chemistry","score_opus":0.013473363515488317,"score_gpt":0.2038232826470889,"score_spread":0.1903499191316006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241118073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894744,0.000053103242,0.00019266801,0.000044321292,0.0000034358484,0.00002646356,0.00013884532,0.000004797627,0.00058892654],"genre_scores_gemma":[0.9979096,0.00010850618,0.00045646552,0.000028016073,0.0000088304,0.000018348963,0.00012151594,0.0000044353365,0.0013442914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938226,0.00014753621,0.00003916556,0.00014484841,0.00012665498,0.00015949683],"domain_scores_gemma":[0.9990282,0.00035852956,0.00019178474,0.00006106598,0.00015861288,0.00020177687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036449658,0.0005517835,0.0004929528,0.0011636153,0.0026556724,0.000866378,0.00078932574,0.0019579811,0.0025165202],"category_scores_gemma":[0.0014883277,0.00048277795,0.000418931,0.0015151326,0.00093652407,0.0006616785,0.0010947051,0.0005617143,0.00033648222],"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":[0.0013616218,0.00084383023,0.8050431,0.00044628358,0.00020817082,0.13000187,0.028854005,0.0050010737,0.010730191,0.0005258062,0.0012630251,0.015720941],"study_design_scores_gemma":[0.00007113663,0.0013361323,0.938968,0.000091719034,0.00012059391,0.011783902,0.038131934,0.0031579926,0.0021765411,0.00021411313,0.003868209,0.00007972611],"about_ca_topic_score_codex":0.07982903,"about_ca_topic_score_gemma":0.17409885,"teacher_disagreement_score":0.07982903,"about_ca_system_score_codex":0.002009947,"about_ca_system_score_gemma":0.00074885355,"threshold_uncertainty_score":0.15872878},"labels":[],"label_agreement":null},{"id":"W4241619851","doi":"10.1139/cjce-27-5-1059","title":"Proposed new Canadian wind provisions for the design of gable roofs","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gable; Roof; Building code; Structural engineering; Geotechnical engineering; Wind tunnel; Range (aeronautics); Low-rise; Geology; Engineering; Aerospace engineering","score_opus":0.010497988312513312,"score_gpt":0.17577238038496443,"score_spread":0.16527439207245112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241619851","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62736386,0.0006382611,0.2971609,0.00089013693,0.00018338513,0.0010309356,0.0012134782,0.002393187,0.06912591],"genre_scores_gemma":[0.81134474,0.00034478182,0.17893837,0.00006787104,0.000022060762,0.0004006617,0.0005258511,0.00019554197,0.008160063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99907935,0.00008907018,0.000043209184,0.00007128217,0.00054855424,0.00016846869],"domain_scores_gemma":[0.9987123,0.0000898101,0.000097055,0.000097126394,0.00088788004,0.00011582898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076761196,0.000708551,0.00025359314,0.0011401284,0.0012013883,0.0011893644,0.0016701755,0.00047191512,0.0020507015],"category_scores_gemma":[0.0027934425,0.00036835112,0.00036698868,0.000704587,0.00065245514,0.0005324881,0.00073623593,0.00067075214,0.00038420854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046264252,0.00023603678,0.04332149,0.00047365847,0.000037026668,0.0006405049,0.0015319658,0.45297378,0.06662188,0.10957168,0.013683981,0.3104454],"study_design_scores_gemma":[0.0003620658,0.0013399958,0.11538311,0.00046231085,0.00015991181,0.00087982457,0.0023033023,0.5499513,0.055522267,0.020620698,0.25256023,0.00045491423],"about_ca_topic_score_codex":0.23925802,"about_ca_topic_score_gemma":0.43442222,"teacher_disagreement_score":0.76074195,"about_ca_system_score_codex":0.003971287,"about_ca_system_score_gemma":0.00810612,"threshold_uncertainty_score":0.47573078},"labels":[],"label_agreement":null},{"id":"W4242005499","doi":"10.1023/a:1006428929304","title":"Near Field Dispersion in the Urban Environment - A Hydraulic Flume Study","year":2000,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude","keywords":"Plume; Turbulence; Flume; Mechanics; Boundary layer; Atmospheric dispersion modeling; Point source; Dispersion (optics); Environmental science; Obstacle; Flow (mathematics); Water tunnel; Meteorology; Atmospheric sciences; Physics; Chemistry; Optics; Geography; Vortex; Air pollution","score_opus":0.007788353482011942,"score_gpt":0.23574149459240076,"score_spread":0.22795314111038883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242005499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992229,0.000016275997,0.0003000175,0.000006541033,0.0000011128492,0.000008238998,0.00008147426,0.000005970977,0.00035751288],"genre_scores_gemma":[0.99915445,0.00002634936,0.00025521452,0.0000030159474,0.000002503257,0.000016777032,0.00012477595,0.0000017597871,0.0004152227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973255,0.0000737233,0.000011845667,0.000053148782,0.000057105375,0.000071630144],"domain_scores_gemma":[0.99927396,0.0003715212,0.00007961709,0.0000656651,0.00012890069,0.0000804607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003596948,0.00021700641,0.00032301215,0.0012218632,0.001005423,0.0003922281,0.00042073103,0.0005798123,0.00090125436],"category_scores_gemma":[0.0007826661,0.00018034085,0.00024140536,0.0013022746,0.00066157005,0.0011061867,0.0003879294,0.00024192334,0.00014340323],"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":[0.0025037534,0.004647617,0.8293631,0.00022876417,0.00019673441,0.0017895448,0.0046486543,0.03945214,0.046986703,0.0023818822,0.0015326595,0.06626849],"study_design_scores_gemma":[0.000055983808,0.0015508812,0.9564089,0.000014089685,0.00005773862,0.00037839147,0.0029449223,0.033551607,0.00327964,0.00041926256,0.001271834,0.00006675421],"about_ca_topic_score_codex":0.03831295,"about_ca_topic_score_gemma":0.049199946,"teacher_disagreement_score":0.03831295,"about_ca_system_score_codex":0.0008001945,"about_ca_system_score_gemma":0.00044860755,"threshold_uncertainty_score":0.07617986},"labels":[],"label_agreement":null},{"id":"W4242762030","doi":"10.32920/ryerson.14657412","title":"Quantifying air leakage through party walls in Toronto semidetached and row-home dwellings","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"George Brown College","funders":"","keywords":"Leakage (economics); Building envelope; Masonry; Structural engineering; Engineering; Architectural engineering; Civil engineering; Environmental science; Meteorology; Geography","score_opus":0.03302959529175311,"score_gpt":0.27732373018131723,"score_spread":0.2442941348895641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242762030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99895203,0.000047290756,0.0003016786,0.0000029851903,7.751457e-7,0.000008637093,0.0002454965,0.0000045135334,0.00043649215],"genre_scores_gemma":[0.9982799,0.00007240771,0.000708457,0.0000050281237,9.364885e-7,0.000012213513,0.00044637168,0.0000019266085,0.00047266652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99978846,0.000022598737,0.00001149564,0.000045391793,0.000094110685,0.000038010556],"domain_scores_gemma":[0.9997845,0.000031996256,0.00006930463,0.000019797324,0.00006962015,0.000024899513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014588636,0.00028902912,0.00017630532,0.0005872093,0.0005274231,0.00058437604,0.00030166513,0.00020298058,0.0008094504],"category_scores_gemma":[0.0004154544,0.0001433286,0.00022498755,0.00080095354,0.00045991683,0.00025479862,0.00055314734,0.00013803212,0.00015805538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032214544,0.000042117,0.9315195,0.00015449722,0.000052580675,0.00060255127,0.005608779,0.0010569473,0.03879673,0.0001712418,0.00024940213,0.021423386],"study_design_scores_gemma":[7.908616e-7,0.00003693525,0.9960448,0.000010717662,0.000009032023,0.000060744598,0.0014817963,0.00030024236,0.0016708096,0.00001212821,0.00036736345,0.00000460692],"about_ca_topic_score_codex":0.15235415,"about_ca_topic_score_gemma":0.44508988,"teacher_disagreement_score":0.8476459,"about_ca_system_score_codex":0.001170462,"about_ca_system_score_gemma":0.0005579117,"threshold_uncertainty_score":0.3029347},"labels":[],"label_agreement":null},{"id":"W4244025635","doi":"10.1016/s1471-0846(03)80127-0","title":"Better building design","year":2003,"lang":"en","type":"article","venue":"Refocus","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fluent; Quarter (Canadian coin); Architectural engineering; Work (physics); Pedestrian; Meteorology; Engineering; Envelope (radar); Civil engineering; Environmental science; Transport engineering; Geography; Simulation; Telecommunications; Mechanical engineering; Computer simulation","score_opus":0.015556684272830228,"score_gpt":0.2212114080115154,"score_spread":0.20565472373868518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244025635","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":[0.13442765,0.0056201797,0.42175037,0.010942344,0.001406531,0.0002460471,0.00078974554,0.003743504,0.4210737],"genre_scores_gemma":[0.66137433,0.0023740632,0.23262538,0.0015113178,0.00027161502,0.00015398733,0.0010051075,0.0014378584,0.09924636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975231,0.00071808056,0.00010328415,0.00030110002,0.0011228091,0.00023157164],"domain_scores_gemma":[0.9979779,0.0002478201,0.00016109024,0.0007980495,0.0006883675,0.0001267818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017424562,0.0011085141,0.00067762,0.0012862483,0.0009624069,0.003614725,0.0013479245,0.0018044533,0.043707572],"category_scores_gemma":[0.004113868,0.0005307619,0.00066144177,0.0009597309,0.0008223597,0.0043741018,0.0018043804,0.001227778,0.0056028212],"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":[0.000104013845,0.0003112066,0.006485369,0.0006886967,0.00007472406,0.00016006852,0.0018093972,0.057545792,0.020847904,0.18202911,0.047886092,0.6820576],"study_design_scores_gemma":[0.00006752813,0.00042702016,0.013660204,0.00038637468,0.00012384028,0.00040163027,0.0035176997,0.029129572,0.014343299,0.10400818,0.83381844,0.00011617053],"about_ca_topic_score_codex":0.005688722,"about_ca_topic_score_gemma":0.016893502,"teacher_disagreement_score":0.043707572,"about_ca_system_score_codex":0.0017311804,"about_ca_system_score_gemma":0.0016516965,"threshold_uncertainty_score":0.14621639},"labels":[],"label_agreement":null},{"id":"W4244570636","doi":"10.32920/ryerson.14649213","title":"Impact of Toronto’s Avenues &amp; Mid-rise Building Guidelines on Solar Energy Generation Potential","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Fossil fuel; Photovoltaic system; Solar energy; Greenhouse gas; Architectural engineering; Environmental science; Zero-energy building; Efficient energy use; Engineering; Civil engineering; Waste management; Electrical engineering","score_opus":0.03542110435454655,"score_gpt":0.3066850303404,"score_spread":0.27126392598585347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244570636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58446616,0.0010630811,0.0053228727,0.006662169,0.00013297178,0.0003070239,0.01897784,0.00043923396,0.38262865],"genre_scores_gemma":[0.9544966,0.0004230645,0.0059653185,0.00042144288,0.000016781027,0.00009299142,0.0038891027,0.00009692391,0.03459777],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99824226,0.00023352185,0.00005787065,0.00009877212,0.001097972,0.00026955004],"domain_scores_gemma":[0.9957489,0.0004991606,0.00029685267,0.00026243218,0.0024408167,0.00075183663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010102864,0.00018552835,0.00013237075,0.00034587763,0.0010982272,0.0017653947,0.00049946003,0.0004116316,0.0059538228],"category_scores_gemma":[0.0032132983,0.0001701647,0.0002227506,0.0006533403,0.00055626145,0.0004151434,0.0005877586,0.00045729434,0.00071511045],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001062513,0.0003625336,0.30980796,0.0014355709,0.00010951143,0.0009390318,0.017798051,0.02898907,0.027415445,0.110376485,0.3181766,0.18352708],"study_design_scores_gemma":[0.000031584463,0.00019316486,0.6669161,0.00021500322,0.0000419519,0.00007325169,0.009001035,0.002732043,0.006707558,0.001640017,0.31237012,0.000078145684],"about_ca_topic_score_codex":0.82351995,"about_ca_topic_score_gemma":0.9575049,"teacher_disagreement_score":0.17648005,"about_ca_system_score_codex":0.0165615,"about_ca_system_score_gemma":0.0220163,"threshold_uncertainty_score":0.3550387},"labels":[],"label_agreement":null},{"id":"W4245453571","doi":"10.1002/9780470057339.vat001","title":"Temporal Change","year":2006,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Wind and Air Flow Studies","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Observational study; Stressor; Term (time); Quality (philosophy); Environmental science; Computer science; Environmental resource management; Statistics; Psychology; Mathematics","score_opus":0.012773962209744243,"score_gpt":0.2108155458437408,"score_spread":0.19804158363399654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245453571","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.100120716,0.009662506,0.0323155,0.009334744,0.003620535,0.0003600198,0.03462244,0.0010717555,0.8088918],"genre_scores_gemma":[0.6926516,0.0114729395,0.01623536,0.0023984115,0.001698034,0.00043611738,0.023790903,0.00054844504,0.25076813],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987198,0.00018260536,0.00008622739,0.00032938787,0.00055166974,0.0001302674],"domain_scores_gemma":[0.99771935,0.00044555042,0.00041246702,0.00036530706,0.0008857149,0.00017154514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012004937,0.0004712653,0.00029202361,0.0028703257,0.00080150564,0.0032350284,0.00088116986,0.00059264444,0.06158617],"category_scores_gemma":[0.005571135,0.00013095647,0.0004986509,0.006889126,0.00064546807,0.0027645417,0.0019005022,0.00083905767,0.0057490226],"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":[0.00033713802,0.00016610895,0.0639203,0.001330518,0.00014613991,0.00066422543,0.0031996404,0.0036138895,0.0025600642,0.2317258,0.12318719,0.569149],"study_design_scores_gemma":[0.000016754635,0.00007693913,0.07076336,0.00037979346,0.000063807536,0.0005640328,0.0022624629,0.0022608591,0.0010846499,0.049122874,0.873371,0.00003344403],"about_ca_topic_score_codex":0.0075178705,"about_ca_topic_score_gemma":0.0062349006,"teacher_disagreement_score":0.06158617,"about_ca_system_score_codex":0.0015183201,"about_ca_system_score_gemma":0.000766096,"threshold_uncertainty_score":0.20602626},"labels":[],"label_agreement":null},{"id":"W4246909625","doi":"10.22215/etd/2009-09026","title":"Urban wind modeling with application to autonomous flight","year":2009,"lang":"en","type":"dissertation","venue":"","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":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Computer science; Geography; Meteorology","score_opus":0.004979011071450521,"score_gpt":0.21248059310784242,"score_spread":0.2075015820363919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246909625","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":[0.20758846,0.0006623361,0.77069604,0.00041388546,0.0001810677,0.00012474057,0.0009116933,0.0031962926,0.016225476],"genre_scores_gemma":[0.90571314,0.00043454202,0.08589243,0.000029949702,0.000053492946,0.00012800451,0.0006411601,0.00022711823,0.006880196],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999424,0.000014781746,0.0000034115785,0.000014245105,0.000017764014,0.00000732257],"domain_scores_gemma":[0.9998597,0.000060405924,0.000010603151,0.000015624317,0.000040452567,0.000013244387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013994465,0.0004048493,0.00038726543,0.0003047626,0.0004184421,0.0005619967,0.00038236956,0.00044966443,0.0022167168],"category_scores_gemma":[0.0005249115,0.0003065729,0.00040159206,0.00045241351,0.00013355061,0.00034786426,0.00036323673,0.0003286535,0.00040508865],"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":[0.0000084898,0.0000106303305,0.00046699602,0.000011542021,0.0000076030838,0.000022971302,0.000016488806,0.9869012,0.00038466908,0.00069044856,0.00044568317,0.011033358],"study_design_scores_gemma":[0.0000021211158,0.0000028213053,0.000098135126,9.951546e-7,8.778807e-7,0.0000022745967,0.00000426056,0.999062,0.000070213384,0.00021292677,0.0005422861,0.000001072306],"about_ca_topic_score_codex":0.024677478,"about_ca_topic_score_gemma":0.028627586,"teacher_disagreement_score":0.024677478,"about_ca_system_score_codex":0.00022590432,"about_ca_system_score_gemma":0.00045537777,"threshold_uncertainty_score":0.049067676},"labels":[],"label_agreement":null},{"id":"W4246958685","doi":"10.1016/s1365-6937(04)00314-4","title":"Alfa Laval, Sweden","year":2004,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbulence; Root mean square; Wind speed; Acceleration; Spectral density; Aeroelasticity; Deck; Storm; Girder; Frequency domain; Physics; Displacement (psychology); Structural engineering; Geology; Mathematics; Meteorology; Mechanics; Geodesy; Engineering; Statistics; Aerodynamics; Classical mechanics; Mathematical analysis","score_opus":0.01857360494051328,"score_gpt":0.2466288113007564,"score_spread":0.22805520636024312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246958685","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":[0.030315608,0.06904368,0.005943238,0.004834164,0.0029535736,0.00020324698,0.021383911,0.0032896476,0.86203295],"genre_scores_gemma":[0.05661736,0.026083065,0.008593414,0.00050710543,0.00032946237,0.00018184015,0.010683829,0.0015048432,0.89549917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998928,0.00009822355,0.0000803663,0.00042887902,0.0002768535,0.0001875991],"domain_scores_gemma":[0.99913126,0.00023413808,0.00012361222,0.00014520033,0.00017632087,0.00018954968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007810817,0.0027196878,0.001332892,0.0020521355,0.0019871197,0.0062506977,0.0018582774,0.0021120561,0.40311784],"category_scores_gemma":[0.0014226326,0.00082314335,0.0008434754,0.0012789774,0.001145527,0.0017855231,0.0047779446,0.0013725249,0.40397757],"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":[0.001420234,0.00045031388,0.0047877096,0.003400375,0.00014266882,0.0035093685,0.0008869688,0.0037205266,0.016859058,0.023790343,0.14719462,0.7938378],"study_design_scores_gemma":[0.000081076905,0.00013407448,0.0046079624,0.00058844854,0.000029658944,0.0010352953,0.00027368413,0.00045707365,0.0027583304,0.0030439221,0.9869587,0.000031852465],"about_ca_topic_score_codex":0.0047883564,"about_ca_topic_score_gemma":0.00422101,"teacher_disagreement_score":0.40311784,"about_ca_system_score_codex":0.0013031457,"about_ca_system_score_gemma":0.0023975507,"threshold_uncertainty_score":0.85138},"labels":[],"label_agreement":null},{"id":"W4247453027","doi":"10.5120/cae2018652757","title":"Theoretical Study on Steady Airflow through Multiple Upper Opennings inside a Rectangular Building in the Presence of Indirect Flow","year":2018,"lang":"en","type":"article","venue":"Communications on Applied Electronics","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Airflow; Mechanics; Flow (mathematics); Computer science; Physics; Thermodynamics","score_opus":0.023493608664918935,"score_gpt":0.28718617254967943,"score_spread":0.2636925638847605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247453027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4891286,0.0016152305,0.47001275,0.00064827676,0.00021507886,0.00009872105,0.00013081283,0.00019284307,0.03795758],"genre_scores_gemma":[0.9869582,0.00047525213,0.0075535853,0.00003640347,0.00007114163,0.00003848887,0.000034539717,0.000019647809,0.0048126606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997955,0.00006176119,0.000007878028,0.000049399943,0.00004750189,0.000037985967],"domain_scores_gemma":[0.99958926,0.00024874206,0.000047076242,0.00002165285,0.00006499415,0.000028375596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041898416,0.00051295466,0.000571478,0.00066915946,0.0007195072,0.00088687707,0.00068124966,0.0010571581,0.0030551504],"category_scores_gemma":[0.0012752793,0.00027683933,0.0008949874,0.00022033413,0.0014421873,0.0010777048,0.000808625,0.00060257234,0.0002211202],"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":[0.00009960282,0.00015879371,0.0036782476,0.00041801156,0.000041941297,0.0007664967,0.00043486973,0.83469284,0.026912963,0.119607575,0.0006589274,0.012529714],"study_design_scores_gemma":[0.000008412861,0.000079612066,0.00078960776,0.000022477318,0.000015711597,0.00009040392,0.00006808561,0.990915,0.0015043236,0.005910965,0.0005841702,0.000011138736],"about_ca_topic_score_codex":0.00194603,"about_ca_topic_score_gemma":0.0009339854,"teacher_disagreement_score":0.0030551504,"about_ca_system_score_codex":0.00045607937,"about_ca_system_score_gemma":0.00056874094,"threshold_uncertainty_score":0.010220528},"labels":[],"label_agreement":null},{"id":"W4247623503","doi":"10.5383/ijtee.14.01.001","title":"Wind Catcher and Trans-evaporative Cooling Residential Integration in Arid Region","year":2017,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Masdar Institute of Science and Technology","keywords":"Evaporative cooler; Relative humidity; Wind speed; Environmental science; Meteorology; Atmospheric sciences; Cooling tower; Humidity; Airflow; Mist; Mechanics; Water cooling; Thermodynamics; Physics","score_opus":0.00892750399049018,"score_gpt":0.20833405759386575,"score_spread":0.19940655360337556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247623503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986148,0.000018065602,0.0009445235,0.0000050358535,0.000001560545,0.0000032499001,0.00002399465,0.000018557655,0.00037018774],"genre_scores_gemma":[0.9986708,0.000017834962,0.00067221496,0.0000016979261,5.400067e-7,0.0000034879606,0.000028315073,0.0000031656461,0.00060194416],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993753,0.000011163381,0.0000020707587,0.000014710277,0.000016133721,0.000018410781],"domain_scores_gemma":[0.9999604,0.0000072365897,0.000008525087,0.0000059913727,0.000010818599,0.000006901015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010067789,0.00015080822,0.00019732007,0.000102266014,0.0001657027,0.0001919676,0.00014960612,0.00014646158,0.0011608049],"category_scores_gemma":[0.00009594272,0.00005856423,0.00015183628,0.00011068472,0.00012703601,0.00014681941,0.00019800646,0.000078444624,0.000135099],"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":[0.0014290723,0.00033378834,0.07098012,0.00023168576,0.000052726355,0.0010441416,0.0006041809,0.08900056,0.77894497,0.0009102411,0.00054182427,0.055926643],"study_design_scores_gemma":[0.00007900406,0.004305114,0.3054467,0.00003142228,0.00013384732,0.0008255518,0.0020204745,0.24682914,0.4335573,0.00032858245,0.0063847685,0.000058079866],"about_ca_topic_score_codex":0.0021551012,"about_ca_topic_score_gemma":0.0051307874,"teacher_disagreement_score":0.0021551012,"about_ca_system_score_codex":0.00012655239,"about_ca_system_score_gemma":0.00013357507,"threshold_uncertainty_score":0.0042851567},"labels":[],"label_agreement":null},{"id":"W4247643291","doi":"10.5383/ijtee.12.01.005","title":"Finite Element Analysis with COMSOL Code for Air Flow and Thermal Convection in Sealed Attic Spaces with Experimental Validation","year":2015,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attic; Nusselt number; Finite element method; Mechanics; Streamlines, streaklines, and pathlines; Grashof number; Boussinesq approximation (buoyancy); Aspect ratio (aeronautics); Natural convection; Flow (mathematics); Thermal; Convection; Meteorology; Geology; Geometry; Materials science; Structural engineering; Engineering; Physics; Mathematics; Rayleigh number; Roof; Reynolds number; Turbulence","score_opus":0.009095653122619113,"score_gpt":0.20762626027259232,"score_spread":0.1985306071499732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247643291","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":[0.07365273,0.00042507212,0.9048502,0.00023947698,0.00016076298,0.00033189764,0.0018305767,0.0031101555,0.015399131],"genre_scores_gemma":[0.40262634,0.00050398806,0.57997423,0.000115779585,0.000028267297,0.002394773,0.002128421,0.0006782693,0.011549965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995777,0.00007342584,0.000025500274,0.0000418906,0.00023183206,0.0000496112],"domain_scores_gemma":[0.99943644,0.0002419292,0.000048145386,0.00008769402,0.00016173729,0.000024025272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083032425,0.0007695283,0.0009314509,0.0005726429,0.0005922263,0.00072419154,0.0012324965,0.0011179983,0.009499576],"category_scores_gemma":[0.0010737957,0.00039995875,0.001011325,0.00066473265,0.0004115516,0.00042781388,0.00091332186,0.0011306077,0.0015162894],"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":[0.00009619604,0.00021129461,0.0017916305,0.00079728366,0.00005071457,0.00020038978,0.00040767406,0.87771297,0.05071003,0.011290016,0.0042167855,0.052515145],"study_design_scores_gemma":[0.000021224843,0.00007993384,0.00038692038,0.00004451921,0.000009342703,0.000053978605,0.000071520946,0.976886,0.013098095,0.0012779044,0.0080479905,0.000022613667],"about_ca_topic_score_codex":0.0024257381,"about_ca_topic_score_gemma":0.0029867892,"teacher_disagreement_score":0.009499576,"about_ca_system_score_codex":0.0003561443,"about_ca_system_score_gemma":0.0012527979,"threshold_uncertainty_score":0.03177929},"labels":[],"label_agreement":null},{"id":"W4247732967","doi":"10.5194/npg-2017-64","title":"Idealized Models of the Joint Probability Distribution of Wind Speeds","year":2017,"lang":"en","type":"preprint","venue":"","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":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Joint probability distribution; Weibull distribution; Wind speed; Bivariate analysis; Mathematics; Probability distribution; Gaussian; Scatterometer; Isotropy; Statistical physics; Distribution (mathematics); Statistics; Meteorology; Mathematical analysis; Physics","score_opus":0.04617020548221784,"score_gpt":0.2510540427516653,"score_spread":0.20488383726944748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247732967","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":[0.16212165,0.00026164576,0.8324524,0.0005067972,0.000075270946,0.00006334569,0.0005944558,0.00020694094,0.0037175568],"genre_scores_gemma":[0.96488637,0.00039593998,0.029947748,0.00012330447,0.00008042773,0.00016411905,0.00068145967,0.0000619775,0.003658675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99797004,0.000752784,0.00009922265,0.00050193595,0.00040283822,0.0002731827],"domain_scores_gemma":[0.99481165,0.0025197887,0.001135108,0.0006430607,0.0007007191,0.00018965037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038379452,0.00066584477,0.0011488748,0.0013848678,0.0003835994,0.0020242617,0.0017325373,0.0012075055,0.0017836577],"category_scores_gemma":[0.009977077,0.00079676026,0.001103332,0.0014930527,0.0022866302,0.003719881,0.0009277468,0.0013668629,0.00046437897],"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":[0.000071402,0.00004019416,0.00365123,0.000037912672,0.000069787224,0.00012833816,0.00013633062,0.8765862,0.0006404894,0.114395455,0.0005470127,0.0036956666],"study_design_scores_gemma":[0.000020467864,0.000020775182,0.0012103367,0.000011643467,0.000013675831,0.00006087501,0.000032427746,0.93307215,0.00013910317,0.064886004,0.00050854875,0.000024103425],"about_ca_topic_score_codex":0.006533069,"about_ca_topic_score_gemma":0.0040045036,"teacher_disagreement_score":0.006533069,"about_ca_system_score_codex":0.0014592328,"about_ca_system_score_gemma":0.0014024369,"threshold_uncertainty_score":0.02029723},"labels":[],"label_agreement":null},{"id":"W4248073267","doi":"10.1061/(asce)st.1943-541x.0000118","title":"Analysis of Wind‐Induced Clip Loads on Standing Seam Metal Roofs","year":2009,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","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":"Western University","funders":"","keywords":"Roof; Aerodynamics; CLIPS; Wind tunnel; Structural engineering; Geology; Cladding (metalworking); Wind engineering; Engineering; Geotechnical engineering; Aerospace engineering; Materials science; Computer science","score_opus":0.008935586306467676,"score_gpt":0.22605287115689376,"score_spread":0.21711728485042608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248073267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99357796,0.000012068947,0.0037021644,0.0000049738856,0.0000043898403,0.000010285618,0.00006268801,0.000060346643,0.0025651725],"genre_scores_gemma":[0.99883634,0.000009346236,0.0005792837,0.0000011831082,0.00000198064,0.000003836185,0.0000659519,0.000013229735,0.00048880937],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999021,0.0000065610043,0.0000029131609,0.00000912787,0.00005583511,0.000023477292],"domain_scores_gemma":[0.9998004,0.000060234826,0.000027156646,0.00002338956,0.00006616284,0.000022748336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012174394,0.00025869068,0.00019308132,0.00046745743,0.00033428878,0.00025939706,0.00032930242,0.00019524716,0.0023802558],"category_scores_gemma":[0.0004421348,0.00016369025,0.00028053467,0.00026555368,0.00020469632,0.0001914669,0.00022274106,0.00019312587,0.0002994082],"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":[0.0014822193,0.00027431166,0.08132021,0.00031424715,0.00012125259,0.003085998,0.00054937886,0.4843936,0.3245309,0.0020585568,0.001507433,0.10036193],"study_design_scores_gemma":[0.000036718764,0.000436246,0.1964325,0.00002165899,0.000036110352,0.00023572071,0.00039480947,0.73178905,0.06934041,0.00029306582,0.0009491051,0.000034586385],"about_ca_topic_score_codex":0.0039080647,"about_ca_topic_score_gemma":0.0046728477,"teacher_disagreement_score":0.0039080647,"about_ca_system_score_codex":0.00025230914,"about_ca_system_score_gemma":0.00028987133,"threshold_uncertainty_score":0.007962763},"labels":[],"label_agreement":null},{"id":"W4248099668","doi":"10.1002/9781118445112.stat07781","title":"Temporal Change","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Wind and Air Flow Studies","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Observational study; Stressor; Term (time); Quality (philosophy); Computer science; Environmental science; Statistics; Psychology; Mathematics","score_opus":0.04391533521464385,"score_gpt":0.28470001632973196,"score_spread":0.2407846811150881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248099668","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18840441,0.00712907,0.03531111,0.008437841,0.0034131485,0.00050321623,0.13272993,0.0018586377,0.6222126],"genre_scores_gemma":[0.79262805,0.0050191795,0.012843274,0.0018983635,0.0015597739,0.00060238136,0.055561226,0.0007769735,0.12911075],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980831,0.00031991818,0.00015605787,0.00050179893,0.00073891395,0.000200159],"domain_scores_gemma":[0.99595815,0.00094901747,0.0008619076,0.00070683454,0.0012657441,0.00025822024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018097811,0.0004376161,0.00031166174,0.003542406,0.00065638724,0.0024067825,0.00086631277,0.00049615203,0.053986154],"category_scores_gemma":[0.00890996,0.00014242453,0.00067058345,0.008777511,0.0005760311,0.0022869513,0.0018273245,0.00090424594,0.004745898],"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":[0.0005788558,0.00021710944,0.20342748,0.0016239368,0.00034998026,0.00054142304,0.0030651682,0.0050857067,0.0020401517,0.1533889,0.15324324,0.47643802],"study_design_scores_gemma":[0.00003600797,0.00014534562,0.2312004,0.0004461455,0.00012993583,0.0005198385,0.0023853646,0.004332853,0.001273905,0.03870903,0.72077,0.000051144318],"about_ca_topic_score_codex":0.010877659,"about_ca_topic_score_gemma":0.008738732,"teacher_disagreement_score":0.053986154,"about_ca_system_score_codex":0.0012518079,"about_ca_system_score_gemma":0.0007955001,"threshold_uncertainty_score":0.18060172},"labels":[],"label_agreement":null},{"id":"W4248205148","doi":"10.32920/ryerson.14649213.v1","title":"Impact of Toronto’s Avenues &amp; Mid-rise Building Guidelines on Solar Energy Generation Potential","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Renewable energy; Photovoltaic system; Fossil fuel; Solar energy; Greenhouse gas; Architectural engineering; Zero-energy building; Efficient energy use; Environmental science; Engineering; Civil engineering; Waste management","score_opus":0.03542110435454655,"score_gpt":0.3066850303404,"score_spread":0.27126392598585347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248205148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58446616,0.0010630811,0.0053228727,0.006662169,0.00013297178,0.0003070239,0.01897784,0.00043923396,0.38262865],"genre_scores_gemma":[0.9544966,0.0004230645,0.0059653185,0.00042144288,0.000016781027,0.00009299142,0.0038891027,0.00009692391,0.03459777],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824226,0.00023352185,0.00005787065,0.00009877212,0.001097972,0.00026955004],"domain_scores_gemma":[0.9957489,0.0004991606,0.00029685267,0.00026243218,0.0024408167,0.00075183663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010102864,0.00018552835,0.00013237075,0.00034587763,0.0010982272,0.0017653947,0.00049946003,0.0004116316,0.0059538228],"category_scores_gemma":[0.0032132983,0.0001701647,0.0002227506,0.0006533403,0.00055626145,0.0004151434,0.0005877586,0.00045729434,0.00071511045],"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":[0.001062513,0.0003625336,0.30980796,0.0014355709,0.00010951143,0.0009390318,0.017798051,0.02898907,0.027415445,0.110376485,0.3181766,0.18352708],"study_design_scores_gemma":[0.000031584463,0.00019316486,0.6669161,0.00021500322,0.0000419519,0.00007325169,0.009001035,0.002732043,0.006707558,0.001640017,0.31237012,0.000078145684],"about_ca_topic_score_codex":0.82351995,"about_ca_topic_score_gemma":0.9575049,"teacher_disagreement_score":0.17648005,"about_ca_system_score_codex":0.0165615,"about_ca_system_score_gemma":0.0220163,"threshold_uncertainty_score":0.3550387},"labels":[],"label_agreement":null},{"id":"W4248355084","doi":"10.31223/osf.io/rzh92","title":"An agent-based model for estimating emissions reduction equivalence among leak detection and repair programs","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Equivalence (formal languages); Computer science; Flexibility (engineering); Risk analysis (engineering); Reliability engineering; Software deployment; Operations research; Environmental economics; Engineering; Business; Mathematics; Statistics; Economics","score_opus":0.04913760213288638,"score_gpt":0.28700563425257775,"score_spread":0.23786803211969137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248355084","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":[0.17877941,0.0002672794,0.8054205,0.0009847492,0.00009664242,0.0002198786,0.0010872056,0.00057549216,0.012568874],"genre_scores_gemma":[0.93621695,0.00014344642,0.05472306,0.00011862199,0.000031145337,0.00031486366,0.00047985092,0.000057026296,0.007915116],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927443,0.00025738034,0.000040301697,0.00020009028,0.000114936156,0.0001128415],"domain_scores_gemma":[0.99677294,0.0021418463,0.00047689045,0.00011177792,0.00034374936,0.00015279149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017528506,0.00091616705,0.0010608728,0.0006501219,0.00060341426,0.0019468692,0.001813621,0.002171809,0.0038005437],"category_scores_gemma":[0.006055039,0.0006450963,0.0008609453,0.0005914684,0.0011049244,0.0015510516,0.0012165126,0.0017153756,0.00043428695],"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":[0.000018459987,0.000010441039,0.00029299452,0.000006472357,0.000006310895,0.000011279168,0.000008997622,0.99710435,0.000077641074,0.001666666,0.00008288908,0.0007135261],"study_design_scores_gemma":[0.0000071943064,0.0000074358213,0.000073946256,0.0000017340064,0.0000029984212,0.0000018752997,0.0000034047275,0.99895513,0.000028575727,0.00082411984,0.000091305774,0.000002173708],"about_ca_topic_score_codex":0.028821977,"about_ca_topic_score_gemma":0.012903311,"teacher_disagreement_score":0.028821977,"about_ca_system_score_codex":0.0019069458,"about_ca_system_score_gemma":0.0017002304,"threshold_uncertainty_score":0.057308435},"labels":[],"label_agreement":null},{"id":"W4249060889","doi":"10.22215/etd/2015-10785","title":"Modelling and Synthesis of High Speed Craft Acceleration Profiles","year":2015,"lang":"en","type":"dissertation","venue":"","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":"Carleton University; Defence Research and Development Canada","funders":"","keywords":"Acceleration; Shock (circulatory); Parametric statistics; Marine engineering; Simulation; Engineering; Computer science; Mathematics; Statistics; Physics","score_opus":0.022076355094061566,"score_gpt":0.24253290932271437,"score_spread":0.22045655422865282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249060889","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":[0.14637463,0.0005519742,0.8228936,0.00034701356,0.0001131512,0.000150941,0.00062637345,0.0010541105,0.027888216],"genre_scores_gemma":[0.942735,0.00055782765,0.045784637,0.000025633166,0.000026441958,0.00010660907,0.0004194636,0.00017958133,0.010164748],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988806,0.000017685446,0.0000069612192,0.00001873,0.000050198898,0.000018372039],"domain_scores_gemma":[0.9997842,0.00007083812,0.00002922474,0.000019508167,0.00007727146,0.000019120047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027119907,0.000635167,0.00045579532,0.0004933536,0.00031641457,0.00095741346,0.00066064956,0.0010117977,0.0029763738],"category_scores_gemma":[0.00078736123,0.0005697097,0.0006793578,0.00040755814,0.00031418024,0.00054057833,0.0004347998,0.0006048955,0.0007248206],"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":[0.000018774983,0.000012940704,0.0005403473,0.00003918401,0.00000627613,0.000048959653,0.000037180143,0.98924166,0.002679987,0.0015050012,0.00023774047,0.005631896],"study_design_scores_gemma":[0.000002850294,0.000007657774,0.00018269214,0.000004697772,0.0000015611204,0.000006388981,0.000008908244,0.9987029,0.00044088787,0.0002259894,0.00041277384,0.0000026964278],"about_ca_topic_score_codex":0.016467951,"about_ca_topic_score_gemma":0.009341075,"teacher_disagreement_score":0.016467951,"about_ca_system_score_codex":0.00050730933,"about_ca_system_score_gemma":0.0010350286,"threshold_uncertainty_score":0.03274423},"labels":[],"label_agreement":null},{"id":"W4249474776","doi":"10.2118/2000-021","title":"Lab-Scale Numerical Simulation of SAGD Process in the Presence of Top Thief Zones: A Mechanistic Study","year":2000,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; Social Sciences and Humanities Research Council","funders":"","keywords":"Scale (ratio); Process (computing); Computer science; Reservoir simulation; Petroleum engineering; Geology; Physics","score_opus":0.01330941383847238,"score_gpt":0.2500988235218841,"score_spread":0.23678940968341175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249474776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904902,0.0000793898,0.0056359293,0.00012339561,0.000019047191,0.00005928598,0.00023044742,0.000082802435,0.0032795048],"genre_scores_gemma":[0.99729174,0.000049915077,0.0021763518,0.000013144007,0.0000023218636,0.00004066466,0.00005577401,0.0000051355387,0.0003649197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998772,0.000019822683,0.000010638109,0.000024001303,0.00003503107,0.000033332683],"domain_scores_gemma":[0.99944156,0.00030567014,0.00007953421,0.00005510866,0.000078077,0.00004007371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040827502,0.0003148231,0.00054746366,0.00032789083,0.00050758215,0.0008414432,0.00082663406,0.0013156683,0.0018171361],"category_scores_gemma":[0.00078072934,0.00020851198,0.00046967462,0.0002948289,0.0009434839,0.0004643963,0.00050465745,0.0006603877,0.00015086662],"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":[0.00016952395,0.0004140097,0.008329771,0.00010920796,0.000024917465,0.00033008642,0.000089888235,0.9607169,0.025594704,0.0010790648,0.00015856785,0.0029833198],"study_design_scores_gemma":[0.000021530986,0.00013683613,0.0013769348,0.000004281676,0.000006061249,0.000015449907,0.000048866506,0.99275184,0.0053028795,0.0001513933,0.0001723025,0.000011709991],"about_ca_topic_score_codex":0.0061275037,"about_ca_topic_score_gemma":0.0027500626,"teacher_disagreement_score":0.0061275037,"about_ca_system_score_codex":0.000672839,"about_ca_system_score_gemma":0.0005181968,"threshold_uncertainty_score":0.012183666},"labels":[],"label_agreement":null},{"id":"W4250332388","doi":"10.1520/stp37717s","title":"A Review of Climate Loads Relevant to Assessing the Watertightness Performance of Walls, Windows, and Wall-Window Interfaces","year":2006,"lang":"en","type":"review","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Window (computing); Materials science; Structural engineering; Environmental science; Engineering; Computer science; World Wide Web","score_opus":0.02161928533977377,"score_gpt":0.29564979013804055,"score_spread":0.2740305047982668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250332388","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":[0.00037177317,0.9974253,0.0003089173,0.0000881837,0.00013434333,0.000012473314,0.00007872657,0.000011070342,0.0015691858],"genre_scores_gemma":[0.0010345145,0.99781203,0.0004004592,0.00007268248,0.00007971289,0.000012519584,0.00007727504,0.0000024603714,0.0005082663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993032,0.00011239098,0.00014715556,0.00012578398,0.00028041628,0.000031058775],"domain_scores_gemma":[0.99831116,0.0007706448,0.00028599618,0.000039465493,0.00054389227,0.00004891684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086384,0.0012876152,0.0024885435,0.00615261,0.00033268004,0.0010634045,0.0012190331,0.001065461,0.003776197],"category_scores_gemma":[0.0024377285,0.0005962296,0.00083614653,0.0074823615,0.0004434712,0.0017102984,0.0005377834,0.00060583284,0.001907544],"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":[0.00009399175,0.00008445848,0.0006521534,0.07016067,0.00019712823,0.00029491953,0.00015373211,0.0007454086,0.003110698,0.0011800439,0.016838986,0.90648776],"study_design_scores_gemma":[0.000023141058,0.00036154717,0.0073447404,0.021859549,0.0007168191,0.0018580031,0.0002774572,0.00020054026,0.002987534,0.0012033312,0.96309894,0.00006833705],"about_ca_topic_score_codex":0.0045185117,"about_ca_topic_score_gemma":0.0068942956,"teacher_disagreement_score":0.00615261,"about_ca_system_score_codex":0.0007420053,"about_ca_system_score_gemma":0.0019508629,"threshold_uncertainty_score":0.012632608},"labels":[],"label_agreement":null},{"id":"W4251421550","doi":"10.32920/ryerson.14639094","title":"Towards determining the effect of shallow depth horizontal ground loop clearance on the heat loss of a single family residential dwelling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University; University of Alberta","funders":"","keywords":"Environmental science; Heat transfer; Thermal conductivity; Ventilation (architecture); Thermal; Loop (graph theory); Transient (computer programming); Foundation (evidence); Thermal energy storage; Atmospheric sciences; Mechanics; Geotechnical engineering; Materials science; Meteorology; Geology; Physics; Thermodynamics; Composite material; Mathematics; Computer science","score_opus":0.020515578262509427,"score_gpt":0.24045985687277446,"score_spread":0.21994427861026503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251421550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996563,0.000010961263,0.00019257338,0.0000018502494,3.2845188e-7,0.0000026502335,0.000029417091,0.0000017327596,0.0001041236],"genre_scores_gemma":[0.9996594,0.000010418546,0.00024439095,0.0000012652177,3.145042e-7,0.000002024892,0.000029241555,9.395363e-7,0.000051950246],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998259,0.000043386626,0.000008975102,0.000045386136,0.00004864849,0.000027754573],"domain_scores_gemma":[0.99914455,0.0005124439,0.00013972173,0.000052607844,0.000103600425,0.000047064455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029271518,0.00023781591,0.00018785098,0.0002808601,0.0001901789,0.00039206832,0.00018069838,0.00022133303,0.000988937],"category_scores_gemma":[0.001053896,0.00010427447,0.00027797263,0.00028335393,0.00023382014,0.00025655815,0.00020355755,0.00021037637,0.00016647695],"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":[0.0014583252,0.0005699914,0.8731922,0.000106193955,0.00010701042,0.00064694526,0.0007895542,0.015105827,0.08638862,0.00010541991,0.00013147564,0.021398451],"study_design_scores_gemma":[0.000006462353,0.00087722915,0.9731625,0.0000072368916,0.00004659995,0.00014300071,0.0006579589,0.008531076,0.016398586,0.000045758632,0.000112986054,0.000010653227],"about_ca_topic_score_codex":0.006154654,"about_ca_topic_score_gemma":0.009203337,"teacher_disagreement_score":0.006154654,"about_ca_system_score_codex":0.0002363712,"about_ca_system_score_gemma":0.00022615862,"threshold_uncertainty_score":0.012237668},"labels":[],"label_agreement":null},{"id":"W4251712681","doi":"10.32920/ryerson.14663127","title":"The Influence of Cavity Ventilation on the Performance of Brick Veneer Panels When Exposed to Wind Driven Rain: an Experimental Analysis","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Ventilation (architecture); Suction; Materials science; Brick; Environmental science; Cavity wall; Composite material; Structural engineering; Meteorology; Engineering; Physics","score_opus":0.02011336122930942,"score_gpt":0.24514973485843367,"score_spread":0.22503637362912424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251712681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993481,0.0000518715,0.00041824504,0.0000023071627,0.0000035072565,0.000008879941,0.00003339998,0.000006580027,0.00012709494],"genre_scores_gemma":[0.99902093,0.00006122432,0.0005203337,0.0000057435304,0.000003146283,0.000013170352,0.000057517173,0.000008120575,0.0003098645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976104,0.00003993123,0.000015070699,0.000045309585,0.00008078547,0.000057850404],"domain_scores_gemma":[0.99951005,0.00023845622,0.00007391575,0.00005877883,0.00007972261,0.000039112412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030969622,0.00035849045,0.00036262846,0.00017420531,0.0002539677,0.00023760015,0.0002376849,0.00039750422,0.001857739],"category_scores_gemma":[0.0005889177,0.00020519971,0.00029228066,0.000109373126,0.0002928472,0.00019794966,0.00024190718,0.0003630513,0.00019067695],"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":[0.00035595504,0.00010239555,0.0021554586,0.00005234199,0.000010251685,0.00009049631,0.00008560806,0.0007987418,0.9944121,0.000008887735,0.000015039656,0.0019127701],"study_design_scores_gemma":[0.000021636946,0.0040923106,0.060722053,0.000011725276,0.000051551033,0.00014287797,0.00019535847,0.003096515,0.93119967,0.00002015624,0.0004264019,0.000019762274],"about_ca_topic_score_codex":0.0004568778,"about_ca_topic_score_gemma":0.0008045607,"teacher_disagreement_score":0.001857739,"about_ca_system_score_codex":0.00010736697,"about_ca_system_score_gemma":0.0000860534,"threshold_uncertainty_score":0.006214738},"labels":[],"label_agreement":null},{"id":"W4251882338","doi":"10.32920/ryerson.14660472","title":"Investigating the impact of local wind conditions on Toronto's glass balcony guard failures","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guard (computer science); Wind tunnel; Environmental science; Meteorology; Marine engineering; Engineering; Aerospace engineering; Geography; Computer science","score_opus":0.016745344822063246,"score_gpt":0.2768255743683832,"score_spread":0.26008022954631993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251882338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991186,0.00003490801,0.00008189747,0.000010390153,0.0000018350382,0.000008345109,0.00010327566,0.0000060109055,0.00063474773],"genre_scores_gemma":[0.9992472,0.000040549257,0.0000759908,0.0000034374527,8.5743943e-7,0.0000028461309,0.00009422745,0.0000015669964,0.0005334593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998031,0.000016568525,0.000008401166,0.000026176105,0.00007985748,0.00006600566],"domain_scores_gemma":[0.99951744,0.000082676204,0.00012143324,0.000022013464,0.00017724783,0.00007919495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026352008,0.000269228,0.00019490586,0.0004865266,0.0008077283,0.000559433,0.00028406584,0.00029036312,0.0012397919],"category_scores_gemma":[0.00054537645,0.00011454081,0.00015361277,0.0004614002,0.0005505219,0.00022274636,0.00030570693,0.00021864884,0.00017244014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051224895,0.00010943167,0.89369565,0.00015205187,0.00006410862,0.0053159175,0.0024857556,0.03846063,0.03703676,0.00022943038,0.0012646742,0.020673359],"study_design_scores_gemma":[0.00000794331,0.00030694745,0.98478645,0.000013736778,0.000027009582,0.00018682114,0.0034924245,0.0060921977,0.0042153243,0.000018282013,0.00083380804,0.000018992418],"about_ca_topic_score_codex":0.44304487,"about_ca_topic_score_gemma":0.73774517,"teacher_disagreement_score":0.5569551,"about_ca_system_score_codex":0.0022127514,"about_ca_system_score_gemma":0.0014162436,"threshold_uncertainty_score":0.8809321},"labels":[],"label_agreement":null},{"id":"W4253367948","doi":"10.32920/ryerson.14648100","title":"A Numerical Study of the Effects of Overhangs on the Wind-Driven Rain Wetting of Building Facades","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Roof; Computational fluid dynamics; Meteorology; Environmental science; Wind speed; Low-rise; Marine engineering; Computer simulation; Fluent; Engineering; Structural engineering; Aerospace engineering; Simulation; Geography","score_opus":0.011583428316463563,"score_gpt":0.24054935586434678,"score_spread":0.22896592754788322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253367948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420434,0.00010680484,0.0036593918,0.00002248049,0.000013278741,0.000011707267,0.00008075619,0.000057584693,0.0018436385],"genre_scores_gemma":[0.99690884,0.00007935831,0.002453504,0.000003361401,0.000002575234,0.000005878052,0.00005391373,0.000006685021,0.0004857838],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993765,0.00000758862,0.0000041052826,0.000011835913,0.000018877028,0.000019971836],"domain_scores_gemma":[0.9996586,0.00019949256,0.00005370038,0.000034997596,0.00002824567,0.000024935583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015978298,0.0002728738,0.00036953908,0.00024299737,0.00026763204,0.0003911932,0.00018403411,0.00037170228,0.0011060549],"category_scores_gemma":[0.0005558454,0.000113681526,0.00027568123,0.00029237627,0.0003724608,0.00020948044,0.00025298144,0.0002374636,0.00008216874],"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":[0.00021357443,0.00018739639,0.015723104,0.00018588062,0.000034578145,0.00051795295,0.00014154828,0.83805835,0.120327786,0.0011636412,0.0002759018,0.023170235],"study_design_scores_gemma":[0.000024547293,0.0003290734,0.015849113,0.00001656748,0.000023208482,0.00011912976,0.00012863995,0.9621752,0.020460965,0.00022777125,0.00062838075,0.00001749424],"about_ca_topic_score_codex":0.002673484,"about_ca_topic_score_gemma":0.0019323354,"teacher_disagreement_score":0.002673484,"about_ca_system_score_codex":0.00018930217,"about_ca_system_score_gemma":0.0002387499,"threshold_uncertainty_score":0.0053159},"labels":[],"label_agreement":null},{"id":"W4254046725","doi":"10.32920/ryerson.14660472.v1","title":"Investigating the impact of local wind conditions on Toronto's glass balcony guard failures","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Toronto Metropolitan University; Sciencetech (Canada)","funders":"","keywords":"Guard (computer science); Wind tunnel; Environmental science; Meteorology; Marine engineering; Engineering; Aerospace engineering; Computer science; Geography","score_opus":0.016745344822063246,"score_gpt":0.2768255743683832,"score_spread":0.26008022954631993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254046725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991186,0.00003490801,0.00008189747,0.000010390153,0.0000018350382,0.000008345109,0.00010327566,0.0000060109055,0.00063474773],"genre_scores_gemma":[0.9992472,0.000040549257,0.0000759908,0.0000034374527,8.5743943e-7,0.0000028461309,0.00009422745,0.0000015669964,0.0005334593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998031,0.000016568525,0.000008401166,0.000026176105,0.00007985748,0.00006600566],"domain_scores_gemma":[0.99951744,0.000082676204,0.00012143324,0.000022013464,0.00017724783,0.00007919495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026352008,0.000269228,0.00019490586,0.0004865266,0.0008077283,0.000559433,0.00028406584,0.00029036312,0.0012397919],"category_scores_gemma":[0.00054537645,0.00011454081,0.00015361277,0.0004614002,0.0005505219,0.00022274636,0.00030570693,0.00021864884,0.00017244014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051224895,0.00010943167,0.89369565,0.00015205187,0.00006410862,0.0053159175,0.0024857556,0.03846063,0.03703676,0.00022943038,0.0012646742,0.020673359],"study_design_scores_gemma":[0.00000794331,0.00030694745,0.98478645,0.000013736778,0.000027009582,0.00018682114,0.0034924245,0.0060921977,0.0042153243,0.000018282013,0.00083380804,0.000018992418],"about_ca_topic_score_codex":0.44304487,"about_ca_topic_score_gemma":0.73774517,"teacher_disagreement_score":0.5569551,"about_ca_system_score_codex":0.0022127514,"about_ca_system_score_gemma":0.0014162436,"threshold_uncertainty_score":0.8809321},"labels":[],"label_agreement":null},{"id":"W4254239256","doi":"10.32920/ryerson.14654037.v1","title":"Three-Dimensional (3-D) Immersed-Boundary (IB) Based Tornado Model for Computational Analysis of Disastrous Wind Load on Buildings","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Tornado; Computational fluid dynamics; Wind engineering; Meteorology; Wind speed; Immersed boundary method; Computer science; Aerospace engineering; Simulation; Engineering; Boundary (topology); Physics; Mathematics","score_opus":0.01882851763681264,"score_gpt":0.2501026137515848,"score_spread":0.23127409611477218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254239256","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":[0.08381252,0.001224894,0.8947414,0.00047057393,0.00027616986,0.0001168845,0.00040602044,0.0004877494,0.018463682],"genre_scores_gemma":[0.91678256,0.0010553474,0.07273174,0.00017771697,0.00009878994,0.0003623091,0.0004356224,0.0001462426,0.008209626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987483,0.000031417178,0.000007068592,0.000021271917,0.00003871572,0.000026686052],"domain_scores_gemma":[0.999866,0.000047215093,0.00002429711,0.000011081874,0.000027559026,0.000023807332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019286401,0.00074060267,0.0008155766,0.0004286589,0.00046189284,0.00096837763,0.0013278712,0.0013813989,0.0017321851],"category_scores_gemma":[0.00055045553,0.00034016382,0.0009574545,0.0003014383,0.00088369945,0.0007552839,0.001086468,0.0008954996,0.00032050142],"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":[0.000023822011,0.000018963172,0.00048276648,0.000046847006,0.000013961485,0.00010879985,0.000047455447,0.98776245,0.0022476262,0.006318511,0.00030666744,0.0026222426],"study_design_scores_gemma":[0.0000030855,0.0000068167906,0.00004978558,0.0000043726513,0.0000026212635,0.000011085351,0.000010103891,0.99858606,0.00014705288,0.0007170132,0.00045835742,0.0000036397012],"about_ca_topic_score_codex":0.0064498223,"about_ca_topic_score_gemma":0.002749363,"teacher_disagreement_score":0.0064498223,"about_ca_system_score_codex":0.00038451434,"about_ca_system_score_gemma":0.0007402717,"threshold_uncertainty_score":0.012824535},"labels":[],"label_agreement":null},{"id":"W4255426748","doi":"10.32920/ryerson.14651922","title":"Microstructural and Chemical Analysis of Polyurethane and Polyisocyanurate Foam Insulations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Polyurethane; Composite material; Thermal conductivity; Blowing agent; Polymer; Microstructure; Thermal insulation; Thermal; Layer (electronics)","score_opus":0.009434975092155087,"score_gpt":0.23211409914428063,"score_spread":0.22267912405212553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255426748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923923,0.00056819594,0.0040820823,0.000021107457,0.000013352102,0.00003958278,0.0009748301,0.00005091272,0.0018576111],"genre_scores_gemma":[0.9944537,0.00026610977,0.0032758808,0.000017486615,0.000010637063,0.000033403547,0.0006067586,0.000017669236,0.0013182954],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999864,0.000006931533,0.000009468609,0.000035017278,0.000064303524,0.000020359157],"domain_scores_gemma":[0.9997751,0.000044048298,0.00004795655,0.000012397219,0.00009421126,0.00002644364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113925475,0.00015893584,0.00013165726,0.0013766001,0.00031276935,0.00020751929,0.00013064666,0.00022874713,0.0014189767],"category_scores_gemma":[0.00022950955,0.00012720862,0.00016547518,0.0006066588,0.0002534735,0.00021324064,0.00009979966,0.0002209046,0.00014653047],"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":[0.000040485767,0.000012340752,0.001669316,0.00003250087,0.0000046137816,0.00007663486,0.00005016241,0.00013058401,0.99526215,0.00004646597,0.000019681609,0.0026549508],"study_design_scores_gemma":[0.0000038140806,0.00019292836,0.15103556,0.000014401893,0.000032973807,0.0005400354,0.00021827566,0.0020085995,0.8441916,0.00009067482,0.0016569239,0.000014129734],"about_ca_topic_score_codex":0.0023001004,"about_ca_topic_score_gemma":0.0031236142,"teacher_disagreement_score":0.0023001004,"about_ca_system_score_codex":0.00014146624,"about_ca_system_score_gemma":0.0001192093,"threshold_uncertainty_score":0.0047469735},"labels":[],"label_agreement":null},{"id":"W4255547001","doi":"10.1520/stp47765s","title":"Techniques for Predicting Cladding Design Wind Pressures","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Cladding (metalworking); Environmental science; Materials science; Composite material","score_opus":0.025429463567380947,"score_gpt":0.23690222761891222,"score_spread":0.21147276405153126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255547001","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":[0.011608896,0.0015391379,0.9779766,0.000053461736,0.00004676126,0.000058089587,0.0001628563,0.0008405391,0.0077135405],"genre_scores_gemma":[0.17734459,0.0057120915,0.8083592,0.000030685653,0.000070457194,0.00023193838,0.0005152822,0.00022161346,0.0075142053],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977773,0.000028491375,0.000008739342,0.000035527817,0.00013874752,0.000010844273],"domain_scores_gemma":[0.9996401,0.00018772659,0.000031164087,0.00003850869,0.000094168,0.000008335963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037198304,0.0009045333,0.00052154035,0.0011328436,0.00031180918,0.0006052136,0.00089180673,0.0005707453,0.001992356],"category_scores_gemma":[0.0013715312,0.0006317156,0.00051281677,0.001251225,0.00026836028,0.00083758985,0.00051416864,0.0008531477,0.0012915696],"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":[0.000045263696,0.00005619771,0.002908602,0.00047224457,0.000032921187,0.0001361501,0.00023244272,0.27354422,0.029267786,0.0151755465,0.0031177048,0.6750109],"study_design_scores_gemma":[0.0000113534725,0.00005516288,0.0016759953,0.000108186345,0.000017424478,0.00016043587,0.0000490539,0.95359117,0.016214602,0.010393246,0.017691622,0.00003176674],"about_ca_topic_score_codex":0.0016133017,"about_ca_topic_score_gemma":0.0017547022,"teacher_disagreement_score":0.001992356,"about_ca_system_score_codex":0.00023135771,"about_ca_system_score_gemma":0.0004107115,"threshold_uncertainty_score":0.006665051},"labels":[],"label_agreement":null},{"id":"W4256622573","doi":"10.32920/ryerson.14665497","title":"Aerodynamic optimization of building augmented wind turbines","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Compute Canada","keywords":"Wind power; Renewable energy; Turbine; Aerodynamics; Marine engineering; Environmental science; Wind speed; Automotive engineering; Engineering; Meteorology; Mechanical engineering; Aerospace engineering; Electrical engineering","score_opus":0.009055127905091756,"score_gpt":0.22548321393943674,"score_spread":0.216428086034345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256622573","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67929757,0.0005675418,0.2964049,0.00024388319,0.000096212054,0.00009848839,0.00031053217,0.00028130758,0.022699686],"genre_scores_gemma":[0.98805773,0.0001012926,0.009990177,0.000013854164,0.000007034412,0.000041732623,0.00007167174,0.00002352606,0.001692988],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998907,0.000038366306,0.000004650696,0.000014353762,0.00002619331,0.000025682493],"domain_scores_gemma":[0.9997404,0.00013712216,0.00004335467,0.000016559177,0.000040105617,0.000022291057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026185482,0.0005128713,0.00068898516,0.00027738756,0.00023589053,0.00072989624,0.0002887826,0.00065571134,0.0015362735],"category_scores_gemma":[0.0007151254,0.00035966292,0.00037463932,0.00025331453,0.0004640049,0.00032428774,0.00044552388,0.00030720545,0.0001879194],"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":[0.000014646789,0.000007510879,0.00015514661,0.000010716597,0.0000036664915,0.000021749996,0.0000041246594,0.9975484,0.0007490254,0.00027022435,0.00005511023,0.0011596525],"study_design_scores_gemma":[0.0000041824583,0.000024101506,0.00017469768,0.0000018430806,0.000002331817,0.0000045447896,0.000007094986,0.99930775,0.00017250273,0.00016408418,0.0001352877,0.0000016372074],"about_ca_topic_score_codex":0.0030574375,"about_ca_topic_score_gemma":0.0026183496,"teacher_disagreement_score":0.0030574375,"about_ca_system_score_codex":0.00027243994,"about_ca_system_score_gemma":0.00043690504,"threshold_uncertainty_score":0.006079316},"labels":[],"label_agreement":null},{"id":"W4280597136","doi":"10.5194/wes-2021-142-ac2","title":"Reply on RC2","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Wind and Air Flow Studies","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":"Université de Sherbrooke","funders":"Horizon 2020 Framework Programme; European Commission; National Science Foundation","keywords":"Terrain; Ridge; Reynolds-averaged Navier–Stokes equations; Computational fluid dynamics; Geology; Buoyancy; Aerodynamics; Canopy; Flow (mathematics); Tree canopy; Meteorology; Environmental science; Mechanics; Geography; Physics; Cartography","score_opus":0.024219703983800765,"score_gpt":0.26830200740507315,"score_spread":0.24408230342127238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280597136","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057815685,0.004245585,0.00046224127,0.58254117,0.3328831,0.00022886496,0.0007572677,0.00044984624,0.0778538],"genre_scores_gemma":[0.0059544346,0.0032006376,0.00041090828,0.51579356,0.10340013,0.0002717495,0.0004231749,0.0003652438,0.37018007],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978911,0.00031604277,0.00022494253,0.00041116687,0.0008507641,0.0003059186],"domain_scores_gemma":[0.99518025,0.0011194105,0.00017133179,0.0004086792,0.0023545783,0.0007657797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018953885,0.0007563669,0.000803273,0.00082793005,0.002137426,0.0034044273,0.0021445814,0.0145956855,0.14735837],"category_scores_gemma":[0.018939918,0.00031028906,0.0009482838,0.0007234666,0.0014606911,0.0028104219,0.0018279213,0.011261294,0.11918833],"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":[0.000014046456,0.000005576967,0.000056504043,0.000029824874,0.000002134603,0.00012938284,0.000014220817,0.000008180522,0.000053304095,0.00060415885,0.9945155,0.0045671435],"study_design_scores_gemma":[0.000004182591,0.0000052208843,0.00013029976,0.00003392708,0.0000013836606,0.00007487803,0.000032943743,0.000011227715,0.00004961446,0.00023733568,0.9994147,0.0000042106103],"about_ca_topic_score_codex":0.005176316,"about_ca_topic_score_gemma":0.0068119247,"teacher_disagreement_score":0.85264164,"about_ca_system_score_codex":0.0025772022,"about_ca_system_score_gemma":0.0027280736,"threshold_uncertainty_score":0.49296284},"labels":[],"label_agreement":null},{"id":"W4280600364","doi":"10.1016/j.engstruct.2022.114350","title":"Thunderstorm wind load evaluation on storm shelters using wind tunnel testing","year":2022,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Thunderstorm; Storm; Tornado; Meteorology; Wind tunnel; Severe weather; Wind engineering; Environmental science; Aerodynamics; Boundary layer; Wind speed; Planetary boundary layer; Atmospheric sciences; Engineering; Turbulence; Geology; Geography; Aerospace engineering","score_opus":0.027559590391013175,"score_gpt":0.23358785728852624,"score_spread":0.20602826689751308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280600364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99920565,0.0000053684107,0.0003770595,0.000002325237,0.0000014485747,0.000007679765,0.000047971993,0.000013915916,0.00033860825],"genre_scores_gemma":[0.99926347,0.000008358442,0.00033271252,0.0000018992093,6.2352456e-7,0.000005594776,0.00007518811,0.000005151776,0.00030711188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980634,0.000039914765,0.00001601445,0.00002025855,0.000081509555,0.000035967045],"domain_scores_gemma":[0.99931157,0.000177409,0.00005566914,0.00006918008,0.00028762704,0.000098664095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004076959,0.0004557295,0.00027743995,0.0006834457,0.0006021641,0.00027794112,0.00039777826,0.00043854615,0.0017401238],"category_scores_gemma":[0.00071790797,0.00022619852,0.00029213444,0.00031210866,0.00027737697,0.0005021146,0.00027480818,0.00025616318,0.00026040856],"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":[0.0036629802,0.0016549944,0.21406071,0.00019775915,0.00010805245,0.0014790902,0.0014804153,0.13955659,0.5731038,0.00032388064,0.0010040802,0.06336769],"study_design_scores_gemma":[0.000218313,0.00882819,0.4464802,0.000044828143,0.000114443,0.0004248202,0.0023202049,0.36583894,0.17425632,0.00024694673,0.0011613518,0.0000653653],"about_ca_topic_score_codex":0.005909035,"about_ca_topic_score_gemma":0.013817212,"teacher_disagreement_score":0.005909035,"about_ca_system_score_codex":0.0002466553,"about_ca_system_score_gemma":0.00032790238,"threshold_uncertainty_score":0.011749268},"labels":[],"label_agreement":null},{"id":"W4280613723","doi":"10.1007/978-981-19-0507-0_43","title":"Experimental Investigation of Tornado Induced Pressures on Residential Buildings","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tornado; Roof; RADIUS; Meteorology; Wind speed; Environmental science; Geology; Structural engineering; Engineering; Physics; Computer science","score_opus":0.011248757638378685,"score_gpt":0.205794757892855,"score_spread":0.19454600025447633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280613723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969015,0.000056853318,0.000840472,0.000014885486,0.000014627857,0.000026350594,0.00022873681,0.00002764633,0.0018889172],"genre_scores_gemma":[0.9983,0.00007598157,0.0002965027,0.000006906535,0.0000080782775,0.000021690314,0.00016536732,0.000010897519,0.0011146577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978,0.000046831614,0.000008517332,0.00003338629,0.000063824766,0.00006746185],"domain_scores_gemma":[0.9995704,0.0002127178,0.000042102965,0.000058208963,0.00007827959,0.00003829784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018719565,0.00036484806,0.00027623583,0.00028245625,0.000667436,0.00028662634,0.00057113625,0.00035282085,0.005060961],"category_scores_gemma":[0.00047394287,0.00025486617,0.00023180064,0.00030162805,0.00072605256,0.0002878299,0.0003594682,0.00046421125,0.00031194833],"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":[0.005095011,0.0019942648,0.0068433126,0.00025986065,0.00004268963,0.00056739873,0.00064501626,0.0060524433,0.9671156,0.0009541492,0.00057263934,0.009857645],"study_design_scores_gemma":[0.00030796722,0.008489284,0.06504143,0.000027469665,0.00006739854,0.00045562244,0.0016783449,0.01314809,0.90863657,0.00038500386,0.001713724,0.00004914757],"about_ca_topic_score_codex":0.0015095925,"about_ca_topic_score_gemma":0.0014666603,"teacher_disagreement_score":0.005060961,"about_ca_system_score_codex":0.00021543508,"about_ca_system_score_gemma":0.00016740386,"threshold_uncertainty_score":0.01693064},"labels":[],"label_agreement":null},{"id":"W4281562002","doi":"10.1088/1361-6498/ac66a2","title":"Modelling the atmospheric dispersion of radiotracers in small-scale, controlled detonations: validation of dispersion models using field test data","year":2022,"lang":"en","type":"article","venue":"Journal of Radiological Protection","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":"Canadian Nuclear Laboratories","funders":"","keywords":"Atmospheric dispersion modeling; Dispersion (optics); Environmental science; Scale (ratio); Meteorology; Field (mathematics); Scale model; Physics; Aerospace engineering; Mathematics; Engineering; Chemistry","score_opus":0.06227590059538636,"score_gpt":0.24903138803354882,"score_spread":0.18675548743816245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281562002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923848,0.00006261936,0.0060185604,0.000030447423,0.000010130627,0.00009634862,0.000270864,0.000071010785,0.0010551902],"genre_scores_gemma":[0.9961612,0.000043042568,0.0029268106,0.00000828277,0.0000029837286,0.000065155866,0.00029680712,0.00001150991,0.00048410054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995177,0.00017415077,0.000039415492,0.00011961403,0.00009084234,0.00005837578],"domain_scores_gemma":[0.99749774,0.0018854381,0.00015685447,0.0001469795,0.00026158788,0.0000513266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015742726,0.00079692353,0.00047899602,0.00047146282,0.00056922744,0.00073734776,0.0009856438,0.001287861,0.0006671361],"category_scores_gemma":[0.0019344738,0.00037406993,0.00067357946,0.000469477,0.000659548,0.00080540683,0.00036860895,0.0008278752,0.00016062912],"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":[0.00033705714,0.00036532883,0.008522205,0.000055460907,0.000033699525,0.00009559628,0.000087219734,0.9759321,0.010213269,0.00018555469,0.000119663564,0.004052688],"study_design_scores_gemma":[0.000148102,0.0007304847,0.0086440295,0.000010412424,0.000024447216,0.000023703846,0.00009607788,0.9705907,0.019121708,0.0001846222,0.00039390635,0.000031802818],"about_ca_topic_score_codex":0.039666377,"about_ca_topic_score_gemma":0.018237507,"teacher_disagreement_score":0.039666377,"about_ca_system_score_codex":0.0014446856,"about_ca_system_score_gemma":0.0006851403,"threshold_uncertainty_score":0.07887101},"labels":[],"label_agreement":null},{"id":"W4281636902","doi":"10.3390/buildings12060788","title":"A Novel Computational Approach for an Improved Expression of the Spectral Content in the Lower Atmospheric Boundary Layer","year":2022,"lang":"en","type":"article","venue":"Buildings","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Aerodynamics; Wind tunnel; Turbulence; Planetary boundary layer; Terrain; Wind speed; Computational fluid dynamics; Boundary layer; Large eddy simulation; Turbulence kinetic energy; Log wind profile; Frequency domain; Spectral method; Wind direction; Wind gradient; Meteorology; Computer science; Mechanics; Physics; Mathematics; Geography; Mathematical analysis","score_opus":0.027185085958626086,"score_gpt":0.23265438975124758,"score_spread":0.2054693037926215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281636902","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":[0.003963886,0.000029148834,0.9947995,0.000032085438,0.00003273852,0.000021529479,0.00001542486,0.00011642333,0.0009892163],"genre_scores_gemma":[0.1524966,0.00013338828,0.8449456,0.00006491855,0.0000649562,0.00016478387,0.000085235246,0.00017697622,0.0018675852],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998524,0.00004019516,0.0000097466545,0.000021717313,0.000063101754,0.000012872923],"domain_scores_gemma":[0.99980026,0.00006698809,0.000021644804,0.000036981917,0.000059829887,0.000014228595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036384564,0.00051634066,0.0002864403,0.0005412053,0.000386847,0.0005747629,0.0008036784,0.0006479597,0.0016243855],"category_scores_gemma":[0.0009610124,0.0002054507,0.0006130052,0.00034472893,0.0004496966,0.000672773,0.0006827234,0.0007436852,0.00041249464],"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":[0.00005861862,0.00016595538,0.0012222257,0.00018020369,0.000057321915,0.0002867813,0.00015804524,0.7020792,0.08438921,0.11579159,0.0013932162,0.0942176],"study_design_scores_gemma":[0.0000035390585,0.000011188042,0.000079250065,0.000004638055,0.0000030506033,0.000023816048,0.0000050547915,0.99482673,0.0017062705,0.001929181,0.0014025978,0.0000047892277],"about_ca_topic_score_codex":0.001466825,"about_ca_topic_score_gemma":0.0015652374,"teacher_disagreement_score":0.0016243855,"about_ca_system_score_codex":0.00026656504,"about_ca_system_score_gemma":0.0005470541,"threshold_uncertainty_score":0.005434096},"labels":[],"label_agreement":null},{"id":"W4281682858","doi":"10.1016/j.jweia.2022.105046","title":"Calculating gas emissions from open-pit mines using inverse dispersion modelling: A numerical evaluation using CALPUFF and CFD-LS","year":2022,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Guelph","funders":"","keywords":"Computational fluid dynamics; Atmospheric dispersion modeling; Dispersion (optics); Terrain; Environmental science; Meteorology; Range (aeronautics); Atmospheric sciences; Mechanics; Air pollution; Geology; Engineering; Chemistry; Aerospace engineering; Physics","score_opus":0.06544537778642116,"score_gpt":0.26057212199350527,"score_spread":0.1951267442070841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281682858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96141493,0.00014794612,0.031643562,0.000074834075,0.000024641584,0.0000698329,0.00022672949,0.00025975954,0.006137714],"genre_scores_gemma":[0.9851488,0.00007498168,0.013447048,0.000008534744,0.000004322781,0.000040149884,0.00010828081,0.0000382935,0.0011295344],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998056,0.00003700392,0.000015933745,0.000029572855,0.0000868073,0.000025136842],"domain_scores_gemma":[0.9991479,0.0005812654,0.00004639826,0.000048306272,0.00014816705,0.000027942946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044524536,0.00052674965,0.0007071492,0.000605843,0.00077386666,0.00082873437,0.0008302914,0.0014478024,0.0009816535],"category_scores_gemma":[0.001304775,0.00036590715,0.0007579207,0.0005943199,0.00043572855,0.00078519253,0.0004789716,0.0006004883,0.00017100105],"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":[0.00016054005,0.00015622898,0.0066242013,0.00010691878,0.000020787982,0.00013503096,0.00009459461,0.96883506,0.009016177,0.00068935205,0.00012329603,0.014037732],"study_design_scores_gemma":[0.000021444672,0.00007393704,0.0017452295,0.0000074785435,0.00000909556,0.000024769419,0.000037511687,0.9937417,0.0039721257,0.00019120648,0.00016607126,0.000009441627],"about_ca_topic_score_codex":0.024891563,"about_ca_topic_score_gemma":0.018782316,"teacher_disagreement_score":0.024891563,"about_ca_system_score_codex":0.00094994996,"about_ca_system_score_gemma":0.0011716846,"threshold_uncertainty_score":0.049493313},"labels":[],"label_agreement":null},{"id":"W4281704256","doi":"10.1038/s41597-022-01342-1","title":"Downburst-like experimental impinging jet measurements at the WindEEE Dome","year":2022,"lang":"en","type":"article","venue":"Scientific Data","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; McGill University; Wind Energy Institute of Canada; Western University","funders":"European Commission","keywords":"Thunderstorm; Jet (fluid); Meteorology; Context (archaeology); Geology; Dome (geology); Outflow; Wind tunnel; Environmental science; Physics; Mechanics","score_opus":0.07372112800546714,"score_gpt":0.2776835011676654,"score_spread":0.20396237316219823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281704256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932199,0.000101038866,0.0012095144,0.000014909261,0.000017782433,0.00005564024,0.00418128,0.00013405737,0.0010659982],"genre_scores_gemma":[0.98263323,0.0001374091,0.0033038717,0.000031112126,0.00002021464,0.00009234681,0.013125141,0.000054749482,0.000601934],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995447,0.000031645162,0.000022343767,0.00012454417,0.0001840856,0.00009259769],"domain_scores_gemma":[0.99930775,0.00012435149,0.000057328518,0.00011190198,0.00023974999,0.00015893622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051212095,0.00040985394,0.0004368084,0.00088623376,0.000671472,0.0004405559,0.00036204467,0.00041291502,0.00070673996],"category_scores_gemma":[0.00079443166,0.00018410273,0.0002250652,0.0007224256,0.00033772466,0.00028663292,0.00049431244,0.00042595138,0.00029784229],"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":[0.0018945886,0.0016160612,0.5586938,0.00055827165,0.00028873366,0.0015844743,0.0021393576,0.013673477,0.3575907,0.00048376073,0.004722032,0.05675463],"study_design_scores_gemma":[0.00008239263,0.00054073095,0.96406907,0.00003372923,0.00005240072,0.00021367802,0.00049130764,0.0061816466,0.023374846,0.000073064635,0.004841477,0.000045663768],"about_ca_topic_score_codex":0.014754405,"about_ca_topic_score_gemma":0.053357948,"teacher_disagreement_score":0.014754405,"about_ca_system_score_codex":0.00031719956,"about_ca_system_score_gemma":0.0004892456,"threshold_uncertainty_score":0.029337049},"labels":[],"label_agreement":null},{"id":"W4283376466","doi":"10.3390/atmos13071013","title":"Performance Evaluation of the RANS Models in Predicting the Pollutant Concentration Field within a Compact Urban Setting: Effects of the Source Location and Turbulent Schmidt Number","year":2022,"lang":"en","type":"article","venue":"Atmosphere","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":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Computational fluid dynamics; Turbulence kinetic energy; Scalar (mathematics); Meteorology; Mechanics; Atmospheric dispersion modeling; Environmental science; Scalar field; Sensitivity (control systems); Mathematics; Applied mathematics; Statistical physics; Physics; Geometry; Classical mechanics; Engineering; Chemistry","score_opus":0.007276683285096243,"score_gpt":0.20855592363184508,"score_spread":0.20127924034674885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283376466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98139876,0.00013600184,0.016764471,0.000060305465,0.000025531774,0.000036134497,0.00014088352,0.0003145334,0.0011235208],"genre_scores_gemma":[0.99123013,0.000062480445,0.008236282,0.000010744395,0.000004444244,0.000021059908,0.00013997577,0.000019757255,0.0002751007],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934894,0.00019714664,0.00008378892,0.00012844564,0.0001736102,0.00006808301],"domain_scores_gemma":[0.997898,0.0010875686,0.00026272357,0.00023501343,0.00042363926,0.000093056005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021174124,0.0011415548,0.0007131535,0.00061409106,0.00048668942,0.00096129574,0.00078590296,0.001021894,0.0004207264],"category_scores_gemma":[0.0036133532,0.0003263726,0.0006305147,0.00046162147,0.0005597813,0.0010269295,0.00067442894,0.00058319705,0.00015450003],"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":[0.00056036393,0.00034268948,0.022469275,0.000099712015,0.00006416427,0.0001408018,0.00017351286,0.9349221,0.012449041,0.00081412424,0.00022159937,0.027742594],"study_design_scores_gemma":[0.000010211888,0.00019509146,0.0019172399,0.0000055623996,0.0000070785213,0.000015523408,0.000039198916,0.9934628,0.0042173946,0.000046201974,0.00007016403,0.000013484862],"about_ca_topic_score_codex":0.017880883,"about_ca_topic_score_gemma":0.014965926,"teacher_disagreement_score":0.017880883,"about_ca_system_score_codex":0.00056402304,"about_ca_system_score_gemma":0.0011015508,"threshold_uncertainty_score":0.035553634},"labels":[],"label_agreement":null},{"id":"W4283743682","doi":"10.1002/rem.21728","title":"Simultaneous monitoring of volatile organic contaminant concentration and controlling factors for vapor intrusion risk evaluations—Two select cases","year":2022,"lang":"en","type":"article","venue":"Remediation Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Environmental science; Intrusion; Advection; Sample (material); Computer science; Chemistry","score_opus":0.014227642674271904,"score_gpt":0.26344062628078346,"score_spread":0.24921298360651156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283743682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867379,0.000235781,0.011914493,0.000056141176,0.0000070540655,0.0000951207,0.0001665108,0.000038669885,0.00074833346],"genre_scores_gemma":[0.9911273,0.0002110164,0.008064531,0.000019095667,0.000011531243,0.000055389894,0.00019858539,0.0000066703046,0.00030574316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913245,0.00016965967,0.000065035616,0.00020190996,0.00035972105,0.000071221686],"domain_scores_gemma":[0.99885154,0.0003768073,0.0003136879,0.00011427634,0.00029080472,0.000052968164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012699262,0.0006548258,0.0004333722,0.0009954917,0.00039288506,0.00083482923,0.0005087999,0.0009393221,0.0002911765],"category_scores_gemma":[0.0018180115,0.00020246467,0.00052128267,0.0008910495,0.00038033476,0.00057164003,0.00066149817,0.0003597989,0.00009195889],"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":[0.0021815063,0.00187744,0.6296898,0.0003944549,0.0003223124,0.008030646,0.00081709056,0.039071117,0.22301394,0.0014001881,0.0008786546,0.09232286],"study_design_scores_gemma":[0.00015332576,0.0066204024,0.367407,0.00006189893,0.0006289666,0.0053737066,0.002469623,0.25984737,0.35012636,0.002034288,0.005102697,0.0001743905],"about_ca_topic_score_codex":0.0037441556,"about_ca_topic_score_gemma":0.00461275,"teacher_disagreement_score":0.0037441556,"about_ca_system_score_codex":0.0004828221,"about_ca_system_score_gemma":0.00035666212,"threshold_uncertainty_score":0.0074447393},"labels":[],"label_agreement":null},{"id":"W4283816705","doi":"10.1016/j.ijheatmasstransfer.2022.123132","title":"Study of turbulent dispersion of a concentration plume emitting from a line source over a rib‐roughened surface","year":2022,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; University of Manitoba","keywords":"Plume; Turbulence; Mechanics; Line source; Boundary layer; Convective Boundary Layer; Dispersion (optics); Physics; Materials science; Optics; Meteorology; Planetary boundary layer","score_opus":0.00970592800285538,"score_gpt":0.23185961009293707,"score_spread":0.22215368209008168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283816705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99878746,0.00002740404,0.00078468677,0.000015867792,0.0000032730893,0.000007342193,0.000017393535,0.000019415776,0.00033719727],"genre_scores_gemma":[0.99920636,0.0000145618615,0.00048670097,0.0000031416193,0.0000028874988,0.0000028344164,0.000026500578,0.000004064158,0.00025303927],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999422,0.000009913929,0.0000022658876,0.000012370908,0.000018141809,0.000015195725],"domain_scores_gemma":[0.9997191,0.00015100358,0.00002433038,0.000015447467,0.000050928702,0.000039247945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015633361,0.00025897694,0.00034131212,0.00044432824,0.0005856694,0.00035064697,0.00029608665,0.00041451008,0.00050750957],"category_scores_gemma":[0.00030265437,0.00013212321,0.00040823047,0.00023594046,0.0003932135,0.00026244792,0.00023201025,0.00044213355,0.000050284507],"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":[0.0013045656,0.0005750321,0.028741164,0.00009557618,0.00012936736,0.0025324493,0.0006085273,0.051891122,0.90439516,0.0007295081,0.00022676394,0.008770765],"study_design_scores_gemma":[0.00032991453,0.0021684207,0.16741268,0.000016560092,0.000119352466,0.0007960774,0.0006444237,0.62019664,0.2071666,0.00034244757,0.00070124393,0.0001056622],"about_ca_topic_score_codex":0.004885517,"about_ca_topic_score_gemma":0.0020351452,"teacher_disagreement_score":0.004885517,"about_ca_system_score_codex":0.00029534797,"about_ca_system_score_gemma":0.00020320519,"threshold_uncertainty_score":0.009714186},"labels":[],"label_agreement":null},{"id":"W4285219704","doi":"10.1007/978-981-19-1438-6_4","title":"Overview of Outfall Discharge Modeling with a Focus on Turbulence Modeling Approaches","year":2022,"lang":"en","type":"book-chapter","venue":"Forum for interdisciplinary mathematics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Wilfrid Laurier University","funders":"","keywords":"Outfall; Reynolds-averaged Navier–Stokes equations; Computational fluid dynamics; Turbulence; Marine engineering; Jet (fluid); Flow (mathematics); Environmental science; Engineering; Aerospace engineering; Mechanics; Environmental engineering; Physics","score_opus":0.0856750306759576,"score_gpt":0.2750485472865167,"score_spread":0.18937351661055907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285219704","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":[0.0028929806,0.09693742,0.78202015,0.0017429932,0.0022903732,0.00013905243,0.00087440835,0.0024974036,0.11060526],"genre_scores_gemma":[0.074435376,0.22258593,0.43444952,0.0016790109,0.0032725888,0.00043181222,0.003166673,0.00261122,0.25736782],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997341,0.000039645573,0.000017766919,0.00004554004,0.00014324638,0.000019670895],"domain_scores_gemma":[0.9998286,0.000041945492,0.000010141675,0.000024607623,0.00008019341,0.0000145376725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039979714,0.0015084867,0.0010284646,0.0011092452,0.00046821093,0.0018495462,0.0015617037,0.0012821612,0.009850857],"category_scores_gemma":[0.00046916763,0.00074284617,0.0010524077,0.0020596795,0.00042839829,0.0025914218,0.0010981666,0.0020299088,0.0052523925],"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":[0.00003940899,0.00020238022,0.00041195107,0.0015771606,0.0000907813,0.00023940497,0.00021958353,0.21013197,0.008512942,0.25227255,0.098984234,0.42731747],"study_design_scores_gemma":[0.000009323642,0.00008055803,0.0005717824,0.0005593681,0.000037492882,0.00031117524,0.00005746554,0.23352934,0.0022535464,0.12525606,0.6372733,0.000060656243],"about_ca_topic_score_codex":0.0028616237,"about_ca_topic_score_gemma":0.0031833625,"teacher_disagreement_score":0.009850857,"about_ca_system_score_codex":0.00066273625,"about_ca_system_score_gemma":0.0009755805,"threshold_uncertainty_score":0.032954395},"labels":[],"label_agreement":null},{"id":"W4285729706","doi":"10.1007/s44223-022-00008-7","title":"Recent advances in modeling turbulent wind flow at pedestrian-level in the built environment","year":2022,"lang":"en","type":"review","venue":"Architectural Intelligence","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":38,"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":"Huazhong University of Science and Technology; National University of Defense Technology; Sun Yat-sen University; National Natural Science Foundation of China; Concordia University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Computer science; Computational fluid dynamics; Pedestrian; Large eddy simulation; Reynolds-averaged Navier–Stokes equations; Simulation; Turbulence; Meteorology; Engineering; Aerospace engineering; Civil engineering","score_opus":0.11285818329119646,"score_gpt":0.3191107797081383,"score_spread":0.20625259641694182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285729706","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":[0.06823875,0.20536295,0.685876,0.0017701645,0.0016882943,0.00016756568,0.0012621621,0.0009768062,0.0346572],"genre_scores_gemma":[0.48796222,0.32481784,0.17331766,0.0005336645,0.0018975578,0.00031487705,0.0024554958,0.0003162913,0.008384394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996642,0.00009354201,0.000040162915,0.000060608632,0.00010871033,0.0000328483],"domain_scores_gemma":[0.9994435,0.0002543884,0.00007786857,0.000039708157,0.00014053874,0.000043938886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073688204,0.0014063261,0.001079628,0.0011444231,0.00040242556,0.0016530558,0.0011438946,0.0009797842,0.0018531695],"category_scores_gemma":[0.0012272636,0.0005284872,0.0018564421,0.0016569968,0.00046005347,0.0015326148,0.000999187,0.0011194961,0.0007375161],"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":[0.00009192648,0.00012701748,0.0100321695,0.0042126365,0.00024276818,0.0004753397,0.0003704383,0.739056,0.008086437,0.031241577,0.004109102,0.20195453],"study_design_scores_gemma":[0.000021048947,0.0001823857,0.0041825077,0.0008793972,0.000291511,0.000303741,0.00024579663,0.87345046,0.0030726339,0.015833579,0.101413876,0.00012309192],"about_ca_topic_score_codex":0.0061136275,"about_ca_topic_score_gemma":0.004635155,"teacher_disagreement_score":0.0061136275,"about_ca_system_score_codex":0.000418734,"about_ca_system_score_gemma":0.001179525,"threshold_uncertainty_score":0.012156069},"labels":[],"label_agreement":null},{"id":"W4287838581","doi":"10.1002/cjce.24571","title":"Experimental methods in chemical engineering: Computational fluid dynamics/finite volume method—<scp>CFD</scp>/<scp>FVM</scp>","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computational fluid dynamics; Turbulence; Finite volume method; Fluid dynamics; Flow (mathematics); Compressibility; Computer science; Mechanics; Physics","score_opus":0.00989795314137036,"score_gpt":0.23486461006880224,"score_spread":0.2249666569274319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287838581","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":[0.0014889308,0.0043077767,0.9775414,0.0009556047,0.00070586335,0.00012700731,0.0003220339,0.0014067851,0.013144611],"genre_scores_gemma":[0.065342724,0.009329306,0.90476614,0.00059290096,0.0011342902,0.00085401436,0.0014270135,0.0017100669,0.014843482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973456,0.0006107524,0.00018642072,0.0002926635,0.0014920003,0.00007257814],"domain_scores_gemma":[0.9966318,0.0016465851,0.00020885404,0.00043932706,0.0009863436,0.0000871311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030191806,0.00091896555,0.000831199,0.0023583656,0.00070927595,0.0026181454,0.0017623947,0.0024152547,0.016353177],"category_scores_gemma":[0.0059604757,0.0005690964,0.0011793936,0.0026504353,0.002242612,0.0029145663,0.0020730353,0.002310105,0.005161966],"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":[0.000056507462,0.00013073623,0.0008350031,0.0018460928,0.00006273163,0.00015479229,0.00017879663,0.06137912,0.01650407,0.54699445,0.030805422,0.34105232],"study_design_scores_gemma":[0.00005801477,0.00009274944,0.0011562421,0.00075736246,0.000041184445,0.00029279708,0.00011352298,0.36645323,0.026494855,0.2098747,0.39455715,0.000108113534],"about_ca_topic_score_codex":0.0017618127,"about_ca_topic_score_gemma":0.00095071597,"teacher_disagreement_score":0.016353177,"about_ca_system_score_codex":0.0012902988,"about_ca_system_score_gemma":0.0019534512,"threshold_uncertainty_score":0.05470687},"labels":[],"label_agreement":null},{"id":"W4291470594","doi":"10.1016/j.ijdrr.2022.103222","title":"Normalized insured losses caused by windstorms in Quebec and Ontario, Canada, in the period 2008–2021","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Period (music); Climatology; History; Political science; Geology; Physics","score_opus":0.004647047381980092,"score_gpt":0.20162646156405997,"score_spread":0.19697941418207987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291470594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878826,0.0022775813,0.00033314727,0.0014771547,0.000104548795,0.000056342808,0.10171808,0.00007999546,0.0060705417],"genre_scores_gemma":[0.9693987,0.0011525607,0.0001592064,0.00021996607,0.00002260173,0.000027495955,0.02268251,0.000011202771,0.006325759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999387,0.000039979,0.000056225967,0.000069590555,0.0001890129,0.00025803805],"domain_scores_gemma":[0.9979965,0.00006468083,0.0005061168,0.00004224078,0.0010373546,0.00035313677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036265957,0.00036950613,0.00035047167,0.0011911155,0.00096726243,0.0011530427,0.0010451742,0.00065933773,0.0022764024],"category_scores_gemma":[0.0018991864,0.00025071972,0.0006290234,0.0031016439,0.00046507872,0.00044379788,0.0007112195,0.0008320053,0.0002478283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065994577,0.00006903455,0.9457094,0.00019426228,0.00059767073,0.0004508453,0.0006135298,0.008173491,0.0004482588,0.0010880854,0.032076236,0.0099193165],"study_design_scores_gemma":[0.000016468868,0.000017547947,0.9918522,0.000042963147,0.00005412282,0.00007820362,0.0006967638,0.0019730846,0.000075336764,0.00004104666,0.0051356396,0.000016528975],"about_ca_topic_score_codex":0.99696666,"about_ca_topic_score_gemma":0.9981121,"teacher_disagreement_score":0.03226857,"about_ca_system_score_codex":0.03226857,"about_ca_system_score_gemma":0.027598908,"threshold_uncertainty_score":0.23412597},"labels":[],"label_agreement":null},{"id":"W4292367158","doi":"10.1007/978-3-031-14615-2_39","title":"On the Improvement of the Performance of an Axial Mining Fan: Parametric Study","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Computational fluid dynamics; Turbulence; Mechanics; Aerodynamics; Leakage (economics); Mechanical fan; Structural engineering; Parametric statistics; Engineering; Mechanical engineering; Physics; Mathematics","score_opus":0.008469688801725874,"score_gpt":0.19384029554822066,"score_spread":0.18537060674649478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292367158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8982292,0.0012428628,0.052407555,0.0002512485,0.00005118706,0.000062508145,0.00011284767,0.0002149719,0.047427624],"genre_scores_gemma":[0.99551195,0.00017034488,0.0023459566,0.0000067558,0.000010514554,0.000013264213,0.000023696584,0.000018087821,0.0018992791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997048,0.00010121642,0.0000071877134,0.00003613832,0.000104004685,0.000046610796],"domain_scores_gemma":[0.99929905,0.0005325806,0.000041691306,0.00005299124,0.00005828169,0.000015421418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006745588,0.0005084828,0.00056572387,0.00038626738,0.00041530567,0.00045568452,0.00081207365,0.0008511033,0.0029125272],"category_scores_gemma":[0.0017343624,0.00018182212,0.00043731875,0.00044617095,0.0006069627,0.00047893688,0.00046020234,0.00036401718,0.00034011484],"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":[0.001152762,0.0003101522,0.0028372777,0.00031970983,0.000029789195,0.00035980274,0.00037216203,0.76338714,0.13346763,0.0054047285,0.0015071017,0.0908517],"study_design_scores_gemma":[0.00002674245,0.0014108809,0.00660726,0.000032996988,0.000044207307,0.0003196182,0.00013665357,0.945318,0.042368386,0.0013605056,0.0023397633,0.000035048117],"about_ca_topic_score_codex":0.0006796738,"about_ca_topic_score_gemma":0.0006147112,"teacher_disagreement_score":0.0029125272,"about_ca_system_score_codex":0.00019729279,"about_ca_system_score_gemma":0.00019581449,"threshold_uncertainty_score":0.009743333},"labels":[],"label_agreement":null},{"id":"W4293245986","doi":"10.1016/j.scitotenv.2022.157834","title":"The impact of heat and inflow wind variations on vertical transport around a supertall building – The One Vanderbilt field experiment","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Brookhaven National Laboratory","keywords":"Inflow; Canyon; Meteorology; Wind direction; Environmental science; Atmospheric sciences; Flow (mathematics); Wind speed; Geology; Mechanics; Physics; Geomorphology","score_opus":0.011673583452746387,"score_gpt":0.23133524054034044,"score_spread":0.21966165708759405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293245986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99889576,0.0000032433027,0.0000875829,0.000031412343,0.000005600462,0.000017474635,0.00024286604,0.0000105962135,0.0007053698],"genre_scores_gemma":[0.9986393,0.000008332573,0.00030873073,0.000018906225,0.0000037325758,0.000027464173,0.00046391189,0.000008049748,0.0005216307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99963677,0.000115934105,0.000010758293,0.000079515616,0.000060033446,0.00009692885],"domain_scores_gemma":[0.9990089,0.00033541274,0.00010297067,0.0001290687,0.00016951723,0.0002541481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056539965,0.00038069318,0.00032011236,0.00024642897,0.0010010994,0.00066033733,0.0007093935,0.00056671555,0.0015574539],"category_scores_gemma":[0.00086939894,0.00027503647,0.00033573768,0.00028700673,0.00062819844,0.0005336587,0.0005701567,0.0009858242,0.00025360813],"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":[0.025602,0.030424932,0.41095173,0.00029112268,0.0005918818,0.0023440968,0.0042708297,0.1026612,0.35919768,0.0029239494,0.013823015,0.04691758],"study_design_scores_gemma":[0.0009189437,0.009511594,0.87217236,0.000027234932,0.0001582185,0.00013818634,0.003508046,0.07207396,0.03855355,0.00064258114,0.0021747479,0.00012050366],"about_ca_topic_score_codex":0.07023052,"about_ca_topic_score_gemma":0.1263642,"teacher_disagreement_score":0.07023052,"about_ca_system_score_codex":0.0010566214,"about_ca_system_score_gemma":0.0011532139,"threshold_uncertainty_score":0.13964343},"labels":[],"label_agreement":null},{"id":"W4293317027","doi":"10.1061/(asce)st.1943-541x.0003477","title":"Large-Scale Wind Testing on Roof Overhangs for a Low-Rise Building","year":2022,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Roof; Low-rise; Suction; Terrain; Structural engineering; Flat roof; Pressure measurement; Wind direction; Building model; Wind engineering; Geology; Meteorology; Wind speed; Engineering; Physics; Geography; Simulation","score_opus":0.0071895545509891206,"score_gpt":0.20867664162779812,"score_spread":0.20148708707680898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293317027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994893,0.0000072861917,0.00036734802,0.0000017788734,0.0000027495873,0.0000076217857,0.00003044812,0.000015695563,0.0000777096],"genre_scores_gemma":[0.9990177,0.000016605145,0.0007109421,0.000002333565,0.0000014290857,0.000007924172,0.00009351094,0.000005212275,0.00014430468],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967325,0.00002717249,0.000015582362,0.00006483746,0.00014885144,0.0000703551],"domain_scores_gemma":[0.9996269,0.000086518725,0.00004198117,0.000069796966,0.00008196914,0.0000928315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038940093,0.00055300235,0.00049134257,0.00028347687,0.00040660155,0.0003302585,0.0005450124,0.0004771197,0.0010027059],"category_scores_gemma":[0.00045584943,0.0002594475,0.0005286177,0.00026170007,0.00032613528,0.00039951364,0.00037970985,0.0004362163,0.00019915671],"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":[0.0015278448,0.0019080512,0.10993868,0.0002685182,0.000093308256,0.0021179167,0.0009863368,0.06650426,0.7797893,0.0002765551,0.00040184616,0.036187354],"study_design_scores_gemma":[0.00017731146,0.013064751,0.43056995,0.000052362455,0.00016260591,0.0005513676,0.0022611392,0.17116503,0.38017353,0.00027984977,0.0014338108,0.00010835918],"about_ca_topic_score_codex":0.0014695969,"about_ca_topic_score_gemma":0.003962598,"teacher_disagreement_score":0.0014695969,"about_ca_system_score_codex":0.00015920993,"about_ca_system_score_gemma":0.0002480179,"threshold_uncertainty_score":0.0033543706},"labels":[],"label_agreement":null},{"id":"W4293418552","doi":"10.1061/(asce)st.1943-541x.0003488","title":"Effects of the Turbulence Integral Scale on the Non-Gaussian Properties and Extreme Wind Loads of Surface Pressure on a CAARC Model","year":2022,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Turbulence; Kurtosis; Gaussian; Surface pressure; Wind shear; Skewness; K-epsilon turbulence model; Mechanics; Meteorology; Environmental science; Physics; Mathematics; Wind speed; Statistics","score_opus":0.00852180602590561,"score_gpt":0.16530349201607525,"score_spread":0.15678168599016964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293418552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871553,0.000031014974,0.01131151,0.000036675952,0.000011127408,0.000019534165,0.000077468285,0.00013016461,0.0012271322],"genre_scores_gemma":[0.9984225,0.000015192626,0.0013148399,0.0000059582503,0.0000013382185,0.0000092663195,0.00006853737,0.000010474473,0.00015183493],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973065,0.0000573145,0.0000182161,0.000057158933,0.000082612496,0.000054055097],"domain_scores_gemma":[0.999127,0.00037096633,0.00010058458,0.00012606992,0.00019686257,0.00007847473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060112996,0.0005538912,0.0003603143,0.0003062635,0.0003488809,0.00063154346,0.00058271806,0.0004876623,0.00059758907],"category_scores_gemma":[0.0016041945,0.0002253478,0.0004906602,0.0002987851,0.00060420984,0.0005854177,0.0004877174,0.00070200075,0.00008008976],"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":[0.00020064159,0.00013904678,0.011964256,0.000033014257,0.000026114956,0.00015177841,0.000070597795,0.9665012,0.015614551,0.00065329566,0.0001725324,0.00447291],"study_design_scores_gemma":[0.00001165334,0.000085913845,0.0040048338,0.0000023897594,0.0000070342167,0.0000094495,0.000024359044,0.99357104,0.0021268453,0.000074059746,0.00007139721,0.000011055596],"about_ca_topic_score_codex":0.019344086,"about_ca_topic_score_gemma":0.009304389,"teacher_disagreement_score":0.019344086,"about_ca_system_score_codex":0.00041402827,"about_ca_system_score_gemma":0.0006023642,"threshold_uncertainty_score":0.038462996},"labels":[],"label_agreement":null},{"id":"W4294662155","doi":"10.1016/j.engstruct.2022.114885","title":"Reliability-based calibration of site-specific design typhoon wind and wave loads for wind turbine","year":2022,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"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; Western University","keywords":"Typhoon; Offshore wind power; Turbine; Wind power; Calibration; Wind engineering; Marine engineering; Environmental science; Reliability (semiconductor); Wind speed; Renewable energy; Meteorology; Submarine pipeline; Design load; Significant wave height; Engineering; Wind wave; Structural engineering; Geology; Geotechnical engineering; Geography; Statistics","score_opus":0.010232626875537157,"score_gpt":0.18768049736214718,"score_spread":0.17744787048661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294662155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7742821,0.00018033765,0.21901435,0.00007000433,0.000048454345,0.00006882994,0.0006479065,0.0018003893,0.0038876522],"genre_scores_gemma":[0.9886518,0.000019078443,0.010558901,0.000010018687,0.0000035425542,0.000022200738,0.00035638176,0.00009079959,0.00028727355],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902046,0.00033749556,0.000047353165,0.00015839278,0.00037656023,0.00005964029],"domain_scores_gemma":[0.99514633,0.0015978529,0.0005588267,0.0009904269,0.0016397401,0.000066851615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019833152,0.0009977692,0.00040469805,0.0014456215,0.00030071582,0.00034696818,0.0008941572,0.0008567085,0.0011313688],"category_scores_gemma":[0.007855231,0.0004195801,0.00056111946,0.0005462861,0.00028566225,0.000700366,0.0005287061,0.00049850735,0.0005935223],"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":[0.0002573523,0.00015685805,0.04088237,0.00011837748,0.00010360202,0.00009108556,0.00017949066,0.86650956,0.02675495,0.0007455341,0.0015219713,0.06267884],"study_design_scores_gemma":[0.00002547121,0.00025835796,0.030561429,0.000018316454,0.000044357766,0.00008733609,0.00004321092,0.95342374,0.01437917,0.00052106794,0.0006132933,0.000024268387],"about_ca_topic_score_codex":0.0025581026,"about_ca_topic_score_gemma":0.00529633,"teacher_disagreement_score":0.0025581026,"about_ca_system_score_codex":0.0006658502,"about_ca_system_score_gemma":0.00037483865,"threshold_uncertainty_score":0.010488868},"labels":[],"label_agreement":null},{"id":"W4294842651","doi":"10.1016/j.jher.2022.08.002","title":"A novel pre-dilution, swirling jet diffuser to enhance effluent mixing: Hydrodynamics and dilution performance","year":2022,"lang":"en","type":"article","venue":"Journal of Hydro-environment Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Institute of Water Resources and Hydropower Research","keywords":"Dilution; Diffuser (optics); Jet (fluid); Mixing (physics); Effluent; Mechanics; Environmental science; Materials science; Chemistry; Environmental engineering; Physics; Thermodynamics; Optics","score_opus":0.01801719742435618,"score_gpt":0.286691853603309,"score_spread":0.2686746561789528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294842651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779063,0.0009022095,0.019234886,0.00012476683,0.00009800571,0.000068277695,0.0001007039,0.00047669926,0.0010882694],"genre_scores_gemma":[0.96609783,0.0006921791,0.026284574,0.00013343939,0.000049953658,0.000036233778,0.00018283374,0.00005439676,0.0064684954],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998221,0.00001662094,0.000012999725,0.00004257083,0.000082847524,0.00002295865],"domain_scores_gemma":[0.99986374,0.000023794406,0.000037966936,0.000010089243,0.00003864951,0.00002570959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030652,0.00043828975,0.0004928835,0.00021082134,0.00023417691,0.0006155954,0.0005454167,0.00050090416,0.0010137889],"category_scores_gemma":[0.0002434751,0.00018593957,0.0003233449,0.00017185725,0.00018244679,0.00041113436,0.00021889727,0.000523452,0.00040976898],"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":[0.00010466995,0.00009184132,0.00014023617,0.000043835753,0.0000038062196,0.000018042905,0.000008876453,0.00012835649,0.99573493,0.00004844842,0.000062745006,0.0036141933],"study_design_scores_gemma":[0.00003436442,0.00061919255,0.0010711107,0.0000017858374,0.000012595356,0.000068292815,0.000007690374,0.0028208587,0.9943686,0.0000064516694,0.0009790885,0.000009971027],"about_ca_topic_score_codex":0.0008925875,"about_ca_topic_score_gemma":0.0020858988,"teacher_disagreement_score":0.0010137889,"about_ca_system_score_codex":0.00031644988,"about_ca_system_score_gemma":0.00037059197,"threshold_uncertainty_score":0.0033914447},"labels":[],"label_agreement":null},{"id":"W4295953245","doi":"10.4050/f-0078-2022-1152","title":"The Safety of Advanced Air Mobility and The Effects of Wind in the Urban Canyon","year":2022,"lang":"en","type":"article","venue":"","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":true,"ca_institutions":"National Research Council Canada; Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Wind tunnel; Aerodynamics; Environmental science; Canyon; Meteorology; Marine engineering; Wind speed; Footprint; Wind direction; Wind engineering; Civil engineering; Engineering; Aerospace engineering; Geology; Geography","score_opus":0.0022598289908502263,"score_gpt":0.18482079746582208,"score_spread":0.18256096847497186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295953245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98966265,0.000083128936,0.00063499424,0.00007378066,0.0000066660073,0.000021704594,0.000039345072,0.000007968114,0.009469706],"genre_scores_gemma":[0.9983606,0.00012596782,0.0004133145,0.000011769299,0.0000018308903,0.000009271809,0.000026939835,0.000002382374,0.0010479848],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961925,0.00009016537,0.000007584865,0.000036165635,0.00013832194,0.000108383305],"domain_scores_gemma":[0.9995378,0.00012494232,0.00005792763,0.000030287587,0.00016198464,0.00008716376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003890305,0.00024425864,0.00015914452,0.00027772973,0.0015266823,0.0012060462,0.0003192678,0.00029243957,0.0013260413],"category_scores_gemma":[0.00096597214,0.00014845932,0.0001309114,0.00025411398,0.0015753852,0.00039838091,0.0008103024,0.0002508943,0.0001549543],"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":[0.0022450762,0.00077198574,0.6172369,0.0005940929,0.00014910182,0.00376595,0.013648006,0.116337426,0.07777418,0.020303309,0.0034325288,0.14374144],"study_design_scores_gemma":[0.00007304264,0.0020452454,0.90500575,0.0001847541,0.00008652399,0.00042851747,0.036809433,0.02848752,0.011313881,0.0039570583,0.011516482,0.00009169651],"about_ca_topic_score_codex":0.24749303,"about_ca_topic_score_gemma":0.48092762,"teacher_disagreement_score":0.24749303,"about_ca_system_score_codex":0.0016537115,"about_ca_system_score_gemma":0.0029469472,"threshold_uncertainty_score":0.49210495},"labels":[],"label_agreement":null},{"id":"W4297293626","doi":"","title":"La simulation des flux radiatifs en milieu urbain : comparaison de stratégies","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Environmental science; Computer science","score_opus":0.015359259867214495,"score_gpt":0.2426767227230766,"score_spread":0.22731746285586213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297293626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94155616,0.00058046845,0.042722356,0.00051129377,0.000081132996,0.00013044066,0.00038020086,0.0004573846,0.013580477],"genre_scores_gemma":[0.981054,0.00019894201,0.016470129,0.00006117472,0.000015502272,0.00009223128,0.00019593298,0.00008891037,0.0018231631],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942064,0.0002673698,0.000026665639,0.000095549985,0.00008677842,0.00010303177],"domain_scores_gemma":[0.997598,0.0016911122,0.00010528436,0.00012936088,0.00034847553,0.00012783903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014024555,0.0011776906,0.0015730783,0.0008201923,0.00085222634,0.0022079991,0.0013157218,0.0031999543,0.0024204266],"category_scores_gemma":[0.003792522,0.00062400417,0.0010460613,0.0009720131,0.0007015163,0.001064981,0.0008143678,0.0011425312,0.00031563276],"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":[0.00014556668,0.00008336494,0.0012806418,0.000026602836,0.0000208926,0.000025169267,0.00003578004,0.99316263,0.0009279062,0.0006511372,0.00006831402,0.0035720994],"study_design_scores_gemma":[0.00006144108,0.00008287782,0.00057106296,0.0000056594863,0.000012537656,0.000004636783,0.000043659467,0.9978459,0.0009492157,0.00017447025,0.0002405502,0.00000805429],"about_ca_topic_score_codex":0.08859579,"about_ca_topic_score_gemma":0.043222714,"teacher_disagreement_score":0.08859579,"about_ca_system_score_codex":0.0018854727,"about_ca_system_score_gemma":0.001710147,"threshold_uncertainty_score":0.17616022},"labels":[],"label_agreement":null},{"id":"W4299129320","doi":"","title":"Measurement techniques of the sensitivity functions to characterize the vibration response of panels under turbulent boundary layer excitation","year":2018,"lang":"en","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Wind and Air Flow Studies","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":"Université de Sherbrooke","funders":"","keywords":"Boundary layer; Sensitivity (control systems); Acoustics; Excitation; Vibration; Turbulence; Boundary (topology); Mechanics; Structural engineering; Physics; Materials science; Mathematical analysis; Mathematics; Engineering; Electronic engineering","score_opus":0.027640126492163283,"score_gpt":0.215570656376086,"score_spread":0.18793052988392273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299129320","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":[0.050873704,0.0014377482,0.94029796,0.00012027682,0.000112768386,0.00010992461,0.00031342034,0.00076507113,0.005969027],"genre_scores_gemma":[0.69769996,0.0017074927,0.29199964,0.00020606382,0.000092222675,0.00024518245,0.00042765265,0.00028879277,0.0073329876],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994192,0.00012177686,0.000016529217,0.00008745014,0.00032157262,0.000033501703],"domain_scores_gemma":[0.99857724,0.00094213185,0.00007666402,0.00014933625,0.0002293666,0.000025222758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009863696,0.00070603343,0.00030083454,0.0009547581,0.00026242566,0.0005296011,0.0006448824,0.0007534412,0.0025631057],"category_scores_gemma":[0.0019388046,0.00051464944,0.00032450855,0.000786699,0.00046567892,0.00060874596,0.0004341508,0.00090509595,0.0008266498],"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":[0.00015717668,0.0000673493,0.0012102901,0.00022994514,0.000030570387,0.00005204827,0.00017377426,0.0064773797,0.87018126,0.002573303,0.0010523841,0.11779452],"study_design_scores_gemma":[0.000015513742,0.0004020876,0.019138113,0.00007228254,0.000050690647,0.00062680495,0.000100345766,0.0827883,0.88600796,0.0028814557,0.00783584,0.000080645004],"about_ca_topic_score_codex":0.00043813305,"about_ca_topic_score_gemma":0.0006972519,"teacher_disagreement_score":0.0025631057,"about_ca_system_score_codex":0.00023053486,"about_ca_system_score_gemma":0.00017964853,"threshold_uncertainty_score":0.008574486},"labels":[],"label_agreement":null},{"id":"W4300167435","doi":"10.1016/j.jobe.2022.105347","title":"Wind-driven rainwater penetration through brick veneer with and without surface treatments","year":2022,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Mitacs","keywords":"Rainwater harvesting; Building envelope; Penetration (warfare); Geotechnical engineering; Absorption of water; Masonry veneer; Materials science; Cladding (metalworking); Composite material; Durability; Moisture; Building material; Environmental science; Masonry; Engineering; Structural engineering; Meteorology","score_opus":0.007986458417354961,"score_gpt":0.20686427433841695,"score_spread":0.198877815921062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300167435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991462,0.000059429756,0.0002463314,0.0000047368903,0.000005649777,0.000004718369,0.000084880565,0.000011397158,0.00043668153],"genre_scores_gemma":[0.9988802,0.00005128752,0.00017232273,0.0000050779245,0.0000013840473,0.000003683479,0.00006584348,0.000006409861,0.0008137703],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99989057,0.0000075318176,0.00000400232,0.000024342957,0.000030108513,0.000043369244],"domain_scores_gemma":[0.9998233,0.00008067601,0.000026432735,0.0000083343175,0.000038677703,0.000022604094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016130337,0.00018621441,0.00029766487,0.00017985351,0.0002143982,0.0002779528,0.00024485792,0.0003004648,0.0036527438],"category_scores_gemma":[0.0002694044,0.00015475067,0.00021062646,0.00022874014,0.00019088923,0.00038556245,0.00013396666,0.00046843904,0.0002529115],"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":[0.0006841286,0.000103933744,0.0015640985,0.00007570159,0.000008331404,0.00007953494,0.00008796742,0.0013186238,0.9921497,0.00005195535,0.000072589704,0.003803461],"study_design_scores_gemma":[0.000032029886,0.0011344907,0.038781207,0.000015043074,0.000034470246,0.000048104474,0.00028051616,0.012856813,0.9460982,0.00004972917,0.000649333,0.000020116348],"about_ca_topic_score_codex":0.002976122,"about_ca_topic_score_gemma":0.004799133,"teacher_disagreement_score":0.0036527438,"about_ca_system_score_codex":0.00018965792,"about_ca_system_score_gemma":0.00018207871,"threshold_uncertainty_score":0.012219667},"labels":[],"label_agreement":null},{"id":"W4300665006","doi":"10.5957/attc-2004-006","title":"Modelling Multi-Directional Wind Waves and Swell in an Experimental Basin","year":2004,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"National Research Council Canada","funders":"","keywords":"Swell; Wind wave; Geology; Infragravity wave; Acoustics; Surface wave; Wind wave model; Homogeneous; Wave propagation; Geophysics; Mechanical wave; Longitudinal wave; Physics; Optics; Statistical physics","score_opus":0.025012232827201573,"score_gpt":0.24638793977919055,"score_spread":0.22137570695198897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300665006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966769,0.000015827844,0.0024622225,0.0000284345,0.0000036311978,0.000016720373,0.000063367486,0.000041414507,0.0006913348],"genre_scores_gemma":[0.99792874,0.000020016441,0.0017285533,0.0000045352467,0.0000010225225,0.00003527585,0.000056065266,0.000009173865,0.00021647588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998323,0.000051656552,0.000010560547,0.00003146252,0.000032158543,0.000041836505],"domain_scores_gemma":[0.9993685,0.00039838522,0.00004261613,0.00006268863,0.000072587674,0.000055225948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047326685,0.00042387767,0.0004764246,0.00033406608,0.00047782128,0.0005262957,0.0008555411,0.00085085223,0.0011706644],"category_scores_gemma":[0.0013995504,0.00041690026,0.00045006818,0.00030008404,0.0007265236,0.00063019746,0.00050459825,0.0006027148,0.00008114348],"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":[0.000146008,0.00021068545,0.008884357,0.000040989216,0.000030381774,0.00012608744,0.00006805983,0.97739226,0.0095595615,0.00044247883,0.00009147086,0.0030075635],"study_design_scores_gemma":[0.000041552314,0.00014261469,0.0026325877,0.0000031644192,0.0000107565165,0.0000119849965,0.000036352856,0.9932034,0.0036321569,0.00015301403,0.00012291307,0.000009529273],"about_ca_topic_score_codex":0.015598218,"about_ca_topic_score_gemma":0.0144997835,"teacher_disagreement_score":0.015598218,"about_ca_system_score_codex":0.00088526023,"about_ca_system_score_gemma":0.0007019844,"threshold_uncertainty_score":0.03101486},"labels":[],"label_agreement":null},{"id":"W4303644380","doi":"10.1061/jsendh/steng-10957","title":"Experimental Investigation of the Wind Loading on Solar Panels: Effects of Clearance off Flat Roofs","year":2022,"lang":"en","type":"article","venue":"Journal of Structural Engineering","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Roof; Wind tunnel; Environmental science; Wind speed; Wind direction; Hypersonic wind tunnel; Marine engineering; Meteorology; Structural engineering; Engineering; Aerospace engineering; Physics","score_opus":0.005445996310893282,"score_gpt":0.18540732689151698,"score_spread":0.1799613305806237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303644380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99883264,0.000017655846,0.0007690759,0.000006298869,0.000009764741,0.000018084458,0.00008159871,0.000015681855,0.00024923336],"genre_scores_gemma":[0.99879116,0.000031172116,0.0007501241,0.0000074630652,0.0000040109912,0.000019456218,0.00009324042,0.0000069288785,0.00029649612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995865,0.00005913289,0.000030246227,0.00006192431,0.00014613077,0.000116104966],"domain_scores_gemma":[0.9992594,0.00023541464,0.00010697079,0.00013616662,0.0001651924,0.00009682631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034958287,0.00052475615,0.000426083,0.00021107236,0.00043427933,0.0002970667,0.0003612648,0.0005012326,0.0031625708],"category_scores_gemma":[0.0008002883,0.00022496651,0.00029986183,0.00014453153,0.00045234003,0.00031465688,0.00045304082,0.0006160206,0.00025394786],"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":[0.0014913388,0.00087736605,0.0071839043,0.0001961661,0.000020504001,0.00044820982,0.00028383266,0.008630779,0.9736226,0.000111735,0.00016838481,0.006965147],"study_design_scores_gemma":[0.000117058284,0.013924209,0.06444146,0.000040463405,0.00003962322,0.00031679522,0.0009334712,0.018663676,0.9004433,0.00013216207,0.0009004242,0.00004738725],"about_ca_topic_score_codex":0.00048291672,"about_ca_topic_score_gemma":0.00076147204,"teacher_disagreement_score":0.0031625708,"about_ca_system_score_codex":0.00009348594,"about_ca_system_score_gemma":0.00022487903,"threshold_uncertainty_score":0.010579824},"labels":[],"label_agreement":null},{"id":"W4304959146","doi":"10.1016/j.scs.2022.104252","title":"Improving the performance of a CAE-based reduced-order model for predicting turbulent airflow field around an isolated high-rise building","year":2022,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University; Canada Excellence Research Chairs, Government of Canada","keywords":"Airflow; Turbulence; Field (mathematics); Engineering; Computational fluid dynamics; Aerospace engineering; Architectural engineering; Mechanics; Mechanical engineering; Physics; Mathematics","score_opus":0.006148699433636973,"score_gpt":0.20373121100413602,"score_spread":0.19758251157049905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304959146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7884504,0.0004747555,0.19549006,0.00046536475,0.00024028368,0.00009174067,0.00040931618,0.0016001285,0.0127778845],"genre_scores_gemma":[0.9884199,0.000060763432,0.009585018,0.000037093145,0.000017667491,0.000035339246,0.00021677701,0.000054850076,0.0015725112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998839,0.000023903285,0.000007734195,0.000031501462,0.000030279645,0.000022676566],"domain_scores_gemma":[0.9995709,0.00019048934,0.000028854205,0.00004069033,0.00013632393,0.00003276739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029607845,0.00064229604,0.00090776983,0.00030911804,0.0006849441,0.0009088754,0.0009639752,0.001463475,0.0013797205],"category_scores_gemma":[0.0009419969,0.00037239143,0.0008591253,0.00023385961,0.0004046504,0.0006976251,0.00049131917,0.0010898462,0.0002662267],"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":[0.000029552959,0.000042221625,0.0006419259,0.000015986961,0.000011391051,0.000019598061,0.000014193194,0.99467033,0.0017224253,0.00018371381,0.0001269749,0.0025216627],"study_design_scores_gemma":[0.0000019707925,0.0000039945085,0.00005810914,4.1920475e-7,9.881455e-7,5.7158667e-7,0.0000011696553,0.9997918,0.0001030725,0.000012467045,0.000024313178,0.0000011007371],"about_ca_topic_score_codex":0.07356596,"about_ca_topic_score_gemma":0.034245506,"teacher_disagreement_score":0.07356596,"about_ca_system_score_codex":0.0006107195,"about_ca_system_score_gemma":0.0014150619,"threshold_uncertainty_score":0.14627552},"labels":[],"label_agreement":null},{"id":"W4307646893","doi":"10.1007/s43452-022-00545-y","title":"Construction and dynamic identification of aeroelastic test models for flexible roofs","year":2022,"lang":"en","type":"article","venue":"Archives of Civil and Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Narodowa Agencja Wymiany Akademickiej","keywords":"Aeroelasticity; Paraboloid; Structural engineering; Modal; Truss; Engineering; Identification (biology); Scaling; Dynamic testing; System identification; Normal mode; Stiffness; Aerodynamics; Mathematics; Vibration; Geometry; Acoustics; Aerospace engineering; Physics","score_opus":0.00532708829470454,"score_gpt":0.18592484680149765,"score_spread":0.1805977585067931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307646893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6036454,0.00008959753,0.38930747,0.00005848142,0.00003181181,0.00012584131,0.000326507,0.0006553117,0.00575959],"genre_scores_gemma":[0.9836934,0.00003537255,0.015016921,0.000004321667,0.0000019603733,0.00008338406,0.00014538293,0.000019580797,0.000999582],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997842,0.00005645979,0.0000090971,0.00003518503,0.000086781096,0.000028388167],"domain_scores_gemma":[0.99970824,0.000107950815,0.000046982088,0.000058442118,0.000056384637,0.000022071552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029859092,0.00055576063,0.000359023,0.0004844714,0.0002271932,0.00055170903,0.0006153123,0.0007814882,0.00158139],"category_scores_gemma":[0.0006631182,0.00026146788,0.0005462086,0.00020420607,0.0005117028,0.00026682438,0.0004120755,0.0003346389,0.00033531146],"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":[0.000055359855,0.000051756455,0.0015892829,0.000056604455,0.000011319076,0.00017903166,0.000054588814,0.9625531,0.027177501,0.0010242233,0.00011888436,0.007128359],"study_design_scores_gemma":[0.000004281925,0.00006417644,0.00080270757,0.000008250747,0.0000031125387,0.00003062217,0.000032547985,0.9912675,0.0072180703,0.00018654151,0.00037697805,0.000005256015],"about_ca_topic_score_codex":0.002190362,"about_ca_topic_score_gemma":0.0011280725,"teacher_disagreement_score":0.002190362,"about_ca_system_score_codex":0.00033813927,"about_ca_system_score_gemma":0.00040804702,"threshold_uncertainty_score":0.0052903295},"labels":[],"label_agreement":null},{"id":"W4307955205","doi":"10.1016/j.jobe.2022.105428","title":"A systematic methodological framework to study climate change impacts on heating and cooling demands of buildings","year":2022,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"ASHRAE 90.1; Climate change; Environmental science; Energy consumption; Architectural engineering; Global warming; Greenhouse gas; Environmental resource management; Thermal comfort; Computer science; Environmental economics; Civil engineering; Meteorology; Engineering; Geography; Economics","score_opus":0.0423506241005663,"score_gpt":0.3013696004565461,"score_spread":0.2590189763559798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307955205","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":[0.015662128,0.0011698473,0.970533,0.0035824548,0.000204619,0.0028757595,0.0006606531,0.0000620279,0.0052494463],"genre_scores_gemma":[0.14401326,0.0010036048,0.84629774,0.00040317577,0.00008031144,0.00700573,0.0002955514,0.000030431313,0.00087024487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9407065,0.050088085,0.003942728,0.0018881134,0.002716613,0.0006578924],"domain_scores_gemma":[0.93020964,0.047096092,0.004488692,0.006569016,0.011065089,0.0005714814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06746115,0.0010934069,0.0012161522,0.005965458,0.002789604,0.0052622072,0.0026457515,0.0019889316,0.0030758288],"category_scores_gemma":[0.0635099,0.0010070081,0.0023150304,0.00458974,0.0065480964,0.003908594,0.003701231,0.0024521553,0.00032517285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054096872,0.00046483325,0.0077379653,0.00144378,0.00031354095,0.00012305155,0.0035308478,0.015514788,0.0016892181,0.92700315,0.001743222,0.04038145],"study_design_scores_gemma":[0.00031872228,0.0007363144,0.0068841754,0.002892856,0.00048143874,0.00014799675,0.011580764,0.05713134,0.0034930564,0.87506247,0.041144215,0.00012657986],"about_ca_topic_score_codex":0.0067816214,"about_ca_topic_score_gemma":0.015044367,"teacher_disagreement_score":0.06746115,"about_ca_system_score_codex":0.005304966,"about_ca_system_score_gemma":0.025346834,"threshold_uncertainty_score":0.3567729},"labels":[],"label_agreement":null},{"id":"W4308160343","doi":"10.1007/s40825-022-00217-6","title":"Transient Flow Uniformity Evolution in Realistic Exhaust Gas Aftertreatment Systems Using 3D-CFD","year":2022,"lang":"en","type":"article","venue":"Emission Control Science and Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"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":"Energimyndigheten; Chalmers Tekniska Högskola; Canada Excellence Research Chairs, Government of Canada","keywords":"Computational fluid dynamics; Transient (computer programming); Flow (mathematics); Mechanics; Exhaust gas; Environmental science; Automotive engineering; Computer science; Thermodynamics; Engineering; Physics","score_opus":0.007471456459953974,"score_gpt":0.21671390973918672,"score_spread":0.20924245327923274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308160343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679924,0.00010367091,0.02575372,0.00014269371,0.000023471703,0.000034476925,0.00053846085,0.00068235386,0.0047287615],"genre_scores_gemma":[0.9968669,0.000029664243,0.0023172926,0.00001157389,0.0000025570846,0.000013428328,0.00017928838,0.000023650984,0.0005555788],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990475,0.000015778116,0.000005590508,0.000017776561,0.000029964312,0.0000261951],"domain_scores_gemma":[0.999754,0.00012981998,0.000028055518,0.000026442123,0.000041961248,0.000019811621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018804648,0.0003200013,0.00041861608,0.00034222833,0.00039929035,0.0006719083,0.00043669494,0.0008404356,0.0014315683],"category_scores_gemma":[0.00053471833,0.0001975373,0.0005360434,0.00028672392,0.0005590674,0.00040215542,0.00032236244,0.00045402217,0.00014000405],"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":[0.000071895665,0.000054381813,0.0030578894,0.000018673758,0.0000083159575,0.00011495296,0.000060925428,0.98614675,0.007063444,0.00073866826,0.00019275892,0.0024713103],"study_design_scores_gemma":[0.000004678509,0.000013604704,0.0007731962,0.0000015695241,0.0000014865908,0.0000061840005,0.000013565888,0.9973489,0.0016411596,0.00008750618,0.000103251434,0.000004992825],"about_ca_topic_score_codex":0.01947546,"about_ca_topic_score_gemma":0.008245603,"teacher_disagreement_score":0.01947546,"about_ca_system_score_codex":0.00092927157,"about_ca_system_score_gemma":0.0006454788,"threshold_uncertainty_score":0.038724184},"labels":[],"label_agreement":null},{"id":"W4308647895","doi":"10.1016/j.cpc.2023.108911","title":"Path integrals formulations leading to propagator evaluation for coupled linear physics in large geometric models","year":2023,"lang":"en","type":"article","venue":"Computer Physics Communications","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"Agence Nationale de la Recherche","keywords":"Propagator; Monte Carlo method; Computer science; Path integral formulation; Applied mathematics; Statistical physics; Physics; Mathematics; Quantum mechanics; Quantum","score_opus":0.14346131785255173,"score_gpt":0.351098111901579,"score_spread":0.2076367940490273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308647895","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":[0.020629324,0.0007354341,0.9471037,0.001014688,0.00030081326,0.0000920345,0.0001467062,0.00041601737,0.029561358],"genre_scores_gemma":[0.5253053,0.0024544555,0.38862434,0.0012590227,0.00089251174,0.0008536809,0.00082144793,0.0030402418,0.07674903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926454,0.00034348914,0.00003962385,0.000050385275,0.00023129355,0.00007057036],"domain_scores_gemma":[0.9966858,0.0020837097,0.00019019438,0.0002415954,0.0005291099,0.00026961477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522511,0.0018366309,0.0014207028,0.002456268,0.0014929781,0.0027692663,0.0023145094,0.002368668,0.008407454],"category_scores_gemma":[0.010631651,0.001037013,0.0016917404,0.002028779,0.0031596331,0.0040493906,0.0032625813,0.0034763734,0.0016711656],"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":[0.000044005905,0.000102611804,0.00024325408,0.00014916154,0.00004512266,0.00018069231,0.00023485076,0.113872215,0.001143087,0.87070084,0.003242902,0.010041167],"study_design_scores_gemma":[0.000016770278,0.000008934847,0.00007733442,0.00002488104,0.000012413599,0.000025176128,0.00004504781,0.6641193,0.00029465137,0.3342256,0.0011324473,0.000017462526],"about_ca_topic_score_codex":0.0052513033,"about_ca_topic_score_gemma":0.007892884,"teacher_disagreement_score":0.008407454,"about_ca_system_score_codex":0.0020294655,"about_ca_system_score_gemma":0.001966421,"threshold_uncertainty_score":0.028125703},"labels":[],"label_agreement":null},{"id":"W4309180642","doi":"10.5194/amt-15-6563-2022","title":"The measurement of mean wind, variances, and covariances from an instrumented mobile car in a rural environment","year":2022,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anemometer; Eddy covariance; Wind speed; Tripod (photography); Turbulence; Environmental science; Wavelet; Meteorology; Crosswind; Geodesy; Wake; Turbulence kinetic energy; Mechanics; Geology; Physics; Computer science; Optics","score_opus":0.012885021324594436,"score_gpt":0.2065530117333856,"score_spread":0.19366799040879118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309180642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99603784,0.000010268602,0.0035213984,0.000008213816,0.000002739925,0.000005871751,0.000103338294,0.000022379567,0.0002879696],"genre_scores_gemma":[0.9957023,0.000014803687,0.003910621,0.000003814547,0.000003034712,0.0000063698653,0.00014342323,0.000008080681,0.0002073354],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998344,0.000028555718,0.0000045841693,0.000050842613,0.000062802545,0.000018774417],"domain_scores_gemma":[0.99968576,0.000090352834,0.00003543373,0.000026284923,0.00013015846,0.0000321139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022191137,0.0001899011,0.0002118086,0.00042897818,0.00028280984,0.00031035682,0.00020444648,0.00020461263,0.00044204504],"category_scores_gemma":[0.00069059344,0.00012450202,0.0001488548,0.00040918597,0.00013621664,0.00020528818,0.0002060349,0.00017999246,0.00015887024],"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":[0.0008000946,0.00031236504,0.54045475,0.00012832548,0.0001970785,0.0007365519,0.001208199,0.018771118,0.35073772,0.0004892501,0.0006835125,0.08548102],"study_design_scores_gemma":[0.000029156081,0.00065903214,0.87195045,0.000011169129,0.000068875845,0.00033473375,0.0009469463,0.08344701,0.040689204,0.00023473518,0.0015792466,0.000049433253],"about_ca_topic_score_codex":0.004385854,"about_ca_topic_score_gemma":0.009534254,"teacher_disagreement_score":0.004385854,"about_ca_system_score_codex":0.00014668367,"about_ca_system_score_gemma":0.00021096028,"threshold_uncertainty_score":0.008720636},"labels":[],"label_agreement":null},{"id":"W4309193103","doi":"10.1016/j.strusafe.2022.102297","title":"Fitting generalized Pareto distribution based on the expected order statistics and its application for ice accretion hazard mapping","year":2022,"lang":"en","type":"article","venue":"Structural Safety","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"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; Western University","keywords":"Gumbel distribution; Generalized Pareto distribution; Statistics; Extreme value theory; Shape parameter; Estimator; Mathematics; Pareto distribution; Range (aeronautics); Engineering","score_opus":0.012194396120465481,"score_gpt":0.2336078394558536,"score_spread":0.2214134433353881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309193103","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":[0.0145518165,0.00014463943,0.9843089,0.000053419462,0.000020178479,0.000029139428,0.00007900224,0.00022921138,0.00058373844],"genre_scores_gemma":[0.59439504,0.0009698078,0.39729568,0.00014485545,0.00016183792,0.00031764872,0.0017264588,0.00033961414,0.004649001],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987056,0.0004410918,0.00007295837,0.00024350392,0.00038058593,0.00015612185],"domain_scores_gemma":[0.9951805,0.0032406766,0.00027102107,0.00026274,0.00093223096,0.000112977315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033568367,0.0010038276,0.0011634063,0.002843744,0.0006892919,0.0014069759,0.0015058998,0.0011067985,0.0020507786],"category_scores_gemma":[0.012069609,0.00054884295,0.0019396731,0.0022999605,0.00072916795,0.0019401395,0.0010108135,0.0013911128,0.00046611505],"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":[0.00009856783,0.00009622291,0.0065067927,0.00014354,0.00012772167,0.00023110893,0.00013255519,0.8635953,0.0021942318,0.023800269,0.0020450938,0.10102861],"study_design_scores_gemma":[0.000004533073,0.000015731315,0.0006622891,0.000008054971,0.000010573045,0.000046977442,0.000020265803,0.9920535,0.00031137923,0.006501164,0.00035132308,0.00001413508],"about_ca_topic_score_codex":0.011186404,"about_ca_topic_score_gemma":0.0065658353,"teacher_disagreement_score":0.011186404,"about_ca_system_score_codex":0.0010579117,"about_ca_system_score_gemma":0.0024747658,"threshold_uncertainty_score":0.022242546},"labels":[],"label_agreement":null},{"id":"W4309460216","doi":"10.3390/wind2040038","title":"Effects of Inflow Parameters and Disk Thickness on an Actuator Disk inside the Neutral Atmospheric Boundary Layer","year":2022,"lang":"en","type":"article","venue":"Wind","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inflow; Actuator; Momentum (technical analysis); Mechanics; Convergence (economics); Boundary layer; Logarithm; Control theory (sociology); Turbine; Power (physics); Materials science; Computer science; Physics; Mechanical engineering; Mathematics; Engineering; Mathematical analysis; Thermodynamics","score_opus":0.006712568237602149,"score_gpt":0.2079352238947237,"score_spread":0.20122265565712152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309460216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051964,0.00047707354,0.005316045,0.00010321148,0.000081454906,0.00002136112,0.000102451566,0.000096517426,0.003282104],"genre_scores_gemma":[0.9980108,0.00013131583,0.0014963166,0.000017208813,0.0000048492398,0.000005675703,0.000045854817,0.000019459103,0.00026847835],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997137,0.000079064615,0.000032966298,0.0000468094,0.00006330359,0.00006414185],"domain_scores_gemma":[0.9984016,0.0010426495,0.00015140693,0.000118785036,0.00018219881,0.00010334829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054490386,0.00050265354,0.0004939526,0.00034861325,0.00064111967,0.0013553242,0.00034282054,0.0007488214,0.0011563181],"category_scores_gemma":[0.002973285,0.00020503192,0.00034928625,0.0002617033,0.0007890373,0.00097368844,0.0006470004,0.0006366953,0.00017875113],"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":[0.0021153935,0.0004765631,0.03879818,0.0007853713,0.000080212834,0.002207044,0.0006584487,0.68829364,0.23100577,0.0040058163,0.00081531925,0.030758234],"study_design_scores_gemma":[0.00019338538,0.0013543231,0.02953787,0.00024503155,0.00016721639,0.0004170831,0.0014549928,0.73684317,0.22497447,0.0008259292,0.0038637447,0.00012281531],"about_ca_topic_score_codex":0.0029428576,"about_ca_topic_score_gemma":0.0015195662,"teacher_disagreement_score":0.0029428576,"about_ca_system_score_codex":0.0003234988,"about_ca_system_score_gemma":0.00036055894,"threshold_uncertainty_score":0.0058514476},"labels":[],"label_agreement":null},{"id":"W4310261168","doi":"10.1016/j.buildenv.2022.109875","title":"Representative meteorological data for long-term wind-driven rain obtained from Latin Hypercube Sampling – Application to impact analysis of climate change","year":2022,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Latin hypercube sampling; Environmental science; Wind speed; Facade; Meteorology; Sampling (signal processing); Climate change; Intensity (physics); Replicate; Term (time); Statistics; Mathematics; Computer science; Monte Carlo method; Geography; Geology","score_opus":0.0663216888693621,"score_gpt":0.3233419084105069,"score_spread":0.25702021954114485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310261168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95137435,0.00008180486,0.043685675,0.00003484354,0.000016033355,0.00015663773,0.00300434,0.00025320955,0.0013931516],"genre_scores_gemma":[0.97896,0.000045975343,0.015993133,0.000008380385,0.00000590386,0.00016064993,0.0045832065,0.000020318406,0.00022246741],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995708,0.00021671136,0.000025025824,0.00007265965,0.00008829688,0.000026554171],"domain_scores_gemma":[0.9985514,0.0007226738,0.0001351728,0.000242258,0.00031363135,0.0000346804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010387364,0.00033420115,0.0002901097,0.00046461986,0.00018568213,0.00024638668,0.0003041368,0.00022895462,0.0010361633],"category_scores_gemma":[0.0029203892,0.00011465009,0.00031977988,0.0008501196,0.00019633908,0.00018512088,0.00023285327,0.000242923,0.00016571044],"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":[0.0005188606,0.00023640227,0.06733459,0.00018658045,0.00016554406,0.00025214496,0.0002255037,0.87586224,0.010560658,0.0012008618,0.0016635365,0.041793175],"study_design_scores_gemma":[0.000036693324,0.00019852952,0.08943048,0.0000125614,0.000026211883,0.00010777055,0.00015884436,0.900596,0.006547721,0.0008951632,0.0019599923,0.000029914674],"about_ca_topic_score_codex":0.0057524852,"about_ca_topic_score_gemma":0.004426436,"teacher_disagreement_score":0.0057524852,"about_ca_system_score_codex":0.0002896901,"about_ca_system_score_gemma":0.00035926007,"threshold_uncertainty_score":0.0114379525},"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":"W4311139155","doi":"10.1016/j.jfluidstructs.2022.103794","title":"Experimental investigation of surface pressures, velocities, and dynamic structural analysis of tornadic winds on a luminary pole","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; McGill University; Western University","funders":"Canada Foundation for Innovation","keywords":"Tornado; Engineering; RADIUS; Structural engineering; Meteorology; Physics","score_opus":0.006817242643707048,"score_gpt":0.2268017618204698,"score_spread":0.21998451917676273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311139155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829036,0.000014716764,0.00037949602,0.000012979413,0.000006368905,0.0000140082975,0.00014751311,0.000010849546,0.0011235982],"genre_scores_gemma":[0.99920803,0.000021577856,0.00027265956,0.0000049682203,0.0000031794998,0.00000915947,0.000101566155,0.0000038354506,0.0003749351],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998692,0.000018123454,0.000005568069,0.000028649732,0.00004012291,0.000038193793],"domain_scores_gemma":[0.99966943,0.00012051852,0.00003570663,0.000044969973,0.00009731725,0.00003195665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018281143,0.0002674387,0.00023214945,0.00022850667,0.0009568553,0.0002787011,0.00036830813,0.0004085047,0.0027045656],"category_scores_gemma":[0.00055791653,0.00021960719,0.00014308156,0.0002421086,0.0007204442,0.00027653915,0.00025964595,0.00043994086,0.00020512656],"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":[0.0027287938,0.0008670902,0.038096707,0.000112996575,0.000026358808,0.0006535734,0.0008580641,0.003596646,0.9420245,0.00046017754,0.0003972373,0.01017771],"study_design_scores_gemma":[0.0004161738,0.006278493,0.42610794,0.000032955435,0.00008694052,0.00054295507,0.0029188767,0.023398705,0.5360426,0.00036238,0.0037477727,0.00006424184],"about_ca_topic_score_codex":0.0039993376,"about_ca_topic_score_gemma":0.0053587244,"teacher_disagreement_score":0.0039993376,"about_ca_system_score_codex":0.00022233643,"about_ca_system_score_gemma":0.00028811983,"threshold_uncertainty_score":0.009047627},"labels":[],"label_agreement":null},{"id":"W4312105463","doi":"10.1016/j.buildenv.2022.109914","title":"Quantifying improvement of building and zone level thermal resilience by cooling retrofits against summertime heat events","year":2022,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; National Research Council Canada","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Resilience (materials science); Robustness (evolution); Index (typography); Environmental science; Extreme heat; Computer science; Architectural engineering; Extreme weather; Reliability engineering; Environmental resource management; Engineering; Climate change; Materials science","score_opus":0.021159852711156873,"score_gpt":0.2305126550783054,"score_spread":0.20935280236714854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312105463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978801,0.000015970172,0.001197493,0.000011804035,0.0000033231397,0.000008864208,0.00030166225,0.000029743427,0.00055098603],"genre_scores_gemma":[0.99943966,0.000005818523,0.000324522,0.0000015687561,9.4947006e-7,0.000004612427,0.00013419065,0.00000333561,0.00008530798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964833,0.00008963813,0.000020557183,0.00009591982,0.0000673087,0.00007813517],"domain_scores_gemma":[0.99907494,0.0003333131,0.00020457889,0.00017711279,0.00014310838,0.000066815686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000789802,0.000509998,0.00033649616,0.0005970818,0.0002657492,0.0006905681,0.0004488208,0.0006381195,0.0012543495],"category_scores_gemma":[0.0017928546,0.00022530912,0.0006072608,0.0006457,0.00035211907,0.00084266166,0.00032656404,0.0003662322,0.00021355844],"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":[0.0013470073,0.0003579461,0.33757207,0.000119458084,0.00047897795,0.00018859988,0.00018606073,0.5965519,0.03437518,0.00092863635,0.00040570003,0.027488321],"study_design_scores_gemma":[0.00003683861,0.0016775551,0.6493581,0.00002284514,0.00030600207,0.000114583796,0.0006410177,0.32153854,0.024745416,0.0006757566,0.0008342721,0.000049068167],"about_ca_topic_score_codex":0.0070937877,"about_ca_topic_score_gemma":0.009920084,"teacher_disagreement_score":0.0070937877,"about_ca_system_score_codex":0.0005356141,"about_ca_system_score_gemma":0.00037459523,"threshold_uncertainty_score":0.014105022},"labels":[],"label_agreement":null},{"id":"W4312278000","doi":"10.1007/978-3-030-95411-6_8","title":"Scales of Turbulent Motion","year":2022,"lang":"en","type":"book-chapter","venue":"Mechanical engineering series","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Dissipation; Energy cascade; Turbulence; Statistical physics; Cascade; Physics; Inertial frame of reference; Classical mechanics; Kinetic energy; Turbulence kinetic energy; Motion (physics); Range (aeronautics); Function (biology); Mechanics; Thermodynamics; Engineering","score_opus":0.007319839162864625,"score_gpt":0.17250611935479826,"score_spread":0.16518628019193363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312278000","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":[0.009199322,0.05584852,0.10225813,0.0036753253,0.0025584702,0.00003907989,0.00032567122,0.0005537915,0.82554185],"genre_scores_gemma":[0.36582416,0.03290311,0.033646088,0.0011882631,0.0060747257,0.00017738556,0.0004931011,0.00073199195,0.5589612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983335,0.00003069673,0.000005706292,0.00003536732,0.00008019341,0.0000146182665],"domain_scores_gemma":[0.9998394,0.000067131085,0.000011775363,0.000043272175,0.000024132944,0.000014268518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025101105,0.0006523283,0.00046605352,0.00076364406,0.00047179032,0.002106569,0.00045035745,0.0005994116,0.008875918],"category_scores_gemma":[0.0007862872,0.00033051867,0.00026697147,0.00055423315,0.0014364019,0.002286041,0.00085123983,0.0014947206,0.0021219552],"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":[0.0000064508476,0.0000074886257,0.00006900197,0.000055895118,0.0000060562784,0.000024505787,0.0001588,0.0010935095,0.0014577742,0.9474537,0.017582906,0.032083914],"study_design_scores_gemma":[0.0000040738973,0.000015441205,0.001466988,0.00006157973,0.000008427421,0.00013527976,0.0001255933,0.007075428,0.0007758327,0.7924056,0.19791038,0.000015340647],"about_ca_topic_score_codex":0.0005600514,"about_ca_topic_score_gemma":0.00050758675,"teacher_disagreement_score":0.008875918,"about_ca_system_score_codex":0.00059199095,"about_ca_system_score_gemma":0.00023634461,"threshold_uncertainty_score":0.029692888},"labels":[],"label_agreement":null},{"id":"W4312318368","doi":"10.1007/978-3-030-95411-6_22","title":"Statistics","year":2022,"lang":"en","type":"book-chapter","venue":"Mechanical engineering series","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Cumulative distribution function; Probability density function; Statistics; Probability distribution; Probability and statistics; Mathematics; Mathematical statistics; Event (particle physics); Probability mass function; Physics","score_opus":0.007293553147586075,"score_gpt":0.17527457906598753,"score_spread":0.16798102591840147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312318368","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001975924,0.0021506408,0.03101844,0.005191147,0.003824592,0.00071517687,0.53966993,0.017848646,0.39760548],"genre_scores_gemma":[0.017273212,0.0027483695,0.023447651,0.004946173,0.0031296674,0.002834229,0.43243316,0.0110038165,0.50218374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518436,0.0012036994,0.0004201293,0.00097282813,0.0018011394,0.00041795376],"domain_scores_gemma":[0.9778933,0.008779917,0.0013543873,0.005168446,0.0056465482,0.0011575003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035985147,0.00140942,0.0013513635,0.0076401057,0.00086120056,0.0032982358,0.001334718,0.0010311729,0.45424703],"category_scores_gemma":[0.03641311,0.0006080991,0.0010542882,0.00876916,0.0005599521,0.0019578694,0.0014780281,0.0022127156,0.41270155],"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":[0.00005729905,0.000017383802,0.0008126664,0.00010294765,0.000014668018,0.000017132776,0.000020465865,0.0001987813,0.00003676881,0.0042111874,0.94926435,0.045246445],"study_design_scores_gemma":[0.00004965545,0.000031766518,0.0018759038,0.00013868905,0.000017418324,0.00008166758,0.0000459715,0.00068110053,0.00015152254,0.010892548,0.98601764,0.000016169557],"about_ca_topic_score_codex":0.006311272,"about_ca_topic_score_gemma":0.0069196173,"teacher_disagreement_score":0.45424703,"about_ca_system_score_codex":0.0012806649,"about_ca_system_score_gemma":0.004434885,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4313016617","doi":"10.52843/cassyni.m19522","title":"Exploring the limits of flow measurements over very large volumes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Queen's University","funders":"","keywords":"Soap bubble; Airflow; Tracking (education); Scale (ratio); Flow (mathematics); Characterization (materials science); Computer science; Boundary layer; Bubble; Boundary (topology); Mathematics; Physics; Mechanics; Optics; Cartography; Mechanical engineering; Engineering; Geography; Mathematical analysis","score_opus":0.11918345972553375,"score_gpt":0.25893841546185337,"score_spread":0.13975495573631963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313016617","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":[0.19838534,0.004231903,0.78221107,0.0033686552,0.00028069117,0.000096689044,0.0011386231,0.0012752371,0.009011783],"genre_scores_gemma":[0.86735827,0.0017012287,0.12743394,0.00038317475,0.00031376668,0.00017494985,0.0011732707,0.00029627033,0.0011649294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9975973,0.00082769,0.000088162655,0.0006451776,0.0006656158,0.000176117],"domain_scores_gemma":[0.9748702,0.0213228,0.00091346924,0.0015337466,0.00090187526,0.00045796722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038694956,0.0012086729,0.0013350607,0.001161464,0.001000441,0.0029498602,0.0023082285,0.0026772232,0.0019157751],"category_scores_gemma":[0.030312708,0.0011752968,0.0007151428,0.001157789,0.0028004968,0.0081514595,0.004862064,0.003344857,0.00047750416],"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":[0.0005303982,0.00031972112,0.014961811,0.0012807727,0.00027225,0.00076448533,0.0010942427,0.72867584,0.047054525,0.06614209,0.0052241697,0.13367967],"study_design_scores_gemma":[0.00002054469,0.00007160681,0.0024343217,0.000053869586,0.000015331148,0.00013674906,0.0001347799,0.9350466,0.006588719,0.053703282,0.0017506616,0.000043541877],"about_ca_topic_score_codex":0.0047210637,"about_ca_topic_score_gemma":0.0025625925,"teacher_disagreement_score":0.0047210637,"about_ca_system_score_codex":0.00088467763,"about_ca_system_score_gemma":0.00063947047,"threshold_uncertainty_score":0.020464063},"labels":[],"label_agreement":null},{"id":"W4313380937","doi":"10.1016/j.jweia.2022.105254","title":"Gust effect factors for regions of separated flow around rigid low-, mid-, and high-rise buildings","year":2022,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"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; Western University","keywords":"Strouhal number; Aerodynamics; Flow (mathematics); Vortex shedding; Wind tunnel; Mechanics; Kármán vortex street; Gaussian; Admittance; Skewness; Boundary layer; Meteorology; Structural engineering; Geology; Physics; Mathematics; Engineering; Turbulence; Reynolds number; Statistics","score_opus":0.010115080244147947,"score_gpt":0.20156283214378407,"score_spread":0.19144775189963611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313380937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99846953,0.0000632931,0.0006891038,0.000008530052,0.0000050846447,0.0000078744115,0.00010340827,0.00002369479,0.0006294283],"genre_scores_gemma":[0.99981016,0.000008929405,0.00007403525,0.0000012917751,0.0000015731573,0.0000010309817,0.000055436038,0.0000034348532,0.000044263517],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984205,0.000021619342,0.000008215196,0.000018752442,0.00003568311,0.00007375044],"domain_scores_gemma":[0.99873227,0.0007143694,0.00014172256,0.000054522836,0.00020572524,0.0001513973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033335315,0.00030841774,0.00039230852,0.0008329347,0.00039627834,0.0005791119,0.00019999954,0.00032066583,0.0016325479],"category_scores_gemma":[0.0010725551,0.00018004689,0.0005371025,0.00040690694,0.00029310305,0.0004333022,0.0003137564,0.0002367095,0.00017881795],"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":[0.010102885,0.00063852046,0.5936021,0.00024083622,0.00027715942,0.0019131834,0.00085443025,0.26370177,0.09180623,0.0011252342,0.0013337985,0.03440384],"study_design_scores_gemma":[0.00008492593,0.0005067164,0.86922085,0.000023214181,0.00016405973,0.00030442263,0.0007016082,0.119236715,0.009224317,0.00022698917,0.00024937562,0.000056785568],"about_ca_topic_score_codex":0.0059365937,"about_ca_topic_score_gemma":0.0073919883,"teacher_disagreement_score":0.0059365937,"about_ca_system_score_codex":0.00031607266,"about_ca_system_score_gemma":0.00024986186,"threshold_uncertainty_score":0.011804104},"labels":[],"label_agreement":null},{"id":"W4316040028","doi":"10.5194/wes-8-85-2023","title":"Effect of different source terms and inflow direction in atmospheric boundary modeling over the complex terrain site of Perdigão","year":2023,"lang":"en","type":"article","venue":"Wind energy science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Horizon 2020 Framework Programme; European Commission; National Science Foundation","keywords":"Terrain; Inflow; Reynolds-averaged Navier–Stokes equations; Geology; Ridge; Turbulence; Meteorology; Elevation (ballistics); Wind direction; Large eddy simulation; Planetary boundary layer; Boundary layer; Computational fluid dynamics; Wind speed; Mechanics; Atmospheric sciences; Environmental science; Geometry; Physics; Mathematics; Geography","score_opus":0.0065113569673743744,"score_gpt":0.2180130995351738,"score_spread":0.21150174256779944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316040028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976295,0.00003420532,0.0010733451,0.00003142235,0.0000123447335,0.000009703548,0.00007645596,0.00008434759,0.0010485746],"genre_scores_gemma":[0.9985037,0.00001929859,0.0011397518,0.0000070069586,0.0000023844,0.000005136971,0.00009632873,0.000012233564,0.0002141827],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998487,0.000038310038,0.0000119994,0.00003962577,0.000022031894,0.000039265804],"domain_scores_gemma":[0.99965644,0.00017109828,0.000046595524,0.000040742623,0.00003972484,0.000045413337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043218487,0.00053844013,0.00046953093,0.0004340869,0.00053014886,0.0012910744,0.00072156626,0.0008156738,0.000694112],"category_scores_gemma":[0.00081510295,0.00027220705,0.00066047703,0.00033594068,0.00036999767,0.0004990218,0.0004636808,0.00043101702,0.00013409804],"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":[0.000337756,0.00028805342,0.058722552,0.00007143734,0.000045340137,0.00055395486,0.0001510541,0.91636795,0.012446751,0.00043484027,0.00024091899,0.010339272],"study_design_scores_gemma":[0.000058200752,0.00012359842,0.021202035,0.000018311373,0.000024812955,0.000034492376,0.00011512293,0.975161,0.0028047427,0.00008360424,0.00035639215,0.000017696882],"about_ca_topic_score_codex":0.039228726,"about_ca_topic_score_gemma":0.02805124,"teacher_disagreement_score":0.039228726,"about_ca_system_score_codex":0.0007688499,"about_ca_system_score_gemma":0.00064668566,"threshold_uncertainty_score":0.078000784},"labels":[],"label_agreement":null},{"id":"W4317597243","doi":"10.2514/6.2023-0468","title":"Mean and Unsteady Surface-Pressure Measurements on the BeVERLI Hill","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","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":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Wind tunnel; Reynolds-averaged Navier–Stokes equations; Turbulence; Benchmark (surveying); Boundary layer; Pressure measurement; Computational fluid dynamics; Pressure-sensitive paint; Stability (learning theory); Mechanics; Meteorology; Physics; Computer science; Geology","score_opus":0.0307249783402723,"score_gpt":0.23679442642048315,"score_spread":0.20606944808021085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317597243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735207,0.00006526987,0.0036781544,0.00018221333,0.00006524187,0.00006377968,0.00729807,0.0010755525,0.014051],"genre_scores_gemma":[0.9791749,0.0001028343,0.0060646995,0.000068660695,0.0000148539875,0.000051287745,0.006604408,0.00015940084,0.0077590887],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997886,0.000005813132,0.0000065558556,0.000044847653,0.00010632426,0.000047867226],"domain_scores_gemma":[0.9997377,0.000030652987,0.000025441099,0.000031276257,0.00010063877,0.00007440863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001676246,0.00026369072,0.00030291593,0.00047419048,0.00063860964,0.0007332577,0.0005167109,0.00049667654,0.0044268435],"category_scores_gemma":[0.00031343682,0.00018327533,0.000221398,0.00041847106,0.00017747503,0.00037966855,0.0003847145,0.0010084781,0.0015637468],"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":[0.0016791257,0.0016578843,0.13652398,0.0001988375,0.00009596777,0.0023654562,0.001548314,0.03899873,0.6307325,0.002052261,0.052357204,0.13178982],"study_design_scores_gemma":[0.000062938336,0.0011216854,0.7080487,0.00007429462,0.00003490657,0.00028027108,0.0014404504,0.121920854,0.15303154,0.0003270513,0.013527869,0.00012939528],"about_ca_topic_score_codex":0.012935599,"about_ca_topic_score_gemma":0.029676557,"teacher_disagreement_score":0.012935599,"about_ca_system_score_codex":0.0003679156,"about_ca_system_score_gemma":0.00076662947,"threshold_uncertainty_score":0.025720656},"labels":[],"label_agreement":null},{"id":"W4317933719","doi":"10.1016/j.buildenv.2023.110038","title":"Comparison of wind-driven rain load on building facades in the urban environment and open field: A case study on two buildings in Zurich, Switzerland","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Facade; Environmental science; Computational fluid dynamics; Wind speed; Wind engineering; Meteorology; CFD in buildings; Prevailing winds; Wind direction; Civil engineering; Architectural engineering; Engineering; Geography; Aerospace engineering","score_opus":0.036405569962654837,"score_gpt":0.3159508535527859,"score_spread":0.2795452835901311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317933719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99876714,0.000024328132,0.0005123992,0.000009479389,0.0000031013485,0.000014906518,0.00010473218,0.000015372956,0.00054867106],"genre_scores_gemma":[0.9991973,0.000025588433,0.00037725904,0.0000014630376,0.0000017718903,0.000008957748,0.00014996264,0.0000056994218,0.00023206431],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995933,0.00007137362,0.000018183122,0.00008954469,0.0001240423,0.000103472434],"domain_scores_gemma":[0.9994617,0.00027189226,0.000048321028,0.000058425194,0.00008925208,0.00007040719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004229705,0.0008459867,0.0006048656,0.0010398696,0.00067133835,0.0011647108,0.00071297074,0.0012646285,0.0010795493],"category_scores_gemma":[0.0006285695,0.00029893185,0.00059453974,0.0009604709,0.00079555396,0.00077177037,0.0004916928,0.00034399127,0.00020359851],"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":[0.0007826013,0.0010197471,0.13180931,0.00023296308,0.0001341323,0.0070009334,0.0013900809,0.81515193,0.018164175,0.00104891,0.000979044,0.022286158],"study_design_scores_gemma":[0.00009283977,0.00081251486,0.24745174,0.00003414824,0.000104505976,0.00039422052,0.0034206978,0.73444,0.011370727,0.00040581657,0.0013586836,0.00011420565],"about_ca_topic_score_codex":0.034145728,"about_ca_topic_score_gemma":0.042735655,"teacher_disagreement_score":0.034145728,"about_ca_system_score_codex":0.0012994349,"about_ca_system_score_gemma":0.0004279122,"threshold_uncertainty_score":0.06789392},"labels":[],"label_agreement":null},{"id":"W4318040402","doi":"10.1061/nhrefo.nheng-1709","title":"Closure to “Revisiting Basic Wind Speed of Metro Cities of India”","year":2023,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Closure (psychology); Engineering; Forensic engineering; Environmental science; Geography; Transport engineering; Political science","score_opus":0.014396221655264024,"score_gpt":0.27479960632987216,"score_spread":0.2604033846746081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318040402","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047621023,0.34566006,0.0043426277,0.24935244,0.18644387,0.00048703564,0.023125699,0.0010240801,0.1419432],"genre_scores_gemma":[0.29265586,0.30067053,0.0058196,0.1784994,0.047596432,0.000594499,0.02245538,0.00046917776,0.1512392],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989471,0.00013589085,0.0001628474,0.00016807427,0.00031699846,0.00026904847],"domain_scores_gemma":[0.99619836,0.0009214574,0.00038221918,0.00024265064,0.001914981,0.0003402437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021361227,0.00050009816,0.00048064484,0.0016346321,0.0011666595,0.0024218352,0.0018498923,0.0015636992,0.0055585243],"category_scores_gemma":[0.0041162306,0.0001934709,0.0007069814,0.0024876771,0.0011654306,0.0015210971,0.0023208116,0.002726205,0.0013560667],"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":[0.00016706804,0.00006163328,0.007939251,0.004879381,0.00008970841,0.00033826038,0.0016131245,0.00039149477,0.0012481348,0.022152437,0.78551847,0.17560102],"study_design_scores_gemma":[0.000009411799,0.000028606271,0.016750198,0.0007447867,0.000047502224,0.000064189226,0.0006529707,0.00003634187,0.00028166224,0.0005988,0.9807695,0.000016025497],"about_ca_topic_score_codex":0.08506279,"about_ca_topic_score_gemma":0.0681871,"teacher_disagreement_score":0.08506279,"about_ca_system_score_codex":0.0018714267,"about_ca_system_score_gemma":0.013509298,"threshold_uncertainty_score":0.16913539},"labels":[],"label_agreement":null},{"id":"W4319455708","doi":"10.1016/j.cscm.2023.e01920","title":"Outdoor test facilities for the experimental performance evaluation of construction materials and systems: The BeTOP case","year":2023,"lang":"en","type":"article","venue":"Case Studies in Construction Materials","topic":"Wind and Air Flow Studies","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":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scale (ratio); Relation (database); Computer science; Full scale; Architectural engineering; Test (biology); Systems engineering; Reliability engineering; Engineering; Civil engineering","score_opus":0.07592819872759125,"score_gpt":0.32599466157368245,"score_spread":0.2500664628460912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319455708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9186909,0.0003143554,0.044974457,0.00027262772,0.000089229485,0.0010813456,0.0026037553,0.0006677638,0.031305462],"genre_scores_gemma":[0.9779829,0.00013831834,0.016700793,0.000028696728,0.00001223566,0.00040679777,0.00090025255,0.000040281586,0.003789849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989511,0.00018024932,0.00003526057,0.00011275595,0.0005115499,0.00020910623],"domain_scores_gemma":[0.9983742,0.00037992338,0.00012504896,0.00043773768,0.0004815597,0.0002014687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213804,0.00062704517,0.00033113462,0.00052405184,0.0013504634,0.00071596657,0.0012384523,0.00082983624,0.0048903315],"category_scores_gemma":[0.0017711198,0.00023190213,0.00029623715,0.00075969915,0.0010689344,0.00080573116,0.000832687,0.00048754353,0.00067637285],"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":[0.004923399,0.0029895464,0.098806635,0.00171791,0.00014338181,0.007666325,0.0031225746,0.14452648,0.51105845,0.024360051,0.016612219,0.184073],"study_design_scores_gemma":[0.0009712735,0.015267597,0.25800425,0.00032928292,0.0002749958,0.0027137164,0.009618397,0.1432244,0.38047305,0.0057736966,0.18305747,0.0002918988],"about_ca_topic_score_codex":0.06918019,"about_ca_topic_score_gemma":0.17314102,"teacher_disagreement_score":0.06918019,"about_ca_system_score_codex":0.0024802797,"about_ca_system_score_gemma":0.0018476484,"threshold_uncertainty_score":0.13755506},"labels":[],"label_agreement":null},{"id":"W4320018203","doi":"10.1063/5.0126883","title":"Anomaly detection and treatment for meteorological and wind turbine power measurements","year":2023,"lang":"en","type":"article","venue":"Journal of Renewable and Sustainable Energy","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Anemometer; Mast (botany); Turbine; Icing; Environmental science; Wind speed; Meteorology; Calibration; Wind power; Marine engineering; Remote sensing; Geology; Engineering; Physics; Aerospace engineering; Electrical engineering; Statistics; Mathematics","score_opus":0.01722151193088853,"score_gpt":0.2264555171478209,"score_spread":0.20923400521693236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320018203","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":[0.10956285,0.00009083668,0.8832536,0.00018643969,0.00016207354,0.0003861104,0.0011555854,0.0041638482,0.0010387333],"genre_scores_gemma":[0.33206216,0.000083533094,0.6615074,0.00006675162,0.00008978936,0.0005012215,0.003746992,0.00035334818,0.0015887226],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985598,0.00019670953,0.00020371586,0.0002764246,0.0005979947,0.00016543717],"domain_scores_gemma":[0.9962224,0.0008907916,0.00041853535,0.00072996505,0.0016349015,0.000103391736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020271942,0.0005463861,0.0006806403,0.0019605686,0.0006318405,0.0007840441,0.0010561765,0.00068705285,0.0017543689],"category_scores_gemma":[0.008662544,0.0002529619,0.0006993642,0.0021106326,0.00036063403,0.00073116604,0.0010451165,0.0013860216,0.0008826703],"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":[0.00042346198,0.00044529786,0.078658946,0.00032066903,0.000116762756,0.00070181873,0.0009167144,0.037003253,0.08053944,0.0049134353,0.0095486045,0.78641146],"study_design_scores_gemma":[0.00005062047,0.00022864278,0.10535031,0.000043891585,0.000059914917,0.0004732725,0.0004954301,0.81662375,0.049035423,0.004746633,0.022808798,0.000083373365],"about_ca_topic_score_codex":0.0036049064,"about_ca_topic_score_gemma":0.0040962663,"teacher_disagreement_score":0.0036049064,"about_ca_system_score_codex":0.0003907709,"about_ca_system_score_gemma":0.0012990643,"threshold_uncertainty_score":0.010720968},"labels":[],"label_agreement":null},{"id":"W4320487303","doi":"10.1016/j.jobe.2023.106103","title":"Performance-based wind design for tall buildings: Review and comparative study","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Federal Emergency Management Agency","keywords":"Serviceability (structure); Wind engineering; Architectural engineering; Engineering; Building envelope; Computer science; Systems engineering; Construction engineering; Civil engineering; Meteorology","score_opus":0.04299443015904478,"score_gpt":0.2676956025565835,"score_spread":0.2247011723975387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320487303","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":[0.0011957724,0.99708134,0.0010213061,0.00010719116,0.00006176969,0.000009845043,0.000035774898,0.0000043004966,0.00048260388],"genre_scores_gemma":[0.013195545,0.9839368,0.0024110381,0.000090819274,0.00012217002,0.0000143122,0.00007116029,0.0000063376165,0.00015186697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912304,0.00018373036,0.00021154598,0.00017284117,0.0002742304,0.00003466311],"domain_scores_gemma":[0.9951166,0.0034882952,0.00051748625,0.00008879612,0.00072897546,0.000059954644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026071488,0.0012297719,0.0028320947,0.0031787178,0.00024693675,0.0016996014,0.0020582303,0.0012235688,0.0023439284],"category_scores_gemma":[0.0047903336,0.0005708555,0.0016057098,0.0050741094,0.00072863826,0.0015227934,0.0006932096,0.00085664104,0.00043903844],"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":[0.00018892327,0.00016818172,0.0017129357,0.115476705,0.0008446831,0.00007616851,0.00017203743,0.0040619676,0.0013240374,0.0042071883,0.0034817602,0.8682854],"study_design_scores_gemma":[0.00019955591,0.0023699896,0.03326342,0.16101225,0.013512638,0.0024603545,0.0017113036,0.008309289,0.0065624844,0.013031724,0.75717473,0.00039222874],"about_ca_topic_score_codex":0.0018732973,"about_ca_topic_score_gemma":0.0034740036,"teacher_disagreement_score":0.0031787178,"about_ca_system_score_codex":0.0006864674,"about_ca_system_score_gemma":0.0014496227,"threshold_uncertainty_score":0.013788104},"labels":[],"label_agreement":null},{"id":"W4321350284","doi":"10.1016/j.buildenv.2023.110124","title":"Evaluating thermal resilience of building designs using building performance simulation – A review of existing practices","year":2023,"lang":"en","type":"review","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Carleton University; University of Toronto; University of New Brunswick","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Operationalization; Resilience (materials science); Computer science; Variety (cybernetics); Architectural engineering; Systems engineering; Building design; Risk analysis (engineering); Engineering; Artificial intelligence; Business","score_opus":0.3449145484837154,"score_gpt":0.4536834485086291,"score_spread":0.10876890002491368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321350284","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":[0.0009080069,0.9962184,0.0017244819,0.00010899544,0.000063767744,0.000029898547,0.000081278566,0.000014412232,0.000850753],"genre_scores_gemma":[0.0063802786,0.99030894,0.002864832,0.000061875144,0.00006359069,0.00003172312,0.00008269614,0.000009633775,0.0001964006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984036,0.00035783162,0.00030911065,0.00031370873,0.00056683715,0.000048875485],"domain_scores_gemma":[0.9923213,0.005586168,0.0007432103,0.00025244098,0.0010145576,0.00008221423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004399407,0.0025320444,0.004247109,0.0060084634,0.00035887104,0.0025935094,0.0025297645,0.0015190584,0.0023211907],"category_scores_gemma":[0.007758869,0.0010032959,0.002470245,0.007015565,0.0008634642,0.0025526176,0.0011808032,0.0011807639,0.00057204557],"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":[0.00009453189,0.00018034528,0.0011263404,0.100466676,0.00080205075,0.000058722,0.00017170944,0.0103240535,0.0017794621,0.0054718065,0.0035753911,0.8759489],"study_design_scores_gemma":[0.000115998766,0.0012007476,0.012164209,0.172534,0.00912887,0.00085906003,0.0013639954,0.014328438,0.011329426,0.02068765,0.7557989,0.00048872805],"about_ca_topic_score_codex":0.0060684155,"about_ca_topic_score_gemma":0.008641163,"teacher_disagreement_score":0.0060684155,"about_ca_system_score_codex":0.0012871136,"about_ca_system_score_gemma":0.0032922267,"threshold_uncertainty_score":0.023266554},"labels":[],"label_agreement":null},{"id":"W4321502208","doi":"10.5194/egusphere-egu23-3877","title":"Urban canopy parameterization of the non-local building effects with variable building height","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"University of Guelph","funders":"","keywords":"Drag; Flow (mathematics); Drag coefficient; Turbulence; Canopy; Roughness length; Environmental science; Large eddy simulation; Atmospheric sciences; Meteorology; Surface finish; Wind speed; Mathematics; Geography; Mechanics; Geology; Wind profile power law; Geometry; Physics; Engineering","score_opus":0.0078858184665667,"score_gpt":0.2110714426536978,"score_spread":0.2031856241871311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321502208","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96024376,0.000077132136,0.03609794,0.000053392723,0.000032310592,0.000027877442,0.0004232347,0.00038410787,0.0026602605],"genre_scores_gemma":[0.9951873,0.00002395027,0.004348832,0.000009135464,0.00000339759,0.000011342021,0.00019293842,0.00002818726,0.00019494929],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991536,0.000018497964,0.000006114489,0.000022108085,0.000013770071,0.00002413282],"domain_scores_gemma":[0.99972147,0.0000972723,0.000027987156,0.000093780865,0.000040674266,0.000018818524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022730458,0.0004488869,0.00031850504,0.0002073324,0.0002076945,0.0004614523,0.00040559852,0.0003514408,0.00085292297],"category_scores_gemma":[0.0004956805,0.000115566385,0.00040807112,0.00032162722,0.00023393589,0.00042976753,0.00028135726,0.00044332075,0.00009696087],"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":[0.000048588267,0.00011558199,0.010926216,0.000042532687,0.00003424589,0.00008521783,0.00004085241,0.9630641,0.016641274,0.0006795133,0.000356412,0.007965409],"study_design_scores_gemma":[0.0000065815543,0.000024251274,0.0045640324,0.0000030338172,0.000009183588,0.000014529182,0.000019772995,0.99113184,0.0039021415,0.00011903237,0.00019713638,0.000008464539],"about_ca_topic_score_codex":0.0076111513,"about_ca_topic_score_gemma":0.009396415,"teacher_disagreement_score":0.0076111513,"about_ca_system_score_codex":0.0002264646,"about_ca_system_score_gemma":0.0004097723,"threshold_uncertainty_score":0.015133679},"labels":[],"label_agreement":null},{"id":"W4321768211","doi":"10.1016/j.jweia.2023.105346","title":"Computational wind engineering: 30 years of research progress in building structures and environment","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Wind engineering; CFD in buildings; Planetary boundary layer; Civil engineering; Computational simulation; Environmental science; Meteorology; Aerodynamics; Engineering; Marine engineering; Aerospace engineering; Boundary layer; Computer science; Geography","score_opus":0.02379116340550128,"score_gpt":0.25606675344762236,"score_spread":0.2322755900421211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321768211","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":[0.0052176234,0.8896201,0.061629992,0.008317126,0.004894077,0.000036753736,0.00017527038,0.0002432901,0.02986566],"genre_scores_gemma":[0.056636553,0.8737935,0.04688165,0.001852823,0.008446495,0.00007836406,0.0005193459,0.00029730896,0.011493993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989932,0.00028353743,0.00007372051,0.00016060463,0.00041797073,0.00007093257],"domain_scores_gemma":[0.99739766,0.0016314902,0.000094271534,0.00021897184,0.0005279333,0.00012964288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018443264,0.00092208403,0.0011481062,0.0019412042,0.00062684447,0.0026634852,0.0010406466,0.0016076273,0.0050636604],"category_scores_gemma":[0.004209967,0.0004901352,0.0006747851,0.004404955,0.0018567152,0.0043500643,0.0023419166,0.0023480565,0.0017598665],"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":[0.00006567183,0.00007912196,0.0017598219,0.003219153,0.00010623715,0.0001064004,0.00061320036,0.017405322,0.0012389068,0.14453621,0.049805805,0.78106415],"study_design_scores_gemma":[0.00001539451,0.00012067634,0.0021335771,0.0021359418,0.000044387314,0.00032656087,0.0005759197,0.012583947,0.0006572074,0.08424556,0.8971002,0.00006062584],"about_ca_topic_score_codex":0.0012451907,"about_ca_topic_score_gemma":0.001532868,"teacher_disagreement_score":0.0050636604,"about_ca_system_score_codex":0.0008341789,"about_ca_system_score_gemma":0.0010227658,"threshold_uncertainty_score":0.01693958},"labels":[],"label_agreement":null},{"id":"W4323043566","doi":"10.5194/ecss2023-151","title":"The International Fujita Scale and its implementation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fujita scale; Scale (ratio); Tornado; Environmental science; Meteorology; Geography; Cartography","score_opus":0.02740908382441079,"score_gpt":0.2930518243345557,"score_spread":0.2656427405101449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323043566","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015365149,0.005177218,0.06638507,0.0066158776,0.003110174,0.0017649868,0.0077100135,0.002117356,0.89175415],"genre_scores_gemma":[0.2900382,0.008408709,0.33386448,0.002747584,0.0017157127,0.010392269,0.028596032,0.0034097147,0.32082736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906412,0.002424022,0.0009892847,0.001353295,0.0038973836,0.0006948543],"domain_scores_gemma":[0.98858297,0.0013094508,0.0007433997,0.0010957533,0.0075370115,0.00073140307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015385431,0.0018740847,0.0005542741,0.009673743,0.002001619,0.0061227116,0.0023677668,0.001661076,0.04962108],"category_scores_gemma":[0.030901145,0.00075122865,0.00095922995,0.008527547,0.0032177046,0.008321506,0.0047208755,0.0031927456,0.018046848],"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":[0.00018440875,0.000120640725,0.012202874,0.0006150826,0.00003586693,0.00017730289,0.0032072207,0.0010004764,0.0010999144,0.33394092,0.21370871,0.43370655],"study_design_scores_gemma":[0.000019243724,0.00010820896,0.023396699,0.00067331997,0.000015739019,0.00023115198,0.0017874081,0.0010322678,0.00072153204,0.02468631,0.9472421,0.00008601145],"about_ca_topic_score_codex":0.023851193,"about_ca_topic_score_gemma":0.0124673415,"teacher_disagreement_score":0.04962108,"about_ca_system_score_codex":0.006379023,"about_ca_system_score_gemma":0.007767237,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4323637128","doi":"10.1016/j.oceaneng.2023.114067","title":"A multivariate model to estimate environmental load on an offshore structure","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","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":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Vine copula; Copula (linguistics); Multivariate statistics; Gaussian; Multivariate normal distribution; Econometrics; Probabilistic logic; Submarine pipeline; Marginal distribution; Computer science; Mathematics; Mathematical optimization; Statistics; Engineering; Random variable; Geotechnical engineering","score_opus":0.008680991126144923,"score_gpt":0.2263898385066332,"score_spread":0.21770884738048826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323637128","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":[0.054122526,0.000095474556,0.9434912,0.00014372122,0.00003389607,0.000034814217,0.00040016827,0.00024237107,0.0014358149],"genre_scores_gemma":[0.8846267,0.00039257816,0.106447004,0.00008636497,0.00005945233,0.00021407095,0.0010034462,0.00012499145,0.007045426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992292,0.00027063733,0.000028662183,0.00022154239,0.00016302516,0.00008689171],"domain_scores_gemma":[0.999074,0.00047220345,0.00016888457,0.00009235341,0.00015723334,0.00003534238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187707,0.0009803388,0.00078893546,0.001018959,0.00033063215,0.00078165537,0.0010099068,0.00077909435,0.0032892458],"category_scores_gemma":[0.0031594636,0.00042425646,0.0009515923,0.0013480586,0.00051484077,0.0011774264,0.00092227064,0.0012081716,0.0006350194],"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":[0.00005065508,0.00004930059,0.003837034,0.000031769014,0.00006988561,0.00006545509,0.000043354612,0.9577399,0.001304033,0.008983835,0.0007116947,0.027113227],"study_design_scores_gemma":[0.0000021998962,0.000015885284,0.000994551,0.0000022639435,0.0000065893782,0.000010751003,0.000009000876,0.9970682,0.00012901051,0.001520021,0.00023416971,0.000007359547],"about_ca_topic_score_codex":0.009490355,"about_ca_topic_score_gemma":0.008141434,"teacher_disagreement_score":0.009490355,"about_ca_system_score_codex":0.0005595992,"about_ca_system_score_gemma":0.0008845916,"threshold_uncertainty_score":0.018870175},"labels":[],"label_agreement":null},{"id":"W4323817161","doi":"10.1016/j.jobe.2023.106256","title":"Climate change effects on loss assessment and mitigation of residential buildings due to hurricane wind","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Climate change; Meteorology; Climatology; Forensic engineering; Architectural engineering; Engineering; Geography; Geology; Oceanography","score_opus":0.007872829016395473,"score_gpt":0.2505109099272203,"score_spread":0.24263808091082484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323817161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981256,0.000035428537,0.00036084146,0.000029595583,0.0000066420685,0.000011093773,0.00015853699,0.000011168463,0.0012609753],"genre_scores_gemma":[0.99942136,0.000019554647,0.00016040033,0.000005581765,0.0000021704873,0.0000039615234,0.00010267168,0.0000022477218,0.00028213084],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997148,0.00011338962,0.00001247046,0.000020098541,0.00007776435,0.000061366896],"domain_scores_gemma":[0.9994954,0.00017602887,0.00005376519,0.000030147,0.00021606109,0.000028637165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007213875,0.00028986833,0.00022535038,0.0005060577,0.00036058662,0.00040356058,0.00028932162,0.00031322322,0.0009522657],"category_scores_gemma":[0.00088867836,0.00013012609,0.00054060126,0.00045162672,0.00019699015,0.00032881176,0.00026463973,0.00020957354,0.00015999262],"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":[0.0036368088,0.00067984336,0.40451396,0.00014504118,0.0004749716,0.0005825782,0.0002469459,0.5278908,0.020623704,0.0008063125,0.0013503045,0.03904874],"study_design_scores_gemma":[0.000049685492,0.000817103,0.73436576,0.000016469288,0.0002775564,0.00009519925,0.00073709607,0.2491739,0.013041352,0.00033082435,0.0010647783,0.000030209785],"about_ca_topic_score_codex":0.029615073,"about_ca_topic_score_gemma":0.03825024,"teacher_disagreement_score":0.029615073,"about_ca_system_score_codex":0.0007515566,"about_ca_system_score_gemma":0.00034033947,"threshold_uncertainty_score":0.058885396},"labels":[],"label_agreement":null},{"id":"W4324044800","doi":"10.1016/j.buildenv.2023.110205","title":"Evaluating a combined WRF and CityFFD method for calculating urban wind distributions","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Research Institute for Sustainable Urban Development, Hong Kong Polytechnic University; Research Grants Council, University Grants Committee","keywords":"Weather Research and Forecasting Model; Inflow; Mesoscale meteorology; Meteorology; Wind speed; Environmental science; Planetary boundary layer; Wind direction; Wind profile power law; Atmospheric sciences; Geology; Geography; Turbulence","score_opus":0.03919447706368229,"score_gpt":0.3200874359234512,"score_spread":0.2808929588597689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324044800","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":[0.24635288,0.00073030917,0.73940647,0.00013539898,0.00017395208,0.0001951021,0.001044787,0.003683769,0.008277299],"genre_scores_gemma":[0.4800581,0.00021243907,0.5154164,0.00005326412,0.000042019456,0.00016350819,0.0008937232,0.0003729642,0.0027876284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934953,0.00017386761,0.000034726163,0.00007688042,0.0003130202,0.00005191577],"domain_scores_gemma":[0.9978613,0.00093732734,0.000071236704,0.00017549991,0.0008876672,0.00006700645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014778198,0.00069669296,0.00087616284,0.0015469975,0.00049375277,0.0009331448,0.0013083185,0.0011375888,0.004260239],"category_scores_gemma":[0.00365024,0.00041489536,0.00073204556,0.0013287991,0.00023304053,0.0010626282,0.00052652374,0.00039985715,0.0009625055],"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":[0.00040413465,0.00030830438,0.012341428,0.00032071216,0.00022770914,0.00013786806,0.00009325346,0.5898162,0.0118026445,0.002082839,0.0023298233,0.38013506],"study_design_scores_gemma":[0.000023288261,0.00003943648,0.0014941796,0.0000081440485,0.000015563977,0.000025267283,0.00002315194,0.9953564,0.0021751071,0.00014620299,0.0006801444,0.000013262925],"about_ca_topic_score_codex":0.033988833,"about_ca_topic_score_gemma":0.04108253,"teacher_disagreement_score":0.033988833,"about_ca_system_score_codex":0.00064021046,"about_ca_system_score_gemma":0.0011853267,"threshold_uncertainty_score":0.06758201},"labels":[],"label_agreement":null},{"id":"W4360609844","doi":"10.1016/j.jweia.2023.105406","title":"Effects of turbulence intensity and integral length scale on the surface pressure on a rectangular 5:1 cylinder","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"State Key Laboratory for Disaster Reduction in Civil Engineering; China Scholarship Council; National Natural Science Foundation of China","keywords":"Turbulence; Turbulence kinetic energy; Mechanics; Cylinder; Intensity (physics); Inflow; Physics; Isotropy; Homogeneous isotropic turbulence; Drag; Surface pressure; Geometry; Mathematics; Optics; Reynolds number; Direct numerical simulation","score_opus":0.00954336030287439,"score_gpt":0.18621046510738645,"score_spread":0.17666710480451206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360609844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971174,0.00008952825,0.0010956564,0.000045462402,0.000015645881,0.000007573592,0.000034854806,0.00005743299,0.0015363769],"genre_scores_gemma":[0.99960023,0.000023786366,0.0000958385,0.0000039554216,0.0000048918923,0.0000016542959,0.000014400109,0.000008433831,0.00024688555],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999754,0.000042280353,0.000011227821,0.000035191453,0.00006101862,0.00009625309],"domain_scores_gemma":[0.9976411,0.001724429,0.00012135275,0.000076187316,0.0002520581,0.00018497466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043978027,0.0002929678,0.00063531235,0.000452643,0.00061982806,0.0007363892,0.00046059606,0.00045726408,0.0025786282],"category_scores_gemma":[0.0022044594,0.00025665798,0.00036234455,0.0004027775,0.0010484718,0.0004356767,0.0004783691,0.0005132584,0.00019140301],"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":[0.011588319,0.0009108049,0.020120442,0.0003398201,0.00010635631,0.0028991995,0.00089721027,0.34299728,0.5859975,0.0062028007,0.0016510171,0.026289145],"study_design_scores_gemma":[0.00026944437,0.0031231726,0.112295106,0.00003658226,0.00016475831,0.0003742403,0.00066959386,0.69045067,0.19056459,0.00090923865,0.0008790987,0.00026361496],"about_ca_topic_score_codex":0.0046933154,"about_ca_topic_score_gemma":0.0015061493,"teacher_disagreement_score":0.0046933154,"about_ca_system_score_codex":0.0004857928,"about_ca_system_score_gemma":0.00048433634,"threshold_uncertainty_score":0.009332001},"labels":[],"label_agreement":null},{"id":"W4362472720","doi":"10.1016/j.engstruct.2023.116032","title":"ANN-based optimization framework for the design of wind load resisting system of tall buildings","year":2023,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"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","keywords":"Serviceability (structure); Structural engineering; Finite element method; Engineering; Wind engineering; Structural load; Bracing; Shear wall; Optimal design; Computer science","score_opus":0.010722553186492588,"score_gpt":0.21221269262548073,"score_spread":0.20149013943898814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362472720","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":[0.022598904,0.0005591373,0.9677289,0.00013267685,0.000054272135,0.000059042275,0.000109129935,0.0002546238,0.008503292],"genre_scores_gemma":[0.85136515,0.0007387915,0.13646923,0.00013928331,0.00010997241,0.00046818334,0.00038643568,0.00010710564,0.010215829],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997763,0.00007199785,0.000012826188,0.000045211775,0.000059010705,0.00003462384],"domain_scores_gemma":[0.999793,0.00009343325,0.000026437961,0.000008061523,0.00006828575,0.00001078996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005188559,0.00088655675,0.001018843,0.00055603695,0.00045405488,0.0007956541,0.00085538457,0.0012352436,0.0033809575],"category_scores_gemma":[0.0006565374,0.0006434221,0.00096171716,0.0005011671,0.00032547212,0.0005329407,0.0005915011,0.0007175985,0.0004218167],"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":[0.00000621858,0.000008925962,0.000070876966,0.000016266542,0.000007686432,0.000015203772,0.0000054590273,0.9941791,0.0003932007,0.00055561453,0.00011731977,0.004624136],"study_design_scores_gemma":[8.8809037e-7,0.00000518341,0.000030808267,0.0000024491467,0.0000019074976,0.0000020295793,0.000001685624,0.9996438,0.0000478248,0.00016850745,0.000093756054,0.0000010959029],"about_ca_topic_score_codex":0.011367822,"about_ca_topic_score_gemma":0.012031217,"teacher_disagreement_score":0.011367822,"about_ca_system_score_codex":0.00056857505,"about_ca_system_score_gemma":0.000938449,"threshold_uncertainty_score":0.022603333},"labels":[],"label_agreement":null},{"id":"W4362575255","doi":"10.22215/etd/2023-15391","title":"Wind Tunnel Testing to Evaluate Noise Emissions from a Small Wind Turbine","year":2023,"lang":"en","type":"dissertation","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Wind tunnel; Turbine; Wind power; Aerodynamics; Marine engineering; Noise (video); Aeroacoustics; Hypersonic wind tunnel; Engineering; QUIET; Wind speed; Aerospace engineering; Environmental science; Meteorology; Electrical engineering; Computer science; Sound pressure; Physics; Telecommunications","score_opus":0.03955952332764432,"score_gpt":0.27458137342045513,"score_spread":0.23502185009281082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362575255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98946303,0.000057044086,0.0088716615,0.00001712627,0.00002650513,0.0001784071,0.000121889294,0.000051293602,0.0012130288],"genre_scores_gemma":[0.9870839,0.000090847476,0.009484656,0.000041847765,0.0000038239277,0.0001404688,0.00019780881,0.000017698516,0.002939071],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966514,0.00006265368,0.000032393884,0.000036562928,0.000168951,0.00003422964],"domain_scores_gemma":[0.998909,0.00038038637,0.00007711861,0.000059675276,0.00049375516,0.00008010307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091456354,0.0003723655,0.00021639091,0.00029716638,0.00038868032,0.00018898225,0.00034699167,0.00047370256,0.001860125],"category_scores_gemma":[0.0008266616,0.00017959526,0.00021303578,0.00017470002,0.000174026,0.00025610285,0.00024156307,0.0002513758,0.00030842333],"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":[0.0005408618,0.00067634485,0.00680645,0.00013510777,0.000015201101,0.00029633462,0.0003519651,0.0014627096,0.9819032,0.0001043988,0.00017064698,0.007536687],"study_design_scores_gemma":[0.00022074948,0.044207223,0.10558209,0.00009840727,0.00010338301,0.0012654768,0.0018022788,0.012753017,0.8294212,0.00020695335,0.004269168,0.0000699343],"about_ca_topic_score_codex":0.00072741584,"about_ca_topic_score_gemma":0.002699747,"teacher_disagreement_score":0.001860125,"about_ca_system_score_codex":0.00007790921,"about_ca_system_score_gemma":0.00023006408,"threshold_uncertainty_score":0.0062226653},"labels":[],"label_agreement":null},{"id":"W4362606655","doi":"10.1007/s40997-023-00645-x","title":"CFD Analysis of Cross-Ventilation in Buildings with External Louvers: Impact of Slat Angles","year":2023,"lang":"en","type":"article","venue":"Iranian Journal of Science and Technology Transactions of Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MineSense Technologies (Canada)","funders":"","keywords":"Louver; Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Natural ventilation; Airflow; Mechanics; Reynolds number; Ventilation (architecture); Flow (mathematics); Wind tunnel; Meteorology; Environmental science; Marine engineering; Mechanical engineering; Physics; Engineering; Turbulence","score_opus":0.006920290944584063,"score_gpt":0.24500959995859692,"score_spread":0.23808930901401285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362606655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875208,0.00018601303,0.0064113876,0.00008786315,0.000035182635,0.0000147682995,0.00015636747,0.00010253872,0.0054849624],"genre_scores_gemma":[0.99876416,0.000040206316,0.0005128283,0.0000048579655,0.0000043472664,0.00000256062,0.000058826066,0.000009573428,0.00060263457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987555,0.000017464707,0.0000059810345,0.000020711843,0.000030714484,0.000049587044],"domain_scores_gemma":[0.9997371,0.00013053285,0.000023138096,0.000017240123,0.000059115748,0.000032852386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015998665,0.00031465988,0.0005008715,0.00041858095,0.0004490005,0.0008831527,0.00041048953,0.0007231885,0.001840031],"category_scores_gemma":[0.00052335224,0.00021723351,0.0006742901,0.00036108747,0.00052082696,0.00042917533,0.00035021303,0.00031927816,0.00020155977],"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":[0.00035358706,0.00021024233,0.03034155,0.00012336829,0.00005371663,0.00077607203,0.00022319966,0.91441864,0.037255216,0.0015916252,0.00067375466,0.01397902],"study_design_scores_gemma":[0.00001315789,0.00006246166,0.015030266,0.000009780883,0.000014504742,0.0000617931,0.00015074543,0.9796284,0.0044179545,0.00015656071,0.00043460334,0.000019713678],"about_ca_topic_score_codex":0.018867295,"about_ca_topic_score_gemma":0.0106227575,"teacher_disagreement_score":0.018867295,"about_ca_system_score_codex":0.00048842665,"about_ca_system_score_gemma":0.0005938448,"threshold_uncertainty_score":0.037514925},"labels":[],"label_agreement":null},{"id":"W4365814600","doi":"10.2478/ttj-2023-0016","title":"Railway Transport Adaptation Strategies to Climate Change at High Latitudes: A Review of Experience from Canada, Sweden and China","year":2023,"lang":"en","type":"review","venue":"Transport and Telecommunication Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"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":"Russian Science Foundation","keywords":"Earthworks; Climate change; China; Engineering; Civil engineering; Transport engineering; Flooding (psychology); Climate change adaptation; Geography","score_opus":0.060576881508490076,"score_gpt":0.3023027497075925,"score_spread":0.24172586819910244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365814600","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":[0.0030045789,0.9949714,0.00006778679,0.0002882789,0.00007675201,0.000014000112,0.00007359793,0.0000033178485,0.0015003522],"genre_scores_gemma":[0.009605646,0.98987144,0.00012819844,0.00007717819,0.000020725727,0.0000066662246,0.00004986826,0.0000013458691,0.0002390387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942076,0.00009205899,0.000106341504,0.00006516316,0.00025126865,0.00006434389],"domain_scores_gemma":[0.9983929,0.0006265288,0.00015750602,0.000019695999,0.0007262059,0.00007719014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018793502,0.00062510656,0.0011526752,0.004375518,0.00070787943,0.001757936,0.00077414734,0.0005203506,0.0012940487],"category_scores_gemma":[0.0023367973,0.00023521385,0.00058832724,0.010848802,0.0006549634,0.00081053015,0.0005391871,0.0005012622,0.00013376574],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009589023,0.000082089144,0.0041223695,0.116809875,0.000430189,0.0007470849,0.005320366,0.001167819,0.00081001694,0.0037857767,0.014347553,0.852281],"study_design_scores_gemma":[0.000019671026,0.00023344836,0.042255796,0.088795826,0.0018713406,0.0011451698,0.009366105,0.00026774863,0.0010080704,0.000652113,0.8542784,0.00010626463],"about_ca_topic_score_codex":0.36768875,"about_ca_topic_score_gemma":0.5568386,"teacher_disagreement_score":0.6323112,"about_ca_system_score_codex":0.005497358,"about_ca_system_score_gemma":0.022911254,"threshold_uncertainty_score":0.7310971},"labels":[],"label_agreement":null},{"id":"W4366245925","doi":"10.1016/j.jobe.2023.106528","title":"Comparing air sealing techniques for suite compartmentalization in a multi-unit residential building: Aerosolized sealant vs. conventional air sealing approaches","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; American Society of Heating, Refrigerating and Air-Conditioning Engineers","keywords":"Sealant; Suite; Leakage (economics); Aerosolization; Environmental science; Reliability engineering; Computer science; Engineering; Materials science; Composite material; Inhalation; Medicine","score_opus":0.06489013011125093,"score_gpt":0.28616203367888166,"score_spread":0.2212719035676307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366245925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964574,0.0007193367,0.002305035,0.000019508929,0.00002142214,0.000050383598,0.00003795624,0.000021021644,0.00036796436],"genre_scores_gemma":[0.992566,0.0006163754,0.00610011,0.000015834457,0.000022199029,0.00003512773,0.00006345633,0.000021579925,0.0005593079],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981263,0.0008483437,0.0002190499,0.0001881761,0.0004732123,0.00014488838],"domain_scores_gemma":[0.99615353,0.0019337604,0.00067715754,0.0003346655,0.00070574926,0.00019515197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019100242,0.00034149032,0.00041927263,0.0005880595,0.00039822294,0.00062842394,0.00061067234,0.00046241423,0.0014129531],"category_scores_gemma":[0.0042626467,0.00019789058,0.0005294512,0.00039331283,0.0003214307,0.00064723165,0.0005119206,0.0004056975,0.00022721272],"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":[0.06407431,0.005189268,0.078747295,0.0032332141,0.0009129637,0.00049425947,0.0034539804,0.022830354,0.41041806,0.0010709529,0.00079258677,0.4087828],"study_design_scores_gemma":[0.0010918985,0.22117732,0.37553316,0.00028606853,0.0018938701,0.0019767568,0.0036588162,0.046733353,0.33748782,0.00048448332,0.009439293,0.0002371044],"about_ca_topic_score_codex":0.0026879827,"about_ca_topic_score_gemma":0.004533092,"teacher_disagreement_score":0.0026879827,"about_ca_system_score_codex":0.0004800295,"about_ca_system_score_gemma":0.00068823184,"threshold_uncertainty_score":0.010101318},"labels":[],"label_agreement":null},{"id":"W4366402727","doi":"10.1002/fld.5189","title":"A coupled multigrid solver with wall functions for<scp>three‐dimensional</scp>turbulent flows over urban‐like obstacles","year":2023,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","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":"Defence Research and Development Canada; The Audio Recording Academy; Waterloo CFD Engineering Consulting; University of Waterloo","funders":"","keywords":"Turbulence; Multigrid method; Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Laminar flow; Solver; Computer science; Mechanics; Applied mathematics; Turbulence modeling; Flow (mathematics); Mathematical optimization; Physics; Mathematics; Partial differential equation; Mathematical analysis","score_opus":0.031923149008536475,"score_gpt":0.33818992051930347,"score_spread":0.306266771510767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366402727","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":[0.2147097,0.00015693784,0.77208525,0.00021257941,0.0000909762,0.00016035138,0.00027299018,0.0015545139,0.010756662],"genre_scores_gemma":[0.72098446,0.00008028355,0.27388987,0.00008616487,0.000027660262,0.00022075335,0.0004475462,0.00030294954,0.0039603063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987435,0.000031048712,0.0000070285655,0.000018055747,0.00004446318,0.000025068019],"domain_scores_gemma":[0.99968624,0.0001420041,0.000035331574,0.000035019864,0.00006566857,0.000035845485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036145374,0.00061096024,0.0005039916,0.0003921799,0.0004539354,0.00088562135,0.0010868241,0.00094674993,0.0018401081],"category_scores_gemma":[0.0007485392,0.00032892684,0.0006160684,0.0004653685,0.0005800842,0.00038246962,0.0009818148,0.00066857686,0.00032956558],"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":[0.00003907055,0.00004344276,0.0011317105,0.000035986544,0.000018555758,0.00010256844,0.00004418685,0.9802947,0.0048392066,0.0030091465,0.000549262,0.009892238],"study_design_scores_gemma":[0.000006521615,0.00000659608,0.000072861745,0.0000011600579,9.2137054e-7,0.0000040732175,0.0000035528285,0.9989975,0.00046854714,0.00016905002,0.00026752282,0.000001748199],"about_ca_topic_score_codex":0.009984371,"about_ca_topic_score_gemma":0.0065693264,"teacher_disagreement_score":0.009984371,"about_ca_system_score_codex":0.00045791594,"about_ca_system_score_gemma":0.0013040085,"threshold_uncertainty_score":0.019852519},"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":"W4366815676","doi":"10.1139/cjce-2022-0384","title":"Comparison between MERRA-2 and CWEEDS for use in pavement mechanistic-empirical design in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","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":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"Infrastructure Canada","keywords":"Environmental science; Climate zones; Climate change; Meteorology; Climatology; Geography; Geology","score_opus":0.050166023105299586,"score_gpt":0.24219426123296153,"score_spread":0.19202823812766195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366815676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95799965,0.00047668634,0.02298404,0.00023167199,0.000035221256,0.00014190283,0.0063469717,0.0029149258,0.008869071],"genre_scores_gemma":[0.95802724,0.00031012794,0.033890177,0.00003701422,0.0000045024526,0.000057528425,0.005275014,0.00028183474,0.0021166736],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99902594,0.00011507788,0.00005515124,0.0001912043,0.00046754477,0.00014512816],"domain_scores_gemma":[0.998055,0.00027307338,0.00012306854,0.00020066233,0.0012289268,0.00011942053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001840787,0.0010358114,0.0006848648,0.0013256327,0.0007464471,0.0016190461,0.001508542,0.00051103305,0.0019273537],"category_scores_gemma":[0.0031602655,0.0004693551,0.0008059189,0.0013070748,0.00037224588,0.0006650346,0.0005947324,0.00039231245,0.0003500094],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010005661,0.0004352233,0.09836871,0.00028516602,0.00021862218,0.00017904241,0.00036471846,0.75204736,0.012417032,0.0020208713,0.0043663103,0.12829638],"study_design_scores_gemma":[0.00010854143,0.00022338475,0.09685804,0.00006069422,0.000070142865,0.00005894046,0.0003470374,0.8874471,0.0064991713,0.00031800175,0.007893068,0.000115905954],"about_ca_topic_score_codex":0.890799,"about_ca_topic_score_gemma":0.92980576,"teacher_disagreement_score":0.109201014,"about_ca_system_score_codex":0.009365724,"about_ca_system_score_gemma":0.011354967,"threshold_uncertainty_score":0.21968818},"labels":[],"label_agreement":null},{"id":"W4367187533","doi":"10.1016/j.engstruct.2023.116199","title":"Codification of wind loads on hip roof overhangs of low-rise buildings","year":2023,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Roof; Low-rise; Wind engineering; Structural engineering; Wind speed; Wind tunnel; Current (fluid); Engineering; Geotechnical engineering; Environmental science; Marine engineering; Meteorology; Aerospace engineering; Geography","score_opus":0.006042139843311666,"score_gpt":0.20377950940580686,"score_spread":0.19773736956249519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367187533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949897,0.00002069732,0.0023286422,0.0000061802134,0.0000051785364,0.000007915453,0.00007537986,0.00003357169,0.0025327518],"genre_scores_gemma":[0.99870193,0.000011273442,0.00046840336,9.512979e-7,0.0000014098168,0.0000022546005,0.000068393485,0.000011184838,0.00073404127],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999918,0.000008467311,0.000006286847,0.000014416478,0.00002683359,0.000026023938],"domain_scores_gemma":[0.9997539,0.00007664354,0.000027774602,0.000028593695,0.00008146541,0.000031617725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117160525,0.00033440418,0.000382258,0.00085873937,0.00045141304,0.0009163255,0.00031076898,0.00036730443,0.0023896385],"category_scores_gemma":[0.00049125176,0.00019954448,0.0003332448,0.0004895124,0.00030954892,0.00041965232,0.0002451567,0.0002835482,0.0002805154],"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":[0.0011472574,0.0005418428,0.1976167,0.00019703881,0.00010796724,0.0017560765,0.00094253663,0.5202401,0.16289191,0.0045589837,0.0006515947,0.10934804],"study_design_scores_gemma":[0.000022976536,0.00017762961,0.2862189,0.000028314147,0.000029538012,0.00014682961,0.00077843043,0.69295657,0.017978208,0.0008022942,0.0008252752,0.000034942],"about_ca_topic_score_codex":0.013614815,"about_ca_topic_score_gemma":0.017168686,"teacher_disagreement_score":0.013614815,"about_ca_system_score_codex":0.00037538097,"about_ca_system_score_gemma":0.00033061605,"threshold_uncertainty_score":0.027071118},"labels":[],"label_agreement":null},{"id":"W4367839073","doi":"10.1016/j.jweia.2023.105441","title":"Wind loading on a stepped roof building: Comparison of field measurements, wind tunnel data, and standard provisions","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Concordia University","funders":"Concordia University","keywords":"Roof; Wind tunnel; Engineering; Structural engineering; Geotechnical engineering; Enhanced Data Rates for GSM Evolution; Marine engineering; Aerospace engineering","score_opus":0.057923994723941157,"score_gpt":0.2780808344541551,"score_spread":0.22015683973021394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367839073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993205,0.0000040202654,0.0001921371,0.0000029453588,0.0000020118364,0.000006588046,0.0001264654,0.000024388664,0.0003210206],"genre_scores_gemma":[0.9996716,0.0000049537534,0.00013089203,9.778503e-7,7.515657e-7,0.0000031472784,0.00011491605,0.0000026400423,0.00007017761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980456,0.000026288972,0.00001473449,0.00003635064,0.00008011688,0.000037973165],"domain_scores_gemma":[0.999466,0.00015221833,0.000051982068,0.0000755319,0.00016583684,0.00008847213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028295704,0.00036392352,0.0004099516,0.00075856777,0.00060658285,0.0004352754,0.00035599087,0.00041659217,0.0009726217],"category_scores_gemma":[0.0005182545,0.00021138252,0.00024222222,0.000564552,0.00040517593,0.00032490448,0.000244518,0.00024928813,0.0002527206],"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":[0.0038327132,0.0020344346,0.646727,0.00022366692,0.00017995347,0.0021063497,0.0013653943,0.06893192,0.22005881,0.00036505205,0.0014212667,0.052753363],"study_design_scores_gemma":[0.000041072508,0.0008199841,0.9513985,0.000010961618,0.000050428444,0.0001984566,0.0006649496,0.03489285,0.0115358895,0.000057428966,0.0003008047,0.000028775876],"about_ca_topic_score_codex":0.009668249,"about_ca_topic_score_gemma":0.018509429,"teacher_disagreement_score":0.009668249,"about_ca_system_score_codex":0.00029882614,"about_ca_system_score_gemma":0.00030302195,"threshold_uncertainty_score":0.019223988},"labels":[],"label_agreement":null},{"id":"W4375861312","doi":"10.1007/s10494-023-00424-3","title":"Dynamic Mode Decomposition for the Comparison of Engine In-Cylinder Flow Fields from Particle Image Velocimetry (PIV) and Reynolds-Averaged Navier–Stokes (RANS) Simulations","year":2023,"lang":"en","type":"article","venue":"Flow Turbulence and Combustion","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council","keywords":"Reynolds-averaged Navier–Stokes equations; Particle image velocimetry; Mechanics; Reynolds number; Dynamic similarity; Turbulence; Flow (mathematics); Context (archaeology); Physics; Mathematics; Computer science","score_opus":0.012330604051022072,"score_gpt":0.29479278007514825,"score_spread":0.28246217602412615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375861312","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":[0.399648,0.0004097068,0.5940123,0.0001544888,0.000109333945,0.00019546857,0.0010980673,0.001636359,0.0027361736],"genre_scores_gemma":[0.8641062,0.0002045689,0.13268158,0.00003199117,0.000022891485,0.00017939389,0.0016914187,0.00022719942,0.0008548085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974805,0.00006205178,0.000020423142,0.00004073466,0.000102010024,0.000026733253],"domain_scores_gemma":[0.9991906,0.00040638502,0.00010414638,0.00006464647,0.00019187629,0.000042398457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012186541,0.00060781,0.0003192812,0.0011248314,0.00021511939,0.00074316404,0.0003748017,0.00047118225,0.0013517772],"category_scores_gemma":[0.0028379315,0.00016727112,0.00048335004,0.00065775996,0.00019582121,0.0005569694,0.00047571506,0.00060578407,0.00038442088],"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":[0.0006561872,0.00039833997,0.015433392,0.00051068666,0.00010373982,0.00022930175,0.00042780171,0.6673145,0.057313822,0.0071602156,0.0033685844,0.24708338],"study_design_scores_gemma":[0.000004889549,0.000042438074,0.0043080896,0.000012116173,0.0000045377838,0.000016844355,0.000035803914,0.99142367,0.0031164482,0.0004481888,0.0005744673,0.0000125072565],"about_ca_topic_score_codex":0.0038960197,"about_ca_topic_score_gemma":0.001993586,"teacher_disagreement_score":0.0038960197,"about_ca_system_score_codex":0.00024938607,"about_ca_system_score_gemma":0.0006265667,"threshold_uncertainty_score":0.0077466965},"labels":[],"label_agreement":null},{"id":"W4375867636","doi":"10.1016/j.jweia.2023.105446","title":"Projected changes of wind-driven rain and moisture load in wall assemblies across Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Infrastructure Canada","keywords":"Moisture; Environmental science; Climate change; Climate zones; Water content; Wind speed; Meteorology; Atmospheric sciences; Climatology; Geotechnical engineering; Geology; Geography","score_opus":0.014015739696984749,"score_gpt":0.21208424514706906,"score_spread":0.1980685054500843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375867636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932326,0.00008406342,0.00024787692,0.00020668645,0.000009683582,0.000015175483,0.0030452781,0.00003849067,0.0031201225],"genre_scores_gemma":[0.9958305,0.00009855369,0.00019816389,0.000030792005,0.000002022684,0.0000074884115,0.0010177972,0.0000064457927,0.002808212],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997154,0.00001152437,0.000008140159,0.00003064941,0.00010009,0.00013424226],"domain_scores_gemma":[0.99931586,0.0000251041,0.00004837465,0.000007774499,0.00048235554,0.00012056439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002100066,0.00031149603,0.00021844609,0.0006278606,0.0013302541,0.001201628,0.00056877045,0.0005373253,0.0029884598],"category_scores_gemma":[0.0005364157,0.0002355954,0.00040507864,0.0013550648,0.00031312232,0.00032135687,0.00052276417,0.0004558077,0.00036886276],"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":[0.0004263453,0.00016754107,0.94229025,0.00008174104,0.0001305421,0.00071990135,0.0015010345,0.022351854,0.007109588,0.000928468,0.004209904,0.020082764],"study_design_scores_gemma":[0.000006575731,0.000019063562,0.99095774,0.000008588476,0.000011847631,0.000025277357,0.0012871601,0.0054422524,0.0003784577,0.00003082928,0.0018200531,0.00001214381],"about_ca_topic_score_codex":0.9900774,"about_ca_topic_score_gemma":0.9945604,"teacher_disagreement_score":0.017873297,"about_ca_system_score_codex":0.017873297,"about_ca_system_score_gemma":0.011655213,"threshold_uncertainty_score":0.12968045},"labels":[],"label_agreement":null},{"id":"W4376277960","doi":"10.1177/09544062231172666","title":"Large-eddy simulation of airflow dynamics around a cluster of buildings","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","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":"Concordia University","funders":"","keywords":"Turbulence; Airflow; Eddy; Flow (mathematics); Mechanics; Large eddy simulation; Computational fluid dynamics; Meteorology; Reynolds number; Vortex; Leading edge; Geology; Physics; Engineering; Mechanical engineering","score_opus":0.009544020405722269,"score_gpt":0.22836455478057407,"score_spread":0.2188205343748518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376277960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918282,0.000049367995,0.0052624326,0.000072839495,0.000018895784,0.000024771545,0.00016836764,0.0001299167,0.002445168],"genre_scores_gemma":[0.9971398,0.000021010539,0.0020115995,0.0000103995035,0.0000040083373,0.000014506821,0.00016207076,0.000010934733,0.00062574155],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991584,0.000015772604,0.0000053133363,0.000015307962,0.000018920735,0.000028768693],"domain_scores_gemma":[0.9996294,0.00014538111,0.000045663688,0.000025109819,0.000053256637,0.00010124838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313211,0.0004025844,0.00050697144,0.00033345644,0.000591639,0.0006534001,0.0005935789,0.0008943123,0.0010226084],"category_scores_gemma":[0.0005909346,0.00019249089,0.00042014907,0.00038979796,0.000539584,0.0004488732,0.00040373203,0.00041729232,0.00010110843],"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":[0.00011238724,0.00011784733,0.0051124445,0.000022268649,0.000021942942,0.00018309352,0.000056056568,0.98929566,0.0030356785,0.00064833806,0.00022632265,0.0011680479],"study_design_scores_gemma":[0.000014326267,0.000032473967,0.0019195398,0.0000023780144,0.0000037002055,0.000010400081,0.000039427738,0.9973617,0.0004219586,0.000089980706,0.00009948593,0.0000046597597],"about_ca_topic_score_codex":0.014707219,"about_ca_topic_score_gemma":0.008361612,"teacher_disagreement_score":0.014707219,"about_ca_system_score_codex":0.0006256272,"about_ca_system_score_gemma":0.00062653027,"threshold_uncertainty_score":0.02924323},"labels":[],"label_agreement":null},{"id":"W4378982479","doi":"10.1016/j.buildenv.2023.110428","title":"Effect of morphology and an upstream tall building on the mean turbulence statistics of a street canyon flow","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"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; Mitacs; Agence Nationale de la Recherche","keywords":"Canyon; Street canyon; Turbulence; Particle image velocimetry; Wake; Mean flow; Wind tunnel; Flow (mathematics); Upstream (networking); Meteorology; Ventilation (architecture); Geology; Square (algebra); Hydrology (agriculture); Geography; Geometry; Geomorphology; Mechanics; Geotechnical engineering; Engineering; Physics; Mathematics","score_opus":0.009084725108679229,"score_gpt":0.2337511950316913,"score_spread":0.2246664699230121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378982479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99939716,0.000014488337,0.00033785217,0.000008406289,0.0000031937022,0.0000010437225,0.000028234863,0.000013085266,0.0001964643],"genre_scores_gemma":[0.99986863,0.0000059420595,0.00005249506,0.0000012617962,0.000001444875,4.8028545e-7,0.000023755254,0.0000034452046,0.000042589425],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998221,0.000054286844,0.000007958723,0.000034990735,0.000026785534,0.00005381786],"domain_scores_gemma":[0.99672157,0.002455154,0.00015034937,0.00012189361,0.00018067494,0.00037036947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048723276,0.00024358537,0.0003350641,0.00050206145,0.0004166768,0.00065864006,0.00020713502,0.00034884812,0.001060002],"category_scores_gemma":[0.0024372046,0.00027862485,0.0003518117,0.00032914014,0.00074467657,0.00034258302,0.00030109222,0.00042284594,0.00010494631],"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":[0.005931879,0.00076320174,0.47234696,0.00010287509,0.0003623549,0.0019258836,0.00055904617,0.3137514,0.18221855,0.0021992645,0.0009542357,0.018884314],"study_design_scores_gemma":[0.000062070736,0.00079890765,0.737524,0.00001019776,0.00017720764,0.00021378929,0.0003465597,0.24258089,0.01773285,0.00027456324,0.00018735143,0.00009162802],"about_ca_topic_score_codex":0.008841946,"about_ca_topic_score_gemma":0.009069005,"teacher_disagreement_score":0.008841946,"about_ca_system_score_codex":0.00033409317,"about_ca_system_score_gemma":0.00049045635,"threshold_uncertainty_score":0.017580926},"labels":[],"label_agreement":null},{"id":"W4379796297","doi":"10.1175/jamc-d-22-0156.1","title":"Development of an Extreme Wind-Driven Rain Climatology for the Southeastern United States Using 1-Min Rainfall and Peak Wind Speed Data","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind speed; Environmental science; Return period; Maximum sustained wind; Meteorology; Intensity (physics); Climatology; Wind shear; Atmospheric sciences; Wind direction; Wind gradient; Geology; Geography; Physics","score_opus":0.06449467457181678,"score_gpt":0.2882395988266296,"score_spread":0.2237449242548128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379796297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94231546,0.00009300437,0.04345685,0.00009120125,0.000027476104,0.00020570873,0.009408866,0.0016630806,0.0027383529],"genre_scores_gemma":[0.92095023,0.00006485801,0.07154965,0.00002684246,0.000012828329,0.0001472859,0.0066239387,0.000099612254,0.0005247348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999039,0.000019928926,0.000013351502,0.000027263599,0.000026853435,0.000008732862],"domain_scores_gemma":[0.99970454,0.000035112673,0.000060020226,0.000027943905,0.00013793065,0.00003439776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003564558,0.00028941076,0.00026283404,0.0012636501,0.0003157143,0.0005283207,0.00033847132,0.00022411166,0.0007774086],"category_scores_gemma":[0.000755258,0.00024842637,0.00025596737,0.0010612281,0.000060013983,0.0002838068,0.00030165823,0.00024790867,0.00022097581],"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":[0.00015964273,0.00020499,0.7241007,0.00010770676,0.00014529134,0.0004732171,0.0004026034,0.16529043,0.011758134,0.0007168473,0.005910636,0.090729855],"study_design_scores_gemma":[0.000029003382,0.000057304587,0.52123964,0.00004666981,0.000023829198,0.00008478468,0.0002516475,0.4716763,0.0021353522,0.00029635534,0.004127115,0.000032007338],"about_ca_topic_score_codex":0.062296994,"about_ca_topic_score_gemma":0.11658847,"teacher_disagreement_score":0.062296994,"about_ca_system_score_codex":0.00040345057,"about_ca_system_score_gemma":0.000559883,"threshold_uncertainty_score":0.12386876},"labels":[],"label_agreement":null},{"id":"W4380149030","doi":"10.1007/s11356-023-28087-7","title":"Influence of outdoor meteorological parameters on the indoor environment of blast furnace yard","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Environmental science; Ventilation (architecture); Wind speed; Volume (thermodynamics); Wind direction; Airflow; Meteorology; Prevailing winds; Natural ventilation; Dust control; Atmospheric sciences; Environmental engineering; Waste management; Engineering; Geology","score_opus":0.044639137482643525,"score_gpt":0.2953149653293486,"score_spread":0.25067582784670506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380149030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994808,0.000047245812,0.00007866649,0.0000024742358,0.0000028303157,0.0000010394369,0.00007672936,0.000004134112,0.0003060908],"genre_scores_gemma":[0.9995875,0.0000305415,0.00003732557,0.0000020253701,0.0000021051962,9.168031e-7,0.000092201844,0.0000034302093,0.00024386213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998665,0.0000219497,0.0000071324557,0.000036149646,0.00003202666,0.000036170994],"domain_scores_gemma":[0.9997625,0.00008076964,0.000040953502,0.000018502951,0.000056841116,0.000040407376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011615891,0.00021682565,0.00033539857,0.00020617484,0.00037860504,0.0005066094,0.00012741039,0.00017538917,0.0014464807],"category_scores_gemma":[0.00023707043,0.00012451294,0.00026979382,0.00027251864,0.00016821784,0.00015318523,0.00016171856,0.00022651837,0.00016588766],"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":[0.0051460746,0.00037264088,0.5976134,0.00019046778,0.0003396772,0.0012476996,0.00067765615,0.011939768,0.36362126,0.00013540404,0.00056232227,0.018153653],"study_design_scores_gemma":[0.000008529299,0.00029164413,0.9809326,0.000004573169,0.00006388572,0.00008184998,0.00049902726,0.0021275308,0.01565682,0.000027522356,0.00029164046,0.000014293274],"about_ca_topic_score_codex":0.010360214,"about_ca_topic_score_gemma":0.014985546,"teacher_disagreement_score":0.010360214,"about_ca_system_score_codex":0.00026469372,"about_ca_system_score_gemma":0.00023793975,"threshold_uncertainty_score":0.020599842},"labels":[],"label_agreement":null},{"id":"W4381163833","doi":"10.32920/23542023.v1","title":"Numerical Investigation of the Built Urban Environment Immersed in Atmospheric Boundary Layer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Computational fluid dynamics; Inflow; CFD in buildings; Aerodynamics; Meteorology; Planetary boundary layer; Wind speed; Turbulence; Wind direction; Boundary layer; Environmental science; Large eddy simulation; Marine engineering; Aerospace engineering; Engineering; Geography","score_opus":0.02487838932121919,"score_gpt":0.22754625099682718,"score_spread":0.202667861675608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381163833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696521,0.0002547236,0.014200035,0.00025029614,0.00007826164,0.000060948772,0.00038717448,0.0001517444,0.01496475],"genre_scores_gemma":[0.99480385,0.00008091137,0.0028978682,0.00002074129,0.000007903491,0.000018440702,0.00015384033,0.000012713561,0.002003737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998547,0.000025295618,0.0000072511184,0.00002650028,0.000035558685,0.000050650302],"domain_scores_gemma":[0.99967945,0.0001406485,0.000045076005,0.000022906366,0.000049227736,0.00006273038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021864154,0.00038968597,0.0004562496,0.00038779984,0.00056633865,0.0012209964,0.00055010803,0.00118628,0.001503144],"category_scores_gemma":[0.00085261546,0.00023185967,0.00044547336,0.00041042562,0.0010760055,0.00043789652,0.0008209152,0.00047975752,0.00016051673],"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":[0.00008701219,0.00007161606,0.0063331765,0.00006345116,0.000023143613,0.00037287656,0.00013041675,0.983275,0.0046267346,0.0023452807,0.00030894665,0.0023624492],"study_design_scores_gemma":[0.0000149746675,0.00003367752,0.0017779188,0.00001032957,0.000007026616,0.00002086746,0.000101275225,0.99676406,0.00070911983,0.00024112752,0.00030998525,0.000009640419],"about_ca_topic_score_codex":0.041687503,"about_ca_topic_score_gemma":0.024108464,"teacher_disagreement_score":0.041687503,"about_ca_system_score_codex":0.00084235973,"about_ca_system_score_gemma":0.0010851067,"threshold_uncertainty_score":0.082889676},"labels":[],"label_agreement":null},{"id":"W4381189598","doi":"10.32920/23542023","title":"Numerical Investigation of the Built Urban Environment Immersed in Atmospheric Boundary Layer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Inflow; Computational fluid dynamics; Aerodynamics; CFD in buildings; Meteorology; Planetary boundary layer; Wind speed; Turbulence; Wind direction; Boundary layer; Environmental science; Large eddy simulation; Marine engineering; Engineering; Aerospace engineering; Geography","score_opus":0.02487838932121919,"score_gpt":0.22754625099682718,"score_spread":0.202667861675608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381189598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696521,0.0002547236,0.014200035,0.00025029614,0.00007826164,0.000060948772,0.00038717448,0.0001517444,0.01496475],"genre_scores_gemma":[0.99480385,0.00008091137,0.0028978682,0.00002074129,0.000007903491,0.000018440702,0.00015384033,0.000012713561,0.002003737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998547,0.000025295618,0.0000072511184,0.00002650028,0.000035558685,0.000050650302],"domain_scores_gemma":[0.99967945,0.0001406485,0.000045076005,0.000022906366,0.000049227736,0.00006273038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021864154,0.00038968597,0.0004562496,0.00038779984,0.00056633865,0.0012209964,0.00055010803,0.00118628,0.001503144],"category_scores_gemma":[0.00085261546,0.00023185967,0.00044547336,0.00041042562,0.0010760055,0.00043789652,0.0008209152,0.00047975752,0.00016051673],"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":[0.00008701219,0.00007161606,0.0063331765,0.00006345116,0.000023143613,0.00037287656,0.00013041675,0.983275,0.0046267346,0.0023452807,0.00030894665,0.0023624492],"study_design_scores_gemma":[0.0000149746675,0.00003367752,0.0017779188,0.00001032957,0.000007026616,0.00002086746,0.000101275225,0.99676406,0.00070911983,0.00024112752,0.00030998525,0.000009640419],"about_ca_topic_score_codex":0.041687503,"about_ca_topic_score_gemma":0.024108464,"teacher_disagreement_score":0.041687503,"about_ca_system_score_codex":0.00084235973,"about_ca_system_score_gemma":0.0010851067,"threshold_uncertainty_score":0.082889676},"labels":[],"label_agreement":null},{"id":"W4381415497","doi":"10.2139/ssrn.4481480","title":"Wind-Driven Cross-Ventilation in a Low-Rise Residential Building with Neighbourhoods","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Ventilation (architecture); Architectural engineering; Low-rise; Environmental science; Meteorology; Civil engineering; Geography; Engineering","score_opus":0.00973049009377064,"score_gpt":0.2625136269749206,"score_spread":0.25278313688114995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381415497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979748,0.000025001598,0.0005372168,0.000049557253,0.00000806804,0.000007638259,0.000046629648,0.000009424852,0.001341591],"genre_scores_gemma":[0.9992937,0.000008493913,0.00016381325,0.0000025331562,0.0000033314802,0.0000024570977,0.000020825466,0.0000023948244,0.0005024907],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982303,0.000039705625,0.000006736185,0.000034513923,0.000023704157,0.00007231984],"domain_scores_gemma":[0.99975604,0.00006863506,0.000018432313,0.000018749348,0.000031723594,0.00010641828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018414433,0.00025397108,0.00050761574,0.0004000453,0.0014484057,0.00087285397,0.0008670473,0.0012739088,0.0029845028],"category_scores_gemma":[0.0005193969,0.0002355487,0.00039527833,0.00043478239,0.0007882227,0.00043918748,0.001071076,0.00042924445,0.00032128335],"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":[0.0049498538,0.004296572,0.49171877,0.00026676763,0.00036029686,0.048166297,0.0046717194,0.3199576,0.060344405,0.022092488,0.0046854173,0.038489778],"study_design_scores_gemma":[0.0002257694,0.0015445123,0.42322922,0.00005574715,0.000117206226,0.004168199,0.010994957,0.543116,0.0047475905,0.009387741,0.0022994624,0.000113542344],"about_ca_topic_score_codex":0.029496761,"about_ca_topic_score_gemma":0.036538307,"teacher_disagreement_score":0.029496761,"about_ca_system_score_codex":0.0005975503,"about_ca_system_score_gemma":0.00043690985,"threshold_uncertainty_score":0.058650136},"labels":[],"label_agreement":null},{"id":"W4381946757","doi":"10.1063/5.0151320","title":"Adding a simple production term to Reynolds-averaged Navier–Stokes turbulence models for flows over two-dimensional hills","year":2023,"lang":"en","type":"article","venue":"Physics of Fluids","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Core Research for Evolutional Science and Technology; Nanyang Technological University; University of Calgary","keywords":"Turbulence; Physics; Reynolds stress; K-epsilon turbulence model; Turbulence kinetic energy; Mechanics; Reynolds stress equation model; Reynolds number; Curvature; Turbulence modeling; Statistical physics; K-omega turbulence model; Mean flow; Crest; Term (time); Flow (mathematics); Geometry; Mathematics","score_opus":0.02272721447419944,"score_gpt":0.27208339738213033,"score_spread":0.24935618290793088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381946757","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":[0.34173852,0.00056591514,0.6357319,0.0006702084,0.00057921064,0.0001831605,0.0002766174,0.0009915067,0.01926297],"genre_scores_gemma":[0.949624,0.00036418877,0.043263733,0.000102808546,0.00013944741,0.00011578769,0.00017377763,0.00021793273,0.0059983823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986947,0.00002273993,0.000009671191,0.000021388689,0.000047532412,0.000029152794],"domain_scores_gemma":[0.99970055,0.000054616463,0.00006997941,0.00006136976,0.00007910279,0.000034420133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038462103,0.0011166561,0.00057982834,0.0004075257,0.0005063499,0.0009372386,0.0014451329,0.0008248047,0.0009930411],"category_scores_gemma":[0.00077134615,0.00040372144,0.0014245707,0.0003495982,0.0007379544,0.0013625297,0.00082670455,0.0009375334,0.00037580973],"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":[0.00004278175,0.00010876674,0.002697666,0.00006261509,0.00003749151,0.0003509902,0.00006548795,0.9386991,0.023764571,0.0246135,0.0005365806,0.009020406],"study_design_scores_gemma":[0.0000070204455,0.000019017782,0.00043676497,0.0000034742127,0.000007172839,0.000019204943,0.000004320018,0.9967116,0.0010574028,0.0012550731,0.00046527607,0.000013588855],"about_ca_topic_score_codex":0.008323773,"about_ca_topic_score_gemma":0.0055700145,"teacher_disagreement_score":0.008323773,"about_ca_system_score_codex":0.00074437365,"about_ca_system_score_gemma":0.000992216,"threshold_uncertainty_score":0.0165506},"labels":[],"label_agreement":null},{"id":"W4382536666","doi":"10.1016/j.jobe.2023.107207","title":"Exposure factors and their specifications in current wind codes and standards","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Current (fluid); Environmental science; Reliability engineering; Computer science; Engineering; Electrical engineering","score_opus":0.02049676637912435,"score_gpt":0.23812069900696464,"score_spread":0.2176239326278403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382536666","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5303066,0.002029321,0.38482463,0.00082619174,0.00039575234,0.0004259968,0.00888136,0.0013701705,0.07094013],"genre_scores_gemma":[0.92128026,0.0005847382,0.064295396,0.00017996893,0.000060390736,0.0005041874,0.0063093277,0.00019920328,0.00658646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899532,0.002738795,0.0014730246,0.0007255313,0.004525869,0.0005835637],"domain_scores_gemma":[0.9771877,0.011936162,0.0019236763,0.0021436869,0.0065300376,0.00027870474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063618612,0.00067872263,0.0003728678,0.0018569671,0.0005517627,0.0014930236,0.0011218244,0.0012492791,0.0022177326],"category_scores_gemma":[0.019804763,0.00039126462,0.0007679138,0.002082057,0.00063333276,0.0009892281,0.0007637911,0.00082665496,0.0009073785],"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":[0.001748009,0.0011952408,0.30985948,0.0011936984,0.0002240539,0.00034309438,0.0032335273,0.087400526,0.044915415,0.088750586,0.0156256,0.44551077],"study_design_scores_gemma":[0.00017532973,0.0031347352,0.6198809,0.0010930179,0.00048638365,0.0012424751,0.0032001617,0.061408468,0.0970194,0.053615477,0.15832616,0.00041742614],"about_ca_topic_score_codex":0.007846421,"about_ca_topic_score_gemma":0.008738768,"teacher_disagreement_score":0.007846421,"about_ca_system_score_codex":0.00094523444,"about_ca_system_score_gemma":0.0014635148,"threshold_uncertainty_score":0.033645093},"labels":[],"label_agreement":null},{"id":"W4382700948","doi":"10.11159/iccste23.191","title":"Multi-objective Performance Based Control of Building Frames during Wind and Earthquake Events for Multi-Hazard Mitigation using a New Hybrid Passive Energy Dissipation Device","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dissipation; Wind power; Computer science; Hazard; Frame (networking); Control (management); Environmental science; Engineering; Electrical engineering; Telecommunications; Physics","score_opus":0.015046082378285863,"score_gpt":0.23207922580569287,"score_spread":0.217033143427407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382700948","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":[0.0806912,0.00012606083,0.9161681,0.000039890238,0.000025069912,0.00004908488,0.00001276459,0.000107674896,0.0027801162],"genre_scores_gemma":[0.9706468,0.00006341559,0.02812041,0.0000192616,0.00000880326,0.000062726576,0.000014133379,0.000008680344,0.0010557456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987817,0.00002506515,0.0000071841214,0.000030503223,0.00004215141,0.000016913571],"domain_scores_gemma":[0.99987197,0.000036380145,0.000042306317,0.000010532381,0.000029133413,0.000009687324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034408426,0.0005508738,0.00028457193,0.00019726514,0.00013195777,0.00037396172,0.0005280607,0.00030514668,0.00078418676],"category_scores_gemma":[0.00031703452,0.00017345828,0.00024069955,0.000076669035,0.00020387047,0.0002551032,0.00042332386,0.00021717511,0.00013455018],"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":[0.00020816112,0.00014351115,0.0008979093,0.00023120268,0.000056750858,0.0001227702,0.00008595486,0.7529828,0.17569305,0.0037178479,0.0002545219,0.06560551],"study_design_scores_gemma":[0.000015398986,0.00036962662,0.00052633684,0.000008871834,0.000015878866,0.000022079286,0.000012231892,0.9866888,0.011284158,0.0003400871,0.0007097589,0.0000068156473],"about_ca_topic_score_codex":0.00026034945,"about_ca_topic_score_gemma":0.0004049599,"teacher_disagreement_score":0.00078418676,"about_ca_system_score_codex":0.00016102016,"about_ca_system_score_gemma":0.00015583415,"threshold_uncertainty_score":0.0026233792},"labels":[],"label_agreement":null},{"id":"W4383213903","doi":"10.1016/j.jweia.2023.105489","title":"Wind loading of rooftop PV panels cover plate: A codification-oriented study","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wind engineering; Wind tunnel; Marine engineering; Terrain; Current (fluid); Environmental science; Photovoltaic system; Structural engineering; Scale (ratio); Wind power; Full scale; Engineering; Meteorology; Aerospace engineering; Electrical engineering; Geography","score_opus":0.02153047663675295,"score_gpt":0.22242836315822115,"score_spread":0.2008978865214682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383213903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99188316,0.000082598446,0.002946685,0.000016962613,0.000013771528,0.000024273291,0.000083586834,0.000025254198,0.00492371],"genre_scores_gemma":[0.9984296,0.000051927123,0.00029805946,0.000002892842,0.0000030074198,0.000006117737,0.000051773884,0.0000082456245,0.0011484025],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999244,0.000009980964,0.0000046915743,0.000013023989,0.000025852161,0.00002199485],"domain_scores_gemma":[0.99985445,0.00005097472,0.000018727029,0.000023166867,0.00004318633,0.00000955156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000886731,0.00041449547,0.0005133626,0.00031418714,0.00038290155,0.000579851,0.0003941598,0.0006742184,0.002671974],"category_scores_gemma":[0.00028795065,0.00018932908,0.0005673682,0.00024367272,0.00036363775,0.00042669591,0.0002621146,0.0002827152,0.00039075935],"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":[0.0012975273,0.0008340828,0.022512551,0.00059462886,0.00010309664,0.003151167,0.00038725467,0.55556786,0.366307,0.0023853257,0.0012078176,0.04565171],"study_design_scores_gemma":[0.000038169408,0.0005926214,0.049974572,0.000028128552,0.000059395123,0.00031273122,0.0006213747,0.8867735,0.06023127,0.0004377614,0.0008919858,0.000038583887],"about_ca_topic_score_codex":0.0040586395,"about_ca_topic_score_gemma":0.0024031366,"teacher_disagreement_score":0.0040586395,"about_ca_system_score_codex":0.00018174358,"about_ca_system_score_gemma":0.0001889172,"threshold_uncertainty_score":0.00893867},"labels":[],"label_agreement":null},{"id":"W4383558604","doi":"10.3233/brs-230210","title":"Buffeting response analysis – the stack state-space approach","year":2023,"lang":"en","type":"article","venue":"Bridge Structures","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":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Aeroelasticity; Aerodynamics; Structural engineering; Engineering; Bridge (graph theory); Aerodynamic force; State space; Deck; Stack (abstract data type); Computer science; Aerospace engineering; Mathematics","score_opus":0.015612445837260003,"score_gpt":0.2474554675077317,"score_spread":0.2318430216704717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383558604","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":[0.035450403,0.00009456312,0.95680916,0.000065651984,0.000016485377,0.00004693413,0.000101624355,0.0003323087,0.007082832],"genre_scores_gemma":[0.9403421,0.00033888876,0.052182853,0.00006761321,0.000039817307,0.00019259818,0.00033657218,0.000078216835,0.006421369],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999723,0.00010069086,0.000012233595,0.000037164955,0.00008677745,0.000040068713],"domain_scores_gemma":[0.999746,0.0001207308,0.000032038562,0.000032591048,0.000059741516,0.00000884864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004957951,0.0008518111,0.00045501394,0.000925228,0.0003476312,0.00094758335,0.0006239777,0.0007006767,0.0038359256],"category_scores_gemma":[0.0009239827,0.00022297201,0.00090596516,0.0005555281,0.00056682224,0.00080595264,0.00070484745,0.0006557657,0.00051825604],"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":[0.00006941773,0.00005485067,0.001283602,0.00007262009,0.000053951848,0.00008437142,0.00009511817,0.91642267,0.0066729966,0.029484292,0.0005029741,0.045203067],"study_design_scores_gemma":[0.0000013250394,0.000026538144,0.00020689117,0.0000040738955,0.00000461514,0.000005999116,0.00001706953,0.9952893,0.00062757795,0.0034890505,0.0003228183,0.00000475215],"about_ca_topic_score_codex":0.003678121,"about_ca_topic_score_gemma":0.0019112781,"teacher_disagreement_score":0.0038359256,"about_ca_system_score_codex":0.00034789578,"about_ca_system_score_gemma":0.00049179944,"threshold_uncertainty_score":0.012832403},"labels":[],"label_agreement":null},{"id":"W4383741556","doi":"10.1016/j.actaastro.2023.07.008","title":"Establishing the requirements for safe rocket launches with respect to weather","year":2023,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Aeronautics; Sounding rocket; Aviation; Engineering; Software; Space launch; Rocket (weapon); Operations research; Computer science; Aerospace engineering; Launch vehicle","score_opus":0.025554105035947645,"score_gpt":0.2597235792943263,"score_spread":0.23416947425837867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383741556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5206828,0.0014190777,0.2608931,0.0039914898,0.0009850587,0.0017530301,0.0018192522,0.001343618,0.20711255],"genre_scores_gemma":[0.95019776,0.00054337416,0.038883787,0.0002623677,0.00016471735,0.00066483446,0.000982154,0.00020685596,0.008094114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9931195,0.0017656641,0.0008053743,0.00039222368,0.0029162313,0.0010009371],"domain_scores_gemma":[0.9555224,0.024646675,0.0029200371,0.0028459048,0.012450196,0.0016147668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007263097,0.00072299584,0.0007965838,0.0016387803,0.002029332,0.0029046903,0.0015810739,0.0023381205,0.010642665],"category_scores_gemma":[0.03386207,0.00052673003,0.0006081031,0.0004933082,0.0012920235,0.0033446245,0.002060395,0.0020477166,0.0034864065],"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":[0.0042226855,0.00096842734,0.0799248,0.0023911863,0.000110833906,0.003457006,0.006734702,0.24428642,0.20980549,0.22207743,0.027783329,0.19823773],"study_design_scores_gemma":[0.00062562135,0.0063461284,0.18295728,0.0024673794,0.00021340248,0.002809886,0.026269503,0.25218052,0.18844712,0.10652358,0.23047265,0.00068701303],"about_ca_topic_score_codex":0.008791001,"about_ca_topic_score_gemma":0.0067422143,"teacher_disagreement_score":0.010642665,"about_ca_system_score_codex":0.00077597273,"about_ca_system_score_gemma":0.003875433,"threshold_uncertainty_score":0.03841138},"labels":[],"label_agreement":null},{"id":"W4383957077","doi":"10.1029/2022ms003287","title":"Novel Geometric Parameters for Assessing Flow Over Realistic Versus Idealized Urban Arrays","year":2023,"lang":"en","type":"article","venue":"Journal of Advances in Modeling Earth Systems","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Australian Research Council; National Cancer Institute; Australian Government; Climate Extremes; National Computational Infrastructure","keywords":"Flow (mathematics); Environmental science; Computer science; Geology; Geometry; Mathematics","score_opus":0.048640337012254266,"score_gpt":0.31061445795262477,"score_spread":0.2619741209403705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383957077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292856,0.00003666165,0.0685761,0.00002780631,0.000007488622,0.000028637127,0.0003934979,0.0003051572,0.001338963],"genre_scores_gemma":[0.9929623,0.000014654797,0.006788095,0.000003341781,0.0000020458936,0.000014588479,0.00015801738,0.000012319106,0.000044788332],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998722,0.000035483627,0.0000098542,0.000030042394,0.000028323222,0.000024039142],"domain_scores_gemma":[0.99948955,0.00021810003,0.00010256349,0.000094974304,0.00006023322,0.000034460714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032783425,0.000357235,0.00024143368,0.0007987037,0.0002513394,0.00058742735,0.00033552217,0.00027420095,0.0006857884],"category_scores_gemma":[0.001426571,0.00015739484,0.00020149577,0.0005961966,0.00047635124,0.00075943174,0.00037216392,0.0002680511,0.000068909656],"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":[0.000049800357,0.00006439006,0.025392324,0.000025006091,0.0000204113,0.000056102534,0.00006539794,0.9562998,0.007861645,0.0031026124,0.00019241039,0.006870189],"study_design_scores_gemma":[0.000006548213,0.0000341699,0.009571176,0.000003740454,0.000004802591,0.000019600486,0.0000614083,0.98629713,0.0027549705,0.0010216968,0.00021083403,0.000013902523],"about_ca_topic_score_codex":0.0031932069,"about_ca_topic_score_gemma":0.002599763,"teacher_disagreement_score":0.0031932069,"about_ca_system_score_codex":0.00034654984,"about_ca_system_score_gemma":0.00032390273,"threshold_uncertainty_score":0.006349206},"labels":[],"label_agreement":null},{"id":"W4385128476","doi":"10.1016/j.engstruct.2023.116625","title":"Fragility and vulnerability development of offshore wind turbines under aero-hydro loadings","year":2023,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Fragility; Turbine; Substructure; Offshore wind power; Vulnerability (computing); Engineering; Vulnerability assessment; Marine engineering; Reliability engineering; Structural engineering; Computer science; Mechanical engineering","score_opus":0.008903746888757103,"score_gpt":0.21571628331741216,"score_spread":0.20681253642865505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385128476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985317,0.000012457533,0.0004423992,0.000016259435,7.9478855e-7,0.0000018694062,0.000046904963,0.000003646476,0.0009437741],"genre_scores_gemma":[0.9997907,0.000008583433,0.00003988583,8.569875e-7,3.842149e-7,0.0000014116083,0.000018388357,9.3091853e-7,0.00013886066],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991405,0.0000173725,0.000003998027,0.0000112162725,0.000018856035,0.000034511835],"domain_scores_gemma":[0.99941254,0.00030867525,0.00011302534,0.000028623594,0.00008091141,0.00005627729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478555,0.00020750129,0.0001778979,0.0009724286,0.0003748058,0.00030388666,0.00023774769,0.0004834482,0.0016080522],"category_scores_gemma":[0.0010708123,0.00020100761,0.0003048079,0.0004765361,0.00037200394,0.0005230271,0.00037480547,0.00032742383,0.00014871819],"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":[0.00055881345,0.00019753276,0.28393564,0.000067652065,0.00013173209,0.002739649,0.00066166796,0.6548853,0.028819017,0.0076991846,0.00069185265,0.019611975],"study_design_scores_gemma":[0.0000126791265,0.00045607393,0.47674662,0.000029798153,0.00006869053,0.0007909098,0.0011876365,0.5093095,0.006413027,0.004523084,0.00041216388,0.000049890667],"about_ca_topic_score_codex":0.0027622182,"about_ca_topic_score_gemma":0.0035869514,"teacher_disagreement_score":0.0027622182,"about_ca_system_score_codex":0.0003472839,"about_ca_system_score_gemma":0.00018136032,"threshold_uncertainty_score":0.00549227},"labels":[],"label_agreement":null},{"id":"W4385247398","doi":"10.1016/j.jweia.2023.105512","title":"Extended spectral proper orthogonal decomposition for analysis of correlated surrounding flow structures and wind load components of a building","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Research Grants Council, University Grants Committee","keywords":"Wake; Conical surface; Vortex; Turbulence; Flow (mathematics); Wind engineering; Mode (computer interface); Wind tunnel; Mechanics; Meteorology; Physics; Geometry; Mathematics; Computer science","score_opus":0.02047643856196353,"score_gpt":0.24318338800838077,"score_spread":0.22270694944641722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385247398","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":[0.035166327,0.00014599788,0.96371996,0.00003366843,0.000024265222,0.000027723463,0.000081373895,0.00015596418,0.00064466486],"genre_scores_gemma":[0.50596124,0.0005545609,0.49116948,0.000045743443,0.00004748312,0.0001251879,0.0006275641,0.00010544562,0.0013632495],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979144,0.000058596495,0.000014562859,0.000040717514,0.000072104485,0.000022642123],"domain_scores_gemma":[0.9996358,0.00014591878,0.00005323545,0.00004265457,0.00010158522,0.00002076672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054228934,0.0006072593,0.00032677082,0.0010459338,0.00021765147,0.00048628115,0.0002867559,0.0003015881,0.0011962575],"category_scores_gemma":[0.0012703248,0.00019806274,0.0005904582,0.0009330159,0.000326038,0.000755739,0.0005551729,0.0005668117,0.00020527058],"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":[0.0003179147,0.00022537465,0.0098114405,0.00041539685,0.00016823181,0.00038776227,0.00033360795,0.35196814,0.080569424,0.028525194,0.0022359912,0.5250416],"study_design_scores_gemma":[0.000006100751,0.000038060884,0.0021625,0.0000090136255,0.000010769384,0.000039663584,0.000044496537,0.99151284,0.0023698593,0.0027463818,0.0010471467,0.000013238184],"about_ca_topic_score_codex":0.001259555,"about_ca_topic_score_gemma":0.0014229679,"teacher_disagreement_score":0.001259555,"about_ca_system_score_codex":0.00015748161,"about_ca_system_score_gemma":0.00049695687,"threshold_uncertainty_score":0.0040019155},"labels":[],"label_agreement":null},{"id":"W4385296647","doi":"10.18280/ijcmem.110203","title":"A Review on Prediction Uncertainty in Exterior Heat Transfer Coefficient-Based Building Thermal Load: A Case of Microclimate","year":2023,"lang":"en","type":"review","venue":"International Journal of Computational Methods and Experimental Measurements","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":"Concordia University","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Microclimate; Heat transfer coefficient; Heat transfer; Thermal; Heat load; Environmental science; Architectural engineering; Engineering; Mechanics; Meteorology; Thermodynamics; Physics; Geography","score_opus":0.10487569572092524,"score_gpt":0.4317514572082011,"score_spread":0.3268757614872758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385296647","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":[0.0024180312,0.9762815,0.017160993,0.00060462824,0.00053820777,0.000022306536,0.00028260145,0.000073430085,0.0026183203],"genre_scores_gemma":[0.03287909,0.9576251,0.007263048,0.00027614774,0.0008865054,0.000052880023,0.00042571823,0.00004610501,0.0005454933],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982317,0.0004945723,0.00024058767,0.00048242882,0.00049584126,0.00005481743],"domain_scores_gemma":[0.9908345,0.0067779296,0.0006142068,0.00027312478,0.0014243508,0.00007586579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00353718,0.0015215019,0.0019370458,0.00300527,0.00031532266,0.002239603,0.0017644732,0.0012833502,0.0018416798],"category_scores_gemma":[0.008475925,0.0007395934,0.0017692888,0.004198032,0.00062600203,0.0022212742,0.0007660741,0.0010470728,0.0006223423],"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":[0.00014690048,0.00009709547,0.0064472915,0.040753454,0.00088431936,0.00029472957,0.0002989056,0.037594564,0.0016929449,0.016421832,0.019413792,0.87595415],"study_design_scores_gemma":[0.000038389684,0.0006701691,0.023705058,0.042415585,0.0031775795,0.0017937161,0.00077665126,0.0786849,0.0062907436,0.026798734,0.8151464,0.000502056],"about_ca_topic_score_codex":0.0046072253,"about_ca_topic_score_gemma":0.0020626602,"teacher_disagreement_score":0.0046072253,"about_ca_system_score_codex":0.00082542584,"about_ca_system_score_gemma":0.0017234005,"threshold_uncertainty_score":0.01870662},"labels":[],"label_agreement":null},{"id":"W4385298997","doi":"10.1016/j.jobe.2023.107433","title":"A mixed numerical-experimental study of the outdoor wind effects on the indoor air distribution under the multi-nozzle air curtains","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Nozzle; Wind tunnel; Airflow; Doors; Clear-air turbulence; Turbulence; Environmental science; Wind speed; Meteorology; Turbulence kinetic energy; Context (archaeology); Thermal; Computational fluid dynamics; Marine engineering; Engineering; Structural engineering; Mechanical engineering; Aerospace engineering; Geology; Physics","score_opus":0.015439659770191395,"score_gpt":0.23976018173677469,"score_spread":0.22432052196658328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385298997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99671364,0.000059281672,0.0021727092,0.000010464068,0.00001759381,0.000016928065,0.00006888839,0.000024721518,0.0009157773],"genre_scores_gemma":[0.9987206,0.000028621267,0.00090239005,0.0000029500402,0.0000045279294,0.0000086861355,0.000032348282,0.000004460133,0.00029541735],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999648,0.00007154558,0.000022328524,0.000071894814,0.000120456294,0.00006578026],"domain_scores_gemma":[0.9989429,0.00060613157,0.00010454223,0.000100451216,0.00019651046,0.000049496073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005417046,0.0003348444,0.0004965975,0.0002789962,0.00043604895,0.0004136271,0.0003670141,0.0005188326,0.0019583819],"category_scores_gemma":[0.0008999037,0.00022450025,0.00046891993,0.0003096065,0.00048800666,0.00051313563,0.00032430535,0.0003641305,0.00015519059],"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":[0.001521762,0.0018150355,0.01669515,0.0003558033,0.00003808062,0.0003142011,0.00053466373,0.036003478,0.9234432,0.0006409712,0.00029982137,0.018337803],"study_design_scores_gemma":[0.00022964187,0.007308789,0.10225182,0.000042168616,0.0001359288,0.00031129862,0.0011974685,0.2503301,0.635757,0.00028026817,0.0020098472,0.00014559228],"about_ca_topic_score_codex":0.0009982184,"about_ca_topic_score_gemma":0.0012929327,"teacher_disagreement_score":0.0019583819,"about_ca_system_score_codex":0.0002382896,"about_ca_system_score_gemma":0.0002079739,"threshold_uncertainty_score":0.006551385},"labels":[],"label_agreement":null},{"id":"W4385602359","doi":"10.1007/978-3-031-34159-5_60","title":"Wind-Induced Pounding of Tall Structures in Proximity","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Structural engineering; Finite element method; Engineering; Wind engineering; Vibration; Shock (circulatory); Physics","score_opus":0.014630570135767207,"score_gpt":0.21029073761772984,"score_spread":0.19566016748196263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385602359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768057,0.0005144182,0.0055796206,0.000045774483,0.00004326602,0.000014140207,0.000036513575,0.000029292874,0.016931195],"genre_scores_gemma":[0.99387074,0.00017974098,0.0002924041,0.000005665472,0.000007239038,0.0000027195183,0.000019810643,0.000007992812,0.0056137256],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994016,0.00000836092,0.0000024704111,0.00001120754,0.00001810273,0.000019675044],"domain_scores_gemma":[0.9998956,0.000039004626,0.000015933354,0.000015785045,0.000012824855,0.000020830379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007442616,0.00019005871,0.0002921871,0.00032721908,0.00038227096,0.0004757899,0.0002720153,0.00032770954,0.003858003],"category_scores_gemma":[0.00042339085,0.00019146032,0.0002487525,0.000338481,0.00039461604,0.0004357369,0.00057063135,0.00036129545,0.00036859722],"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":[0.0019831154,0.00066333305,0.02223315,0.00044313644,0.00009086428,0.007340233,0.0022205603,0.14821406,0.6005105,0.038333546,0.002733329,0.17523424],"study_design_scores_gemma":[0.00024541307,0.003935519,0.29942352,0.00016758015,0.00016409141,0.009961187,0.0074164798,0.36083186,0.23627296,0.060567595,0.020854559,0.00015928724],"about_ca_topic_score_codex":0.00041218763,"about_ca_topic_score_gemma":0.0005329306,"teacher_disagreement_score":0.003858003,"about_ca_system_score_codex":0.00015932156,"about_ca_system_score_gemma":0.00007924407,"threshold_uncertainty_score":0.012906313},"labels":[],"label_agreement":null},{"id":"W4385641099","doi":"10.2749/istanbul.2023.0285","title":"New challenges in the IABSE TG3.1 benchmark on super long span bridge aerodynamics","year":2023,"lang":"en","type":"article","venue":"Report","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Aerodynamics; Benchmark (surveying); Bridge (graph theory); Thunderstorm; Computer science; Wind tunnel; Span (engineering); Wind speed; Computation; Aeroelasticity; Meteorology; Structural engineering; Simulation; Aerospace engineering; Engineering; Geology; Geography; Algorithm","score_opus":0.04506573247890022,"score_gpt":0.26532041243263454,"score_spread":0.22025467995373432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385641099","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58305776,0.0058414354,0.2816492,0.0075205634,0.0023137974,0.001115303,0.020014567,0.012018434,0.08646886],"genre_scores_gemma":[0.7867326,0.0012329303,0.16692096,0.0007847478,0.00032707947,0.00084525667,0.03442857,0.0031371973,0.005590571],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99328244,0.002303124,0.00047947234,0.00063604355,0.002800108,0.0004988108],"domain_scores_gemma":[0.9895588,0.003661657,0.00043048116,0.0022346107,0.0035022108,0.00061220274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01288204,0.0012639915,0.0017140083,0.0013821799,0.0007471809,0.0030497378,0.0034676737,0.0021743237,0.004208532],"category_scores_gemma":[0.016936677,0.00032171613,0.0012851824,0.0014815348,0.00065565476,0.0017003597,0.0029959409,0.0016067522,0.0016523745],"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":[0.001270473,0.001730267,0.015657814,0.0015582349,0.00020270301,0.0004305558,0.0005809453,0.7439158,0.032716867,0.025452279,0.03707305,0.13941108],"study_design_scores_gemma":[0.00040332743,0.0025386796,0.023161694,0.0011303056,0.0000821895,0.00029217565,0.0010040854,0.8404203,0.030900743,0.016766846,0.08310384,0.00019584569],"about_ca_topic_score_codex":0.0056859665,"about_ca_topic_score_gemma":0.0031373699,"teacher_disagreement_score":0.01288204,"about_ca_system_score_codex":0.000882368,"about_ca_system_score_gemma":0.0017950619,"threshold_uncertainty_score":0.06812757},"labels":[],"label_agreement":null},{"id":"W4385914709","doi":"10.1016/j.jweia.2023.105541","title":"Accelerated convergence for city-scale flow fields using immersed boundaries and coupled multigrid","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Defence Research and Development Canada","funders":"","keywords":"Multigrid method; Polygon mesh; Immersed boundary method; Grid; Computer science; Computational fluid dynamics; Convergence (economics); Computational science; Adaptive mesh refinement; Solver; Mathematical optimization; Boundary (topology); Simulation; Engineering; Aerospace engineering; Mathematics; Geometry; Partial differential equation","score_opus":0.03523071800868354,"score_gpt":0.23861389322237705,"score_spread":0.2033831752136935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385914709","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":[0.16801246,0.00032581238,0.8219975,0.00046827664,0.00022551087,0.0001074982,0.00012521955,0.00059745065,0.008140293],"genre_scores_gemma":[0.84997463,0.00013591364,0.14567508,0.00008439231,0.000055330784,0.000116514144,0.00018777451,0.0003047339,0.003465659],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966145,0.00014224293,0.000015988464,0.000037992246,0.00009406204,0.000048349495],"domain_scores_gemma":[0.9972874,0.0017411079,0.00015538953,0.0001951415,0.0004456949,0.00017531468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013977649,0.00084285956,0.0010302647,0.0009478732,0.0006924856,0.0010406714,0.0013542629,0.0014564756,0.0022637686],"category_scores_gemma":[0.0065592974,0.0006464713,0.0010358766,0.0005359243,0.001672552,0.0014724558,0.0026523012,0.0017441623,0.00029174756],"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":[0.000101850754,0.0000572816,0.00091900746,0.000043336793,0.000030605446,0.000051196148,0.00008181222,0.9788422,0.0018226934,0.0109173665,0.0003724917,0.006760077],"study_design_scores_gemma":[0.0000045693137,0.0000028382146,0.000026134358,9.936124e-7,5.771002e-7,0.0000011908586,0.0000022425033,0.99923146,0.000080422455,0.00060359074,0.000044652857,0.0000013995858],"about_ca_topic_score_codex":0.016948875,"about_ca_topic_score_gemma":0.0091026155,"teacher_disagreement_score":0.016948875,"about_ca_system_score_codex":0.0010656214,"about_ca_system_score_gemma":0.0011216406,"threshold_uncertainty_score":0.033700466},"labels":[],"label_agreement":null},{"id":"W4386097012","doi":"10.1007/s12273-023-1042-0","title":"Physio-chemical modeling of the NOx-O3 photochemical cycle and the air pollutants’ reactive dispersion around an isolated building","year":2023,"lang":"en","type":"article","venue":"Building Simulation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"NOx; Pollutant; Ozone; Dispersion (optics); Wake; Chemistry; Environmental chemistry; Atmospheric sciences; Environmental engineering; Environmental science; Mechanics; Physics; Optics","score_opus":0.012522437973138878,"score_gpt":0.25782737590737587,"score_spread":0.245304937934237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386097012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97822976,0.00010385034,0.0080756955,0.00022125895,0.00004385691,0.00004028929,0.00032793861,0.000100469726,0.012856875],"genre_scores_gemma":[0.9967056,0.00006451448,0.0011452874,0.000021577354,0.000011642741,0.000023724951,0.0001250362,0.000018872044,0.0018838664],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998683,0.000034532044,0.00000636975,0.0000270203,0.000021734977,0.000042163534],"domain_scores_gemma":[0.9996476,0.0001865864,0.000033795597,0.000023486205,0.000045094734,0.00006344118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023389037,0.0006654362,0.0009248115,0.00042767057,0.0011110071,0.0009613155,0.0011480849,0.001722828,0.0027847148],"category_scores_gemma":[0.0006240942,0.0005153305,0.0009936388,0.00058539875,0.0009207092,0.0006993525,0.00079596613,0.0010373767,0.00021785723],"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":[0.000040446714,0.00005466447,0.0012093224,0.000010649457,0.00001407322,0.000045960554,0.000019368532,0.99696547,0.00069935963,0.0004266402,0.00005159974,0.00046251813],"study_design_scores_gemma":[0.00002354228,0.00002697512,0.0008343427,0.0000017995618,0.00000869117,0.0000063982984,0.000031015497,0.9985305,0.00029081444,0.00015854383,0.00008205465,0.0000053096596],"about_ca_topic_score_codex":0.09256544,"about_ca_topic_score_gemma":0.035457887,"teacher_disagreement_score":0.09256544,"about_ca_system_score_codex":0.0011893774,"about_ca_system_score_gemma":0.001336383,"threshold_uncertainty_score":0.1840533},"labels":[],"label_agreement":null},{"id":"W4386126773","doi":"10.1139/cjce-2022-0351","title":"Wind pressure on a 45° gabled roof: verifying code provisions with field measurements and wind tunnel data","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","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":true,"route_about_ca":true,"ca_institutions":"Concordia University; Western University; National Research Council Canada","funders":"","keywords":"Roof; Wind tunnel; Structural engineering; Wind engineering; Pressure measurement; Merge (version control); Engineering; Building code; Full scale; Geotechnical engineering; Marine engineering; Computer science; Mechanical engineering","score_opus":0.032118223831877436,"score_gpt":0.2164319409382253,"score_spread":0.18431371710634786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386126773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828076,0.000019731086,0.0010611834,0.0000045942675,0.0000034087363,0.000020032574,0.00014434916,0.000043973403,0.00042198767],"genre_scores_gemma":[0.99756014,0.00001860577,0.0021066037,0.0000031325692,0.0000015186924,0.000014557766,0.00016899493,0.000008596351,0.000117752774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938,0.00006140786,0.000037787104,0.00011029807,0.00033171204,0.00007888558],"domain_scores_gemma":[0.9986835,0.0002494284,0.00019181678,0.00020005854,0.00060236466,0.00007279856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083730335,0.00037524712,0.00030084714,0.00063589634,0.0007768265,0.00056013605,0.0005782587,0.00033233073,0.0005323977],"category_scores_gemma":[0.0016644069,0.00023304517,0.00018233861,0.00052052544,0.00048630175,0.00039303247,0.00029029034,0.00045428774,0.00017745607],"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":[0.0010751481,0.0007356563,0.541715,0.00025085424,0.000058825426,0.0011714972,0.0034475685,0.021635791,0.35748142,0.00056464836,0.00079187675,0.07107175],"study_design_scores_gemma":[0.000051820298,0.000734985,0.8966197,0.000044215114,0.00003184513,0.00022073029,0.0012181286,0.025693359,0.07357633,0.000091564754,0.0016705199,0.00004681721],"about_ca_topic_score_codex":0.036658593,"about_ca_topic_score_gemma":0.089454755,"teacher_disagreement_score":0.036658593,"about_ca_system_score_codex":0.00054126454,"about_ca_system_score_gemma":0.000726029,"threshold_uncertainty_score":0.0728904},"labels":[],"label_agreement":null},{"id":"W4386135648","doi":"10.54337/aau541649835","title":"How to predict wind driven rain in a changing climate?","year":2023,"lang":"en","type":"report","venue":"","topic":"Wind and Air Flow Studies","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":"Université de Sherbrooke","funders":"","keywords":"Durability; Frost (temperature); Environmental science; Moisture; Climate change; Meteorology; Work (physics); Computational fluid dynamics; Wind speed; Engineering; Computer science; Geology; Geography; Aerospace engineering","score_opus":0.03725354133126395,"score_gpt":0.27371188410839703,"score_spread":0.23645834277713307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386135648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5737903,0.0070981495,0.37835002,0.0043638023,0.0010993839,0.00033497033,0.006529388,0.002518553,0.02591539],"genre_scores_gemma":[0.9443622,0.0038421578,0.044993214,0.00018632435,0.00026991134,0.000084751904,0.0017099853,0.00020960982,0.0043417607],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993384,0.000015405203,0.000004740208,0.000016690183,0.000018506227,0.000010793003],"domain_scores_gemma":[0.99982893,0.000054913675,0.00002565868,0.000013577099,0.000044769207,0.000032096268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029863103,0.00049864326,0.00039777142,0.00033743161,0.00017836313,0.00086908543,0.00038689,0.00095553754,0.0015961712],"category_scores_gemma":[0.0009850834,0.00022520346,0.0003193716,0.00036425533,0.00019908609,0.0010559718,0.00022941505,0.00056605233,0.0007297769],"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":[0.00005283992,0.00006752878,0.041086428,0.00014359038,0.000052667612,0.00016477736,0.000040502342,0.8771849,0.0066223834,0.0029893378,0.0045094043,0.067085676],"study_design_scores_gemma":[0.000009965067,0.000026780346,0.0089167515,0.000027551981,0.0000113163605,0.000030705753,0.000054393804,0.98436534,0.0013677906,0.0027615011,0.0024139888,0.00001390144],"about_ca_topic_score_codex":0.011253831,"about_ca_topic_score_gemma":0.007388061,"teacher_disagreement_score":0.011253831,"about_ca_system_score_codex":0.00014986226,"about_ca_system_score_gemma":0.00027581374,"threshold_uncertainty_score":0.022376657},"labels":[],"label_agreement":null},{"id":"W4386197783","doi":"10.1016/j.engstruct.2023.116779","title":"Design load provisions for simulating the critical effect of downbursts on wind turbines","year":2023,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Turbine; Wind power; Meteorology; Environmental science; Wind speed; Wind engineering; Tower; Marine engineering; Structural engineering; Engineering; Aerospace engineering; Physics","score_opus":0.010329737439131452,"score_gpt":0.25844417190946095,"score_spread":0.2481144344703295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386197783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8085699,0.00012138915,0.16829702,0.00027367548,0.00011010714,0.00026365212,0.0004440866,0.0011384673,0.020781782],"genre_scores_gemma":[0.9888887,0.000028015993,0.009221719,0.000020104153,0.000004276802,0.00007001424,0.00007231262,0.000073764175,0.0016211623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998821,0.00003914048,0.0000053292993,0.000012647016,0.00003660984,0.000024082403],"domain_scores_gemma":[0.9992587,0.0004169985,0.0001016241,0.000042310297,0.00012619782,0.0000542247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043145975,0.0005746057,0.00043827324,0.00054997305,0.0004957864,0.00055901066,0.0010522647,0.0011581013,0.003613252],"category_scores_gemma":[0.0016357454,0.0004510031,0.00034075844,0.00024588563,0.00042341708,0.00042256326,0.00039343172,0.0005293299,0.0002722732],"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":[0.00007230703,0.00005920446,0.000741648,0.000030031015,0.0000043795053,0.00004966306,0.00003042845,0.9926824,0.00293336,0.00065186707,0.00024336924,0.0025013653],"study_design_scores_gemma":[0.00002009093,0.000043999633,0.000247994,0.0000036267065,0.0000050294343,0.000004192562,0.000015146583,0.99816483,0.0011744564,0.00011852255,0.00019875178,0.000003429112],"about_ca_topic_score_codex":0.0060235816,"about_ca_topic_score_gemma":0.0073572784,"teacher_disagreement_score":0.0060235816,"about_ca_system_score_codex":0.00067451183,"about_ca_system_score_gemma":0.00055213756,"threshold_uncertainty_score":0.012087584},"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":"W4386412514","doi":"10.1007/978-981-19-9822-5_281","title":"Assessing the Thermal Resilience of Buildings Using Multiple Outage Events","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Resilience (materials science); Storm; Upgrade; Environmental science; Psychological resilience; Computer science; Climate change; Event (particle physics); Meteorology; Reliability engineering; Climatology; Engineering; Geography; Geology","score_opus":0.014442224582501736,"score_gpt":0.21682116364362464,"score_spread":0.2023789390611229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386412514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8366745,0.0018871613,0.13879521,0.00027014464,0.00012506303,0.000054160788,0.0019517903,0.00039776496,0.019844284],"genre_scores_gemma":[0.9825769,0.00064422697,0.014112302,0.00001114246,0.00004058544,0.00001910138,0.00060871575,0.000053665954,0.0019334195],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997968,0.00006440101,0.000010702234,0.000044020362,0.00006289692,0.000021134138],"domain_scores_gemma":[0.99898285,0.0007938373,0.00008731507,0.00005822359,0.00004887978,0.000028993807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004978504,0.00074911903,0.00038287384,0.001199822,0.00016560666,0.0009438872,0.0006059411,0.0004616331,0.001742209],"category_scores_gemma":[0.0021858404,0.00031542277,0.00061128294,0.0012703097,0.00022480334,0.0018933673,0.00055612257,0.0004883887,0.00024113715],"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":[0.0001049436,0.000056768746,0.039366953,0.00012414213,0.0002140549,0.00012586974,0.00010693476,0.8490322,0.003642117,0.0025607639,0.0011285287,0.10353669],"study_design_scores_gemma":[0.000005794809,0.00017160556,0.06671666,0.00005176011,0.00009088151,0.00013155147,0.00031658896,0.9172177,0.003145703,0.010641645,0.0014624931,0.00004766087],"about_ca_topic_score_codex":0.004089091,"about_ca_topic_score_gemma":0.009418673,"teacher_disagreement_score":0.004089091,"about_ca_system_score_codex":0.00042688753,"about_ca_system_score_gemma":0.00015126649,"threshold_uncertainty_score":0.00813055},"labels":[],"label_agreement":null},{"id":"W4386432050","doi":"10.1007/978-981-19-9822-5_323","title":"A Review of Recent Progress on Urban Microclimate Research","year":2023,"lang":"en","type":"review","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microclimate; Urbanization; Urban heat island; Architectural engineering; Thermal comfort; Population; Geography; Environmental science; Urban climate; Environmental planning; Meteorology; Civil engineering; Urban planning; Environmental resource management; Engineering; Ecology; Sociology","score_opus":0.06916967029737749,"score_gpt":0.33625143105978056,"score_spread":0.2670817607624031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432050","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":[0.000071319424,0.9992574,0.00007697001,0.000115585244,0.00013890085,0.0000031986656,0.000031488693,0.0000039405577,0.0003012656],"genre_scores_gemma":[0.00029875548,0.9991665,0.0001663927,0.0000885132,0.000116782736,0.000003554385,0.000028230175,9.037852e-7,0.00013039964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969923,0.000052316005,0.000059747097,0.0000698463,0.00009180414,0.000027165814],"domain_scores_gemma":[0.9991536,0.00047523194,0.000113669405,0.00001746002,0.00019345447,0.00004658035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008466347,0.0012943742,0.0022341933,0.004849456,0.00027407604,0.0014352088,0.000884292,0.0010417015,0.0043260907],"category_scores_gemma":[0.0014333458,0.0003963148,0.0008196747,0.0078079468,0.00040312012,0.001569827,0.00094952417,0.0011756697,0.0012842427],"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":[0.00009329296,0.000084520136,0.00037158694,0.064291224,0.0001646104,0.000115773706,0.000082402075,0.00038344454,0.0012978703,0.0019639803,0.029201942,0.90194947],"study_design_scores_gemma":[0.00002661505,0.00015000599,0.0029538411,0.021317074,0.000578168,0.00072412024,0.00018304985,0.00016694321,0.00045382165,0.0017723242,0.971622,0.000052119576],"about_ca_topic_score_codex":0.0026864097,"about_ca_topic_score_gemma":0.005947711,"teacher_disagreement_score":0.004849456,"about_ca_system_score_codex":0.00068696676,"about_ca_system_score_gemma":0.0017624022,"threshold_uncertainty_score":0.014472246},"labels":[],"label_agreement":null},{"id":"W4386432252","doi":"10.1007/978-981-19-9822-5_139","title":"Solar Buildings and Structural Wind Resilience in Wind Codes and Standards","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Resilience (materials science); Architectural engineering; Building envelope; Engineering; Scope (computer science); Photovoltaic system; Serviceability (structure); Wind power; Photovoltaics; Civil engineering; Computer science; Geography; Electrical engineering; Meteorology","score_opus":0.004555052529830175,"score_gpt":0.18591463362512037,"score_spread":0.18135958109529018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432252","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0205854,0.014451409,0.034225315,0.0030676168,0.0007302778,0.000020545076,0.000077876684,0.000079027064,0.9267626],"genre_scores_gemma":[0.5438838,0.012813969,0.011116791,0.00040148836,0.0006295419,0.00004793933,0.00013217653,0.000125126,0.4308491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987936,0.00003342685,0.0000046363357,0.000014593379,0.00005369457,0.0000143371],"domain_scores_gemma":[0.9996929,0.00017564841,0.000020866553,0.000038837727,0.000057910103,0.000013867656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020875428,0.00025565154,0.00016087544,0.0006269353,0.0005622221,0.0017202514,0.00034293236,0.00059293,0.008872647],"category_scores_gemma":[0.0010416256,0.0001614043,0.00013486629,0.0011944239,0.0017007322,0.0020328618,0.0004464988,0.0009921154,0.00090425246],"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":[0.0000021970666,0.0000064567253,0.00008312168,0.000014638306,8.6805926e-7,0.000011768695,0.00021572012,0.0029841135,0.00009121455,0.9629862,0.0064734253,0.027130237],"study_design_scores_gemma":[0.0000011735774,0.000010837003,0.0006006794,0.000089742716,0.0000021607016,0.00004306038,0.00044125796,0.0040443367,0.00021517831,0.84153116,0.15301469,0.000005764696],"about_ca_topic_score_codex":0.00348218,"about_ca_topic_score_gemma":0.007078285,"teacher_disagreement_score":0.008872647,"about_ca_system_score_codex":0.0010224174,"about_ca_system_score_gemma":0.00039559763,"threshold_uncertainty_score":0.02968198},"labels":[],"label_agreement":null},{"id":"W4386432393","doi":"10.1007/978-981-19-9822-5_324","title":"Data-Driven Reduced-Order Model for Urban Airflow Prediction","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Computer science; Kernel (algebra); Airflow; Flow (mathematics); Field (mathematics); Turbulence; Simulation; Algorithm; Artificial intelligence; Mechanics; Meteorology; Mathematics; Engineering; Aerospace engineering; Geography; Mechanical engineering","score_opus":0.02122431416068049,"score_gpt":0.20106388455737922,"score_spread":0.17983957039669873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432393","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":[0.011046007,0.0007008585,0.9795675,0.00021158735,0.00018177368,0.00003517072,0.0011856174,0.002195842,0.004875637],"genre_scores_gemma":[0.7017861,0.0012630841,0.2556836,0.00028760877,0.00019810106,0.0005841731,0.005087492,0.0010321416,0.034077667],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999088,0.000019148709,0.000005896022,0.00001751095,0.000038557813,0.000010231303],"domain_scores_gemma":[0.9998161,0.00008196504,0.000010777621,0.000026597441,0.00005659783,0.000007964688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020182611,0.0005465361,0.0009115526,0.00018881906,0.00028591728,0.00065845234,0.0012354966,0.00086523173,0.0037256165],"category_scores_gemma":[0.00058239384,0.00048692542,0.00070017646,0.00048791736,0.00025991295,0.0007853912,0.0005333,0.001410478,0.0014146854],"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":[0.000014975691,0.0000116954025,0.00006112976,0.000028846669,0.000010699602,0.000010429621,0.0000072301573,0.98617005,0.00078189134,0.0016714814,0.0011247585,0.010106906],"study_design_scores_gemma":[0.000001457136,0.0000020701982,0.000018330684,0.0000010096974,9.672347e-7,0.000001112396,5.5195994e-7,0.9989017,0.000113543145,0.00058972725,0.0003681764,0.0000013200686],"about_ca_topic_score_codex":0.016969902,"about_ca_topic_score_gemma":0.015858358,"teacher_disagreement_score":0.016969902,"about_ca_system_score_codex":0.00051640545,"about_ca_system_score_gemma":0.0008063852,"threshold_uncertainty_score":0.03374225},"labels":[],"label_agreement":null},{"id":"W4386432457","doi":"10.1007/978-981-19-9822-5_226","title":"Numerical Investigation of Wind-Driven Cross-Ventilation on a Low-Rise Residential Building","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Natural ventilation; Computational fluid dynamics; Turbulence; Ventilation (architecture); Environmental science; Meteorology; Wind speed; Indoor air quality; Marine engineering; Wind direction; Airflow; CFD in buildings; Engineering; Aerospace engineering; Geography; Mechanical engineering","score_opus":0.008634000357229204,"score_gpt":0.20288929955997292,"score_spread":0.19425529920274373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97604036,0.00019422227,0.005072656,0.00018799749,0.000045285535,0.0000372357,0.0002990727,0.0001074724,0.018015705],"genre_scores_gemma":[0.9966222,0.000043800646,0.0008795708,0.000019733388,0.000006712948,0.000009885753,0.00008133012,0.0000138243995,0.002322871],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986124,0.000030869855,0.000006924709,0.000022221158,0.000028948318,0.000049759812],"domain_scores_gemma":[0.99960905,0.00022128869,0.000031654563,0.00002085247,0.000050474748,0.000066615175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019662423,0.0003960225,0.0008074378,0.00047977647,0.00091729895,0.0009786083,0.0010600606,0.0018754042,0.004812321],"category_scores_gemma":[0.0008606345,0.0003821529,0.00070964947,0.00054885866,0.001025037,0.0004706005,0.00069920154,0.00060642615,0.00026842116],"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":[0.000116014606,0.00012261476,0.003188121,0.0000391402,0.000020777017,0.00043893637,0.0000570975,0.99038285,0.0024291943,0.0009901868,0.0003030623,0.0019121055],"study_design_scores_gemma":[0.00001656132,0.0000526502,0.0020543628,0.0000048160587,0.0000072898697,0.00003532479,0.0000860853,0.997115,0.000335653,0.00016755446,0.00011701226,0.000007715294],"about_ca_topic_score_codex":0.031325284,"about_ca_topic_score_gemma":0.020802503,"teacher_disagreement_score":0.031325284,"about_ca_system_score_codex":0.0007321038,"about_ca_system_score_gemma":0.000797719,"threshold_uncertainty_score":0.0622859},"labels":[],"label_agreement":null},{"id":"W4386432611","doi":"10.1007/978-981-19-9822-5_32","title":"Experiments with a Street Canyon Wind Tunnel Model Using PIV: Preliminary Results and Future Directions","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories; University of Calgary","funders":"","keywords":"Canyon; Wind tunnel; Particle image velocimetry; Turbulence; Meteorology; Vortex; Geology; Mechanics; Boundary layer; Aerodynamics; Wind direction; Wind speed; Physics; Geomorphology","score_opus":0.012708841921322826,"score_gpt":0.1914565665181475,"score_spread":0.17874772459682467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833225,0.000100176076,0.010687004,0.00011125321,0.000105573585,0.0002019818,0.0014253074,0.00050379406,0.0035422822],"genre_scores_gemma":[0.98414695,0.00014948625,0.0123528335,0.000030317105,0.000012000857,0.000110272405,0.0013335908,0.000063168016,0.0018013893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996942,0.00007535773,0.000021949034,0.00004741019,0.000094734736,0.000066359535],"domain_scores_gemma":[0.99892277,0.0004200268,0.00004104875,0.00015250457,0.00035043416,0.000113123475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008238303,0.00088596443,0.0008072781,0.00026431042,0.0009561873,0.0006493485,0.0011802426,0.0010889798,0.0028103187],"category_scores_gemma":[0.0011242128,0.00042180505,0.0005875449,0.0006161671,0.00057996094,0.0009745878,0.0004645397,0.00079308904,0.00055381225],"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":[0.0038611072,0.010498466,0.027485512,0.00073265587,0.00019762335,0.00090013805,0.00055928517,0.65515375,0.243708,0.00085949834,0.0060835164,0.04996051],"study_design_scores_gemma":[0.00069567177,0.006404039,0.018927412,0.00004237963,0.00010760137,0.00010674416,0.0006752846,0.8562915,0.11424498,0.0005763671,0.0017857804,0.00014225925],"about_ca_topic_score_codex":0.019249003,"about_ca_topic_score_gemma":0.026779937,"teacher_disagreement_score":0.019249003,"about_ca_system_score_codex":0.00034895938,"about_ca_system_score_gemma":0.0007187627,"threshold_uncertainty_score":0.03827393},"labels":[],"label_agreement":null},{"id":"W4386432649","doi":"10.1007/978-981-19-9822-5_30","title":"Wind-Driven Rain (WDR) Distribution on Buildings: Influential Parameters","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Environmental science; Meteorology; Wind speed; Atmospheric sciences; Geology; Geography","score_opus":0.0070937619923064285,"score_gpt":0.17784706467092648,"score_spread":0.17075330267862004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5611767,0.014695868,0.17360774,0.00053335115,0.00025553192,0.00008146839,0.0009685186,0.00038078212,0.24830006],"genre_scores_gemma":[0.97709477,0.004542989,0.0015236945,0.000020176336,0.00008688701,0.000014465076,0.00015901156,0.000070349226,0.016487664],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99991083,0.000028533728,0.000002503485,0.000016225626,0.000028817178,0.000013089432],"domain_scores_gemma":[0.9997025,0.00020710738,0.000026746671,0.000015269472,0.00003692104,0.000011488931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016192117,0.00040352115,0.00039768746,0.00047008353,0.00022088902,0.0006801922,0.0004325523,0.00028782853,0.0028767062],"category_scores_gemma":[0.00063046726,0.00026230284,0.0002178936,0.0009643046,0.0003342139,0.000571539,0.00034405294,0.00022929718,0.0004492863],"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":[0.00017663468,0.00014281072,0.021170931,0.00047217248,0.00009432706,0.0007359779,0.00034935147,0.70513505,0.02160039,0.08989786,0.007502877,0.15272158],"study_design_scores_gemma":[0.00001789676,0.00018832689,0.13890453,0.00016523244,0.00018361393,0.0007972115,0.0008516302,0.7540369,0.011537825,0.07010716,0.02310596,0.0001037033],"about_ca_topic_score_codex":0.002894988,"about_ca_topic_score_gemma":0.004303074,"teacher_disagreement_score":0.002894988,"about_ca_system_score_codex":0.00038385743,"about_ca_system_score_gemma":0.00019449725,"threshold_uncertainty_score":0.0096235275},"labels":[],"label_agreement":null},{"id":"W4386432775","doi":"10.1007/978-981-19-9822-5_248","title":"The Impact of Window-Opening Behaviors on Indoor Air Quality and Human Exposure During a Wildfire","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Indoor air quality; Environmental science; Natural ventilation; Window (computing); Indoor air; Ventilation (architecture); Architectural engineering; Environmental engineering; Engineering; Meteorology; Computer science; Geography","score_opus":0.011961880282513902,"score_gpt":0.23347187135693787,"score_spread":0.22150999107442396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386432775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86568266,0.018515415,0.00396115,0.00062590756,0.00025429367,0.0000460709,0.0012399897,0.000055758974,0.109618716],"genre_scores_gemma":[0.92109555,0.014409985,0.0026987148,0.00017697304,0.00014559779,0.000035683886,0.00063229725,0.000042902124,0.060762364],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9999409,0.000011358936,0.0000021317628,0.00001072456,0.000027186401,0.000007774111],"domain_scores_gemma":[0.9998134,0.00013649883,0.00001586742,0.0000046729697,0.000017623095,0.000012031186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013212726,0.00017795322,0.00012808865,0.0001467213,0.00018253432,0.00056356174,0.0002640769,0.0002566054,0.0045679845],"category_scores_gemma":[0.00034792646,0.00011241522,0.00023087185,0.00022704728,0.00013368859,0.00028667037,0.00025175983,0.000285711,0.0004501926],"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":[0.0007124539,0.0008756358,0.2640252,0.0008408179,0.00032830107,0.0012642158,0.0036074105,0.007569231,0.04547264,0.0064956704,0.013132815,0.6556756],"study_design_scores_gemma":[0.0000043399104,0.00048596162,0.97192717,0.00016550766,0.000096629024,0.0004570757,0.0017999309,0.0019310375,0.00429753,0.002991019,0.015819563,0.000024216904],"about_ca_topic_score_codex":0.005194415,"about_ca_topic_score_gemma":0.017830675,"teacher_disagreement_score":0.005194415,"about_ca_system_score_codex":0.00020116792,"about_ca_system_score_gemma":0.0001973368,"threshold_uncertainty_score":0.015281439},"labels":[],"label_agreement":null},{"id":"W4386786241","doi":"10.1080/23789689.2023.2257511","title":"A novel method for quantifying risks to climate change events using conditional value at risk: a multi-unit residential building case study in London, Ontario","year":2023,"lang":"en","type":"article","venue":"Sustainable and Resilient Infrastructure","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"CVAR; Vulnerability (computing); Climate change; Metric (unit); Risk management; Computer science; Risk analysis (engineering); Environmental resource management; Civil engineering; Environmental science; Expected shortfall; Business; Engineering; Operations management; Finance; Computer security","score_opus":0.06562239871486011,"score_gpt":0.36318438554405474,"score_spread":0.29756198682919466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386786241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88336974,0.000090463545,0.10927254,0.00012222094,0.000005746027,0.00019483149,0.00087905757,0.00011921947,0.0059461407],"genre_scores_gemma":[0.97646254,0.00003450776,0.022672327,0.0000037421096,0.0000014963691,0.000034187076,0.00018550368,0.000012260898,0.00059337745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950707,0.00016578751,0.00002617085,0.00008414043,0.00015589604,0.000060915707],"domain_scores_gemma":[0.9989837,0.0005629562,0.00014480943,0.000101748956,0.00016941113,0.000037276815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000899965,0.0005350694,0.00032403308,0.0008947559,0.0005555368,0.0009277686,0.0008808232,0.00046485377,0.0010612579],"category_scores_gemma":[0.0024638341,0.00019168592,0.0004437915,0.001198363,0.00056397927,0.0005130458,0.00048763558,0.0003182231,0.000055297758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013160339,0.00010232405,0.08057117,0.00009225009,0.00009744165,0.00059175823,0.0005927158,0.8770557,0.0044021453,0.0055500963,0.00057180406,0.030240934],"study_design_scores_gemma":[0.000015878766,0.00009103346,0.03935886,0.000013553761,0.000041877483,0.00014757724,0.00071251456,0.95453954,0.0022564854,0.0016579777,0.0011325624,0.00003214777],"about_ca_topic_score_codex":0.3573542,"about_ca_topic_score_gemma":0.5167607,"teacher_disagreement_score":0.64264584,"about_ca_system_score_codex":0.0043761786,"about_ca_system_score_gemma":0.0022773023,"threshold_uncertainty_score":0.7105483},"labels":[],"label_agreement":null},{"id":"W4387106596","doi":"10.1007/s00348-023-03704-w","title":"Convergence of turbulence statistics: random error of central moments computed from correlated data","year":2023,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Method of moments (probability theory); Standard deviation; Convergence (economics); Mathematics; Sample (material); Statistics; Grid; Statistical physics; Applied mathematics; Physics; Geometry; Estimator; Meteorology","score_opus":0.037691191810207046,"score_gpt":0.29477830996140486,"score_spread":0.25708711815119784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387106596","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":[0.3265621,0.0004410445,0.67018247,0.0002897382,0.00015455695,0.00006093171,0.00025116504,0.0006685651,0.0013895198],"genre_scores_gemma":[0.92922825,0.00022574785,0.06879632,0.00006583089,0.00007246255,0.00006600408,0.00048477118,0.0003961354,0.0006645183],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997294,0.0011524505,0.00018500345,0.00039597452,0.00079733564,0.00017524615],"domain_scores_gemma":[0.94483215,0.04010656,0.002894807,0.005240731,0.0063333525,0.0005924876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008985735,0.00092560315,0.0007806516,0.0015983727,0.0005732701,0.0017348661,0.001217807,0.0012722537,0.00088045566],"category_scores_gemma":[0.066512235,0.0006841459,0.00075374346,0.0010331337,0.002087396,0.0028518955,0.001293416,0.001855051,0.00025017792],"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":[0.0013455799,0.00023090075,0.014834066,0.00030609808,0.0002471295,0.00023957729,0.00041270192,0.8788613,0.022940286,0.04445116,0.0018583413,0.03427286],"study_design_scores_gemma":[0.000013727032,0.000033841854,0.0025314866,0.000019798395,0.000010438375,0.00004712985,0.00001990354,0.98763984,0.006144351,0.003378504,0.00012755048,0.00003339904],"about_ca_topic_score_codex":0.0030279674,"about_ca_topic_score_gemma":0.0018785193,"teacher_disagreement_score":0.008985735,"about_ca_system_score_codex":0.00095594494,"about_ca_system_score_gemma":0.0017774615,"threshold_uncertainty_score":0.04752165},"labels":[],"label_agreement":null},{"id":"W4387139744","doi":"10.3390/su151914317","title":"Modified Accuracy of RANS Modeling of Urban Pollutant Flow within Generic Building Clusters Using a High-Quality Full-Scale Dispersion Dataset","year":2023,"lang":"en","type":"article","venue":"Sustainability","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Defense Threat Reduction Agency; Canada First Research Excellence Fund","keywords":"Computational fluid dynamics; Reynolds-averaged Navier–Stokes equations; Environmental science; Dispersion (optics); Atmospheric dispersion modeling; Flow (mathematics); Scale (ratio); Turbulence; Pollutant; Logarithm; Reliability (semiconductor); Calibration; Computer science; Simulation; Mathematics; Statistics; Mechanics; Chemistry; Physics; Air pollution","score_opus":0.02835039969919255,"score_gpt":0.2936352455916752,"score_spread":0.26528484589248263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387139744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8382705,0.00040335674,0.14889598,0.00033887182,0.00015064524,0.00010611271,0.0025676,0.0044287737,0.00483817],"genre_scores_gemma":[0.95875657,0.00010505505,0.03674953,0.00004820433,0.000017633109,0.000047245565,0.003278212,0.00017059501,0.0008269652],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999493,0.0001078323,0.000040549177,0.00015482986,0.00012571624,0.0000781427],"domain_scores_gemma":[0.9991339,0.00026234795,0.00009153513,0.00022220063,0.0002427125,0.00004730722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015634022,0.0010887791,0.00077332446,0.00094546407,0.00045663092,0.0012584111,0.0012971411,0.0012134457,0.001314955],"category_scores_gemma":[0.0034900745,0.0003812212,0.0009681027,0.0008075686,0.0004793763,0.0011819121,0.0008164035,0.0009369664,0.00064373924],"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":[0.00009314769,0.00013360551,0.009387038,0.000065593355,0.00005248905,0.00010845749,0.0000715583,0.9626175,0.0032305296,0.00056564267,0.00095826614,0.022716114],"study_design_scores_gemma":[0.000005742159,0.0000125778915,0.0017053955,0.000005678856,0.0000032820935,0.000007328794,0.000020515372,0.9970902,0.00081078615,0.00012568018,0.00020520648,0.000007494503],"about_ca_topic_score_codex":0.027597379,"about_ca_topic_score_gemma":0.021421267,"teacher_disagreement_score":0.027597379,"about_ca_system_score_codex":0.00059076614,"about_ca_system_score_gemma":0.0012381555,"threshold_uncertainty_score":0.054873466},"labels":[],"label_agreement":null},{"id":"W4387309996","doi":"10.1002/qj.4584","title":"Representing the effects of building height variability on urban canopy flow","year":2023,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Drag; Flow (mathematics); Turbulence; Environmental science; Canopy; Drag coefficient; Atmospheric sciences; Urban climatology; Roughness length; Meteorology; Aerodynamics; Wind speed; Urban climate; Geography; Geology; Wind profile power law; Urban planning; Mechanics; Geometry; Mathematics; Physics; Engineering","score_opus":0.0074890754068437475,"score_gpt":0.2202259900291614,"score_spread":0.21273691462231767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387309996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978472,0.000011712572,0.0014421432,0.00001771905,0.0000031111945,0.0000049702717,0.00007422402,0.000031566724,0.0005672976],"genre_scores_gemma":[0.99941397,0.00000713848,0.0004632196,0.000003448949,0.0000011563092,0.0000035642754,0.000042380925,0.0000053842773,0.000059715352],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999887,0.000032456617,0.0000061793608,0.000022135053,0.0000131478955,0.000039154416],"domain_scores_gemma":[0.9993705,0.00040834252,0.000057757316,0.0000558322,0.00005273287,0.00005481542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031312977,0.00031476846,0.0003541241,0.00030654043,0.00037549532,0.0007243234,0.0004536365,0.00053489266,0.0007954907],"category_scores_gemma":[0.0009818919,0.00021431563,0.00035372563,0.00040326235,0.00048610638,0.00050949876,0.00040260702,0.0003583075,0.00006992063],"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":[0.00007778481,0.000080060956,0.013482055,0.0000119187725,0.000024122986,0.00005149335,0.00003672652,0.9824948,0.0020123348,0.0003075986,0.00007567552,0.0013453715],"study_design_scores_gemma":[0.000021963473,0.00005706238,0.0064105433,0.000002698848,0.000010197368,0.000007931849,0.000052532945,0.9924704,0.0007299434,0.00014171672,0.00008519265,0.000009875496],"about_ca_topic_score_codex":0.01603804,"about_ca_topic_score_gemma":0.012706917,"teacher_disagreement_score":0.01603804,"about_ca_system_score_codex":0.00041855662,"about_ca_system_score_gemma":0.00038776803,"threshold_uncertainty_score":0.03188938},"labels":[],"label_agreement":null},{"id":"W4387708074","doi":"10.1139/cjce-2023-0203","title":"Nonlinear modelling of the association between winter weather severity and maintenance expenditures","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Snow; Outlier; Environmental science; Nonlinear system; Wind speed; Meteorology; Model output statistics; Automatic weather station; Computer science; Econometrics; Statistics; Weather forecasting; Mathematics; Geography","score_opus":0.009942103797836391,"score_gpt":0.17921975647950988,"score_spread":0.1692776526816735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387708074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972119,0.00008363549,0.025053717,0.00015945338,0.000015825937,0.000042415377,0.0007468742,0.000111309404,0.0016678666],"genre_scores_gemma":[0.99265045,0.000083168256,0.004012426,0.000012156702,0.0000059143727,0.00004323568,0.00089337927,0.000018017228,0.0022811673],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912375,0.000396611,0.00005009651,0.00021077064,0.00010440373,0.0001142385],"domain_scores_gemma":[0.9966131,0.0023872016,0.0003816178,0.00016699485,0.00037214538,0.00007896325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019533555,0.00066096097,0.00040773785,0.00081425294,0.00031427582,0.0009656179,0.00077555433,0.000496624,0.0020136167],"category_scores_gemma":[0.0054589976,0.00040882398,0.0008778617,0.0009070586,0.0003922657,0.0005784925,0.0006488693,0.00089469616,0.00041411535],"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":[0.00023723465,0.0002127172,0.53023946,0.000068244386,0.00028704078,0.0002150156,0.000588463,0.44600293,0.0021058533,0.0029743223,0.0008031773,0.016265493],"study_design_scores_gemma":[0.000008344538,0.000079252284,0.12676494,0.000012132643,0.00004753629,0.00004723866,0.00027604235,0.8704187,0.00030049967,0.0011922182,0.000828116,0.000025019377],"about_ca_topic_score_codex":0.08545413,"about_ca_topic_score_gemma":0.09895796,"teacher_disagreement_score":0.9145459,"about_ca_system_score_codex":0.0012847999,"about_ca_system_score_gemma":0.0017065948,"threshold_uncertainty_score":0.16991347},"labels":[],"label_agreement":null},{"id":"W4387747102","doi":"10.1016/j.buildenv.2023.110948","title":"The use of GANs and transfer learning in model-order reduction of turbulent wake of an isolated high-rise building","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wake; Autoencoder; Computer science; Transfer of learning; Computational fluid dynamics; Dimensionality reduction; Deep learning; Turbulence; Artificial intelligence; Vortex; Reduction (mathematics); Machine learning; Aerospace engineering; Meteorology; Mathematics; Engineering","score_opus":0.017833330305999998,"score_gpt":0.2139721304315941,"score_spread":0.1961388001255941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387747102","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":[0.17790346,0.00055634766,0.81651545,0.0005237732,0.00019925258,0.00003510409,0.000103108185,0.0012424485,0.0029210811],"genre_scores_gemma":[0.96317923,0.000093596806,0.034628183,0.00010313583,0.000057623136,0.000023849494,0.0001567906,0.000085020525,0.0016725439],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987423,0.000051616666,0.000005019478,0.00002957703,0.000016981745,0.000022580361],"domain_scores_gemma":[0.9993299,0.00046680987,0.000039308357,0.000041047704,0.000083485975,0.00003941643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006221647,0.00068772305,0.0006110723,0.00023738119,0.00027022863,0.00040615318,0.0006655672,0.0007428599,0.00091892],"category_scores_gemma":[0.0018018228,0.00036412932,0.0006691687,0.00017713183,0.00038028564,0.0006324138,0.0005379231,0.0013875926,0.00018673805],"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":[0.00007980434,0.000042074673,0.0004895046,0.000022963843,0.000027343336,0.00003822479,0.000026627042,0.9679433,0.0016826555,0.0013839378,0.00058946677,0.027674032],"study_design_scores_gemma":[7.822716e-7,0.0000037251145,0.000041179483,4.863066e-7,8.1033977e-7,0.0000013610869,9.708659e-7,0.9996625,0.00006951295,0.0001967717,0.000021093003,8.075186e-7],"about_ca_topic_score_codex":0.008553546,"about_ca_topic_score_gemma":0.00786022,"teacher_disagreement_score":0.008553546,"about_ca_system_score_codex":0.00035618167,"about_ca_system_score_gemma":0.00054931035,"threshold_uncertainty_score":0.01700747},"labels":[],"label_agreement":null},{"id":"W4387860217","doi":"10.52842/conf.acadia.2020.1.574","title":"Computational Fluid Dynamics in Building Design Practice","year":2020,"lang":"en","type":"article","venue":"ACADIA quarterly","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workflow; Architectural engineering; Computational fluid dynamics; Computer science; Architecture; Realm; Systems engineering; Building design; Airflow; Software; Engineering design process; Simulation; Engineering; Mechanical engineering; Aerospace engineering","score_opus":0.01497318357782941,"score_gpt":0.24250004960530896,"score_spread":0.22752686602747957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387860217","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":[0.011525257,0.03415875,0.749955,0.0284779,0.001449374,0.00020933928,0.00025167497,0.00052890985,0.17344382],"genre_scores_gemma":[0.34069207,0.037708823,0.5908413,0.0025499302,0.00073609286,0.0007930861,0.00039884954,0.0004480069,0.02583189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576277,0.0023481066,0.0002559295,0.00035730438,0.0011151007,0.00016087484],"domain_scores_gemma":[0.9946042,0.0034480086,0.0002546577,0.00071706687,0.0007476987,0.00022837798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047136666,0.0009482061,0.00078513456,0.0018646226,0.0015821159,0.005699345,0.0022711763,0.0034821716,0.009141812],"category_scores_gemma":[0.009773676,0.0007774556,0.00093898026,0.0019136646,0.006788003,0.0035244015,0.004567757,0.003663409,0.0022269366],"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":[0.000015334677,0.00004799238,0.0012491796,0.000641424,0.000038467864,0.00017765253,0.0019598524,0.07986019,0.00048124537,0.81814337,0.011394,0.08599128],"study_design_scores_gemma":[0.000027628572,0.000032621538,0.00044430708,0.00090510846,0.000014917024,0.00017598647,0.0016195814,0.06840994,0.00052485045,0.5833372,0.3444623,0.000045616885],"about_ca_topic_score_codex":0.005059434,"about_ca_topic_score_gemma":0.0036822313,"teacher_disagreement_score":0.009141812,"about_ca_system_score_codex":0.0029315392,"about_ca_system_score_gemma":0.003800212,"threshold_uncertainty_score":0.030582368},"labels":[],"label_agreement":null},{"id":"W4387871109","doi":"10.1109/dasa59624.2023.10286795","title":"Machine Learning Models for Storm Damage Prediction in Nova Scotia, Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Interpretability; Robustness (evolution); Storm; Computer science; Random forest; Machine learning; Artificial neural network; Artificial intelligence; Deep learning; Scalability; Nova scotia; Predictive power; Predictive modelling; Wind power; Meteorology; Engineering; Geography","score_opus":0.020870794695012403,"score_gpt":0.2143141779571354,"score_spread":0.193443383262123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387871109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94378644,0.0025141737,0.03167833,0.0022915544,0.00015243758,0.0001445527,0.006325534,0.000579956,0.012526966],"genre_scores_gemma":[0.98300433,0.0005848383,0.005374568,0.00007067064,0.000017160359,0.00003211715,0.0024242294,0.000027682729,0.0084645115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998443,0.00002434283,0.000010020362,0.000033258108,0.00003398698,0.000054072123],"domain_scores_gemma":[0.9992242,0.00023355235,0.00005872359,0.000021607426,0.00040806262,0.00005383391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048730845,0.0005312326,0.00039790684,0.00063656026,0.0008225764,0.0009398064,0.0009956008,0.0004747282,0.002126899],"category_scores_gemma":[0.0019386089,0.00026726027,0.0003783065,0.0008018864,0.00034028283,0.0003264787,0.00045857535,0.00066210964,0.00027654943],"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":[0.00011324763,0.000059182294,0.028816534,0.00004631731,0.000044600216,0.0001722253,0.000047853664,0.9477106,0.0003714476,0.0013831586,0.00471374,0.016521122],"study_design_scores_gemma":[0.0000058427095,0.0000061428414,0.005368518,0.000008853659,0.0000052385003,0.0000063212847,0.000038922306,0.9936631,0.00008328716,0.00025837935,0.00054979074,0.0000057501416],"about_ca_topic_score_codex":0.9820739,"about_ca_topic_score_gemma":0.97305447,"teacher_disagreement_score":0.017926097,"about_ca_system_score_codex":0.011076025,"about_ca_system_score_gemma":0.00996292,"threshold_uncertainty_score":0.0803625},"labels":[],"label_agreement":null},{"id":"W4388208603","doi":"","title":"BOOK REVIEW: Low Speed Wind Tunnel Testing; Jewel B. BARLOW, William H. RAE Jr., Alan POPE John Wiley & Sons, New York, Toronto, 1999, 3rd Edition, ISBN 978-0-471-55774-9","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind tunnel; Art history; History; Art; Engineering; Aerospace engineering","score_opus":0.14253879659213567,"score_gpt":0.4276242643040902,"score_spread":0.28508546771195453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388208603","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003650922,0.88594943,0.0063064075,0.013963917,0.043090615,0.00015351777,0.0011340345,0.00052610005,0.04851075],"genre_scores_gemma":[0.0023384725,0.70226717,0.0062472844,0.006380524,0.014880189,0.00016520417,0.0018062562,0.0005820344,0.2653329],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989524,0.00008060913,0.00008962786,0.00011939086,0.00072499935,0.000032910608],"domain_scores_gemma":[0.9952493,0.0013152425,0.00024396385,0.00012422865,0.002794537,0.00027282196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015251364,0.001802383,0.0022663905,0.0050415904,0.0005990152,0.002127544,0.0018960589,0.0017937534,0.054682575],"category_scores_gemma":[0.0052009406,0.00075624365,0.00078703644,0.0045158057,0.0008157413,0.003012743,0.00096364104,0.0028354996,0.06540235],"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":[0.00002327191,0.0000320372,0.000045260338,0.001054969,0.000010002502,0.000041373114,0.000015982978,0.00012317828,0.0004326691,0.00066521217,0.76421905,0.23333694],"study_design_scores_gemma":[0.0000057038205,0.00002776396,0.00020285648,0.000578093,0.0000090232015,0.00031853447,0.000011632964,0.00007271692,0.00019385778,0.00050634553,0.9980621,0.00001137229],"about_ca_topic_score_codex":0.0051917145,"about_ca_topic_score_gemma":0.011005367,"teacher_disagreement_score":0.054682575,"about_ca_system_score_codex":0.00095545326,"about_ca_system_score_gemma":0.001971965,"threshold_uncertainty_score":0.18293148},"labels":[],"label_agreement":null},{"id":"W4389003515","doi":"10.1016/j.buildenv.2023.111063","title":"Fourier neural operator for real-time simulation of 3D dynamic urban microclimate","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University","funders":"Hong Kong Polytechnic University; Research Grants Council, University Grants Committee; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Microclimate; Computer science; Artificial neural network; Large eddy simulation; Computational fluid dynamics; Simulation; Meteorology; Environmental science; Engineering; Artificial intelligence; Turbulence; Geography; Aerospace engineering","score_opus":0.009677778182264469,"score_gpt":0.2371346575501529,"score_spread":0.22745687936788841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389003515","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":[0.12831269,0.00014909935,0.8636735,0.00025487551,0.00009084114,0.000046075143,0.00012037251,0.00047462614,0.00687786],"genre_scores_gemma":[0.93359065,0.00008493315,0.061584443,0.00007068879,0.000026858495,0.00008995642,0.0000757049,0.00008423194,0.004392642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992216,0.000026516578,0.0000035125993,0.000011850288,0.000024336181,0.000011673121],"domain_scores_gemma":[0.9997017,0.00018638057,0.000020463332,0.000016629227,0.00005377111,0.000021022615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003433368,0.00027532925,0.0003333379,0.00021973999,0.00026972,0.00040131685,0.00065733626,0.0010780744,0.002586889],"category_scores_gemma":[0.0014005542,0.00019832919,0.00029002118,0.00024981206,0.0004693372,0.00055756856,0.00049038575,0.0006142819,0.0002075387],"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":[0.000020870868,0.000021546652,0.00020942096,0.000012741131,0.000006376307,0.000025357187,0.000022096945,0.98928577,0.0010700952,0.003239583,0.00018245616,0.0059036957],"study_design_scores_gemma":[6.7137256e-7,9.4787936e-7,0.000010952292,2.133175e-7,2.2068372e-7,8.148648e-7,9.483079e-7,0.99982554,0.000037919603,0.0001004863,0.000020962734,4.292574e-7],"about_ca_topic_score_codex":0.015084637,"about_ca_topic_score_gemma":0.00787857,"teacher_disagreement_score":0.015084637,"about_ca_system_score_codex":0.00041778886,"about_ca_system_score_gemma":0.0006422039,"threshold_uncertainty_score":0.029993653},"labels":[],"label_agreement":null},{"id":"W4389191998","doi":"10.22215/etd/2023-15644","title":"Aerodynamic Characterization of a Closed-Loop, Semi-Open Jet Wind Tunnel using Experimental and Computational Methods","year":2023,"lang":"en","type":"dissertation","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Wind tunnel; Aerodynamics; Turbulence; Mechanics; Computational fluid dynamics; Jet (fluid); Envelope (radar); Heat exchanger; Turbulence kinetic energy; Boundary layer; Materials science; Physics; Mechanical engineering; Aerospace engineering; Engineering","score_opus":0.027933979856391098,"score_gpt":0.336962030194772,"score_spread":0.3090280503383809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389191998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858139,0.000016719361,0.013053286,0.000009114535,0.000006601486,0.00009405758,0.00020019227,0.00009330675,0.0007128392],"genre_scores_gemma":[0.9905239,0.000017288858,0.008729862,0.0000038856974,0.000001725189,0.00007881208,0.00016786791,0.00001068383,0.0004658848],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976546,0.000036417263,0.000017761497,0.00003192837,0.00010921382,0.000039256876],"domain_scores_gemma":[0.99940026,0.00021126532,0.00006538362,0.00008885255,0.00016219357,0.0000721057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007327687,0.00029887198,0.00026271932,0.00026995796,0.00048256924,0.00038663042,0.0005039568,0.0003387596,0.0013376711],"category_scores_gemma":[0.0006898146,0.00014384449,0.00021799437,0.00020042373,0.00053392386,0.00038158026,0.00033481058,0.0002825314,0.000099119825],"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":[0.0010542063,0.0013363181,0.017253825,0.00024807832,0.000020219284,0.00029962693,0.0003932354,0.07907135,0.8781133,0.000792568,0.00029492064,0.021122202],"study_design_scores_gemma":[0.00019609458,0.0075101294,0.08617357,0.000048075734,0.000039476276,0.0003163074,0.000699954,0.4308137,0.4715829,0.0005048768,0.002015808,0.00009910894],"about_ca_topic_score_codex":0.00097151456,"about_ca_topic_score_gemma":0.0015976073,"teacher_disagreement_score":0.0013376711,"about_ca_system_score_codex":0.0001955999,"about_ca_system_score_gemma":0.0004971547,"threshold_uncertainty_score":0.0044749975},"labels":[],"label_agreement":null},{"id":"W4389223830","doi":"10.1088/1742-6596/2600/9/092001","title":"Assessment of summer outdoor thermal comfort in an urban neighborhood with high-rise buildings","year":2023,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Wind and Air Flow Studies","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":"Université de Sherbrooke","funders":"","keywords":"Environmental science; Mesoscale meteorology; Computational fluid dynamics; Airflow; Meteorology; Thermal comfort; Vegetation (pathology); Ventilation (architecture); Thermal; Microscale chemistry; Flow (mathematics); Urban heat island; Atmospheric sciences; Wind speed; Urban morphology; Urban planning; Civil engineering; Geography; Geology; Mechanics; Engineering; Aerospace engineering","score_opus":0.0194809377873989,"score_gpt":0.2602183364335768,"score_spread":0.24073739864617788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389223830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996263,0.000004173773,0.00021935522,0.0000014783958,5.3400345e-7,0.0000019780425,0.000022405,0.000003470328,0.00012033542],"genre_scores_gemma":[0.99982363,0.0000026938908,0.00011287337,3.0548802e-7,3.503146e-7,0.0000013071931,0.000025132405,7.0821727e-7,0.000033061042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999946,0.000012313573,0.0000020602356,0.000013549091,0.0000139561935,0.000012117675],"domain_scores_gemma":[0.9999306,0.000023565692,0.000010568901,0.000007202857,0.000013031138,0.000014958993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010322085,0.00020801614,0.0001987125,0.00021266377,0.00022542149,0.0003453044,0.00015187827,0.00023437504,0.0007480469],"category_scores_gemma":[0.00016358554,0.00010221833,0.00021400627,0.00020452154,0.00015390983,0.00020233555,0.00021849755,0.00010317923,0.000081524144],"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":[0.0010070166,0.00067043235,0.60429597,0.00009749144,0.00015550364,0.00085075846,0.0006935336,0.29037514,0.08581589,0.0006821462,0.00034214673,0.01501408],"study_design_scores_gemma":[0.000025926262,0.0006358805,0.6849018,0.0000070669967,0.00006261379,0.00010557602,0.0006848347,0.3066314,0.0065381886,0.0001347757,0.0002491801,0.00002270855],"about_ca_topic_score_codex":0.007828679,"about_ca_topic_score_gemma":0.009090628,"teacher_disagreement_score":0.007828679,"about_ca_system_score_codex":0.00024142767,"about_ca_system_score_gemma":0.00013982967,"threshold_uncertainty_score":0.01556623},"labels":[],"label_agreement":null},{"id":"W4389396239","doi":"10.1016/j.enbuild.2023.113815","title":"Improving the urban wind flow prediction efficiency of target area by considering its surrounding buildings impact","year":2023,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Science Fund for Distinguished Young Scholars; National Natural Science Foundation of China","keywords":"Scale (ratio); Environmental science; Computational fluid dynamics; Work (physics); Flow (mathematics); Meteorology; Urban area; Urbanization; Wind direction; Wind speed; Urban heat island; Urban planning; Civil engineering; Marine engineering; Computer science; Engineering; Geography; Aerospace engineering; Mechanical engineering","score_opus":0.00830776573821647,"score_gpt":0.203321738939019,"score_spread":0.19501397320080252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389396239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8705812,0.00021432566,0.124176495,0.00008061193,0.000042507465,0.000021659092,0.0001258416,0.00026123598,0.004495969],"genre_scores_gemma":[0.99529773,0.000053249547,0.0042293407,0.0000051635625,0.000008714621,0.0000037198804,0.00006458231,0.000012610973,0.0003249517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989176,0.000019300369,0.0000051573948,0.00003510057,0.000025366322,0.0000233528],"domain_scores_gemma":[0.9998627,0.000045407807,0.000015968228,0.00001549757,0.000048633206,0.000011829756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017544505,0.00047423385,0.0004062432,0.0004682901,0.00028161678,0.0006292019,0.0003195754,0.0003592171,0.00077613577],"category_scores_gemma":[0.0005150327,0.00017977104,0.00039794005,0.0005196262,0.00014074345,0.0010175267,0.0002703157,0.00019343049,0.00015358582],"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":[0.000096719225,0.00014685144,0.039584916,0.00007016866,0.00006299417,0.00012801148,0.000049508148,0.8829631,0.017027749,0.00070811185,0.00052085274,0.05864092],"study_design_scores_gemma":[0.0000026263804,0.000021060383,0.009975959,0.000002755257,0.000023184635,0.000011885541,0.000032938533,0.9878071,0.0017635872,0.00018389816,0.00017076728,0.000004335909],"about_ca_topic_score_codex":0.009154537,"about_ca_topic_score_gemma":0.011836991,"teacher_disagreement_score":0.009154537,"about_ca_system_score_codex":0.0001690746,"about_ca_system_score_gemma":0.0004015346,"threshold_uncertainty_score":0.018202484},"labels":[],"label_agreement":null},{"id":"W4389425975","doi":"10.1016/j.jweia.2023.105613","title":"Prospect of LES for predicting wind loads and responses of tall buildings: A validation study","year":2023,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cladding (metalworking); Wind tunnel; Wind engineering; Large eddy simulation; Boundary layer; Inflow; Marine engineering; Meteorology; Turbulence; Environmental science; Computational fluid dynamics; Wind speed; Engineering; Structural engineering; Aerospace engineering; Geography","score_opus":0.023386846379300955,"score_gpt":0.2371921129188351,"score_spread":0.21380526653953413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389425975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97141606,0.00021634091,0.023085438,0.00018975229,0.000032071614,0.00007010766,0.00045952367,0.0006272013,0.0039035527],"genre_scores_gemma":[0.99253017,0.00008549275,0.0064243637,0.000027189382,0.000007896986,0.000032552573,0.00024430038,0.00003144227,0.0006165701],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967086,0.00014553142,0.000021411417,0.000036486574,0.000081748854,0.000043938737],"domain_scores_gemma":[0.9963695,0.0024167933,0.000130393,0.00042048303,0.00054890534,0.00011391847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012937839,0.00091890735,0.0007274422,0.00038481722,0.00047295223,0.0006936719,0.0009567755,0.0017000466,0.0015380137],"category_scores_gemma":[0.0028614388,0.00041938535,0.000518798,0.0005305548,0.0005498346,0.0012261875,0.0004940934,0.0009767374,0.00035642282],"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":[0.00049796136,0.0007263185,0.011963604,0.000083101026,0.00003594356,0.00018324654,0.000121143516,0.95474106,0.015833398,0.00066662935,0.0004716159,0.014676006],"study_design_scores_gemma":[0.000020871808,0.00018906067,0.0017293077,0.0000060945013,0.000004146247,0.000008145885,0.000033662698,0.9955106,0.002306259,0.000086617896,0.000097475204,0.000007764745],"about_ca_topic_score_codex":0.009561269,"about_ca_topic_score_gemma":0.0045648785,"teacher_disagreement_score":0.009561269,"about_ca_system_score_codex":0.00025928527,"about_ca_system_score_gemma":0.00056570146,"threshold_uncertainty_score":0.01901126},"labels":[],"label_agreement":null},{"id":"W4389541114","doi":"10.17118/11143/20861","title":"Computational challenges of simulating Vertical Axis Wind Turbine on theroof-top corner of a building","year":2023,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Roof; Wind power; Vertical axis; Computer science; Horizontal axis; Turbine; Marine engineering; Geology; Aerospace engineering; Structural engineering; Engineering; Electrical engineering; Engineering drawing","score_opus":0.028548462656919106,"score_gpt":0.26651836325169564,"score_spread":0.23796990059477655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389541114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97400385,0.00009175722,0.01909917,0.00012446842,0.000055524582,0.00004836534,0.00023760482,0.00016264177,0.0061765574],"genre_scores_gemma":[0.9940058,0.000039025064,0.0050941207,0.000013328381,0.000004847671,0.000022474675,0.00012120148,0.00001692247,0.00068231614],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997892,0.000051186846,0.0000125891165,0.000033513592,0.000057035948,0.000056372104],"domain_scores_gemma":[0.9995085,0.00027819278,0.00004324696,0.000038496717,0.000080917715,0.000050655708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028377297,0.00046272133,0.00057809724,0.00027295886,0.000823259,0.0009865547,0.0005855134,0.0014671518,0.0020031598],"category_scores_gemma":[0.0010953993,0.0003978615,0.0006830612,0.00030171146,0.00055057986,0.00049732154,0.0005585989,0.00058695587,0.00028391153],"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":[0.00008633485,0.000048797803,0.0036202979,0.00003850194,0.000016057438,0.00031252744,0.000058377485,0.9881393,0.0046364013,0.00027660924,0.00017875149,0.002587973],"study_design_scores_gemma":[0.000018173441,0.00008802576,0.0022944931,0.00000828033,0.000010130674,0.000051718223,0.00010495322,0.9951757,0.0018861993,0.0001127517,0.00023829006,0.000011250407],"about_ca_topic_score_codex":0.0128937,"about_ca_topic_score_gemma":0.008200419,"teacher_disagreement_score":0.0128937,"about_ca_system_score_codex":0.0004042585,"about_ca_system_score_gemma":0.0009075903,"threshold_uncertainty_score":0.025637329},"labels":[],"label_agreement":null},{"id":"W4389558619","doi":"10.1088/1742-6596/2654/1/012054","title":"Assessment of wind-driven rain (WDR) on buildings in an urban area: comparison of different CFD frameworks","year":2023,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Computational fluid dynamics; Environmental science; Wind speed; Meteorology; Computer science; Engineering; Geography; Aerospace engineering","score_opus":0.03046199784590707,"score_gpt":0.30319266468246464,"score_spread":0.27273066683655756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389558619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98839426,0.000058583984,0.009227037,0.000021486581,0.000006877545,0.000036897465,0.0001799125,0.00023628851,0.0018386425],"genre_scores_gemma":[0.9966287,0.000032848024,0.0030403486,0.0000033385593,0.00000172947,0.000009435344,0.000102941776,0.000010381453,0.00017029754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980575,0.000048052607,0.000013586083,0.00003112746,0.00006431855,0.00003711196],"domain_scores_gemma":[0.9994747,0.00025718875,0.00004900689,0.000056143017,0.00011759292,0.00004545352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005918742,0.00051263475,0.0005064322,0.0008140451,0.00028724023,0.0005271145,0.0005182677,0.0006014202,0.000926571],"category_scores_gemma":[0.0009103457,0.0002363613,0.0004212975,0.00049812667,0.00037086924,0.0004949119,0.00040524083,0.00024633217,0.0001390704],"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":[0.00016514913,0.00021679582,0.030364873,0.000073965624,0.0000324542,0.00019570932,0.00010551818,0.94117194,0.009143332,0.00044502917,0.00013993119,0.017945392],"study_design_scores_gemma":[0.000009891825,0.000080186896,0.012323139,0.00000593168,0.000006271942,0.000024144163,0.00006691705,0.9848721,0.0024270606,0.000064116175,0.000108970686,0.000011186716],"about_ca_topic_score_codex":0.018316407,"about_ca_topic_score_gemma":0.01703999,"teacher_disagreement_score":0.018316407,"about_ca_system_score_codex":0.00046267503,"about_ca_system_score_gemma":0.00040465174,"threshold_uncertainty_score":0.03641963},"labels":[],"label_agreement":null},{"id":"W4389584809","doi":"10.17118/11143/20881","title":"Upstream building effects on urban wind energy: a study of the Universityof Alberta North Campus","year":2023,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"University of Alberta","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Upstream (networking); Meteorology; Environmental science; Architectural engineering; Wind power; Civil engineering; Computer science; Geography; Engineering; Telecommunications; Electrical engineering","score_opus":0.004736424197367144,"score_gpt":0.1839386410442734,"score_spread":0.17920221684690626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973386,0.000040052517,0.000119482625,0.00002481918,0.0000017178722,0.000011301211,0.00006407416,0.0000073945284,0.0023926229],"genre_scores_gemma":[0.99809986,0.000066627035,0.00022147821,0.000008119234,0.0000011424111,0.0000041769804,0.0000903227,0.0000036050978,0.0015045725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996898,0.00003679438,0.00000535531,0.000030697272,0.000119430806,0.000117910124],"domain_scores_gemma":[0.99975747,0.000043546603,0.000019889856,0.000014013373,0.00009214236,0.00007290396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023060411,0.00026806744,0.00023860403,0.0006281512,0.002101412,0.0011688137,0.00064080476,0.00041283062,0.0025474569],"category_scores_gemma":[0.00040126505,0.00018439295,0.00022985271,0.001550063,0.000719132,0.0002756594,0.0007481809,0.0003006023,0.00038858305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016198033,0.0020513113,0.78527576,0.00036726848,0.00013906664,0.005887638,0.015716301,0.047988933,0.019059923,0.0040801815,0.0039185137,0.11389536],"study_design_scores_gemma":[0.000020609037,0.0002144652,0.95127267,0.000045960976,0.000045823464,0.000204238,0.025118362,0.013413225,0.0027193506,0.00034543333,0.006547163,0.000052687486],"about_ca_topic_score_codex":0.7933503,"about_ca_topic_score_gemma":0.934025,"teacher_disagreement_score":0.20664972,"about_ca_system_score_codex":0.0067521427,"about_ca_system_score_gemma":0.0048465617,"threshold_uncertainty_score":0.4157334},"labels":[],"label_agreement":null},{"id":"W4389584865","doi":"10.17118/11143/20898","title":"Evaluation of turbulence models for unsteady separation","year":2023,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Queen's University","funders":"","keywords":"Separation (statistics); Turbulence; Computer science; Physics; Mechanics; Machine learning","score_opus":0.0753925130216345,"score_gpt":0.3303116636069925,"score_spread":0.25491915058535797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87928927,0.00065693504,0.1086745,0.00048009708,0.00020379807,0.00017648812,0.00042572615,0.0010999267,0.00899321],"genre_scores_gemma":[0.98946476,0.00011573674,0.009204982,0.000024890667,0.000015126367,0.00004689804,0.00028114734,0.00006397212,0.000782445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964726,0.00012633024,0.000031692445,0.000044387973,0.00010107093,0.000049234837],"domain_scores_gemma":[0.9984195,0.000723699,0.00018013227,0.00014426078,0.00038700408,0.00014543938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093591807,0.0009773099,0.00054843165,0.00066325534,0.00062093546,0.0016695847,0.00090950564,0.00093964435,0.0012495266],"category_scores_gemma":[0.0024819341,0.00023253757,0.0006962134,0.00047627886,0.00046882787,0.0010441233,0.00083994004,0.00068643794,0.0003493265],"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":[0.00017962686,0.00024271735,0.0044611143,0.00004341141,0.000035434674,0.000065180735,0.000037565824,0.98037887,0.0027384353,0.0026105873,0.00039012765,0.008816844],"study_design_scores_gemma":[0.0000047413937,0.000033774308,0.00020190935,0.0000028126115,0.0000022841066,0.0000032324429,0.000005985789,0.9989293,0.000613522,0.00012521553,0.000073679876,0.000003485877],"about_ca_topic_score_codex":0.013300908,"about_ca_topic_score_gemma":0.0055098254,"teacher_disagreement_score":0.013300908,"about_ca_system_score_codex":0.0015118683,"about_ca_system_score_gemma":0.0011606036,"threshold_uncertainty_score":0.026446939},"labels":[],"label_agreement":null},{"id":"W4389697065","doi":"10.1061/ajrua6.rueng-1121","title":"Estimation of Economic Impacts of Climate-Driven Hazards Using Stochastic Process Model","year":2023,"lang":"en","type":"article","venue":"ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tornado; Climate change; Environmental science; Natural hazard; Meteorology; Thunderstorm; Poisson process; Climatology; Wind speed; Estimation; Econometrics; Poisson distribution; Geography; Statistics; Mathematics; Engineering; Geology","score_opus":0.008278139694407332,"score_gpt":0.23188913624963742,"score_spread":0.2236109965552301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389697065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6384658,0.00015565676,0.35684225,0.00028349488,0.00001947697,0.00009301154,0.0005636872,0.00021118787,0.0033653092],"genre_scores_gemma":[0.98882586,0.000093203846,0.01020032,0.000010210295,0.000006405894,0.00003773674,0.00024749976,0.000009341246,0.000569415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970716,0.000104015744,0.000013559607,0.000047173213,0.00007085604,0.000057075555],"domain_scores_gemma":[0.9987263,0.0009178708,0.00014948795,0.000035777543,0.00012588651,0.000044657147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010524627,0.00064308255,0.0005447901,0.0009387907,0.00026845315,0.00076464494,0.00063367444,0.0006371554,0.0010454984],"category_scores_gemma":[0.0032877892,0.00042400014,0.00065735163,0.0007791021,0.0003829116,0.0006649211,0.00049310393,0.00061577343,0.0000960283],"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":[0.000009013992,0.0000066242264,0.001202491,0.0000034372065,0.000008599301,0.0000129712635,0.000002491613,0.9970795,0.00007781592,0.0007370254,0.00003233294,0.0008276837],"study_design_scores_gemma":[0.000001139112,0.0000032792711,0.00034733192,4.6920488e-7,0.0000012261561,0.0000014914003,0.0000020927876,0.9993587,0.000024089937,0.00024571756,0.000013235555,0.0000011647294],"about_ca_topic_score_codex":0.058193907,"about_ca_topic_score_gemma":0.029602678,"teacher_disagreement_score":0.058193907,"about_ca_system_score_codex":0.0017239648,"about_ca_system_score_gemma":0.0018980219,"threshold_uncertainty_score":0.11571038},"labels":[],"label_agreement":null},{"id":"W4389748811","doi":"10.5267/j.esm.2023.10.004","title":"Conceptual design vulnerability assessment of the housing light roofs to strong winds","year":2023,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Damages; Vulnerability assessment; Vulnerability (computing); Conceptual design; Roof; Computer science; Process (computing); Conceptual framework; Ranking (information retrieval); Architectural engineering; Environmental resource management; Risk analysis (engineering); Environmental science; Engineering; Civil engineering; Business; Artificial intelligence; Computer security","score_opus":0.019987083938782717,"score_gpt":0.2577319727014108,"score_spread":0.2377448887626281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389748811","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":[0.3459158,0.0003135478,0.6214779,0.00014153465,0.000032775417,0.0006122118,0.0005991851,0.0005973984,0.030309556],"genre_scores_gemma":[0.8148915,0.0005298975,0.18001434,0.000017971674,0.00001183444,0.0005277256,0.0004119518,0.00007563904,0.0035191223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934405,0.00021377175,0.000028221624,0.000052840005,0.00029590554,0.000065215856],"domain_scores_gemma":[0.99950457,0.00020988577,0.00004951748,0.000050069888,0.00015014959,0.000035825473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013784445,0.00086524367,0.0005605104,0.0019800947,0.0004629302,0.0015172333,0.00094339176,0.00077122304,0.004309938],"category_scores_gemma":[0.0016527167,0.0004251356,0.00084046554,0.00073239446,0.0005863925,0.0008134879,0.0011493033,0.00042366883,0.00038440913],"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":[0.000171622,0.00012653733,0.0053573963,0.00048580623,0.000052496227,0.000695738,0.0006050112,0.8576598,0.02597157,0.023338472,0.0010086294,0.08452689],"study_design_scores_gemma":[0.000033875822,0.00043553687,0.0058482103,0.00010873127,0.00006478674,0.0003099853,0.0007561498,0.9584272,0.013671398,0.012996438,0.0072897123,0.000057930643],"about_ca_topic_score_codex":0.0019597663,"about_ca_topic_score_gemma":0.0022639406,"teacher_disagreement_score":0.004309938,"about_ca_system_score_codex":0.0010016961,"about_ca_system_score_gemma":0.00123625,"threshold_uncertainty_score":0.014418244},"labels":[],"label_agreement":null},{"id":"W4389787320","doi":"10.3126/aet.v3i1.60741","title":"Flow physics of air pollutants dispersion: A case study in an urban street canyon in Baghbazar, Kathmandu","year":2023,"lang":"en","type":"article","venue":"Advances in Engineering and Technology An International Journal","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada","keywords":"Canyon; Pollutant; Turbulence; Reynolds-averaged Navier–Stokes equations; Environmental science; Street canyon; Meteorology; Computational fluid dynamics; Atmospheric sciences; Geography; Geology; Mechanics; Physics; Chemistry; Cartography","score_opus":0.006160793701575912,"score_gpt":0.2529514168397629,"score_spread":0.246790623138187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389787320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978465,0.000080741804,0.0007045905,0.000103902086,0.000013546947,0.000039737675,0.000116868956,0.00003069188,0.0010634765],"genre_scores_gemma":[0.9968413,0.000144196,0.0013442412,0.000020327248,0.000010035845,0.000023161903,0.00012839977,0.0000068847658,0.0014815244],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99984944,0.00003294745,0.000009290278,0.00003086378,0.000030893494,0.000046589146],"domain_scores_gemma":[0.9997868,0.000105440915,0.000019667317,0.000013711825,0.00003743662,0.00003701264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002203083,0.00043308723,0.0005422082,0.0007034577,0.0018230702,0.0010295769,0.00056232116,0.001637436,0.0013083651],"category_scores_gemma":[0.00027332947,0.0002642789,0.0005628743,0.0007160423,0.00080304797,0.0005107589,0.0006096166,0.0006455102,0.00019820612],"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":[0.0012647992,0.0040342836,0.3456158,0.0006314362,0.00024108018,0.07011819,0.0067036343,0.44346815,0.0670001,0.007438556,0.0071461564,0.046337787],"study_design_scores_gemma":[0.00020383095,0.0014527693,0.2679777,0.00011341991,0.00016536245,0.0032006418,0.015051574,0.6880638,0.015141492,0.0026393186,0.005783227,0.0002068551],"about_ca_topic_score_codex":0.039731964,"about_ca_topic_score_gemma":0.054840308,"teacher_disagreement_score":0.039731964,"about_ca_system_score_codex":0.000969099,"about_ca_system_score_gemma":0.0009085511,"threshold_uncertainty_score":0.07900143},"labels":[],"label_agreement":null},{"id":"W4389888566","doi":"10.1007/s12145-023-01195-1","title":"Impact of varied fog collector designs on fog and rainwater harvesting under fluctuating wind speed and direction","year":2023,"lang":"en","type":"article","venue":"Earth Science Informatics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Rainwater harvesting; Wind speed; Environmental science; Meteorology; Variable (mathematics); Relative humidity; Resource (disambiguation); Computer science; Data collection; Mathematics; Geography","score_opus":0.03140238072281436,"score_gpt":0.26973168737277103,"score_spread":0.23832930664995666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389888566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99703586,0.00009534217,0.0017875745,0.0000132599,0.000023972985,0.000020171303,0.00008997636,0.000026507752,0.0009072998],"genre_scores_gemma":[0.99907565,0.000041804047,0.0006374517,0.000008465755,0.000002534759,0.0000078234525,0.00004112196,0.0000061270334,0.00017905579],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996275,0.000069361646,0.000029885208,0.00007199386,0.00008655039,0.00011470471],"domain_scores_gemma":[0.99767905,0.0013707186,0.00016586842,0.00013454305,0.0005430572,0.00010679632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451053,0.0003029035,0.00037566558,0.00034045955,0.0007312922,0.00097510737,0.00039857274,0.00046432303,0.0011358183],"category_scores_gemma":[0.0024145104,0.00025410356,0.00042960286,0.00043159368,0.00043166013,0.0006053723,0.00029748044,0.0003062031,0.00015474626],"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":[0.011649056,0.0012933413,0.111911915,0.0009259729,0.00042075448,0.0011684347,0.0008011331,0.2986691,0.47917894,0.00095185597,0.0013324927,0.09169705],"study_design_scores_gemma":[0.00037652787,0.008553668,0.28497922,0.00014254212,0.0012648486,0.00039628017,0.004421982,0.29449508,0.40022883,0.0010380016,0.0038870196,0.00021600496],"about_ca_topic_score_codex":0.00508049,"about_ca_topic_score_gemma":0.009631064,"teacher_disagreement_score":0.00508049,"about_ca_system_score_codex":0.0005574548,"about_ca_system_score_gemma":0.0005527594,"threshold_uncertainty_score":0.010101855},"labels":[],"label_agreement":null},{"id":"W4389987779","doi":"10.1016/j.isci.2023.108765","title":"19th-century thermosiphon ventilation and its potential for heat recovery in buildings today","year":2023,"lang":"en","type":"article","venue":"iScience","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":"McGill University","funders":"Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University; McGill University","keywords":"Thermosiphon; Buoyancy; Ventilation (architecture); Heat flow; Parliament; Heat exchanger; Engineering; Mechanics; Mechanical engineering; Environmental science; Thermodynamics; Thermal; Physics; Law; Political science","score_opus":0.010420404251464323,"score_gpt":0.229705060383189,"score_spread":0.21928465613172468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389987779","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":[0.40134248,0.017076632,0.009753641,0.019337522,0.0005494345,0.000029148638,0.00022556512,0.00017751202,0.551508],"genre_scores_gemma":[0.96438515,0.0018032648,0.0010478122,0.00030242017,0.000120213925,0.000009017497,0.000028380162,0.000030083162,0.032273676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999711,0.00007138203,0.000005630889,0.000033018183,0.00007214366,0.000106948726],"domain_scores_gemma":[0.9998481,0.000029597193,0.00001598346,0.000021568198,0.000046370376,0.000038320686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006036561,0.00019281621,0.00008847967,0.0003408143,0.0021144012,0.0020320583,0.00047551127,0.0005114624,0.005037521],"category_scores_gemma":[0.00062606466,0.00011184959,0.00013959708,0.0003064753,0.0075469986,0.0011053281,0.0011006608,0.00088100106,0.00040417354],"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":[0.00009169547,0.000021832506,0.0043545663,0.00009358232,0.0000075198554,0.00023315517,0.013461745,0.0019261085,0.002613353,0.92141587,0.009155658,0.04662489],"study_design_scores_gemma":[0.00000989683,0.00007433639,0.026443917,0.00021254567,0.000010426673,0.00026402235,0.009039792,0.0016855883,0.0034650203,0.0668481,0.891894,0.000052369964],"about_ca_topic_score_codex":0.10421584,"about_ca_topic_score_gemma":0.20904,"teacher_disagreement_score":0.10421584,"about_ca_system_score_codex":0.00881093,"about_ca_system_score_gemma":0.002594384,"threshold_uncertainty_score":0.20721847},"labels":[],"label_agreement":null},{"id":"W4390102992","doi":"10.3233/brs-230216","title":"Bronx-Whitestone Bridge: Vertical median barrier extension enhances aerodynamics","year":2023,"lang":"en","type":"article","venue":"Bridge Structures","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Structural engineering; Orthotropic material; Engineering; Aerodynamics; Deck; Stiffening; Girder; Bridge (graph theory); Wind tunnel; Box girder; Flutter; Finite element method; Aerospace engineering","score_opus":0.013582764983208845,"score_gpt":0.253885577624225,"score_spread":0.24030281264101613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390102992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8611784,0.0006658914,0.06703589,0.00035151435,0.00041782277,0.00028723935,0.0005139685,0.0010340838,0.06851515],"genre_scores_gemma":[0.9477748,0.00027358337,0.025795577,0.000113070004,0.000042969772,0.00014500694,0.00039924154,0.00008845418,0.025367321],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977714,0.000015710117,0.000007761815,0.00004035067,0.00010235064,0.000056666693],"domain_scores_gemma":[0.9998566,0.000011059841,0.00001669483,0.000014682234,0.000051245348,0.00004968343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030263362,0.0006100467,0.00031895933,0.00039595546,0.0003657338,0.00072370656,0.000771788,0.00062056276,0.007334406],"category_scores_gemma":[0.00030873017,0.00022764206,0.0003733526,0.00015702982,0.00038619927,0.0005371658,0.0010062247,0.0006827654,0.001551825],"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":[0.0010149728,0.0008200451,0.0099001825,0.0006758321,0.00006878337,0.0018266488,0.0003566303,0.030341044,0.79619473,0.015793331,0.0068681054,0.13613963],"study_design_scores_gemma":[0.0006969796,0.020062597,0.13207841,0.00053373247,0.00030310528,0.0075154616,0.0010105423,0.15166849,0.45432815,0.00568243,0.22576514,0.00035489557],"about_ca_topic_score_codex":0.0011057641,"about_ca_topic_score_gemma":0.0030191175,"teacher_disagreement_score":0.007334406,"about_ca_system_score_codex":0.000273789,"about_ca_system_score_gemma":0.00073357846,"threshold_uncertainty_score":0.024536073},"labels":[],"label_agreement":null},{"id":"W4390154904","doi":"10.1016/j.compchemeng.2023.108561","title":"Levelized-cost optimal design of long-distance CO2 transportation facilities","year":2023,"lang":"en","type":"article","venue":"Computers & Chemical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Cost of electricity by source; Transport engineering; Computer science; Environmental science; Engineering; Marine engineering; Electricity generation; Physics","score_opus":0.015392369329529844,"score_gpt":0.19906438658264344,"score_spread":0.1836720172531136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390154904","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":[0.22507761,0.0006494968,0.73348933,0.00064045325,0.00013779638,0.0004254478,0.0008656907,0.00058932876,0.038124844],"genre_scores_gemma":[0.957363,0.00013927382,0.03650533,0.0000712572,0.00002117828,0.00022653873,0.00021025306,0.00007151611,0.005391713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992506,0.00029631157,0.000018308518,0.000098232784,0.00011690601,0.00021969393],"domain_scores_gemma":[0.9989089,0.00061613537,0.000104883584,0.000039925282,0.00021316859,0.00011699806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088301,0.001218578,0.0020233046,0.0010917359,0.0007443382,0.0025813093,0.0015688043,0.0021633625,0.0074457927],"category_scores_gemma":[0.002718122,0.0013814186,0.0010763562,0.0010262507,0.0010184326,0.0011489666,0.001420079,0.0011079753,0.0005596416],"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":[0.000041303254,0.000016483664,0.00007435551,0.000021764412,0.00000960589,0.00001548197,0.000007476582,0.997456,0.0002504365,0.0008763405,0.00012469529,0.0011060025],"study_design_scores_gemma":[0.000015142427,0.000035400215,0.00009113764,0.0000032092964,0.0000048587763,0.0000025737031,0.00001466384,0.9987049,0.0001382417,0.0008622495,0.00012338156,0.0000043147847],"about_ca_topic_score_codex":0.015957857,"about_ca_topic_score_gemma":0.011260651,"teacher_disagreement_score":0.015957857,"about_ca_system_score_codex":0.0023101037,"about_ca_system_score_gemma":0.0026491347,"threshold_uncertainty_score":0.031729937},"labels":[],"label_agreement":null},{"id":"W4390686153","doi":"10.1016/j.dib.2024.110036","title":"Weather data analysis and building performance assessment during extreme climate events: A Canadian AMY weather file data set","year":2024,"lang":"en","type":"article","venue":"Data in Brief","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Carleton University","funders":"","keywords":"Extreme weather; Climate change; Resilience (materials science); Environmental science; Weather station; Building design; Renewable energy; Computer science; Environmental resource management; Meteorology; Architectural engineering; Geography; Engineering","score_opus":0.043875679371709435,"score_gpt":0.29033573205072155,"score_spread":0.2464600526790121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390686153","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0996144,0.0001114973,0.001537009,0.00023331342,0.00003658096,0.00021613571,0.8876693,0.0014696079,0.009112142],"genre_scores_gemma":[0.11600364,0.00023060892,0.0047158673,0.000046239376,0.000015094648,0.00024288634,0.8758474,0.00017793008,0.0027203618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987702,0.000054270186,0.00008464624,0.00017067126,0.0007303977,0.00018973109],"domain_scores_gemma":[0.99407756,0.0004073296,0.0003489285,0.000563144,0.0042217397,0.0003812425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007071532,0.00091592484,0.0005004744,0.003894456,0.0014363664,0.0014352471,0.0013128739,0.00055648945,0.0033440317],"category_scores_gemma":[0.0040249736,0.00038786142,0.0006769897,0.009967097,0.00036356115,0.00080044154,0.000735664,0.00076415506,0.0021312574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086272456,0.0005126033,0.33131152,0.0009609928,0.0003479762,0.0009392083,0.0024440726,0.07405885,0.00672641,0.0034913914,0.48918557,0.089158714],"study_design_scores_gemma":[0.00012248711,0.000057413974,0.7483726,0.00016840114,0.000059762497,0.00009241573,0.0017549217,0.060010105,0.0032909631,0.00047122443,0.18538547,0.00021422151],"about_ca_topic_score_codex":0.96139294,"about_ca_topic_score_gemma":0.9676486,"teacher_disagreement_score":0.03860706,"about_ca_system_score_codex":0.008113001,"about_ca_system_score_gemma":0.0090770135,"threshold_uncertainty_score":0.077668786},"labels":[],"label_agreement":null},{"id":"W4390720958","doi":"10.1016/j.jweia.2023.105637","title":"CFD modeling of Wind-Driven Rain (WDR) on a mid-rise building in an urban area","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Environmental science; Computational fluid dynamics; Wind speed; Meteorology; Turbulence; Computer science; Engineering; Geography; Aerospace engineering","score_opus":0.02066811853881452,"score_gpt":0.22156456521506598,"score_spread":0.20089644667625145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390720958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98611987,0.00011615031,0.005045111,0.00020043457,0.000057427438,0.000046320252,0.00031561666,0.00015147179,0.007947568],"genre_scores_gemma":[0.9975815,0.00005428143,0.00075987255,0.00001827187,0.000011222265,0.0000099173185,0.00010523222,0.000017180228,0.0014424915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998115,0.000025967815,0.000010292163,0.000031492276,0.00003634448,0.00008451836],"domain_scores_gemma":[0.999736,0.00009827207,0.000024554687,0.00001995083,0.00005408808,0.00006710871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018757443,0.0004589991,0.0009288152,0.0005468073,0.0012317355,0.0011654766,0.0009742564,0.0018959967,0.0025076414],"category_scores_gemma":[0.00049193564,0.00048243522,0.00094795175,0.0005491718,0.0009044528,0.00045750974,0.0007487572,0.00075706246,0.00024361767],"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":[0.00007792351,0.0001116963,0.006574408,0.000021873404,0.000021482925,0.0006447792,0.0000803638,0.98708445,0.002478793,0.00051154225,0.00028007597,0.0021126925],"study_design_scores_gemma":[0.000013293708,0.00003356642,0.0040172846,0.0000042603747,0.00000944254,0.000031977288,0.00009218576,0.9951617,0.0003964575,0.000072647636,0.00015698849,0.000010212918],"about_ca_topic_score_codex":0.080433294,"about_ca_topic_score_gemma":0.041853346,"teacher_disagreement_score":0.080433294,"about_ca_system_score_codex":0.0012034905,"about_ca_system_score_gemma":0.0015155603,"threshold_uncertainty_score":0.15993029},"labels":[],"label_agreement":null},{"id":"W4390766502","doi":"10.1016/j.jweia.2023.105630","title":"Wind induced peak pressures on low-rise building roofs via dynamic terrain computational methodology","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Terrain; Wind tunnel; Turbulence; Computational fluid dynamics; Current (fluid); Turbulence kinetic energy; Wind speed; Intensity (physics); Flow (mathematics); Frequency domain; Computer science; Environmental science; Meteorology; Engineering; Mechanics; Aerospace engineering; Physics; Geography","score_opus":0.023886881916961745,"score_gpt":0.25808244604037484,"score_spread":0.23419556412341308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390766502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77339387,0.00032710345,0.19729258,0.00031788755,0.00012272985,0.00016611525,0.000462835,0.00048616363,0.027430711],"genre_scores_gemma":[0.99148554,0.00007341909,0.006763207,0.000016324015,0.000019604477,0.000030225907,0.0000816351,0.00005831427,0.0014717963],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987745,0.000034611232,0.0000049666387,0.000017573104,0.00003254464,0.000032837514],"domain_scores_gemma":[0.99960023,0.00021536103,0.000035648976,0.000031419033,0.000080598504,0.000036830013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533522,0.00042215097,0.00063521275,0.00048435462,0.00063301774,0.0010538077,0.0009631756,0.0009405898,0.002711071],"category_scores_gemma":[0.0012540234,0.00041270038,0.0006514952,0.00055055256,0.0006452666,0.000660904,0.0006879361,0.0006853803,0.00024219912],"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":[0.000025124105,0.000047643858,0.00074122444,0.000023585711,0.000008880945,0.00008851862,0.000022208174,0.99385226,0.0010955554,0.0013944672,0.00015109121,0.0025494578],"study_design_scores_gemma":[0.0000028584639,0.000004478963,0.00016833859,0.0000013447143,0.0000011543952,0.0000034296463,0.0000082634015,0.9995197,0.00012348445,0.00013308998,0.0000323388,0.0000015625805],"about_ca_topic_score_codex":0.01048965,"about_ca_topic_score_gemma":0.007506321,"teacher_disagreement_score":0.01048965,"about_ca_system_score_codex":0.0004835441,"about_ca_system_score_gemma":0.0009450071,"threshold_uncertainty_score":0.020857155},"labels":[],"label_agreement":null},{"id":"W4390771174","doi":"10.2480/agrmet.d-23-00014","title":"Comparisons of different sample air-drying systems for carbon dioxide flux measurements based on eddy covariance in cold environments","year":2024,"lang":"en","type":"article","venue":"Journal of Agricultural Meteorology","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Eddy covariance; Carbon dioxide; Flux (metallurgy); Sample (material); Environmental science; Atmospheric sciences; Carbon dioxide in Earth's atmosphere; Meteorology; Covariance; Materials science; Physics; Thermodynamics; Statistics; Mathematics; Chemistry; Ecosystem","score_opus":0.028449051262932335,"score_gpt":0.24093002766378818,"score_spread":0.21248097640085584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390771174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98160535,0.0007382959,0.01673904,0.000021849204,0.000036053527,0.00012333805,0.00025758322,0.00007600564,0.00040244308],"genre_scores_gemma":[0.95695597,0.00081597245,0.040584963,0.000050318926,0.00001903318,0.000268806,0.0006974834,0.000079545636,0.00052795553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994361,0.00014256594,0.00007843068,0.000115634364,0.00019029336,0.000037056547],"domain_scores_gemma":[0.99911445,0.00032826464,0.00014624324,0.00008819869,0.0002788104,0.00004396671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016311574,0.00042307275,0.0004622893,0.0005589302,0.00057901844,0.00054725964,0.00032585338,0.00046397524,0.00035376946],"category_scores_gemma":[0.0019556372,0.0002909642,0.00042667476,0.00045943505,0.00036345545,0.00070538203,0.0003261275,0.00034247836,0.00012416295],"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":[0.0005145324,0.00013577969,0.017139576,0.00026926692,0.000083134015,0.00003649007,0.00021372105,0.0004613228,0.966895,0.00011673928,0.00009429424,0.014040143],"study_design_scores_gemma":[0.00003663574,0.0008661572,0.1863939,0.000029621513,0.00021764776,0.00015055401,0.00019595615,0.0052136225,0.8051833,0.00006507476,0.0016078665,0.0000395633],"about_ca_topic_score_codex":0.0015520008,"about_ca_topic_score_gemma":0.005042722,"teacher_disagreement_score":0.0016311574,"about_ca_system_score_codex":0.00024015672,"about_ca_system_score_gemma":0.00019349044,"threshold_uncertainty_score":0.008626461},"labels":[],"label_agreement":null},{"id":"W4390952552","doi":"10.21203/rs.3.rs-3852047/v1","title":"Compounded Wind Gusts and Maximum Temperature via Semiparametric copula joint density modelling in the risk assessments of power blackouts and air-conditioning demands for major cities in Canada","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Copula (linguistics); Quantile; Bivariate analysis; Univariate; Joint probability distribution; Econometrics; Statistics; Environmental science; Wind speed; Parametric statistics; Semiparametric model; Geography; Meteorology; Climatology; Mathematics; Multivariate statistics","score_opus":0.03092796831829881,"score_gpt":0.3106116178706532,"score_spread":0.2796836495523544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390952552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468123,0.00024552277,0.050209846,0.00044218657,0.000018423993,0.00004588052,0.0004862682,0.00008783227,0.0016516799],"genre_scores_gemma":[0.99685943,0.00007204897,0.0017064679,0.000010557844,0.0000059347676,0.000008260302,0.00017451048,0.000016836284,0.0011459765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994616,0.0002682591,0.000019093037,0.00008240718,0.00007961375,0.00008914565],"domain_scores_gemma":[0.9961045,0.002904733,0.00029005003,0.00014213232,0.00040382487,0.0001547568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022519662,0.0007757801,0.00069346564,0.00057740975,0.00039181314,0.0015911342,0.0010942166,0.00087591616,0.0010621612],"category_scores_gemma":[0.007471569,0.00074657163,0.00082357484,0.0006665355,0.000864056,0.0012538705,0.00068663125,0.001277473,0.000098116245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040194,0.000024249319,0.006866632,0.000010303946,0.000047657006,0.000034117442,0.000044419732,0.9895956,0.0001359175,0.0015218185,0.00020256631,0.001476472],"study_design_scores_gemma":[0.0000026424418,0.0000065781005,0.0030922722,0.0000027290168,0.00000996537,0.0000038438357,0.000035556703,0.9959429,0.00006581818,0.00077978737,0.00004976924,0.000008098543],"about_ca_topic_score_codex":0.49571845,"about_ca_topic_score_gemma":0.45140806,"teacher_disagreement_score":0.5042815,"about_ca_system_score_codex":0.0032279491,"about_ca_system_score_gemma":0.0033024538,"threshold_uncertainty_score":0.9856661},"labels":[],"label_agreement":null},{"id":"W4391005947","doi":"10.1007/s10546-023-00844-8","title":"Effect of Urban Morphology and an Upstream Tall Building on the Scale Interaction Between the Overlying Boundary Layer and a Street Canyon","year":2024,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"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; Mitacs; Agence Nationale de la Recherche","keywords":"Canyon; Wake; Wind tunnel; Particle image velocimetry; Boundary layer; Upstream (networking); Scale (ratio); Eddy; Large eddy simulation; Geology; Flow (mathematics); Tortuosity; Mechanics; Planetary boundary layer; Boundary (topology); Geometry; Turbulence; Physics; Geotechnical engineering; Engineering; Mathematics; Geomorphology; Mathematical analysis; Telecommunications","score_opus":0.015238136513112767,"score_gpt":0.2800810549143085,"score_spread":0.2648429184011957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391005947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99928325,0.0000215253,0.000050785908,0.000016740292,0.0000032706005,0.000001786803,0.000027487335,0.000004414719,0.00059087225],"genre_scores_gemma":[0.99958545,0.000007647553,0.000034884408,0.000007568027,0.000002266164,0.0000014032471,0.000028024479,0.0000050652384,0.00032770543],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953663,0.00022264282,0.000014856217,0.00006874609,0.00003524721,0.000121813704],"domain_scores_gemma":[0.9959791,0.0024449704,0.00025811658,0.00014145944,0.00017100798,0.0010053803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004728186,0.00036097335,0.0005009173,0.000372499,0.000921489,0.0016597552,0.0004972203,0.0007559323,0.0067536207],"category_scores_gemma":[0.0025794732,0.0003341674,0.0005274631,0.0003348591,0.0011815267,0.000486124,0.0010066907,0.0007022955,0.00040371163],"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":[0.009947042,0.0013093383,0.90167433,0.00007886638,0.0008225915,0.0021568674,0.00073433743,0.012099271,0.06183855,0.0010347983,0.00071806024,0.007585924],"study_design_scores_gemma":[0.00004363749,0.00042709682,0.9913675,0.000005964535,0.00019343763,0.00011181088,0.0010774077,0.00520078,0.0012645195,0.00007884904,0.00021045792,0.000018441928],"about_ca_topic_score_codex":0.019891387,"about_ca_topic_score_gemma":0.030326119,"teacher_disagreement_score":0.019891387,"about_ca_system_score_codex":0.0006926229,"about_ca_system_score_gemma":0.0009239211,"threshold_uncertainty_score":0.0395512},"labels":[],"label_agreement":null},{"id":"W4391069013","doi":"10.1016/b978-0-443-18515-1.00011-3","title":"Durability of buildings and building elements under a changing climate: A Canadian perspective","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Resilience (materials science); Climate change; Architectural engineering; Perspective (graphical); Environmental resource management; Component (thermodynamics); Function (biology); Engineering; Environmental planning; Business; Environmental science; Computer science; Ecology","score_opus":0.009609624906722323,"score_gpt":0.2316839146975441,"score_spread":0.22207428979082178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391069013","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":[0.026881471,0.23974477,0.007351618,0.015261028,0.0006812167,0.00004865519,0.00079715025,0.00006239632,0.70917165],"genre_scores_gemma":[0.39533043,0.29276815,0.0104629565,0.0010140634,0.00053340977,0.000043640888,0.0004802543,0.0001233075,0.29924384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990351,0.000060535498,0.000031008927,0.00009365519,0.0006093792,0.00017039043],"domain_scores_gemma":[0.9993401,0.000112196474,0.00004054816,0.0000349016,0.00037967056,0.00009256161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086138106,0.0010605732,0.0006758918,0.004237684,0.0045527457,0.00653907,0.0023430241,0.0014066409,0.011306023],"category_scores_gemma":[0.0013630366,0.0005209451,0.000515544,0.008154092,0.006232709,0.002752343,0.001213355,0.0015229224,0.00062890776],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038128102,0.000055869008,0.003251075,0.0005845495,0.0000279151,0.00031549527,0.0040482357,0.011249283,0.0015553477,0.6939736,0.034162156,0.25073832],"study_design_scores_gemma":[0.000004450399,0.000036032958,0.02439589,0.00073135685,0.00005392181,0.00031955214,0.006134314,0.00380736,0.0005795018,0.09827991,0.8655688,0.00008901028],"about_ca_topic_score_codex":0.9762562,"about_ca_topic_score_gemma":0.9892146,"teacher_disagreement_score":0.05656593,"about_ca_system_score_codex":0.05656593,"about_ca_system_score_gemma":0.04250417,"threshold_uncertainty_score":0.41041642},"labels":[],"label_agreement":null},{"id":"W4391126911","doi":"10.5194/egusphere-2023-3084-supplement","title":"Supplementary material to \"On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results\"","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Predictability; Turbulence; Environmental science; Atmospheric sciences; Statistical physics; Econometrics; Meteorology; Geography; Mathematics; Geology; Physics; Statistics","score_opus":0.017467489634876238,"score_gpt":0.23573698022483905,"score_spread":0.2182694905899628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391126911","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060721138,0.00016528185,0.030371463,0.00072620227,0.0017782578,0.00020453619,0.9239714,0.011464264,0.025246544],"genre_scores_gemma":[0.03199646,0.00029644312,0.026426949,0.0005136484,0.0007085495,0.0007375848,0.89514625,0.011601149,0.032572955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949133,0.00006979462,0.000045574507,0.00011008315,0.00019072468,0.00009237974],"domain_scores_gemma":[0.9967974,0.001415087,0.000157773,0.0006763672,0.00071102235,0.00024231194],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083596964,0.002213358,0.0011789022,0.0013836827,0.00062574376,0.001156545,0.002588815,0.0011739793,0.66589594],"category_scores_gemma":[0.005303882,0.000727412,0.0008765287,0.00221936,0.0002570106,0.0014965009,0.0012939533,0.0010886344,0.20679036],"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":[0.00023794711,0.00031956314,0.0005542998,0.00053554896,0.000071445145,0.0001003389,0.00003443579,0.0038022313,0.0024972984,0.0036739758,0.97266936,0.015503586],"study_design_scores_gemma":[0.0019112795,0.0005707882,0.018797925,0.0002689151,0.00015325155,0.0005435284,0.00019091755,0.08091683,0.033237077,0.050163258,0.8129232,0.00032303526],"about_ca_topic_score_codex":0.0054527437,"about_ca_topic_score_gemma":0.004974331,"teacher_disagreement_score":0.66589594,"about_ca_system_score_codex":0.000579014,"about_ca_system_score_gemma":0.0008579097,"threshold_uncertainty_score":0.47655886},"labels":[],"label_agreement":null},{"id":"W4391272208","doi":"10.48550/arxiv.2401.13860","title":"Performance-based ice engineering: a data-driven multi-scale approach","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Retrofitting; Storm; Hazard; Computer science; Scale (ratio); Damages; Natural hazard; Risk management; Environmental science; Risk analysis (engineering); Meteorology; Engineering; Structural engineering; Geography; Cartography; Business","score_opus":0.07605449418067826,"score_gpt":0.1800145833196891,"score_spread":0.10396008913901082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391272208","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":[0.029783895,0.0003381728,0.9660582,0.00025497767,0.000036202375,0.00007467467,0.00028147924,0.00048507354,0.002687358],"genre_scores_gemma":[0.8421996,0.00053004944,0.15435287,0.0000982945,0.00007964474,0.00017117674,0.00087687286,0.0001926858,0.0014988235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994849,0.000103469305,0.000026593498,0.00012907923,0.00018364323,0.00007233731],"domain_scores_gemma":[0.9991339,0.0003416991,0.00015047427,0.0001022257,0.00020087081,0.00007097253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009013175,0.0010960381,0.0009014626,0.001096389,0.00033754538,0.0015109853,0.0016361356,0.00095096184,0.0013401341],"category_scores_gemma":[0.002161537,0.00054490776,0.00095144584,0.0007984537,0.0006661304,0.0012700066,0.0016096644,0.001020901,0.00031573506],"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":[0.000013539283,0.000021427864,0.0009180448,0.000032400225,0.0000131431125,0.00005070846,0.000022648053,0.98548836,0.0010352174,0.0023921751,0.00025421687,0.009758069],"study_design_scores_gemma":[0.0000011974219,0.0000071081467,0.00015953305,0.0000029833618,0.0000025240024,0.0000066602443,0.000008404704,0.9978871,0.00018455363,0.001511712,0.00022487491,0.0000033443434],"about_ca_topic_score_codex":0.0057052686,"about_ca_topic_score_gemma":0.004334129,"teacher_disagreement_score":0.0057052686,"about_ca_system_score_codex":0.0008241589,"about_ca_system_score_gemma":0.00078399846,"threshold_uncertainty_score":0.011344135},"labels":[],"label_agreement":null},{"id":"W4391424898","doi":"10.1007/978-3-031-35471-7_26","title":"Aerodynamic Effects of Height-to-Width Aspect Ratio Variation in Tall Buildings—Numerical Study","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Aerodynamics; Variation (astronomy); Aspect ratio (aeronautics); Structural engineering; Materials science; Engineering; Aerospace engineering; Physics; Composite material; Astronomy","score_opus":0.003622019641845768,"score_gpt":0.190477702888305,"score_spread":0.18685568324645924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391424898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97985506,0.0005154205,0.012414264,0.000054409753,0.00004489663,0.000014494725,0.0000969537,0.00009630908,0.006908248],"genre_scores_gemma":[0.9983876,0.00008968574,0.00060889364,0.0000053462127,0.0000121050925,0.0000023638938,0.000026698808,0.000014490164,0.0008528843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982774,0.0000452185,0.0000059793683,0.000025633897,0.00004440077,0.000051009047],"domain_scores_gemma":[0.99940944,0.00040926234,0.000062973784,0.000036444417,0.000043055075,0.000038794882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022396426,0.000320495,0.00045451237,0.00027349603,0.00036616236,0.0005324422,0.00045927768,0.0006758831,0.0010187537],"category_scores_gemma":[0.0011074075,0.0002500551,0.00042969562,0.00053984276,0.000557138,0.0003741712,0.00038359244,0.00034684467,0.00018291012],"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":[0.0001198973,0.000108091466,0.005468868,0.000036718095,0.000021870872,0.0002682822,0.000077457815,0.9676774,0.016010642,0.0011366935,0.00040777016,0.0086662825],"study_design_scores_gemma":[0.000007484781,0.00012345397,0.012514023,0.0000048358015,0.000012367426,0.000078120655,0.00007738058,0.9848188,0.0018253287,0.00024314015,0.0002788094,0.000016120399],"about_ca_topic_score_codex":0.004591771,"about_ca_topic_score_gemma":0.0036833915,"teacher_disagreement_score":0.004591771,"about_ca_system_score_codex":0.0002479115,"about_ca_system_score_gemma":0.00018351052,"threshold_uncertainty_score":0.009130061},"labels":[],"label_agreement":null},{"id":"W4391424945","doi":"10.1007/978-3-031-35471-7_19","title":"Comparison Between Effects of Current Wind Turbine Design Loads and Downburst Loads","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Turbine; Current (fluid); Environmental science; Marine engineering; Meteorology; Engineering; Electrical engineering; Aerospace engineering; Physics","score_opus":0.014902517786804566,"score_gpt":0.2360150923829913,"score_spread":0.22111257459618672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391424945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665164,0.0005283049,0.006002801,0.00013333026,0.0001472588,0.000033711425,0.0005858551,0.00044512266,0.025607334],"genre_scores_gemma":[0.9933947,0.00015570284,0.0004832508,0.0000311589,0.000027285725,0.000009590382,0.00038695146,0.00012774038,0.0053836466],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996495,0.0000802766,0.000017730685,0.00005395394,0.00012547239,0.000073021256],"domain_scores_gemma":[0.9920259,0.0063879224,0.00019026441,0.00027130035,0.00087614916,0.00024834005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047699962,0.00044395126,0.00063901907,0.00055827474,0.00042507137,0.0007719465,0.00045849558,0.0006272114,0.008467818],"category_scores_gemma":[0.002969056,0.00023174472,0.00057395163,0.00053451676,0.00037468883,0.00089395355,0.00038265836,0.00047933674,0.0010968188],"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":[0.04049548,0.00198857,0.040902305,0.0020010269,0.00032987184,0.0020562853,0.0011656669,0.24253099,0.37608138,0.0039033892,0.009263567,0.27928144],"study_design_scores_gemma":[0.0010603997,0.016891647,0.47530168,0.00025194266,0.0017990471,0.0011857059,0.0029137738,0.15371542,0.32655555,0.0030965682,0.01704948,0.00017875465],"about_ca_topic_score_codex":0.0023158423,"about_ca_topic_score_gemma":0.003432565,"teacher_disagreement_score":0.008467818,"about_ca_system_score_codex":0.0005234186,"about_ca_system_score_gemma":0.00016512936,"threshold_uncertainty_score":0.028327703},"labels":[],"label_agreement":null},{"id":"W4391546659","doi":"10.1007/978-3-031-34027-7_16","title":"Computational Wind Load Evaluation and Aerodynamic Mitigation of Low-Rise Building with Complex Roof Geometry","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Low-rise; Roof; Aerodynamics; Architectural engineering; Wind engineering; Aerospace engineering; Geometry; Structural engineering; Environmental science; Engineering; Mathematics","score_opus":0.006815402072268648,"score_gpt":0.21283828473829614,"score_spread":0.20602288266602747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391546659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74820757,0.00049635756,0.20967183,0.00035149508,0.00013938392,0.00008840622,0.00035155707,0.0007265654,0.0399668],"genre_scores_gemma":[0.97887236,0.00008643074,0.016270626,0.000023527951,0.00003285603,0.0000316198,0.00013766867,0.00012279423,0.0044219964],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988353,0.00003790506,0.0000038251405,0.0000137562065,0.000034915385,0.000026063126],"domain_scores_gemma":[0.9995121,0.00031567222,0.00003180338,0.00003227207,0.000074271746,0.000033922137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002459839,0.0006515724,0.00083774026,0.000394244,0.0004956961,0.0008137321,0.00094053376,0.0008375722,0.004132131],"category_scores_gemma":[0.0010516499,0.00038025933,0.00050354167,0.00038154132,0.0004711238,0.0006103814,0.0006080058,0.0004648489,0.0003247184],"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":[0.00008938004,0.000051051058,0.00044958558,0.000030986543,0.000009762314,0.000056508696,0.000021675853,0.98920643,0.0014648486,0.00077755423,0.0003539539,0.007488243],"study_design_scores_gemma":[0.000003906141,0.000013129051,0.00017650943,0.0000014452365,0.0000019250726,0.0000041266203,0.000010553524,0.9993036,0.0002558807,0.00016201109,0.00006521558,0.0000017051425],"about_ca_topic_score_codex":0.00756931,"about_ca_topic_score_gemma":0.008700581,"teacher_disagreement_score":0.00756931,"about_ca_system_score_codex":0.00034193302,"about_ca_system_score_gemma":0.00060585566,"threshold_uncertainty_score":0.01505053},"labels":[],"label_agreement":null},{"id":"W4391679614","doi":"10.3390/buildings14020479","title":"Formulation of Separation Distance to Mitigate Wind-Induced Pounding of Tall Buildings","year":2024,"lang":"en","type":"article","venue":"Buildings","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":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Separation (statistics); Structural engineering; Engineering; Forensic engineering; Marine engineering; Environmental science; Aeronautics; Mathematics; Statistics","score_opus":0.012763345658090584,"score_gpt":0.27097129567335193,"score_spread":0.25820795001526137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391679614","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":[0.040173285,0.00038016262,0.9546408,0.000103569335,0.00004734881,0.00008773384,0.000056052493,0.000116842144,0.0043941746],"genre_scores_gemma":[0.80756396,0.0007877045,0.18740009,0.000054204294,0.00004611789,0.00026336403,0.0001473989,0.00008647955,0.0036507437],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979323,0.000053968128,0.000016361722,0.000034272707,0.00007425779,0.000027906275],"domain_scores_gemma":[0.9995577,0.00021613308,0.00006794174,0.000020501167,0.00011889492,0.000018883571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650179,0.0008544124,0.00071029627,0.000609965,0.00031527816,0.0008968816,0.0007480568,0.0008179176,0.002084002],"category_scores_gemma":[0.001746452,0.0003726748,0.00043616057,0.00040300968,0.00040433017,0.0009026927,0.0006964424,0.0006419659,0.00026502073],"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":[0.000029805686,0.000046312067,0.0005918511,0.00012487527,0.00001002077,0.00010045414,0.000042221698,0.96179736,0.0059143417,0.00835708,0.00032552233,0.022660175],"study_design_scores_gemma":[0.000003582522,0.00003359047,0.0001121113,0.000007652391,0.000004135043,0.00001659764,0.000017974058,0.99770856,0.00097043364,0.00074698287,0.0003747268,0.0000034948835],"about_ca_topic_score_codex":0.0026567893,"about_ca_topic_score_gemma":0.002808275,"teacher_disagreement_score":0.0026567893,"about_ca_system_score_codex":0.000507253,"about_ca_system_score_gemma":0.0010699247,"threshold_uncertainty_score":0.0069716573},"labels":[],"label_agreement":null},{"id":"W4391991236","doi":"10.32920/25262800","title":"Towards Safe Drone Transportation in Toronto","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computational fluid dynamics; Drone; Wind speed; Meteorology; Mean squared error; Downtown; Environmental science; Marine engineering; Computer science; Aerospace engineering; Engineering; Geography; Mathematics; Statistics","score_opus":0.009933583649387118,"score_gpt":0.2499344198940552,"score_spread":0.2400008362446681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391991236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.467071,0.019831374,0.15463428,0.026264388,0.0015992679,0.00044371732,0.00559212,0.0025830218,0.32198083],"genre_scores_gemma":[0.84409904,0.010864792,0.040800948,0.00042081237,0.00010233682,0.00008224735,0.003387547,0.00016602116,0.100076206],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997131,0.000033264878,0.000008446859,0.000033197026,0.00014983471,0.00006209893],"domain_scores_gemma":[0.9998153,0.000017777804,0.000014781657,0.0000143952975,0.00008704905,0.00005081435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030360985,0.00048968534,0.00016981977,0.0004060049,0.0019049123,0.002443002,0.00051584654,0.0007219597,0.0071051153],"category_scores_gemma":[0.00068087614,0.0003293357,0.00030599823,0.0006903855,0.00066062564,0.000996695,0.0009948782,0.0008159625,0.0010083042],"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":[0.00032102803,0.000118468946,0.046958983,0.0010086267,0.00009477515,0.0021176075,0.010788604,0.20086066,0.023549829,0.21309508,0.14693609,0.3541503],"study_design_scores_gemma":[0.00003954677,0.00015578467,0.043533884,0.00056778535,0.000054078617,0.00023976849,0.011641891,0.20530601,0.007902207,0.014191818,0.7162704,0.00009683246],"about_ca_topic_score_codex":0.9119069,"about_ca_topic_score_gemma":0.93787676,"teacher_disagreement_score":0.0880931,"about_ca_system_score_codex":0.013339575,"about_ca_system_score_gemma":0.014786478,"threshold_uncertainty_score":0.17722374},"labels":[],"label_agreement":null},{"id":"W4391991372","doi":"10.32920/25262800.v1","title":"Towards Safe Drone Transportation in Toronto","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computational fluid dynamics; Drone; Wind speed; Meteorology; Downtown; Mean squared error; Environmental science; Marine engineering; Aerodynamics; Aerospace engineering; Engineering; Geography; Mathematics; Statistics","score_opus":0.009933583649387118,"score_gpt":0.2499344198940552,"score_spread":0.2400008362446681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391991372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.467071,0.019831374,0.15463428,0.026264388,0.0015992679,0.00044371732,0.00559212,0.0025830218,0.32198083],"genre_scores_gemma":[0.84409904,0.010864792,0.040800948,0.00042081237,0.00010233682,0.00008224735,0.003387547,0.00016602116,0.100076206],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997131,0.000033264878,0.000008446859,0.000033197026,0.00014983471,0.00006209893],"domain_scores_gemma":[0.9998153,0.000017777804,0.000014781657,0.0000143952975,0.00008704905,0.00005081435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030360985,0.00048968534,0.00016981977,0.0004060049,0.0019049123,0.002443002,0.00051584654,0.0007219597,0.0071051153],"category_scores_gemma":[0.00068087614,0.0003293357,0.00030599823,0.0006903855,0.00066062564,0.000996695,0.0009948782,0.0008159625,0.0010083042],"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":[0.00032102803,0.000118468946,0.046958983,0.0010086267,0.00009477515,0.0021176075,0.010788604,0.20086066,0.023549829,0.21309508,0.14693609,0.3541503],"study_design_scores_gemma":[0.00003954677,0.00015578467,0.043533884,0.00056778535,0.000054078617,0.00023976849,0.011641891,0.20530601,0.007902207,0.014191818,0.7162704,0.00009683246],"about_ca_topic_score_codex":0.9119069,"about_ca_topic_score_gemma":0.93787676,"teacher_disagreement_score":0.0880931,"about_ca_system_score_codex":0.013339575,"about_ca_system_score_gemma":0.014786478,"threshold_uncertainty_score":0.17722374},"labels":[],"label_agreement":null},{"id":"W4392231584","doi":"10.1115/1.4064853","title":"Validation of a RANS Turbulence Model for a S833 Wind Turbine Airfoil With a Trailing Edge Flap Using Oil Visualization and Pressure Taps","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","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":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Airfoil; Reynolds-averaged Navier–Stokes equations; Trailing edge; Turbine; Turbulence; Marine engineering; Aerospace engineering; Geology; Mechanics; Engineering; Physics","score_opus":0.011602481066372813,"score_gpt":0.23017269421018652,"score_spread":0.2185702131438137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392231584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513732,0.00007987082,0.041593887,0.00017322361,0.000073877665,0.0001553042,0.00051475293,0.0011162282,0.0049197576],"genre_scores_gemma":[0.9913788,0.000024427014,0.007358839,0.000016925975,0.0000037123075,0.0000574778,0.00026772736,0.000043389664,0.0008488206],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979025,0.000050672013,0.000020505155,0.000033953525,0.00006591894,0.000038762206],"domain_scores_gemma":[0.9993594,0.00020791897,0.00006229609,0.0000751807,0.00023806495,0.000057096313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006917103,0.0008425733,0.00067050196,0.00038179406,0.0007150927,0.0008930095,0.0010390145,0.0011906583,0.001480869],"category_scores_gemma":[0.0012265262,0.00032825614,0.0007655414,0.00028103555,0.00062979735,0.00050773163,0.00047897614,0.0007086094,0.00038213452],"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":[0.00011397964,0.00011545116,0.0028177523,0.00003128748,0.000011618961,0.00014645941,0.000040527906,0.98638445,0.0061058057,0.0004774651,0.000256764,0.0034984502],"study_design_scores_gemma":[0.000010404265,0.000035281897,0.00032538798,0.0000023073508,0.0000013992748,0.0000041044923,0.000008029127,0.99858826,0.0009353228,0.000020866131,0.00006518182,0.0000034467405],"about_ca_topic_score_codex":0.04194227,"about_ca_topic_score_gemma":0.015947271,"teacher_disagreement_score":0.04194227,"about_ca_system_score_codex":0.00069181935,"about_ca_system_score_gemma":0.0014631156,"threshold_uncertainty_score":0.083396256},"labels":[],"label_agreement":null},{"id":"W4392585463","doi":"10.5194/egusphere-egu24-4829","title":"A one-dimensional urban flow model with an Eddy-diffusivity Mass-flux (EDMF) scheme and refined turbulent transport (MLUCM v3.0)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"University of Guelph","funders":"","keywords":"Eddy diffusion; Turbulence; Mass transport; Flux (metallurgy); Mechanics; Mass flux; Thermal diffusivity; Flow (mathematics); Large eddy simulation; Physics; Statistical physics; Meteorology; Environmental science; Materials science; Thermodynamics; Engineering physics","score_opus":0.016314680681590903,"score_gpt":0.22092620617939315,"score_spread":0.20461152549780226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392585463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4699148,0.00074030965,0.4688135,0.0008900413,0.0003446347,0.0008742046,0.011398207,0.0048245513,0.042199682],"genre_scores_gemma":[0.80867857,0.00040131295,0.17111684,0.00018771789,0.00007807981,0.0010472259,0.0061552087,0.00038822228,0.011946775],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984026,0.0000365926,0.000013322469,0.000040678093,0.000035378358,0.00003367049],"domain_scores_gemma":[0.9997471,0.000077448974,0.00004198522,0.000033554683,0.00006569857,0.00003431865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002994456,0.001040494,0.0010706884,0.00059988507,0.0006620283,0.0010549341,0.0020015903,0.0014227817,0.0040410627],"category_scores_gemma":[0.00057422795,0.0005397602,0.001027844,0.0007711278,0.0005484711,0.00061819295,0.000781279,0.0011337872,0.00063485175],"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":[0.000040756135,0.000074618074,0.0011492684,0.00003323882,0.000017897682,0.000054255528,0.00003608143,0.98845184,0.0018929954,0.0041648815,0.0009662621,0.0031179367],"study_design_scores_gemma":[0.000018091052,0.000010153882,0.00023685484,0.0000032039277,0.0000042234005,0.0000065350896,0.000007884086,0.99786085,0.0002859659,0.0004315595,0.0011271107,0.000007635719],"about_ca_topic_score_codex":0.024585074,"about_ca_topic_score_gemma":0.014753109,"teacher_disagreement_score":0.024585074,"about_ca_system_score_codex":0.00091549865,"about_ca_system_score_gemma":0.0013961118,"threshold_uncertainty_score":0.048883915},"labels":[],"label_agreement":null},{"id":"W4392601612","doi":"10.5194/egusphere-egu24-7011","title":"UrbanTALES: A comprehensive dataset of Urban Turbulent Airflow using systematic Large Eddy Simulations","year":2024,"lang":"en","type":"preprint","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Airflow; Turbulence; Large eddy simulation; Environmental science; Meteorology; Geography; Engineering; Mechanical engineering","score_opus":0.031681533977482315,"score_gpt":0.28556894683133205,"score_spread":0.25388741285384975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392601612","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58006316,0.0015889605,0.03386665,0.0008816138,0.0004585415,0.0003367893,0.35513577,0.011658386,0.016010148],"genre_scores_gemma":[0.59129435,0.00058987126,0.035539832,0.00028169417,0.00009659865,0.00041418427,0.36891842,0.0011560523,0.0017090976],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996822,0.00006316844,0.000034535697,0.00007498812,0.00009363554,0.000051461084],"domain_scores_gemma":[0.9995567,0.00012769243,0.00003561042,0.00010171425,0.000115006456,0.00006324351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004535736,0.0008641309,0.0007537787,0.00090676703,0.00038201924,0.0008826732,0.0013735808,0.0011944392,0.0019423309],"category_scores_gemma":[0.0014041555,0.00032696963,0.0011148124,0.001111187,0.0003677813,0.00078764756,0.0007073656,0.00092406804,0.0010251215],"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":[0.0003864736,0.00077567535,0.06324164,0.0011803906,0.00062510197,0.0007868108,0.0003068732,0.7558663,0.006691777,0.005136719,0.13527156,0.029730653],"study_design_scores_gemma":[0.00039114952,0.00012942807,0.046266824,0.00018552165,0.00009124343,0.00011445189,0.00036303705,0.8853273,0.0039968463,0.0033063632,0.05963487,0.0001929659],"about_ca_topic_score_codex":0.015070263,"about_ca_topic_score_gemma":0.03307225,"teacher_disagreement_score":0.015070263,"about_ca_system_score_codex":0.00046019448,"about_ca_system_score_gemma":0.000754608,"threshold_uncertainty_score":0.029965103},"labels":[],"label_agreement":null},{"id":"W4392681634","doi":"10.1088/2515-7655/ad331e","title":"Ambient wind conditions impact on energy requirements of an offshore direct air capture plant","year":2024,"lang":"en","type":"article","venue":"Journal of Physics Energy","topic":"Wind and Air Flow Studies","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":false,"ca_institutions":"University of Victoria","funders":"Pacific Institute for Climate Solutions","keywords":"Offshore wind power; Environmental science; Wind power; Marine engineering; Submarine pipeline; Meteorology; Engineering; Geography; Electrical engineering; Geotechnical engineering","score_opus":0.011568320005588757,"score_gpt":0.2536601999246382,"score_spread":0.24209187991904943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392681634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979061,0.000027108374,0.0006612269,0.0000134008815,0.000004898135,0.000009744469,0.00014835567,0.000023148663,0.0012060461],"genre_scores_gemma":[0.999318,0.000019229325,0.0001619084,0.0000027963338,7.612101e-7,0.0000046185914,0.000094805175,0.0000040214322,0.00039391816],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998697,0.000016826054,0.000006721515,0.00003055304,0.00004776914,0.000028381066],"domain_scores_gemma":[0.99986875,0.000053066015,0.000018152055,0.000008127909,0.000034952514,0.000016953107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010496883,0.00021809104,0.00025642267,0.00017834663,0.00042276087,0.0004575972,0.00015163401,0.00032189317,0.0017451646],"category_scores_gemma":[0.00022830132,0.0001241143,0.00019710211,0.00016629991,0.00013358002,0.00025332152,0.0001888511,0.00019261094,0.0003106801],"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":[0.0035357017,0.0007180005,0.25103936,0.0006074792,0.00013943388,0.006385076,0.0005130286,0.24748686,0.4141675,0.0005160542,0.0022064021,0.072685085],"study_design_scores_gemma":[0.00012552,0.0031528384,0.67246675,0.000047360343,0.000116349045,0.0006861396,0.0030829252,0.17832084,0.1374823,0.0004056572,0.0039945054,0.000118767675],"about_ca_topic_score_codex":0.0037949749,"about_ca_topic_score_gemma":0.008693519,"teacher_disagreement_score":0.0037949749,"about_ca_system_score_codex":0.00029654853,"about_ca_system_score_gemma":0.00018880772,"threshold_uncertainty_score":0.007545769},"labels":[],"label_agreement":null},{"id":"W4392715651","doi":"10.1063/5.0198291","title":"Effect of surface roughness on large-scale downburst-like impinging jets","year":2024,"lang":"en","type":"article","venue":"Physics of Fluids","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":"Ontario Tech University; McGill University; Western University","funders":"HORIZON EUROPE European Research Council; European Commission; Canada Foundation for Innovation","keywords":"Physics; Turbulence; Boundary layer; Mechanics; Maxima; Reynolds number; Meteorology; Thunderstorm; Turbulence kinetic energy; Jet (fluid); Wind speed; Surface roughness; Roughness length; Planetary boundary layer; Geometry; Wind profile power law","score_opus":0.006795799467806727,"score_gpt":0.24730012870814386,"score_spread":0.24050432924033713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392715651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992537,0.00009627761,0.00030864944,0.000005122551,0.0000061128794,0.0000067022916,0.000038773596,0.000009827802,0.00027486274],"genre_scores_gemma":[0.99960726,0.000048103444,0.00018899507,0.000006684769,0.000001314747,0.0000023446976,0.000051608105,0.0000044646886,0.00008920874],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997484,0.000033451237,0.000017315258,0.000037122256,0.000079467485,0.000084208594],"domain_scores_gemma":[0.9992736,0.0003039266,0.00010881574,0.00008714105,0.00013355965,0.00009300192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025951257,0.00023918986,0.00026730308,0.00022793048,0.00023212844,0.00054466346,0.00011501209,0.00023940798,0.0008082519],"category_scores_gemma":[0.00082062156,0.00013122035,0.0003210115,0.00014237782,0.00022353271,0.00021470935,0.00028938922,0.00030185474,0.00010986965],"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":[0.00069340563,0.00013773068,0.016663816,0.00006590202,0.0000301483,0.0001712168,0.00006084133,0.0043757767,0.97178304,0.000050572897,0.00007154286,0.005895994],"study_design_scores_gemma":[0.000043884662,0.0027201881,0.31505987,0.000025078685,0.00013662282,0.00017880018,0.0004355718,0.026000727,0.6543556,0.00006263262,0.0009356923,0.000045293553],"about_ca_topic_score_codex":0.00228706,"about_ca_topic_score_gemma":0.0016143626,"teacher_disagreement_score":0.00228706,"about_ca_system_score_codex":0.00016272755,"about_ca_system_score_gemma":0.00008484307,"threshold_uncertainty_score":0.0045475364},"labels":[],"label_agreement":null},{"id":"W4392908792","doi":"10.32920/25412752","title":"Wind Tunnel Testing on Low Rise Bunkie Structures and Its Application as Affordable Storm Shelters","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storm; Wind tunnel; Aerodynamics; Meteorology; Planetary boundary layer; Boundary layer; Environmental science; Wind speed; Wind engineering; Engineering; Turbulence; Geography; Aerospace engineering","score_opus":0.014812396498528,"score_gpt":0.23813876833563483,"score_spread":0.22332637183710682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392908792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829036,0.000015393367,0.00078007154,0.000009504403,0.0000033633928,0.00004622767,0.00009718448,0.00002316807,0.0007347076],"genre_scores_gemma":[0.9969927,0.000041917287,0.0017804614,0.0000042172805,5.365343e-7,0.000020676976,0.00014176148,0.000007136279,0.0010105743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957675,0.000035235884,0.000023146964,0.00004904635,0.00022569585,0.00009014073],"domain_scores_gemma":[0.9993338,0.00010996591,0.00006549391,0.00008457092,0.00031413132,0.000091949376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000690788,0.0003448994,0.0002081187,0.00040419627,0.0008786957,0.0003932326,0.0005122391,0.0003795484,0.0012065098],"category_scores_gemma":[0.0008222896,0.0002450709,0.0002519034,0.00035111426,0.0004504884,0.00031435315,0.000347954,0.00032591773,0.00013449093],"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":[0.0014256778,0.0016209013,0.18443075,0.0004891629,0.00005992718,0.0021859254,0.0055669514,0.08711857,0.6104496,0.0017129485,0.0019212731,0.10301828],"study_design_scores_gemma":[0.00023788853,0.010588696,0.589234,0.000216286,0.00008953224,0.00071927765,0.008916092,0.10170872,0.27598816,0.00032065512,0.011832522,0.00014812221],"about_ca_topic_score_codex":0.05608212,"about_ca_topic_score_gemma":0.19127923,"teacher_disagreement_score":0.05608212,"about_ca_system_score_codex":0.000792367,"about_ca_system_score_gemma":0.0014279711,"threshold_uncertainty_score":0.11151141},"labels":[],"label_agreement":null},{"id":"W4392909006","doi":"10.32920/25412752.v1","title":"Wind Tunnel Testing on Low Rise Bunkie Structures and Its Application as Affordable Storm Shelters","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storm; Wind tunnel; Aerodynamics; Meteorology; Planetary boundary layer; Environmental science; Boundary layer; Wind speed; Wind engineering; Engineering; Turbulence; Geography; Aerospace engineering","score_opus":0.014812396498528,"score_gpt":0.23813876833563483,"score_spread":0.22332637183710682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392909006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829036,0.000015393367,0.00078007154,0.000009504403,0.0000033633928,0.00004622767,0.00009718448,0.00002316807,0.0007347076],"genre_scores_gemma":[0.9969927,0.000041917287,0.0017804614,0.0000042172805,5.365343e-7,0.000020676976,0.00014176148,0.000007136279,0.0010105743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957675,0.000035235884,0.000023146964,0.00004904635,0.00022569585,0.00009014073],"domain_scores_gemma":[0.9993338,0.00010996591,0.00006549391,0.00008457092,0.00031413132,0.000091949376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000690788,0.0003448994,0.0002081187,0.00040419627,0.0008786957,0.0003932326,0.0005122391,0.0003795484,0.0012065098],"category_scores_gemma":[0.0008222896,0.0002450709,0.0002519034,0.00035111426,0.0004504884,0.00031435315,0.000347954,0.00032591773,0.00013449093],"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":[0.0014256778,0.0016209013,0.18443075,0.0004891629,0.00005992718,0.0021859254,0.0055669514,0.08711857,0.6104496,0.0017129485,0.0019212731,0.10301828],"study_design_scores_gemma":[0.00023788853,0.010588696,0.589234,0.000216286,0.00008953224,0.00071927765,0.008916092,0.10170872,0.27598816,0.00032065512,0.011832522,0.00014812221],"about_ca_topic_score_codex":0.05608212,"about_ca_topic_score_gemma":0.19127923,"teacher_disagreement_score":0.05608212,"about_ca_system_score_codex":0.000792367,"about_ca_system_score_gemma":0.0014279711,"threshold_uncertainty_score":0.11151141},"labels":[],"label_agreement":null},{"id":"W4392946505","doi":"10.1016/j.jweia.2024.105704","title":"Impact of upstream fetch on environmental wind engineering applications","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Southwest Jiaotong University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Fetch; Upstream (networking); Engineering; Marine engineering; Environmental science; Civil engineering; Geology; Oceanography; Telecommunications","score_opus":0.008348152502618712,"score_gpt":0.2088403533908277,"score_spread":0.200492200888209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392946505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97811425,0.00024087627,0.004280063,0.00011342946,0.00009433534,0.000044121545,0.00022912855,0.00015960642,0.016724162],"genre_scores_gemma":[0.99523574,0.00007493528,0.0004901726,0.000014016871,0.0000049763717,0.000006782093,0.00007412372,0.000018018594,0.004081234],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994228,0.000113663606,0.000018962442,0.00007766338,0.0001836208,0.00018337877],"domain_scores_gemma":[0.9983707,0.0007698894,0.00006426115,0.000119446806,0.00056954566,0.00010627517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689502,0.00040704582,0.0006232686,0.00082668057,0.0022909346,0.0013452044,0.00060433487,0.0011131294,0.014851791],"category_scores_gemma":[0.0023652024,0.0002668155,0.0005177228,0.0008257354,0.0006964537,0.0011369777,0.0009139312,0.0006936673,0.0016108918],"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":[0.007563728,0.0019925886,0.15446497,0.00079874415,0.00016503345,0.0062498013,0.0008384333,0.31168458,0.24069668,0.009249844,0.005321917,0.2609736],"study_design_scores_gemma":[0.00034016377,0.0063311984,0.4138992,0.00034702907,0.00053100236,0.000917664,0.005643837,0.25286016,0.29511508,0.006603546,0.017198617,0.00021250658],"about_ca_topic_score_codex":0.015521928,"about_ca_topic_score_gemma":0.048574734,"teacher_disagreement_score":0.015521928,"about_ca_system_score_codex":0.0010888387,"about_ca_system_score_gemma":0.0011010976,"threshold_uncertainty_score":0.049684167},"labels":[],"label_agreement":null},{"id":"W4393322865","doi":"10.1051/e3sconf/202450701009","title":"A Comparison of the Effects of Different Slopes on Building Reaction in Wind Zones","year":2024,"lang":"en","type":"article","venue":"E3S Web of Conferences","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":"Horizon College and Seminary","funders":"","keywords":"Geology; Environmental science","score_opus":0.015229283397059815,"score_gpt":0.2720368134348539,"score_spread":0.2568075300377941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393322865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998018,0.00003670707,0.00080316555,0.0000051688294,0.000006535745,0.000008936806,0.000060335038,0.000011938279,0.0010492131],"genre_scores_gemma":[0.99932265,0.000026713573,0.00025431594,0.0000032506443,9.855451e-7,0.0000049701644,0.00006266771,0.000004258864,0.00032023698],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970335,0.000069880036,0.00002263771,0.000036175195,0.000078329576,0.000089595545],"domain_scores_gemma":[0.99913764,0.00045180914,0.00009804563,0.00008569743,0.00014876573,0.00007801055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035145687,0.0003327854,0.00025329905,0.00040521016,0.00022431498,0.0004967701,0.0001999717,0.00039734112,0.0033796276],"category_scores_gemma":[0.0011925027,0.00015284658,0.0004968766,0.00025494225,0.0002595717,0.00019911553,0.0003609775,0.0002635638,0.00062418194],"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":[0.0061202273,0.0007191973,0.17870142,0.000539793,0.00026261585,0.0017759535,0.003070137,0.13588321,0.56990165,0.00096022605,0.00069737784,0.10136822],"study_design_scores_gemma":[0.00007074583,0.0057039065,0.8392452,0.00007716969,0.00017388683,0.000521514,0.0061554825,0.040121794,0.1053446,0.0005433365,0.001962142,0.00008023115],"about_ca_topic_score_codex":0.0018154813,"about_ca_topic_score_gemma":0.0023083263,"teacher_disagreement_score":0.0033796276,"about_ca_system_score_codex":0.00010889743,"about_ca_system_score_gemma":0.000115506016,"threshold_uncertainty_score":0.011305928},"labels":[],"label_agreement":null},{"id":"W4393503016","doi":"10.5281/zenodo.7258361","title":"Numerical Model Generated Halifax Test Scenes for EarthCARE Pre-launch Studies - Part 1: Atmospheric and Surface Properties","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":"Astrobiology; Test (biology); Environmental science; Surface (topology); Meteorology; Remote sensing; Atmospheric sciences; Geology; Aerospace engineering; Geography; Engineering; Physics; Mathematics; Geometry","score_opus":0.05486172175742394,"score_gpt":0.2510026559254414,"score_spread":0.19614093416801748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393503016","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14124489,0.00022555058,0.0068897107,0.0007095751,0.00036955927,0.00034117358,0.8277737,0.004781983,0.017663868],"genre_scores_gemma":[0.24530144,0.00011627774,0.013067519,0.00019087897,0.000049551873,0.00045244631,0.73658806,0.00067590433,0.003557921],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975914,0.000037885602,0.000012341414,0.000070590475,0.0000681465,0.000051810155],"domain_scores_gemma":[0.99954957,0.000060019906,0.000025823352,0.000065904445,0.0002466036,0.000051945968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038435785,0.0010481861,0.0006657714,0.0007188966,0.00047156436,0.000682142,0.0013075069,0.00075841707,0.011244476],"category_scores_gemma":[0.00074492075,0.00025725894,0.0006077781,0.0011583406,0.0002913245,0.0005033058,0.00034229475,0.00084232807,0.0036532327],"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":[0.0007584269,0.0005610147,0.028711997,0.00032599227,0.00021534265,0.00026362788,0.00013682712,0.43313533,0.004437044,0.0026945046,0.51314783,0.015612077],"study_design_scores_gemma":[0.00091893063,0.00011142398,0.04470878,0.000086905035,0.00006487642,0.00010589317,0.0003378853,0.834197,0.0059248377,0.002403526,0.111000896,0.00013903022],"about_ca_topic_score_codex":0.18262301,"about_ca_topic_score_gemma":0.19981478,"teacher_disagreement_score":0.817377,"about_ca_system_score_codex":0.002025876,"about_ca_system_score_gemma":0.0014086451,"threshold_uncertainty_score":0.36312008},"labels":[],"label_agreement":null},{"id":"W4393716138","doi":"10.5281/zenodo.7195668","title":"Numerical Model Generated Halifax Test Scenes for EarthCARE Pre-launch Studies - Part 1: Atmospheric and Surface Properties","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Meteorology; Remote sensing; Environmental science; Surface (topology); Astrobiology; Atmospheric sciences; Computer science; Geology; Geography; Geometry; Mathematics; Physics","score_opus":0.05486172175742394,"score_gpt":0.2510026559254414,"score_spread":0.19614093416801748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393716138","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14124489,0.00022555058,0.0068897107,0.0007095751,0.00036955927,0.00034117358,0.8277737,0.004781983,0.017663868],"genre_scores_gemma":[0.24530144,0.00011627774,0.013067519,0.00019087897,0.000049551873,0.00045244631,0.73658806,0.00067590433,0.003557921],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975914,0.000037885602,0.000012341414,0.000070590475,0.0000681465,0.000051810155],"domain_scores_gemma":[0.99954957,0.000060019906,0.000025823352,0.000065904445,0.0002466036,0.000051945968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038435785,0.0010481861,0.0006657714,0.0007188966,0.00047156436,0.000682142,0.0013075069,0.00075841707,0.011244476],"category_scores_gemma":[0.00074492075,0.00025725894,0.0006077781,0.0011583406,0.0002913245,0.0005033058,0.00034229475,0.00084232807,0.0036532327],"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":[0.0007584269,0.0005610147,0.028711997,0.00032599227,0.00021534265,0.00026362788,0.00013682712,0.43313533,0.004437044,0.0026945046,0.51314783,0.015612077],"study_design_scores_gemma":[0.00091893063,0.00011142398,0.04470878,0.000086905035,0.00006487642,0.00010589317,0.0003378853,0.834197,0.0059248377,0.002403526,0.111000896,0.00013903022],"about_ca_topic_score_codex":0.18262301,"about_ca_topic_score_gemma":0.19981478,"teacher_disagreement_score":0.817377,"about_ca_system_score_codex":0.002025876,"about_ca_system_score_gemma":0.0014086451,"threshold_uncertainty_score":0.36312008},"labels":[],"label_agreement":null},{"id":"W4393999866","doi":"10.5194/gmd-17-2525-2024","title":"A one-dimensional urban flow model with an eddy-diffusivity mass-flux (EDMF) scheme and refined turbulent transport (MLUCM v3.0)","year":2024,"lang":"en","type":"article","venue":"Geoscientific model development","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Cancer Institute; Australian Government; Climate Extremes; National Computational Infrastructure","keywords":"Eddy diffusion; Turbulence; Flux (metallurgy); Mass transport; Mass flux; Mechanics; Large eddy simulation; Flow (mathematics); Thermal diffusivity; Meteorology; Statistical physics; Physics; Turbulent diffusion; Environmental science; Materials science; Thermodynamics; Engineering physics","score_opus":0.017299594655806723,"score_gpt":0.20795927354585597,"score_spread":0.19065967889004926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393999866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68867385,0.00052612164,0.27713716,0.00065183133,0.0002253277,0.00040654853,0.0043864907,0.0026379894,0.025354723],"genre_scores_gemma":[0.9137295,0.00017597919,0.078794725,0.000090120666,0.00003524067,0.00030000802,0.0020803297,0.0001721067,0.0046218745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998443,0.000053068263,0.000010528845,0.000029902812,0.000030449699,0.000031791784],"domain_scores_gemma":[0.9996538,0.00013230219,0.000061213635,0.00004229406,0.00006822834,0.000042085645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039730323,0.0007722809,0.000752418,0.00042295898,0.00052456063,0.0008469603,0.0013694103,0.0012875752,0.002663968],"category_scores_gemma":[0.0007424619,0.0003955339,0.00077632884,0.0004525302,0.00047564934,0.00049478834,0.00061577343,0.0008182118,0.0003540058],"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":[0.000038504128,0.00005639993,0.0011565062,0.000020326546,0.000014706923,0.000040916977,0.000021665577,0.99264044,0.0011708745,0.0024188238,0.0003882876,0.0020326506],"study_design_scores_gemma":[0.000010412535,0.0000069860603,0.00015580829,0.0000017866796,0.0000019960232,0.0000029568569,0.00000327664,0.999178,0.00015837817,0.00015922687,0.00031802626,0.0000031630218],"about_ca_topic_score_codex":0.022634875,"about_ca_topic_score_gemma":0.014272075,"teacher_disagreement_score":0.022634875,"about_ca_system_score_codex":0.00082770205,"about_ca_system_score_gemma":0.001071025,"threshold_uncertainty_score":0.045006216},"labels":[],"label_agreement":null},{"id":"W4394028071","doi":"10.5281/zenodo.7195667","title":"Numerical Model Generated Halifax Test Scenes for EarthCARE Pre-launch Studies - Part 1: Atmospheric and Surface Properties","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Meteorology; Atmospheric sciences; Environmental science; Surface (topology); Astrobiology; Geology; Geography; Mathematics; Physics; Geometry; Paleontology","score_opus":0.05486172175742394,"score_gpt":0.2510026559254414,"score_spread":0.19614093416801748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394028071","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14124489,0.00022555058,0.0068897107,0.0007095751,0.00036955927,0.00034117358,0.8277737,0.004781983,0.017663868],"genre_scores_gemma":[0.24530144,0.00011627774,0.013067519,0.00019087897,0.000049551873,0.00045244631,0.73658806,0.00067590433,0.003557921],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975914,0.000037885602,0.000012341414,0.000070590475,0.0000681465,0.000051810155],"domain_scores_gemma":[0.99954957,0.000060019906,0.000025823352,0.000065904445,0.0002466036,0.000051945968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038435785,0.0010481861,0.0006657714,0.0007188966,0.00047156436,0.000682142,0.0013075069,0.00075841707,0.011244476],"category_scores_gemma":[0.00074492075,0.00025725894,0.0006077781,0.0011583406,0.0002913245,0.0005033058,0.00034229475,0.00084232807,0.0036532327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007584269,0.0005610147,0.028711997,0.00032599227,0.00021534265,0.00026362788,0.00013682712,0.43313533,0.004437044,0.0026945046,0.51314783,0.015612077],"study_design_scores_gemma":[0.00091893063,0.00011142398,0.04470878,0.000086905035,0.00006487642,0.00010589317,0.0003378853,0.834197,0.0059248377,0.002403526,0.111000896,0.00013903022],"about_ca_topic_score_codex":0.18262301,"about_ca_topic_score_gemma":0.19981478,"teacher_disagreement_score":0.817377,"about_ca_system_score_codex":0.002025876,"about_ca_system_score_gemma":0.0014086451,"threshold_uncertainty_score":0.36312008},"labels":[],"label_agreement":null},{"id":"W4394746286","doi":"10.62913/engj.v48i3.1012","title":"Design of Braced Frames in Open Buildings for Wind Loading","year":2011,"lang":"en","type":"article","venue":"Engineering Journal","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Western University","funders":"","keywords":"Bracing; Roof; Structural engineering; Engineering; Cladding (metalworking); Wind engineering; Braced frame; Low-rise; Geotechnical engineering; Frame (networking); Brace; Mechanical engineering; Materials science","score_opus":0.02889986962684478,"score_gpt":0.22847493098255164,"score_spread":0.19957506135570685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394746286","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8077989,0.00043657524,0.17930865,0.000043186592,0.00008826059,0.00038245623,0.00017996885,0.0003694151,0.011392572],"genre_scores_gemma":[0.95762396,0.00015874348,0.039613888,0.000010462492,0.00001134923,0.0001424177,0.00012747578,0.000052444233,0.0022592456],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996574,0.00005218879,0.000016992735,0.000040151226,0.00012516587,0.00010814893],"domain_scores_gemma":[0.9995815,0.000056713772,0.00007414273,0.000054918255,0.00013745096,0.000095210045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038424152,0.00074973324,0.00041958847,0.000623618,0.0004682649,0.00070545566,0.0008654111,0.00044736147,0.0023415722],"category_scores_gemma":[0.0007461285,0.0004318171,0.00020551497,0.00025484673,0.0005173708,0.0003912268,0.00047208628,0.00031435164,0.000648241],"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":[0.0018469938,0.0009458493,0.016899137,0.00058602897,0.000057018457,0.0012979545,0.0006785819,0.19958834,0.5554042,0.009712755,0.0016381398,0.21134512],"study_design_scores_gemma":[0.0010373441,0.012705095,0.11598418,0.0004647987,0.00029927352,0.0014320073,0.0020303046,0.43841875,0.3712079,0.008912171,0.047173474,0.00033463657],"about_ca_topic_score_codex":0.0014655245,"about_ca_topic_score_gemma":0.005794843,"teacher_disagreement_score":0.0023415722,"about_ca_system_score_codex":0.00027933926,"about_ca_system_score_gemma":0.00063494826,"threshold_uncertainty_score":0.007833302},"labels":[],"label_agreement":null},{"id":"W4394946624","doi":"10.1016/j.jweia.2024.105721","title":"Wind-comfort assessment in cities undergoing densification with high-rise buildings remediated by urban trees","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Bundesamt für Energie","keywords":"Architectural engineering; Environmental science; High rise; Civil engineering; Environmental planning; Engineering; Structural engineering","score_opus":0.008362980559437625,"score_gpt":0.19892902305712765,"score_spread":0.19056604249769002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394946624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989994,0.000013148733,0.00077018904,0.0000024631397,0.0000010480201,0.0000039346037,0.000022604905,0.000009614462,0.00017758139],"genre_scores_gemma":[0.99967945,0.00000994248,0.00022055356,6.8244725e-7,3.6546925e-7,0.0000018228486,0.000028586303,0.0000014502848,0.000057089925],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99987805,0.000028935528,0.0000072767666,0.000020586256,0.00003097731,0.00003413847],"domain_scores_gemma":[0.9998441,0.000037338923,0.000029945099,0.00002579106,0.00003772916,0.0000251304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024096845,0.0003482085,0.00028591865,0.00041898055,0.00031800804,0.0005286605,0.0002188286,0.00033034195,0.0005292232],"category_scores_gemma":[0.00034852454,0.00014908848,0.00030188294,0.0003689609,0.00031528148,0.00034930787,0.0003895801,0.00015395356,0.00010830786],"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":[0.0015576335,0.00044368263,0.31813592,0.00015694393,0.00015138673,0.0017958807,0.0013913488,0.5543149,0.08861503,0.0017064258,0.00036318944,0.031367674],"study_design_scores_gemma":[0.000048369646,0.00086579955,0.46845183,0.000028919825,0.00014584792,0.0002595394,0.0029626738,0.5008473,0.024705147,0.00078771514,0.0008304449,0.00006650288],"about_ca_topic_score_codex":0.004986891,"about_ca_topic_score_gemma":0.008024938,"teacher_disagreement_score":0.004986891,"about_ca_system_score_codex":0.00032223368,"about_ca_system_score_gemma":0.00021156578,"threshold_uncertainty_score":0.0099157095},"labels":[],"label_agreement":null},{"id":"W4395450333","doi":"10.2749/manchester.2024.1415","title":"The impact on structural embodied carbon of using loads obtained from wind tunnel testing vs code-based loads","year":2024,"lang":"en","type":"article","venue":"Report","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Eurocode; Wind tunnel; Structural engineering; Wind engineering; Reduction (mathematics); Engineering; Marine engineering; Environmental science; Aerospace engineering; Mathematics","score_opus":0.025339992686267434,"score_gpt":0.2824090941086202,"score_spread":0.2570691014223528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395450333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98789495,0.0001306558,0.0043037464,0.00006856351,0.000029631416,0.000039119175,0.0006472214,0.000091934235,0.0067941286],"genre_scores_gemma":[0.9948442,0.000083975276,0.003703713,0.00001579928,0.0000033688823,0.00002460346,0.00039682153,0.00004880306,0.0008787278],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969111,0.0010042493,0.00012910659,0.00023611003,0.0015484586,0.00017104122],"domain_scores_gemma":[0.9900261,0.00638422,0.00083134527,0.00080245,0.0018560446,0.000099894285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003630142,0.0010801279,0.00037346227,0.0013576942,0.00039602778,0.0016286349,0.00072636775,0.0011560466,0.0016604427],"category_scores_gemma":[0.010975844,0.00031131072,0.000516273,0.0020069832,0.0006359127,0.0011850682,0.0007237652,0.0005491174,0.0003956759],"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":[0.00847495,0.001793319,0.22571713,0.0012214064,0.0003716192,0.0012909545,0.0010591587,0.33179605,0.1397646,0.0027191343,0.002086012,0.2837056],"study_design_scores_gemma":[0.0002385687,0.013684306,0.5069849,0.0002745212,0.00033210355,0.00071363954,0.0027512182,0.2709613,0.1957754,0.002078708,0.0057916795,0.0004137181],"about_ca_topic_score_codex":0.011066085,"about_ca_topic_score_gemma":0.024452675,"teacher_disagreement_score":0.011066085,"about_ca_system_score_codex":0.00074737065,"about_ca_system_score_gemma":0.00042322362,"threshold_uncertainty_score":0.022003353},"labels":[],"label_agreement":null},{"id":"W4395480050","doi":"10.32604/fdmp.2024.050547","title":"Impact of Varying Blower Opening Degrees on Indoor Environment and Thermal Comfort","year":2024,"lang":"en","type":"article","venue":"Fluid dynamics & materials processing","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":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"China Scholarship Council","keywords":"Thermal comfort; Architectural engineering; Thermal; Environmental science; Automotive engineering; Marine engineering; Engineering; Meteorology; Physics","score_opus":0.00920215311941883,"score_gpt":0.24604479883683594,"score_spread":0.23684264571741712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395480050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982109,0.0001839801,0.00042321373,0.000016048336,0.00002020178,0.0000053722238,0.00013730988,0.0000303422,0.0009726733],"genre_scores_gemma":[0.9991247,0.00006726471,0.00020482685,0.000010865597,0.0000034469217,0.0000029635253,0.00008079844,0.000014899545,0.0004902681],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978,0.00003744186,0.000009610988,0.000049643342,0.000054878583,0.0000684555],"domain_scores_gemma":[0.9993137,0.00037588525,0.000050163217,0.00005272379,0.00009899032,0.00010852992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020335503,0.0003558626,0.00027494942,0.00020030374,0.00025389993,0.00046697626,0.00022903102,0.00024264731,0.0053885453],"category_scores_gemma":[0.0009212194,0.0001243421,0.00031602356,0.00015787221,0.00022894677,0.00042769813,0.0003550434,0.00027655522,0.00038086323],"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":[0.01585419,0.001603832,0.12396134,0.00067063345,0.00024530367,0.0012981112,0.0008619698,0.034724824,0.7149353,0.0005622542,0.0017688025,0.10351353],"study_design_scores_gemma":[0.00014776827,0.005933491,0.71777564,0.00007772121,0.00043271677,0.0005553655,0.002649875,0.016449682,0.25015536,0.00049230544,0.005181943,0.00014803429],"about_ca_topic_score_codex":0.00155704,"about_ca_topic_score_gemma":0.0021801642,"teacher_disagreement_score":0.0053885453,"about_ca_system_score_codex":0.00015232904,"about_ca_system_score_gemma":0.00016196193,"threshold_uncertainty_score":0.01802653},"labels":[],"label_agreement":null},{"id":"W4395702798","doi":"10.1016/j.apr.2024.102172","title":"Effect of urban street canyon aspect ratio on fire-induced air pollutants dispersion under cross wind","year":2024,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Science and Technology Support Plan for Youth Innovation of Colleges and Universities of Shandong Province of China; National Natural Science Foundation of China","keywords":"Street canyon; Canyon; Environmental science; Air pollutants; Pollutant; Dispersion (optics); Meteorology; Aspect ratio (aeronautics); Air pollution; Atmospheric sciences; Geography; Materials science; Geology; Chemistry; Cartography; Composite material; Physics","score_opus":0.021039891396970507,"score_gpt":0.32801377999721504,"score_spread":0.30697388860024455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395702798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995351,0.00003757131,0.00011275883,0.0000020946084,0.0000036492804,0.0000020529178,0.000032739295,0.000003626788,0.0002703974],"genre_scores_gemma":[0.9996879,0.000031880652,0.00006787301,0.000002531151,0.0000015197186,0.0000018779464,0.000045828347,0.000001515121,0.00015908237],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991524,0.000012306949,0.0000066522207,0.00002149379,0.000015139004,0.000029095301],"domain_scores_gemma":[0.99974555,0.00008538139,0.000042662916,0.000016445227,0.00005781509,0.00005219862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012202823,0.00017975477,0.00020350554,0.00019586677,0.00022371096,0.00029764356,0.00013116669,0.00014478726,0.0012452127],"category_scores_gemma":[0.00026603465,0.000112009584,0.00023781252,0.00021007871,0.00013474251,0.00015300962,0.00018024098,0.00018215651,0.00012285134],"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":[0.013332893,0.0011400933,0.38582358,0.000231422,0.0003249396,0.0009708235,0.00037578816,0.017223505,0.5502467,0.00036551474,0.00039241428,0.029572338],"study_design_scores_gemma":[0.0000462303,0.0014209345,0.8837934,0.000011509256,0.00022100807,0.00018349788,0.0006819786,0.013211967,0.09997487,0.000069845955,0.0003611126,0.000023642704],"about_ca_topic_score_codex":0.0034643814,"about_ca_topic_score_gemma":0.00501008,"teacher_disagreement_score":0.0034643814,"about_ca_system_score_codex":0.00014875334,"about_ca_system_score_gemma":0.0001593685,"threshold_uncertainty_score":0.0068883896},"labels":[],"label_agreement":null},{"id":"W4396237414","doi":"10.1061/jsendh.steng-12366","title":"Multiobjective Structural Layout Optimization of Tall Buildings Subjected to Dynamic Wind Loads","year":2024,"lang":"en","type":"article","venue":"Journal of Structural Engineering","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Structural engineering; Wind engineering; Computer science; Engineering","score_opus":0.0028544368549615782,"score_gpt":0.20968356427403115,"score_spread":0.20682912741906956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396237414","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":[0.3789043,0.0004875366,0.60965717,0.00012858355,0.000041672967,0.00007615911,0.00015623377,0.00033548413,0.010212751],"genre_scores_gemma":[0.9400391,0.0002003411,0.056574337,0.000022890463,0.000007344951,0.00009625672,0.00013483966,0.00006007414,0.0028647033],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998246,0.00006285484,0.000005712863,0.000023441844,0.00004945611,0.00003398618],"domain_scores_gemma":[0.9997968,0.000099715704,0.00003764464,0.000016607479,0.0000313849,0.00001791663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048938434,0.00079096865,0.00051217346,0.0005300165,0.0002528592,0.00058858324,0.00030934095,0.0006248102,0.0014361078],"category_scores_gemma":[0.000539247,0.00036556405,0.0006014721,0.00037496304,0.00028354686,0.00031945325,0.00050715194,0.00035323566,0.0001835541],"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":[0.000012437899,0.00001160645,0.00022657709,0.000018482377,0.000007752162,0.000032228363,0.000008780723,0.9926082,0.0024108302,0.00033150354,0.000056381643,0.0042752493],"study_design_scores_gemma":[0.0000032175703,0.00006437283,0.00040435602,0.0000039656206,0.0000055654677,0.000013053313,0.000019567276,0.9979907,0.0008535594,0.00038004734,0.0002577102,0.00000391253],"about_ca_topic_score_codex":0.0020256687,"about_ca_topic_score_gemma":0.0032132934,"teacher_disagreement_score":0.0020256687,"about_ca_system_score_codex":0.00035794475,"about_ca_system_score_gemma":0.00052848365,"threshold_uncertainty_score":0.0048042536},"labels":[],"label_agreement":null},{"id":"W4396524913","doi":"10.23977/jeis.2024.090201","title":"Advances and Application Prospects of Turbulence Models","year":2024,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Turbulence; Computer science; Physics; Mechanics","score_opus":0.003414691240434598,"score_gpt":0.22039734467837716,"score_spread":0.21698265343794257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396524913","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":[0.0205043,0.15792242,0.75109774,0.0058683483,0.0018085293,0.0001370337,0.00060485344,0.0014150718,0.060641717],"genre_scores_gemma":[0.4820844,0.2838401,0.2060425,0.0013124296,0.0034208084,0.00032031702,0.0018563163,0.00057980133,0.020543367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992316,0.00017925016,0.00007263029,0.00011840438,0.00032267428,0.000075420256],"domain_scores_gemma":[0.99950314,0.00017770211,0.000043414584,0.00007057011,0.0001653361,0.00003978949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086861354,0.0009050877,0.0009691475,0.0015839641,0.0005202854,0.0022433246,0.001585969,0.0010618187,0.0023305723],"category_scores_gemma":[0.0018071481,0.00040883312,0.0019033272,0.0014752413,0.0006981245,0.0035311866,0.0011934652,0.001906113,0.0011347266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009104075,0.00014109733,0.0058118156,0.0018652534,0.00018085062,0.00038499813,0.00041034384,0.16680957,0.006432287,0.49662745,0.017386688,0.30385864],"study_design_scores_gemma":[0.000027439566,0.00009995358,0.0015082143,0.00049231586,0.000108021486,0.0003646344,0.00020836665,0.62760466,0.0025827016,0.21470308,0.15218976,0.000110842346],"about_ca_topic_score_codex":0.0037644424,"about_ca_topic_score_gemma":0.0016573203,"teacher_disagreement_score":0.0037644424,"about_ca_system_score_codex":0.0010674807,"about_ca_system_score_gemma":0.0016716126,"threshold_uncertainty_score":0.007796526},"labels":[],"label_agreement":null},{"id":"W4396701198","doi":"10.11159/icsect24.162","title":"Estimating Limit State Capacities for OGS Building having different Multiplication Factor","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multiplication (music); Limit (mathematics); Factor (programming language); Computer science; State (computer science); Limit state design; Mathematics; Algorithm; Engineering; Structural engineering; Programming language; Mathematical analysis; Combinatorics","score_opus":0.00756297491653305,"score_gpt":0.20391531944633645,"score_spread":0.1963523445298034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396701198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830513,0.000041264422,0.015192911,0.0000084129615,0.0000022523218,0.000016340213,0.00033374713,0.00011849958,0.0012351626],"genre_scores_gemma":[0.9925972,0.000022591812,0.006709321,9.257308e-7,0.0000012044582,0.000013306726,0.00046043142,0.000010833778,0.00018406668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962366,0.000047961268,0.000027271764,0.00007268061,0.00015676914,0.000071618044],"domain_scores_gemma":[0.99839777,0.00071793335,0.00023541879,0.00026167533,0.0003077323,0.00007941388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593838,0.0005410366,0.00040175323,0.0030128104,0.00029251486,0.0006546052,0.00047398033,0.0005787061,0.0017573962],"category_scores_gemma":[0.003084925,0.00027495675,0.00067174184,0.0019924897,0.00037819435,0.0013502635,0.00060659094,0.00024048942,0.0003339263],"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":[0.0007525343,0.00016043292,0.35911477,0.0002815873,0.0001061979,0.00050177495,0.00083832303,0.46297863,0.041776568,0.004181478,0.0007124533,0.12859528],"study_design_scores_gemma":[0.00001741514,0.00034978025,0.31047925,0.000025387035,0.00008605508,0.00028730885,0.00076516205,0.66126376,0.022611182,0.0026403381,0.0013647645,0.00010960022],"about_ca_topic_score_codex":0.0068449476,"about_ca_topic_score_gemma":0.009924225,"teacher_disagreement_score":0.0068449476,"about_ca_system_score_codex":0.0006529444,"about_ca_system_score_gemma":0.0002985283,"threshold_uncertainty_score":0.013610184},"labels":[],"label_agreement":null},{"id":"W4396856510","doi":"10.1007/s11012-024-01810-5","title":"On the reliability of the dynamic terrain method to generate ABL winds for environmental applications","year":2024,"lang":"en","type":"article","venue":"Meccanica","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Terrain; Reliability (semiconductor); Computer science; Environmental science; Meteorology; Remote sensing; Reliability engineering; Geology; Engineering; Physics; Geography; Cartography","score_opus":0.007326827164304166,"score_gpt":0.2529085397220412,"score_spread":0.24558171255773703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396856510","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":[0.29309398,0.0012703099,0.6915952,0.001096524,0.00024196843,0.00012449613,0.00042523642,0.0010796187,0.011072656],"genre_scores_gemma":[0.90385514,0.0003471104,0.09370021,0.00007667903,0.00007830311,0.00004348679,0.00022630437,0.00033920092,0.0013336135],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869764,0.00068674464,0.00006147389,0.00014089319,0.00035829883,0.000054881206],"domain_scores_gemma":[0.9757943,0.019696394,0.00044099436,0.0014652016,0.0024863277,0.000116853436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003661549,0.00053420896,0.0004070008,0.00083587365,0.00066780054,0.0008873093,0.00096050743,0.0010522216,0.0027539688],"category_scores_gemma":[0.034086086,0.00029148927,0.00046118675,0.00065799593,0.000676154,0.0012285472,0.00065212627,0.0010042948,0.0005067424],"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":[0.0007950204,0.0001455089,0.01512223,0.00024271346,0.00012568425,0.00019730789,0.00026028452,0.8099463,0.013051104,0.008889952,0.0020603961,0.1491635],"study_design_scores_gemma":[0.000030560186,0.00005065649,0.0017902573,0.000020859883,0.00001619437,0.000033959343,0.00003783669,0.99292666,0.0034529096,0.0010298172,0.0005974166,0.000012816568],"about_ca_topic_score_codex":0.019527791,"about_ca_topic_score_gemma":0.011305249,"teacher_disagreement_score":0.019527791,"about_ca_system_score_codex":0.00038249878,"about_ca_system_score_gemma":0.00060025515,"threshold_uncertainty_score":0.038828254},"labels":[],"label_agreement":null},{"id":"W4396883668","doi":"10.1080/23754931.2024.2348597","title":"Revisiting tornado watch #211 - a spatial analysis of the May 31, 1985 tornadoes using present-day data for the state of Pennsylvania","year":2024,"lang":"en","type":"article","venue":"Papers in Applied Geography","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tornado; Geography; Census; Population; Outbreak; Meteorology; Evening; History; Demography; Cartography; Medicine; Sociology","score_opus":0.014917618414118377,"score_gpt":0.2517128475934888,"score_spread":0.2367952291793704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396883668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989465,0.0002925607,0.0008621936,0.00020329004,0.0000123500695,0.00002921089,0.0060769645,0.000035654517,0.0030226728],"genre_scores_gemma":[0.99011266,0.00038259942,0.0013919256,0.000022413136,0.000013423006,0.000020488476,0.0072145825,0.000008268089,0.00083357503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980134,0.000034366658,0.000015882231,0.000037135553,0.00007353106,0.00003782446],"domain_scores_gemma":[0.999206,0.00015094207,0.00020555213,0.000053995205,0.0003324187,0.000051034636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002739397,0.000120509365,0.00015331147,0.0020330022,0.0005207433,0.0005683082,0.00022976923,0.00012972098,0.000894052],"category_scores_gemma":[0.0012629715,0.000105988714,0.00019429225,0.0034000247,0.00018456217,0.0003932718,0.0005505211,0.00020195375,0.00018584545],"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":[0.00006250276,0.00004056828,0.95484483,0.000076046956,0.0000683766,0.0004870028,0.0023324094,0.0026199645,0.0006736077,0.0004788144,0.006614262,0.031701554],"study_design_scores_gemma":[0.000001827035,0.00002818825,0.9823433,0.000031950185,0.000020848975,0.00008722579,0.0074519543,0.0023319805,0.0002922165,0.00007242978,0.007331607,0.0000064559404],"about_ca_topic_score_codex":0.23578347,"about_ca_topic_score_gemma":0.49619564,"teacher_disagreement_score":0.23578347,"about_ca_system_score_codex":0.0008898011,"about_ca_system_score_gemma":0.000781107,"threshold_uncertainty_score":0.46882206},"labels":[],"label_agreement":null},{"id":"W4398238439","doi":"10.1038/s41597-024-03319-8","title":"Typical and extreme weather datasets for studying the resilience of buildings to climate change and heatwaves","year":2024,"lang":"en","type":"article","venue":"Scientific Data","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; National Research Council Canada","funders":"Energiteknologisk udviklings- og demonstrationsprogram; Fraunhofer-Gesellschaft; European Commission; U.S. Department of Energy","keywords":"Resilience (materials science); Extreme weather; Climate change; Climate extremes; Environmental science; Climatology; Extreme heat; Geography; Ecology; Geology; Biology","score_opus":0.1085341305823821,"score_gpt":0.3079705183688564,"score_spread":0.19943638778647432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398238439","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020381073,0.000083444946,0.0067852787,0.00024469342,0.00006673616,0.00012177463,0.96591103,0.0020558056,0.0043501947],"genre_scores_gemma":[0.04151398,0.00012625357,0.012923089,0.000061729086,0.000033012853,0.0005119481,0.94395137,0.00029059747,0.00058790576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990615,0.00020886923,0.0001535673,0.0001733381,0.0003015733,0.000101210535],"domain_scores_gemma":[0.9973465,0.0004948411,0.00036469827,0.00094943674,0.0006275753,0.00021706031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012432692,0.0008569905,0.0006275761,0.0014794905,0.00045300173,0.0008434107,0.0016320149,0.00095773133,0.00767183],"category_scores_gemma":[0.004131009,0.00037687385,0.0009020633,0.0045429,0.0002821411,0.001552003,0.0012246029,0.0010938976,0.003406554],"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":[0.0006177008,0.00045213962,0.0643553,0.0014701288,0.00041199417,0.00026303393,0.00047533048,0.19151819,0.0039192652,0.013892253,0.68075037,0.041874304],"study_design_scores_gemma":[0.00087671046,0.00024152586,0.18351728,0.00048490718,0.0001557698,0.00036026738,0.000832763,0.19503582,0.012052935,0.014788193,0.5913738,0.00027997096],"about_ca_topic_score_codex":0.0148526,"about_ca_topic_score_gemma":0.017221257,"teacher_disagreement_score":0.0148526,"about_ca_system_score_codex":0.00067689165,"about_ca_system_score_gemma":0.0010184495,"threshold_uncertainty_score":0.029532313},"labels":[],"label_agreement":null},{"id":"W4398851419","doi":"10.48550/arxiv.2405.14675","title":"Utilizing indicator functions with computational data to confirm nature of overlap in normal turbulent stresses: logarithmic or quarter-power","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; European Regional Development Fund; European Commission","keywords":"Logarithm; Quarter (Canadian coin); Turbulence; Power (physics); Mathematics; Statistical physics; Econometrics; Mechanics; Physics; Mathematical analysis; Geography; Thermodynamics","score_opus":0.046872496743347425,"score_gpt":0.2106398249763867,"score_spread":0.16376732823303927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398851419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74316144,0.00012614357,0.25027496,0.00019676374,0.000059360613,0.000042709875,0.0006819544,0.0013674546,0.0040893448],"genre_scores_gemma":[0.93533695,0.00006504345,0.06310967,0.00004038197,0.000010692169,0.000055445944,0.00061006687,0.00035928542,0.00041248198],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993106,0.00019554094,0.00006602922,0.0001120922,0.00023258784,0.00008317903],"domain_scores_gemma":[0.9935042,0.003723133,0.0005778041,0.0011303399,0.0008846614,0.00017971943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00358779,0.00070697936,0.00028307416,0.0016529661,0.0005157057,0.0012494434,0.0008165186,0.0006164197,0.0012770639],"category_scores_gemma":[0.017668655,0.00021638782,0.00033216286,0.0017250879,0.001084883,0.0017236598,0.00083505333,0.0014828446,0.00030804658],"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":[0.0033030566,0.0010195012,0.14625917,0.00058467983,0.0001493047,0.00081036374,0.0019682406,0.19582658,0.27753016,0.049387533,0.004025482,0.31913596],"study_design_scores_gemma":[0.000035290926,0.00019313957,0.045538146,0.00005416229,0.000023606914,0.0003107754,0.00022507507,0.80062807,0.1437884,0.007356861,0.0017537683,0.0000926002],"about_ca_topic_score_codex":0.001448112,"about_ca_topic_score_gemma":0.0012144228,"teacher_disagreement_score":0.00358779,"about_ca_system_score_codex":0.0005264894,"about_ca_system_score_gemma":0.00071023096,"threshold_uncertainty_score":0.018974304},"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":"W4399889477","doi":"10.18280/mmep.110605","title":"Integrating Numerical Simulation and Shrinkage Estimation Techniques for Solving Epidemiological Models: A Case Study on COVID-19","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Shrinkage; Coronavirus disease 2019 (COVID-19); Estimation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Epidemiology; Statistics; Mathematics; Virology; Medicine; Engineering; Outbreak; Pathology; Infectious disease (medical specialty)","score_opus":0.07506977535315286,"score_gpt":0.31236425067999635,"score_spread":0.2372944753268435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399889477","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":[0.19297242,0.00073332037,0.79431516,0.0016224019,0.0001314118,0.00018989899,0.00009008814,0.00022794878,0.009717429],"genre_scores_gemma":[0.69055456,0.00084027165,0.30473953,0.00013654421,0.0000751799,0.00015722963,0.0001121522,0.000053410786,0.0033312174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986234,0.00089876173,0.000059434075,0.0000911974,0.00023311538,0.000094138],"domain_scores_gemma":[0.9950606,0.0040167323,0.00020462928,0.00025687125,0.00035839586,0.00010280167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004361583,0.0005264166,0.00073090376,0.000713713,0.00067404046,0.0010728785,0.00091107894,0.0015469283,0.0011167757],"category_scores_gemma":[0.008327623,0.0002931645,0.0008576689,0.000694738,0.00095137145,0.0010051257,0.0013901712,0.0015670306,0.00018700317],"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":[0.00012216174,0.0002455036,0.008722463,0.00017771512,0.000053535205,0.0008373763,0.00042786906,0.8671228,0.0026077516,0.060257245,0.0011688018,0.05825674],"study_design_scores_gemma":[0.000015188515,0.00008318918,0.0004421215,0.000020457355,0.000010398395,0.000118115524,0.00015502142,0.9877379,0.0011324836,0.007620147,0.0026495114,0.000015495069],"about_ca_topic_score_codex":0.0062581156,"about_ca_topic_score_gemma":0.0059850886,"teacher_disagreement_score":0.0062581156,"about_ca_system_score_codex":0.0005842288,"about_ca_system_score_gemma":0.0011763957,"threshold_uncertainty_score":0.02306652},"labels":[],"label_agreement":null},{"id":"W4400097148","doi":"10.1061/jaeied.aeeng-1790","title":"Impact of Architectural Details on the Transmission of Airborne Pollutants between Flats in Residential High-Rise Buildings","year":2024,"lang":"en","type":"article","venue":"Journal of Architectural Engineering","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Environmental science; Pollutant; Architectural engineering; High rise; Transmission (telecommunications); Engineering; Civil engineering; Telecommunications; Structural engineering","score_opus":0.007303054725536945,"score_gpt":0.23189815594695917,"score_spread":0.22459510122142223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400097148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839216,0.000036951038,0.0010451041,0.000004581832,0.000002743187,0.0000036839797,0.000022352704,0.000015952273,0.00047639178],"genre_scores_gemma":[0.9996208,0.000023800743,0.00025061265,0.0000012655622,4.857162e-7,9.605715e-7,0.000018729763,0.0000023211348,0.00008108046],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997485,0.000066218054,0.000011170493,0.00004183998,0.00006474281,0.00006744017],"domain_scores_gemma":[0.9995646,0.00017747338,0.000090774985,0.000056572364,0.00006647031,0.000044029704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021314083,0.0004781231,0.0002633149,0.00029040052,0.00037330436,0.0007760452,0.00031721801,0.00037594305,0.0009515882],"category_scores_gemma":[0.0006070996,0.00026334226,0.00046193117,0.00027030206,0.00043639244,0.00031533558,0.00042624463,0.00026284083,0.00013800462],"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":[0.00059876894,0.00025798896,0.17921954,0.00015035323,0.00013891562,0.0011607526,0.0003426169,0.7237913,0.07304816,0.0009495079,0.0001782967,0.020163747],"study_design_scores_gemma":[0.0000369234,0.0013591562,0.36903897,0.000038126185,0.00020972223,0.00048555934,0.0013268348,0.602955,0.023154443,0.0004647995,0.0008359572,0.00009457295],"about_ca_topic_score_codex":0.0074347495,"about_ca_topic_score_gemma":0.010378936,"teacher_disagreement_score":0.0074347495,"about_ca_system_score_codex":0.0003226296,"about_ca_system_score_gemma":0.0003247747,"threshold_uncertainty_score":0.014782965},"labels":[],"label_agreement":null},{"id":"W4400180717","doi":"10.2139/ssrn.4881938","title":"Analysis of Urban Wind Conditions and Wildfire Smoke Dispersion for Downtown Montréal Using Computational Fluid Dynamics","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Downtown; Smoke; Dispersion (optics); Environmental science; Computational fluid dynamics; Meteorology; Geography; Mechanics; Physics; Archaeology","score_opus":0.00783619859366434,"score_gpt":0.24309105498668018,"score_spread":0.23525485639301585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400180717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719316,0.000039950246,0.0008839752,0.000048673795,0.000005710688,0.00001544629,0.00056416896,0.0000517595,0.0011971503],"genre_scores_gemma":[0.9973023,0.000039557544,0.0008927711,0.000007663966,0.0000030928568,0.000010079668,0.00055628543,0.00001799759,0.0011703732],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991345,0.000007075872,0.0000022966628,0.000019920488,0.000021487196,0.000035861325],"domain_scores_gemma":[0.99984133,0.000058111465,0.00001720677,0.000007927772,0.000049117334,0.000026333904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016670108,0.00047490405,0.0002903839,0.00072802824,0.00086675864,0.0008819355,0.0006427489,0.00043970818,0.0022312298],"category_scores_gemma":[0.0005137214,0.00026149256,0.00052427466,0.00088358746,0.00034260374,0.00034759325,0.00031046927,0.00039946876,0.00013132324],"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":[0.00045852372,0.0005502424,0.31850928,0.00007798045,0.00022723987,0.00059032586,0.00040545734,0.636685,0.012627494,0.001602431,0.0028154147,0.025450546],"study_design_scores_gemma":[0.000028651823,0.0000620543,0.24934928,0.000008215964,0.000050749837,0.000021568907,0.0004461244,0.74738944,0.0017728264,0.00015521588,0.00067615556,0.000039654915],"about_ca_topic_score_codex":0.9332142,"about_ca_topic_score_gemma":0.9391827,"teacher_disagreement_score":0.06678581,"about_ca_system_score_codex":0.0052757906,"about_ca_system_score_gemma":0.0038047002,"threshold_uncertainty_score":0.13435823},"labels":[],"label_agreement":null},{"id":"W4400194561","doi":"10.1038/s41598-024-65413-6","title":"Compounded wind gusts and maximum temperature via semiparametric copula in the risk assessments of power blackouts and air conditioning demands for major cities in Canada","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bivariate analysis; Copula (linguistics); Quantile; Univariate; Joint probability distribution; Statistics; Econometrics; Parametric statistics; Environmental science; Meteorology; Mathematics; Multivariate statistics; Climatology; Geography","score_opus":0.006228948968818836,"score_gpt":0.2323939367352597,"score_spread":0.22616498776644087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400194561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95888984,0.00021418431,0.03900757,0.0002335576,0.000009519244,0.0000384004,0.000497178,0.00007471031,0.0010352274],"genre_scores_gemma":[0.9974841,0.00006144787,0.001811524,0.000008619839,0.0000026271905,0.000006971729,0.00021870947,0.0000070244396,0.00039898517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995896,0.00010434966,0.00001689731,0.00009954398,0.00007921804,0.00011037572],"domain_scores_gemma":[0.999099,0.0003412162,0.0001445317,0.00006756502,0.00026399424,0.00008353772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012577729,0.0006809235,0.0004462775,0.0007342943,0.00033067312,0.0010384495,0.0010079027,0.0004099796,0.0006186312],"category_scores_gemma":[0.0031123266,0.00033291517,0.0007247063,0.0008422322,0.0005675115,0.00054576853,0.00073565973,0.00065017986,0.00006724796],"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":[0.00009169122,0.00004474622,0.07524397,0.000025817917,0.00014928314,0.00019305984,0.00016755839,0.9110541,0.00062598713,0.0032374712,0.00046713467,0.008699196],"study_design_scores_gemma":[0.00000290305,0.000010287652,0.0246934,0.0000042739352,0.000022464174,0.000014506422,0.00009962092,0.9741778,0.00013099096,0.0006806092,0.00015066213,0.000012489919],"about_ca_topic_score_codex":0.6233382,"about_ca_topic_score_gemma":0.51853484,"teacher_disagreement_score":0.37666178,"about_ca_system_score_codex":0.003699074,"about_ca_system_score_gemma":0.0039901645,"threshold_uncertainty_score":0.75776005},"labels":[],"label_agreement":null},{"id":"W4400284448","doi":"10.1016/j.jweia.2024.105811","title":"Experimentally estimating wind load coefficients for tornadoes – An alternative perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Western University","funders":"Western University","keywords":"Tornado; Wind engineering; Flow (mathematics); Turbulence; Range (aeronautics); Curvature; Environmental science; Computer science; Engineering; Meteorology; Structural engineering; Mechanics; Aerospace engineering; Mathematics; Physics","score_opus":0.017210141013790196,"score_gpt":0.25458959509818246,"score_spread":0.23737945408439226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400284448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9284714,0.00013673007,0.06616081,0.00008832369,0.00004433467,0.00014863793,0.0005201466,0.00041868995,0.004010948],"genre_scores_gemma":[0.98564714,0.00015545107,0.013532861,0.00002376286,0.000008957645,0.00008363537,0.00019992395,0.000026249836,0.00032221916],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949384,0.00011656081,0.000046821024,0.00009667286,0.00019666873,0.000049357164],"domain_scores_gemma":[0.99835724,0.00070744747,0.00018931834,0.00025439172,0.00044623535,0.000045418416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085777976,0.00043123728,0.0003611861,0.00068804756,0.0004991245,0.00081887876,0.00063686154,0.00047752692,0.001204727],"category_scores_gemma":[0.0033317949,0.0003373972,0.00018679893,0.00066132395,0.00058153045,0.0013071235,0.00047044933,0.00074048765,0.00030206202],"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":[0.0006565541,0.0010065214,0.13496815,0.0006203418,0.000082136205,0.0003161345,0.0013559334,0.052017763,0.731381,0.0031448947,0.00069349736,0.07375713],"study_design_scores_gemma":[0.00006374511,0.0025031853,0.18448292,0.000103665465,0.000088212706,0.00033888285,0.0017129657,0.15522654,0.6488161,0.001713759,0.004747265,0.00020275665],"about_ca_topic_score_codex":0.0021773041,"about_ca_topic_score_gemma":0.0038615526,"teacher_disagreement_score":0.0021773041,"about_ca_system_score_codex":0.00023699811,"about_ca_system_score_gemma":0.0003862412,"threshold_uncertainty_score":0.00453645},"labels":[],"label_agreement":null},{"id":"W4400364456","doi":"10.5194/ems2024-512","title":"Analysis of Turbulence Kinetic Energy Dynamics in Complex Terrain","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"University of Saskatchewan; University of Waterloo","funders":"","keywords":"Turbulence kinetic energy; Terrain; Geology; Turbulence; Ridge; Atmospheric sciences; Climatology; Meteorology; Geomorphology; Geography","score_opus":0.012491639121845699,"score_gpt":0.23832487424256332,"score_spread":0.22583323512071762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400364456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813265,0.000016032303,0.0015086485,0.000012520168,8.3373146e-7,0.0000038128424,0.00008614735,0.000014092141,0.00022535666],"genre_scores_gemma":[0.99926645,0.000013101334,0.000510728,0.0000016061852,6.6689256e-7,0.0000021179194,0.00011347991,0.0000026000641,0.00008926894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999509,0.000004662963,0.0000024665485,0.000010780739,0.000014078097,0.000017119542],"domain_scores_gemma":[0.99990916,0.00002778342,0.00001772315,0.000008031196,0.00002266968,0.000014552619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007458616,0.0001961015,0.00017605234,0.00045357662,0.00027103315,0.0005025398,0.0002303672,0.00017564892,0.00033617698],"category_scores_gemma":[0.00033819088,0.00012299341,0.00021047467,0.00051165646,0.00032920952,0.00020032475,0.00014528568,0.00013323566,0.000035233734],"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":[0.00011545273,0.00008435287,0.19929044,0.000025925325,0.00007293244,0.00031623113,0.00012311322,0.765776,0.022326112,0.0014634852,0.0002010093,0.010204918],"study_design_scores_gemma":[0.00000766937,0.00000946731,0.104441285,0.0000014669935,0.0000044005756,0.000016164322,0.000052689975,0.89460367,0.00055573555,0.0001931542,0.00010566429,0.00000855425],"about_ca_topic_score_codex":0.21908599,"about_ca_topic_score_gemma":0.15267648,"teacher_disagreement_score":0.21908599,"about_ca_system_score_codex":0.00093712576,"about_ca_system_score_gemma":0.00066724734,"threshold_uncertainty_score":0.43562156},"labels":[],"label_agreement":null},{"id":"W4400617979","doi":"10.22214/ijraset.2024.63613","title":"Wind-Induced Responses in Tall Buildings Using International Standards: A Review","year":2024,"lang":"en","type":"review","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Environmental science; Marine engineering; Engineering; Meteorology; Civil engineering; Geography","score_opus":0.11206559362665156,"score_gpt":0.4605409262099092,"score_spread":0.3484753325832577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400617979","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":[0.00028857007,0.9989079,0.00010754392,0.000095469455,0.000084741194,0.000006816582,0.00003291966,0.0000030069502,0.00047299406],"genre_scores_gemma":[0.0019128103,0.99768746,0.0001370217,0.000050021827,0.000054761895,0.000006680264,0.000032860597,0.0000011592495,0.000117278134],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994916,0.000090657624,0.000107577005,0.0000970986,0.00018852159,0.000024515695],"domain_scores_gemma":[0.9980374,0.0011760566,0.000326321,0.000041496045,0.00037994282,0.000038804996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013237565,0.00095422514,0.0015896851,0.0036194045,0.00028406747,0.0011342597,0.00089658215,0.0010071803,0.0029260768],"category_scores_gemma":[0.002318287,0.00040443445,0.0009515954,0.0040950296,0.00046635728,0.0013067699,0.0006110138,0.0007439556,0.0007035861],"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":[0.00006659022,0.000075641474,0.00075351435,0.10524366,0.00025498075,0.00010533717,0.00016667596,0.00081577775,0.0010631906,0.0028986018,0.008190714,0.88036525],"study_design_scores_gemma":[0.00001889319,0.00040776402,0.008063101,0.056535978,0.0013723439,0.0010981343,0.0005433515,0.00030876015,0.0016560954,0.0021445104,0.9277747,0.00007621134],"about_ca_topic_score_codex":0.0030017218,"about_ca_topic_score_gemma":0.004050379,"teacher_disagreement_score":0.0036194045,"about_ca_system_score_codex":0.00046817918,"about_ca_system_score_gemma":0.00214035,"threshold_uncertainty_score":0.009788692},"labels":[],"label_agreement":null},{"id":"W4400841397","doi":"10.1016/j.buildenv.2024.111848","title":"Numerical investigation of the blockage effect of trees on airflow distributions in a wind tunnel","year":2024,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Airflow; Wind tunnel; Environmental science; Meteorology; Computational fluid dynamics; Marine engineering; Mechanics; Engineering; Atmospheric sciences; Geology; Aerospace engineering; Geography; Physics; Mechanical engineering","score_opus":0.005827044293159604,"score_gpt":0.20257865943122327,"score_spread":0.19675161513806366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400841397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953295,0.000080136975,0.0021812876,0.000041907384,0.000012711305,0.00001109201,0.00009409705,0.00004318525,0.0022061297],"genre_scores_gemma":[0.9989869,0.00003474052,0.0005540637,0.0000056196727,0.0000035088185,0.0000047830326,0.000033272237,0.0000066785688,0.0003705145],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998907,0.000030137735,0.000006650097,0.000018510831,0.000021685235,0.00003223759],"domain_scores_gemma":[0.9989009,0.000732368,0.00009873149,0.000049933482,0.0001152416,0.000102760016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031779104,0.00032622204,0.0005475706,0.00048470142,0.00056553225,0.0005254596,0.00044250162,0.00085938565,0.0015641206],"category_scores_gemma":[0.0016945951,0.0003417535,0.0003506585,0.0005315441,0.0007387643,0.00051964057,0.000361898,0.0004279954,0.00009092023],"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":[0.00030992378,0.00020423226,0.007765119,0.00005537947,0.000025409905,0.00022591902,0.000087588836,0.9780286,0.009424181,0.0007653421,0.00020791766,0.0029003974],"study_design_scores_gemma":[0.000022629609,0.00008481998,0.0040057064,0.0000050233066,0.000008192151,0.000020790747,0.00004234224,0.99486876,0.00078400975,0.00007195407,0.00007711833,0.000008726597],"about_ca_topic_score_codex":0.013445878,"about_ca_topic_score_gemma":0.0074190474,"teacher_disagreement_score":0.013445878,"about_ca_system_score_codex":0.00040336407,"about_ca_system_score_gemma":0.0005262242,"threshold_uncertainty_score":0.026735246},"labels":[],"label_agreement":null},{"id":"W4401057028","doi":"10.1016/j.jobe.2024.110233","title":"Enhancing LES efficacy in wind load evaluation of low-rise buildings using synthesized inflow turbulence","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inflow; Low-rise; Turbulence; Environmental science; Wind engineering; Marine engineering; Meteorology; Structural engineering; Engineering; Physics","score_opus":0.014742420033276173,"score_gpt":0.25933233681149087,"score_spread":0.2445899167782147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401057028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644069,0.000092826966,0.03265732,0.00004514474,0.000027175633,0.000028313918,0.00008604057,0.00045993476,0.0021964295],"genre_scores_gemma":[0.9964014,0.000028908378,0.0032286344,0.0000061538635,0.000004789252,0.0000058564206,0.00004731247,0.00001755341,0.00025939106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997991,0.00007705112,0.0000134380625,0.000022416867,0.000060373583,0.000027558022],"domain_scores_gemma":[0.99918026,0.0004343097,0.000041524392,0.00006908866,0.00022729058,0.000047455913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053419237,0.0005225504,0.00047403385,0.00042211378,0.00028120523,0.00082972995,0.00032278683,0.0005106,0.0016723832],"category_scores_gemma":[0.0013144354,0.00015803082,0.00025166382,0.00030695222,0.00027821393,0.0007663132,0.0003855529,0.0002472963,0.00023393457],"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":[0.004656407,0.0014632436,0.046046454,0.0005875577,0.00010837053,0.00086243736,0.0007055478,0.4419402,0.32609355,0.0017421963,0.0011750632,0.17461893],"study_design_scores_gemma":[0.00004073817,0.0003311372,0.0081128515,0.000014427398,0.000027300694,0.00003226237,0.00015040406,0.9463332,0.04461125,0.00011182316,0.00021282282,0.0000217218],"about_ca_topic_score_codex":0.0015599041,"about_ca_topic_score_gemma":0.0017208764,"teacher_disagreement_score":0.0016723832,"about_ca_system_score_codex":0.00012431886,"about_ca_system_score_gemma":0.00018609459,"threshold_uncertainty_score":0.005594671},"labels":[],"label_agreement":null},{"id":"W4401155534","doi":"10.1016/j.buildenv.2024.111867","title":"CFD simulation of the wind flow under lift-up buildings using a porous approach","year":2024,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; CRC Health Group; Hydro-Québec; Ministère des relations internationales et de la Francophonie; Canada Research Chairs; Alliance de recherche numérique du Canada","keywords":"Computational fluid dynamics; CFD in buildings; Lift (data mining); Wind tunnel; Porosity; Marine engineering; Computer simulation; Environmental science; Engineering; Meteorology; Geotechnical engineering; Mechanics; Computer science; Aerospace engineering; Simulation; Geography; Physics","score_opus":0.01893852462707706,"score_gpt":0.23026036598659785,"score_spread":0.21132184135952078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401155534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8835613,0.00024408776,0.10012461,0.00018062038,0.00006733918,0.00007961585,0.00042837835,0.00028892688,0.015025166],"genre_scores_gemma":[0.9924655,0.000121802615,0.006115737,0.000012340027,0.000010516381,0.00002796559,0.00009866483,0.000013341109,0.001134157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998863,0.000024169936,0.0000075805415,0.000015094293,0.000033770186,0.000033134227],"domain_scores_gemma":[0.99977535,0.00012184279,0.000030894447,0.000015374071,0.000031208725,0.000025336198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016102032,0.00033223096,0.00035237562,0.00037779976,0.00054596836,0.0007583805,0.00031383926,0.0006492507,0.0007452442],"category_scores_gemma":[0.00054532575,0.00019915312,0.00040528065,0.0003645673,0.00085954374,0.00034492998,0.0005159213,0.00036007082,0.00011239765],"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":[0.000026970149,0.000019319436,0.0013421086,0.000013862258,0.000004881309,0.00010481155,0.000031902004,0.9918733,0.0030051102,0.0016772343,0.000066163535,0.001834221],"study_design_scores_gemma":[0.000007495855,0.000018104221,0.0007626769,0.0000038000915,0.0000021964254,0.00001548517,0.000018287958,0.99813026,0.00059675006,0.00028403968,0.00015517214,0.0000058720893],"about_ca_topic_score_codex":0.015338815,"about_ca_topic_score_gemma":0.006518116,"teacher_disagreement_score":0.015338815,"about_ca_system_score_codex":0.00040738125,"about_ca_system_score_gemma":0.00079649454,"threshold_uncertainty_score":0.030499041},"labels":[],"label_agreement":null},{"id":"W4401353587","doi":"10.1007/s13369-024-09371-1","title":"Large-Eddy Simulation of Turbulent Airflow and Pollutant Dispersion from a Ground-level Point-Source in a Model Urban Area","year":2024,"lang":"en","type":"article","venue":"Arabian Journal for Science and Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"North South University","keywords":"Turbulence; Large eddy simulation; Environmental science; Meteorology; Airflow; Canyon; Advection; Pollutant; Boundary layer; Wind tunnel; Mechanics; Dispersion (optics); Point source; Atmospheric dispersion modeling; Inflow; Wind speed; Geology; Physics; Air pollution; Chemistry; Geomorphology","score_opus":0.015337274126930728,"score_gpt":0.22669184207870646,"score_spread":0.21135456795177573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401353587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966164,0.000023127677,0.0014749112,0.00007415028,0.000013772498,0.000015353698,0.0001696935,0.00007605377,0.001536489],"genre_scores_gemma":[0.9984276,0.000015187475,0.0007774663,0.000011305527,0.0000039982747,0.0000104052815,0.00014327887,0.000009872994,0.0006008164],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998665,0.000036134104,0.000008452868,0.000028525441,0.000020235728,0.000040060637],"domain_scores_gemma":[0.9993274,0.00037053757,0.000051890613,0.000036494013,0.00008890998,0.00012472436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030911833,0.0005570212,0.00067559973,0.00041497167,0.0007948163,0.0008600988,0.0011319887,0.0016578789,0.0015509386],"category_scores_gemma":[0.0008617649,0.00043291552,0.00070167007,0.00058039173,0.00088070275,0.00060849596,0.00047119232,0.0008209168,0.0001324541],"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":[0.00021515627,0.00030471722,0.005748627,0.000020135287,0.000033348802,0.00014456373,0.000049441354,0.9902774,0.0015377376,0.0003978076,0.00020779432,0.0010632374],"study_design_scores_gemma":[0.000041987136,0.00004966562,0.002181037,0.0000017550152,0.0000068810514,0.000006077535,0.00003498124,0.9972817,0.00029741737,0.00005361036,0.000037890677,0.000007059746],"about_ca_topic_score_codex":0.07001872,"about_ca_topic_score_gemma":0.03872747,"teacher_disagreement_score":0.07001872,"about_ca_system_score_codex":0.0012109107,"about_ca_system_score_gemma":0.001077066,"threshold_uncertainty_score":0.13922232},"labels":[],"label_agreement":null},{"id":"W4401388761","doi":"10.3390/su16166757","title":"Governing Lateral Load on Tall Buildings in Canadian Regions","year":2024,"lang":"en","type":"article","venue":"Sustainability","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Sustainability; Context (archaeology); Structural load; Building design; Civil engineering; Wind engineering; Architectural engineering; Resilience (materials science); Engineering; Environmental resource management; Environmental science; Geography; Ecology","score_opus":0.00552642766935404,"score_gpt":0.23320207307267624,"score_spread":0.2276756454033222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401388761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897657,0.000035599325,0.0010410128,0.000033022414,0.0000023388623,0.000017723496,0.00029045474,0.000025419959,0.008788619],"genre_scores_gemma":[0.9988972,0.00003767097,0.00029857212,0.0000038746584,7.043503e-7,0.0000046868618,0.000102381266,0.000006035989,0.00064888294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962854,0.000019820909,0.000008483132,0.0000418603,0.00013804334,0.00016328454],"domain_scores_gemma":[0.99980587,0.000038616843,0.000025828815,0.000015586033,0.000084544496,0.000029618417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021509232,0.00043970734,0.0002545648,0.0009985579,0.0016770541,0.00092782994,0.00072735414,0.0003981884,0.0021145963],"category_scores_gemma":[0.00062688,0.0002056071,0.0004676362,0.0013612444,0.0010813758,0.00031258512,0.00064940506,0.00026333722,0.00014723018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021761324,0.00014706427,0.14945845,0.0001065734,0.00006942195,0.0010166648,0.0016557494,0.7687903,0.02629987,0.010477965,0.0015143256,0.040245924],"study_design_scores_gemma":[0.000023824294,0.0000999758,0.5623865,0.000038625425,0.000076603894,0.00019656507,0.0058011315,0.4185621,0.004699728,0.0023498102,0.005595529,0.00016955993],"about_ca_topic_score_codex":0.92817086,"about_ca_topic_score_gemma":0.96122515,"teacher_disagreement_score":0.07182914,"about_ca_system_score_codex":0.007541339,"about_ca_system_score_gemma":0.00620769,"threshold_uncertainty_score":0.14450425},"labels":[],"label_agreement":null},{"id":"W4401447559","doi":"10.1016/j.jweia.2024.105851","title":"Deterministic and constrained stochastic models of thunderstorm winds","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":"McGill University","funders":"","keywords":"Thunderstorm; Meteorology; Environmental science; Atmospheric sciences; Computer science; Geology; Geography","score_opus":0.017621004673076528,"score_gpt":0.20217544266439078,"score_spread":0.18455443799131424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401447559","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":[0.36704487,0.0010151403,0.6105528,0.0012789197,0.00023884347,0.00015399554,0.0021560844,0.0007018213,0.016857538],"genre_scores_gemma":[0.9789746,0.00047676402,0.008626991,0.000087356406,0.00007268144,0.0001181416,0.00074515375,0.00007461678,0.010823587],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993131,0.00015684903,0.000040807518,0.00020807538,0.00014245912,0.00013865701],"domain_scores_gemma":[0.9973773,0.0012876822,0.00057108764,0.0001432688,0.00044563922,0.00017508853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204155,0.000971515,0.0009891909,0.0006299693,0.0005450989,0.0015608416,0.002003178,0.0018369571,0.0023967354],"category_scores_gemma":[0.005123272,0.0008038369,0.0011781259,0.0006400315,0.0011466324,0.0012946775,0.0008577961,0.0012659252,0.00047016825],"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":[0.000011894582,0.000005727562,0.0005383878,0.000008265295,0.000010911241,0.000024259254,0.000016644653,0.9935023,0.00015467567,0.004963436,0.00015277382,0.00061061693],"study_design_scores_gemma":[0.000004109752,0.000004303501,0.00024695895,0.0000023906218,0.000003625937,0.0000052885225,0.000004246887,0.9981396,0.000028512997,0.0014573901,0.0000977964,0.000005742323],"about_ca_topic_score_codex":0.0446004,"about_ca_topic_score_gemma":0.01721435,"teacher_disagreement_score":0.0446004,"about_ca_system_score_codex":0.0012336781,"about_ca_system_score_gemma":0.0012221374,"threshold_uncertainty_score":0.08868158},"labels":[],"label_agreement":null},{"id":"W4401552971","doi":"10.5194/egusphere-2024-1655","title":"The importance of moist thermodynamics on neutral buoyancy height for plumes from anthropogenic sources","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"York University; Environment and Climate Change Canada","funders":"","keywords":"Buoyancy; Thermodynamics; Plume; Atmospheric sciences; Environmental science; Physics; Meteorology; Geophysics; Climatology; Geology","score_opus":0.01121604478872237,"score_gpt":0.24404412958547297,"score_spread":0.2328280847967506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401552971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97529423,0.00028502065,0.01972653,0.00017464251,0.000049331975,0.000038876587,0.0003024602,0.0002468248,0.003882133],"genre_scores_gemma":[0.9989717,0.00004594359,0.00074555044,0.000011143476,0.0000034258899,0.000006032066,0.00006717942,0.000015481397,0.0001334568],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999112,0.000013931878,0.0000068077898,0.000015593892,0.000029665016,0.000022815912],"domain_scores_gemma":[0.9997055,0.00012718611,0.000043653818,0.000026012649,0.000061066254,0.000036659232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031179935,0.0005320642,0.0002326143,0.00036351074,0.00034171162,0.00067287526,0.00041935095,0.00039637848,0.0009501925],"category_scores_gemma":[0.0014325059,0.00021058247,0.0005267371,0.00021574854,0.0005289203,0.0006586438,0.0006998866,0.00055167987,0.000120871424],"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":[0.000096655436,0.00010044079,0.024918046,0.000098763536,0.00005378034,0.00016929941,0.00006457839,0.9111949,0.052789122,0.0016348839,0.00020921284,0.008670342],"study_design_scores_gemma":[0.0000129644,0.000046494697,0.009510021,0.000006837971,0.000013222951,0.000015293565,0.000019115008,0.9825973,0.007367012,0.00023987656,0.00015525674,0.000016650209],"about_ca_topic_score_codex":0.02567545,"about_ca_topic_score_gemma":0.012486571,"teacher_disagreement_score":0.02567545,"about_ca_system_score_codex":0.0007780671,"about_ca_system_score_gemma":0.0007567555,"threshold_uncertainty_score":0.051051974},"labels":[],"label_agreement":null},{"id":"W4401581597","doi":"10.1063/5.0220266","title":"Coarse-graining characterization of the room flow circulations due to a fan-array wind generator","year":2024,"lang":"en","type":"article","venue":"Physics of Fluids","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":"University of New Brunswick","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Natural Science Foundation of China; Science and Technology Foundation of Shenzhen City","keywords":"Physics; Generator (circuit theory); Flow (mathematics); Granularity; Characterization (materials science); Mechanics; Aerospace engineering; Optics; Thermodynamics","score_opus":0.013964698954485776,"score_gpt":0.22630641409424776,"score_spread":0.212341715139762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401581597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9074633,0.000068616195,0.0891774,0.00006251969,0.000022615186,0.00004999553,0.00016755504,0.00048555795,0.0025024924],"genre_scores_gemma":[0.99119616,0.000023623372,0.008335031,0.000008318325,0.000002885996,0.000012999479,0.00012648207,0.000021009278,0.0002735076],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992836,0.0000071087757,0.0000044328845,0.000018342125,0.000022973993,0.00001880514],"domain_scores_gemma":[0.99978715,0.000083013714,0.0000337756,0.000029483323,0.00004018073,0.000026423388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015846507,0.00029354604,0.00020569768,0.00050996157,0.00027237812,0.00042191523,0.00020207779,0.00019448501,0.0010738648],"category_scores_gemma":[0.000544989,0.00014109617,0.00024048987,0.00020443615,0.0004558425,0.00039481907,0.00024483667,0.0003608208,0.00007724062],"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":[0.00029581398,0.00015372569,0.017578438,0.000096781754,0.000022306915,0.0003121251,0.00028826098,0.7986709,0.14275698,0.0032225994,0.0006723477,0.035929777],"study_design_scores_gemma":[0.000011996047,0.000046314362,0.0081144245,0.0000041938474,0.0000056361346,0.000018866098,0.000056559795,0.97925764,0.011684883,0.00046814047,0.0003166842,0.000014615801],"about_ca_topic_score_codex":0.0060954876,"about_ca_topic_score_gemma":0.00494189,"teacher_disagreement_score":0.0060954876,"about_ca_system_score_codex":0.0003825969,"about_ca_system_score_gemma":0.00041708926,"threshold_uncertainty_score":0.0121200085},"labels":[],"label_agreement":null},{"id":"W4401629549","doi":"10.1016/j.jweia.2024.105864","title":"Wind loading on gable and multi-span roof buildings: Comparison between field monitoring, wind tunnel experiments, and design code provisions","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Western University","funders":"","keywords":"Gable; Wind tunnel; Roof; Structural engineering; Span (engineering); Engineering; Field (mathematics); Wind engineering; Marine engineering; Geology; Aerospace engineering","score_opus":0.05058904284451249,"score_gpt":0.2761696383875923,"score_spread":0.2255805955430798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401629549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99952865,0.000019251345,0.00009613471,0.00000236781,8.600275e-7,0.000004512871,0.00007664973,0.000008255567,0.0002633555],"genre_scores_gemma":[0.9995741,0.000020141357,0.00015364622,0.0000012018807,5.2377146e-7,0.0000039740044,0.00010216838,0.0000035055346,0.00014076986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999826,0.000026142028,0.00001345294,0.00004173737,0.00006111894,0.000031555028],"domain_scores_gemma":[0.99944216,0.00015596829,0.00010211398,0.000062049425,0.00018398282,0.000053728858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003263191,0.00042342456,0.00037811144,0.0010171138,0.0005276826,0.00049165037,0.00031070437,0.0003772671,0.00074964354],"category_scores_gemma":[0.00062263035,0.00022708536,0.00021302947,0.0005537434,0.00033889204,0.00045775404,0.00024391749,0.00018638067,0.00015281045],"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":[0.0028540923,0.00057560223,0.7183155,0.00024580385,0.0001321363,0.00076931436,0.0018261193,0.022829195,0.20567034,0.00034342453,0.00043053995,0.046007987],"study_design_scores_gemma":[0.000015614445,0.0004706676,0.97819054,0.000014734673,0.000036006277,0.00008348621,0.00050746853,0.008779588,0.011570547,0.000031758707,0.00028533675,0.000014306991],"about_ca_topic_score_codex":0.018805016,"about_ca_topic_score_gemma":0.063138776,"teacher_disagreement_score":0.018805016,"about_ca_system_score_codex":0.0005592417,"about_ca_system_score_gemma":0.0002994824,"threshold_uncertainty_score":0.037391126},"labels":[],"label_agreement":null},{"id":"W4401631645","doi":"10.22215/etd/2024-16077","title":"Can Canadians Afford to Adapt to Climate Change? A Survey and Simulation Analysis of a Mid-Rise Archetype Building using Canada-Wide Extreme Weather Events","year":2024,"lang":"en","type":"dissertation","venue":"","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":"Extreme weather; Climate change; Resilience (materials science); Polling; Psychological resilience; Adaptation (eye); Upgrade; Environmental science; Environmental resource management; Meteorology; Architectural engineering; Engineering; Geography; Computer science","score_opus":0.044826233950541146,"score_gpt":0.28592947322663176,"score_spread":0.24110323927609062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401631645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95920134,0.0010956271,0.0011914596,0.001214047,0.000013094212,0.00006700059,0.0036006528,0.000057300607,0.033559434],"genre_scores_gemma":[0.99192446,0.0017138793,0.0009940953,0.00010859791,0.000002626397,0.000017546847,0.0017666401,0.000021945236,0.0034503362],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921453,0.00004886208,0.000012196197,0.000041276835,0.0003585631,0.00032466],"domain_scores_gemma":[0.99931586,0.0000609381,0.000056444915,0.000023074854,0.00040081152,0.00014277753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000475231,0.0002713258,0.00032120617,0.00095459574,0.0023040967,0.0020668998,0.00081942126,0.00048015278,0.002713123],"category_scores_gemma":[0.0013001232,0.00024000634,0.0005165455,0.0055628247,0.0007599102,0.00065601885,0.00069548126,0.00048416993,0.0002505859],"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":[0.0007570699,0.0003379732,0.71070284,0.0005620312,0.00033951417,0.0009252226,0.011762565,0.047651503,0.003924873,0.01121845,0.024471449,0.18734646],"study_design_scores_gemma":[0.000025736428,0.00012912026,0.8701792,0.00019653223,0.00012365014,0.00010553796,0.03485178,0.014377878,0.0008152096,0.00062280736,0.07849731,0.00007531446],"about_ca_topic_score_codex":0.9906584,"about_ca_topic_score_gemma":0.9965599,"teacher_disagreement_score":0.019893052,"about_ca_system_score_codex":0.019893052,"about_ca_system_score_gemma":0.024864268,"threshold_uncertainty_score":0.14433485},"labels":[],"label_agreement":null},{"id":"W4401733010","doi":"10.1016/j.jweia.2024.105865","title":"Streamline curvature effects generated by tornado-like flows on the aerodynamics of a low-rise structure","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":"Tornado; Aerodynamics; Curvature; Mechanics; Structural engineering; Geology; Aerospace engineering; Low-rise; Physics; Engineering; Geometry; Meteorology; Mathematics","score_opus":0.004775142453857627,"score_gpt":0.17827091239640178,"score_spread":0.17349576994254415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401733010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979134,0.000023823713,0.0015300693,0.000005030426,0.000004529722,0.000008055935,0.000038703092,0.000047285852,0.00042906802],"genre_scores_gemma":[0.99953794,0.000010129671,0.00032280124,0.0000018960638,0.0000012463327,0.0000020952718,0.000040976138,0.0000063799303,0.000076566794],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984086,0.000021387872,0.0000067455944,0.000029101295,0.000054990687,0.00004693623],"domain_scores_gemma":[0.99963593,0.00011376561,0.00007924415,0.000055407665,0.000065352964,0.00005036239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014883393,0.0003919151,0.00025256837,0.00034950406,0.0002781129,0.00034660584,0.00018671025,0.00022170707,0.0008014205],"category_scores_gemma":[0.00064086885,0.00019280793,0.00025084766,0.00017264693,0.0003852645,0.00020685811,0.00035112363,0.00030965518,0.00015089683],"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":[0.0010071509,0.00019788957,0.07416391,0.00015589726,0.00009047879,0.0019526067,0.00070941297,0.081036165,0.80900973,0.00038895948,0.00033905337,0.030948741],"study_design_scores_gemma":[0.00005227241,0.0013924873,0.6932219,0.000025499457,0.000082852974,0.00093490566,0.00057261315,0.14121102,0.16067287,0.0001940678,0.0015540854,0.00008543883],"about_ca_topic_score_codex":0.0010969887,"about_ca_topic_score_gemma":0.0016298519,"teacher_disagreement_score":0.0010969887,"about_ca_system_score_codex":0.00025930803,"about_ca_system_score_gemma":0.00014122848,"threshold_uncertainty_score":0.002681017},"labels":[],"label_agreement":null},{"id":"W4401933558","doi":"10.1016/j.scs.2024.105773","title":"High-resolution regional climate–CFD integrated modelling to inform climate responsive design of northern buildings in a changing climate","year":2024,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Wind Energy Institute of Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Environmental science; Climate model; Computational fluid dynamics; Climate change; Climatology; Environmental resource management; Engineering; Geology; Aerospace engineering; Oceanography","score_opus":0.012588084059245146,"score_gpt":0.22155207084384598,"score_spread":0.20896398678460085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401933558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66693616,0.00093116256,0.29224184,0.0009491289,0.00023537347,0.0002386607,0.002779026,0.002097581,0.033591043],"genre_scores_gemma":[0.9511725,0.00029077264,0.045684256,0.000057233057,0.000017409495,0.00010144846,0.00086322933,0.00016103355,0.0016520804],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997663,0.00006667968,0.000013467335,0.00003878838,0.00007048785,0.000044398043],"domain_scores_gemma":[0.99970394,0.00011027596,0.000026301223,0.000059323196,0.00006841491,0.000031703432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005305823,0.00057779346,0.00063278305,0.00046433476,0.0005855757,0.0016445285,0.0007701052,0.0011521857,0.0024667424],"category_scores_gemma":[0.0010344189,0.00041440557,0.0011178491,0.00050244614,0.000428296,0.0008848373,0.0010188983,0.00084491126,0.0005200858],"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":[0.000025335661,0.00003208625,0.004989292,0.000053232157,0.000024075509,0.00007310241,0.00009704605,0.9839972,0.0026087568,0.0012678799,0.00038642218,0.006445596],"study_design_scores_gemma":[0.000008400053,0.000015156737,0.0014974636,0.000014935891,0.000011158272,0.000015455278,0.00008957245,0.99524164,0.0006624688,0.00072961475,0.0016994195,0.000014709128],"about_ca_topic_score_codex":0.024568236,"about_ca_topic_score_gemma":0.03754004,"teacher_disagreement_score":0.024568236,"about_ca_system_score_codex":0.00092333625,"about_ca_system_score_gemma":0.0016412563,"threshold_uncertainty_score":0.048850477},"labels":[],"label_agreement":null},{"id":"W4401944790","doi":"10.2139/ssrn.4937577","title":"Validation of urban airflow measurements through a combined field test and wind tunnel study","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wind tunnel; Airflow; Field (mathematics); Environmental science; Meteorology; Marine engineering; Engineering; Aerospace engineering; Physics; Mechanical engineering; Mathematics","score_opus":0.017072968387336417,"score_gpt":0.24699052614320818,"score_spread":0.22991755775587178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401944790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813379,0.000050062685,0.016079111,0.000020561287,0.00003713526,0.00014405759,0.0006497855,0.0003338122,0.0013475872],"genre_scores_gemma":[0.99187887,0.000030753876,0.006797263,0.000016520278,0.000006658456,0.00012750046,0.0005929133,0.000023879187,0.00052575744],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909294,0.00026747817,0.000068388435,0.00021365364,0.00024667603,0.000110938076],"domain_scores_gemma":[0.998738,0.00032637763,0.000092159964,0.0002431055,0.00051451055,0.00008589442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013914825,0.0009853184,0.00065096637,0.000729103,0.0005792839,0.00049973483,0.0006993392,0.000933731,0.0011061961],"category_scores_gemma":[0.0009694105,0.0002392243,0.00040105794,0.0005591817,0.00039826927,0.00076986605,0.00045341277,0.00033819812,0.00051132153],"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":[0.0021419378,0.0042915833,0.092070885,0.0004073219,0.00018474231,0.0003892459,0.0006536218,0.031545114,0.80067205,0.0003204432,0.0010856095,0.06623741],"study_design_scores_gemma":[0.00074676925,0.01845142,0.3663235,0.00013221952,0.00045110757,0.00080208457,0.0014306172,0.16522102,0.4393727,0.00039984504,0.0064928746,0.0001759403],"about_ca_topic_score_codex":0.0027441198,"about_ca_topic_score_gemma":0.0059450353,"teacher_disagreement_score":0.0027441198,"about_ca_system_score_codex":0.0002121419,"about_ca_system_score_gemma":0.0006313427,"threshold_uncertainty_score":0.0073589683},"labels":[],"label_agreement":null},{"id":"W4402186100","doi":"10.32920/26871442","title":"Wind Tunnel Testing of Buildings Subjected to Atmospheric Wind Loads And Thunderstorm Gust Fronts","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thunderstorm; Meteorology; Wind tunnel; Environmental science; Wind engineering; Wind speed; Wind shear; Atmospheric sciences; Engineering; Geology; Aerospace engineering; Geography","score_opus":0.018067742325331395,"score_gpt":0.22691659163843939,"score_spread":0.208848849313108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402186100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986135,0.000014762932,0.0010257093,0.0000047208205,0.00000821764,0.000017377179,0.000080567945,0.000030917014,0.00020428654],"genre_scores_gemma":[0.99781054,0.00003623914,0.0014863524,0.0000067147002,0.0000018808714,0.000018785275,0.00011305831,0.0000062266395,0.0005203299],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999706,0.000037798636,0.000024136096,0.00004225611,0.00012490331,0.00006490609],"domain_scores_gemma":[0.9992472,0.0002025575,0.00008486356,0.00008237041,0.00027657326,0.000106518106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005654543,0.00044351915,0.000222438,0.00035556045,0.00034413018,0.00019690038,0.00030994936,0.00033714512,0.0013913965],"category_scores_gemma":[0.0006007883,0.0001720258,0.00028558465,0.00020697372,0.00025069393,0.00020078542,0.0003178798,0.00026927114,0.00015469594],"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":[0.0014897129,0.000992551,0.030751344,0.00027486702,0.000058440415,0.0010338896,0.0013486996,0.022821043,0.9190131,0.00023805894,0.0004432076,0.021535084],"study_design_scores_gemma":[0.00012232082,0.018603625,0.22602172,0.0001272297,0.000112370326,0.00054420705,0.0023665985,0.07552833,0.6747518,0.00018793381,0.0015423134,0.00009147045],"about_ca_topic_score_codex":0.0011681942,"about_ca_topic_score_gemma":0.0028501127,"teacher_disagreement_score":0.0013913965,"about_ca_system_score_codex":0.000110036985,"about_ca_system_score_gemma":0.00016618324,"threshold_uncertainty_score":0.0046547055},"labels":[],"label_agreement":null},{"id":"W4402186180","doi":"10.32920/26871442.v1","title":"Wind Tunnel Testing of Buildings Subjected to Atmospheric Wind Loads And Thunderstorm Gust Fronts","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Toronto Metropolitan University; Western University","funders":"","keywords":"Wind tunnel; Thunderstorm; Environmental science; Meteorology; Wind engineering; Wind speed; Atmospheric sciences; Engineering; Geology; Aerospace engineering; Geography","score_opus":0.018067742325331395,"score_gpt":0.22691659163843939,"score_spread":0.208848849313108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402186180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986135,0.000014762932,0.0010257093,0.0000047208205,0.00000821764,0.000017377179,0.000080567945,0.000030917014,0.00020428654],"genre_scores_gemma":[0.99781054,0.00003623914,0.0014863524,0.0000067147002,0.0000018808714,0.000018785275,0.00011305831,0.0000062266395,0.0005203299],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999706,0.000037798636,0.000024136096,0.00004225611,0.00012490331,0.00006490609],"domain_scores_gemma":[0.9992472,0.0002025575,0.00008486356,0.00008237041,0.00027657326,0.000106518106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005654543,0.00044351915,0.000222438,0.00035556045,0.00034413018,0.00019690038,0.00030994936,0.00033714512,0.0013913965],"category_scores_gemma":[0.0006007883,0.0001720258,0.00028558465,0.00020697372,0.00025069393,0.00020078542,0.0003178798,0.00026927114,0.00015469594],"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":[0.0014897129,0.000992551,0.030751344,0.00027486702,0.000058440415,0.0010338896,0.0013486996,0.022821043,0.9190131,0.00023805894,0.0004432076,0.021535084],"study_design_scores_gemma":[0.00012232082,0.018603625,0.22602172,0.0001272297,0.000112370326,0.00054420705,0.0023665985,0.07552833,0.6747518,0.00018793381,0.0015423134,0.00009147045],"about_ca_topic_score_codex":0.0011681942,"about_ca_topic_score_gemma":0.0028501127,"teacher_disagreement_score":0.0013913965,"about_ca_system_score_codex":0.000110036985,"about_ca_system_score_gemma":0.00016618324,"threshold_uncertainty_score":0.0046547055},"labels":[],"label_agreement":null},{"id":"W4402438709","doi":"10.11159/htff24.208","title":"Optimization Of A Novel Air-Curtain-Sealed Personal Protective Equipment – A CFD Approach","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Programa Operacional Regional do Centro","keywords":"Computational fluid dynamics; Computer science; Mechanical engineering; Environmental science; Automotive engineering; Engineering; Aerospace engineering","score_opus":0.007825212294989198,"score_gpt":0.19810629208532904,"score_spread":0.19028107979033984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402438709","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":[0.25085455,0.00081880385,0.72881967,0.00036743496,0.00010770525,0.00033702137,0.00032540146,0.00080744975,0.01756204],"genre_scores_gemma":[0.8231259,0.000419607,0.16999759,0.000053080657,0.000020826907,0.00028503427,0.00020211701,0.0001135739,0.0057821306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977964,0.000039567785,0.000010228577,0.000039620994,0.000089480614,0.000041434076],"domain_scores_gemma":[0.99982315,0.00006798565,0.00002818369,0.00001636585,0.000047096957,0.000017315595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574997,0.00074239186,0.0007894024,0.00053084263,0.00038879926,0.0010038036,0.0007188188,0.0011656292,0.002677934],"category_scores_gemma":[0.0006782884,0.00050877884,0.00082331395,0.00025812205,0.00031777556,0.0005369543,0.0004908941,0.0005052675,0.0004419972],"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":[0.0000820183,0.000095033065,0.00077431404,0.00011179962,0.000019735424,0.00008532972,0.000029712963,0.9581261,0.019603163,0.0012251288,0.0002996976,0.019547978],"study_design_scores_gemma":[0.00002268722,0.00014972138,0.00050453923,0.000010950419,0.000019343326,0.000029194824,0.000026680022,0.9917428,0.005257773,0.00023429624,0.0019884142,0.000013651053],"about_ca_topic_score_codex":0.0036755882,"about_ca_topic_score_gemma":0.0030247462,"teacher_disagreement_score":0.0036755882,"about_ca_system_score_codex":0.00058153877,"about_ca_system_score_gemma":0.0012554904,"threshold_uncertainty_score":0.008958638},"labels":[],"label_agreement":null},{"id":"W4402489987","doi":"10.1016/j.jobe.2024.110717","title":"Impact of upstream buildings on Wind-Driven Rain Loading: Refining Obstruction Factor in ISO semi-empirical model based on CFD","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","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":true,"ca_institutions":"Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Gina Cody School of Engineering and Computer Science, Concordia University","keywords":"Upstream (networking); Computational fluid dynamics; Refining (metallurgy); Environmental science; Marine engineering; Meteorology; Engineering; Materials science; Aerospace engineering; Geography; Telecommunications","score_opus":0.01597496918602732,"score_gpt":0.2716825863873786,"score_spread":0.25570761720135127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402489987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8314351,0.00018923974,0.15641004,0.00009354834,0.000046262023,0.000095657786,0.0003121929,0.0005652889,0.0108526265],"genre_scores_gemma":[0.99189395,0.000072174604,0.007032909,0.000010191173,0.000003827435,0.00002176542,0.00010168519,0.00003406365,0.0008294414],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977237,0.000045855264,0.00001533987,0.000041564257,0.00008012676,0.00004479986],"domain_scores_gemma":[0.9995435,0.00020987492,0.00005484608,0.00007306227,0.00009633198,0.000022511473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036062356,0.00054293097,0.00039542268,0.0004337183,0.00030862747,0.00090386654,0.00082473166,0.0007455883,0.0010884233],"category_scores_gemma":[0.0010412823,0.0002453503,0.00084170507,0.0003478382,0.0005019672,0.0006239307,0.00053989684,0.00047774843,0.00024293919],"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":[0.000024282092,0.000050928164,0.004107277,0.000028947177,0.0000064938354,0.00007324834,0.000034247292,0.9847643,0.003991691,0.0006694997,0.00012201451,0.0061271423],"study_design_scores_gemma":[0.00000231527,0.000017870821,0.001023306,0.0000053262456,0.000003889287,0.000014215667,0.00001505744,0.9972728,0.0013928991,0.00006938871,0.00017764713,0.000005235889],"about_ca_topic_score_codex":0.017929029,"about_ca_topic_score_gemma":0.0097872345,"teacher_disagreement_score":0.017929029,"about_ca_system_score_codex":0.0005329631,"about_ca_system_score_gemma":0.0006237318,"threshold_uncertainty_score":0.0356493},"labels":[],"label_agreement":null},{"id":"W4402572607","doi":"10.1016/j.jweia.2024.105886","title":"Requirements for partial turbulence simulations using nondimensional turbulence energy contributions","year":2024,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Institute of Education Sciences; Science Education Institute, Department of Science and Technology, Republic of the Philippines; Department of Science and Technology, Philippines","keywords":"Turbulence; K-omega turbulence model; K-epsilon turbulence model; Turbulence kinetic energy; Turbulence modeling; Mechanics; Physics; Statistical physics; Environmental science","score_opus":0.023679148536957673,"score_gpt":0.2529575318636413,"score_spread":0.2292783833266836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402572607","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":[0.23160452,0.00034265406,0.74368656,0.00066575437,0.000188764,0.00048544924,0.0012442812,0.0050092977,0.016772745],"genre_scores_gemma":[0.84531283,0.00027087616,0.14958975,0.000120643985,0.000048211292,0.00063225674,0.0010268219,0.00089783425,0.002100791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987035,0.00029584422,0.00016209672,0.00011204355,0.0006115017,0.000115019895],"domain_scores_gemma":[0.9908455,0.0053162067,0.0006535689,0.001670453,0.00127121,0.0002430906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016775085,0.0011359585,0.0011208481,0.0005072842,0.00085581385,0.0015160078,0.0016740304,0.00092761166,0.0034875765],"category_scores_gemma":[0.01677605,0.0006858756,0.0010010784,0.0004888447,0.0005994424,0.0019437381,0.0018973282,0.0012313748,0.0010966419],"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":[0.000282889,0.00026978506,0.00687167,0.00034756045,0.000056207795,0.00024213515,0.00030760566,0.91627437,0.027282676,0.019007247,0.0011542549,0.027903661],"study_design_scores_gemma":[0.000023833667,0.00007236657,0.0006538701,0.000025638847,0.000010830112,0.00005712952,0.0000416933,0.98945284,0.0051433146,0.0029740306,0.0015230806,0.000021294427],"about_ca_topic_score_codex":0.0037667,"about_ca_topic_score_gemma":0.0034873078,"teacher_disagreement_score":0.0037667,"about_ca_system_score_codex":0.0004911054,"about_ca_system_score_gemma":0.0013567499,"threshold_uncertainty_score":0.011667132},"labels":[],"label_agreement":null},{"id":"W4402611511","doi":"10.1016/j.buildenv.2024.112103","title":"Analysis of urban wind conditions and wildfire smoke dispersion for downtown Montréal using computational fluid dynamics","year":2024,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Environment and Climate Change Canada","keywords":"Downtown; Computational fluid dynamics; Environmental science; Smoke; Dispersion (optics); Meteorology; Wind speed; Marine engineering; Geography; Engineering; Aerospace engineering; Physics; Archaeology","score_opus":0.009593471246988176,"score_gpt":0.2299515216024343,"score_spread":0.22035805035544612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402611511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995133,0.000047352794,0.0008766214,0.00009633777,0.00000986939,0.000032325293,0.0010458095,0.0001155512,0.0026432246],"genre_scores_gemma":[0.9958919,0.00007026439,0.0012287288,0.000016121881,0.0000037577784,0.000017686289,0.0012870403,0.000022592883,0.0014617993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999248,0.0000052627006,0.0000024813053,0.00001637393,0.000021245325,0.000029849827],"domain_scores_gemma":[0.99989355,0.000029443245,0.000013943943,0.0000065919307,0.000032293654,0.000024139197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012467036,0.00068446127,0.00021136437,0.00066945667,0.0009785622,0.0007179083,0.0005506297,0.0005012328,0.0017916952],"category_scores_gemma":[0.00032459054,0.00022664799,0.00048201188,0.00062789564,0.00034389502,0.00022121002,0.00030927666,0.00040719428,0.00017714196],"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":[0.0002532172,0.00042403073,0.25758928,0.00007217771,0.000109238674,0.00087789935,0.00035427947,0.6932214,0.016523799,0.0016946839,0.005095923,0.023784148],"study_design_scores_gemma":[0.000027645365,0.00007830138,0.16962303,0.000010648555,0.000022975077,0.0000285927,0.00038848424,0.82638663,0.0018269762,0.00011824239,0.0014455604,0.000042980686],"about_ca_topic_score_codex":0.8792458,"about_ca_topic_score_gemma":0.89207095,"teacher_disagreement_score":0.12075418,"about_ca_system_score_codex":0.004614419,"about_ca_system_score_gemma":0.0030297833,"threshold_uncertainty_score":0.24293059},"labels":[],"label_agreement":null},{"id":"W4402642778","doi":"10.1007/s10661-024-13104-0","title":"Dynamic patterns of particulate matter concentration and size distribution in urban street canyons: insights into diurnal and short-term seasonal variations","year":2024,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Particulates; Environmental science; Canyon; Term (time); Street canyon; Ecotoxicology; Atmospheric sciences; Hydrology (agriculture); Geography; Ecology; Geology; Environmental chemistry; Chemistry; Cartography; Geotechnical engineering","score_opus":0.005429401760243943,"score_gpt":0.24154402250262347,"score_spread":0.23611462074237952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402642778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993217,0.00006770477,0.000097988355,0.0000107977785,0.0000016847724,0.0000031280586,0.00023936655,0.000005345757,0.0002523349],"genre_scores_gemma":[0.99920684,0.000057069577,0.00012327627,0.0000055767314,0.0000039259103,0.000005614529,0.00036029288,0.000003376126,0.00023402138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991584,0.000012395204,0.0000052846726,0.00002944452,0.000016045391,0.000020967967],"domain_scores_gemma":[0.99972326,0.00006826608,0.00006697309,0.000017716136,0.00007038936,0.000053379306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014725866,0.0001313166,0.00024794647,0.0008101275,0.0002474883,0.0004274075,0.00021665827,0.00027604523,0.0008182676],"category_scores_gemma":[0.00032232126,0.00017968965,0.0001668929,0.0010613373,0.00024519104,0.00026373926,0.00028774375,0.0001576177,0.00019277373],"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":[0.00040891327,0.00006416904,0.97418946,0.00004199669,0.00008759742,0.00016297495,0.00071299827,0.00062046817,0.014616177,0.000120471166,0.00036903427,0.008605706],"study_design_scores_gemma":[0.0000012059269,0.00001626167,0.9992454,0.0000015683299,0.0000052376026,0.000024808245,0.00019945652,0.00031860234,0.00009186053,0.000014422797,0.00007942008,0.0000018522107],"about_ca_topic_score_codex":0.013753998,"about_ca_topic_score_gemma":0.035489473,"teacher_disagreement_score":0.013753998,"about_ca_system_score_codex":0.00027320726,"about_ca_system_score_gemma":0.00022093032,"threshold_uncertainty_score":0.027347922},"labels":[],"label_agreement":null},{"id":"W4402691362","doi":"10.22214/ijraset.2024.64262","title":"Wind-Induced Responses in Tall Steel Buildings Using International Standards","year":2024,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Architectural engineering; Marine engineering; Meteorology; Engineering; Geography","score_opus":0.052182492013994046,"score_gpt":0.3920463832671831,"score_spread":0.33986389125318905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402691362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944553,0.0000272896,0.0022005553,0.000009235682,0.000008738016,0.000017629642,0.00017108524,0.000052860614,0.003057194],"genre_scores_gemma":[0.9982679,0.000019813213,0.00084861333,0.0000036517026,0.0000010495762,0.000007646196,0.00025429472,0.0000108669055,0.00058609125],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994418,0.00006304265,0.000034735596,0.000065048174,0.00029489238,0.00010043375],"domain_scores_gemma":[0.9996008,0.00009740267,0.000058317422,0.00006744383,0.00014889333,0.000027108095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037801987,0.00053228356,0.00027704978,0.0007471168,0.00033181123,0.00046833567,0.00027506135,0.000355006,0.0022463258],"category_scores_gemma":[0.00089321414,0.00014020203,0.00034989946,0.00079433137,0.00043799588,0.00022567525,0.0003895004,0.00023228052,0.00035541525],"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":[0.0015986142,0.0007192564,0.19577491,0.00035575684,0.00011660129,0.0010490963,0.0016516177,0.33096722,0.34491286,0.0020577426,0.002071726,0.1187246],"study_design_scores_gemma":[0.00005149192,0.0027152973,0.6822658,0.000056347097,0.00009493338,0.00028659008,0.0040225703,0.20091064,0.10470798,0.00082205684,0.0039553465,0.000110968045],"about_ca_topic_score_codex":0.00943916,"about_ca_topic_score_gemma":0.025691725,"teacher_disagreement_score":0.00943916,"about_ca_system_score_codex":0.0003625367,"about_ca_system_score_gemma":0.0003023798,"threshold_uncertainty_score":0.01876843},"labels":[],"label_agreement":null},{"id":"W4402738031","doi":"10.1016/j.ijdrr.2024.104853","title":"Hail hazard modeling with uncertainty analysis and roof damage estimation of residential buildings in North America","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Estimation; Hazard; Forensic engineering; Environmental science; Hazard analysis; Engineering; Uncertainty analysis; Civil engineering; Reliability engineering; Simulation","score_opus":0.005777662124297277,"score_gpt":0.24049205844332872,"score_spread":0.23471439631903143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402738031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7817903,0.00036371828,0.21409877,0.00019900392,0.0000068582826,0.000057294223,0.00043044065,0.00023446426,0.0028190273],"genre_scores_gemma":[0.99317294,0.00009639904,0.006217239,0.000008849992,0.0000058993533,0.000020290065,0.00012133911,0.000009008574,0.0003480793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993697,0.00023075887,0.000028406126,0.00013663722,0.00016127121,0.00007325111],"domain_scores_gemma":[0.99855286,0.0008903407,0.00031572708,0.00006761696,0.00014359849,0.000029911303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011828577,0.0005256502,0.00040534863,0.0010232691,0.00034805102,0.0008366167,0.00072092324,0.0004518054,0.00048806155],"category_scores_gemma":[0.0028061338,0.00044110994,0.0005783447,0.0007033223,0.0005171694,0.00079350104,0.00062337256,0.0003795175,0.000050369934],"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":[0.000019394902,0.0000143674915,0.010686238,0.0000134021575,0.00003292216,0.000049469687,0.000052236803,0.9807685,0.00041422754,0.0011540834,0.00011828091,0.006676909],"study_design_scores_gemma":[7.99971e-7,0.000010844421,0.00477191,0.0000029130274,0.000005274072,0.000016454627,0.00003479371,0.99415046,0.00015805686,0.0007224435,0.00012137065,0.0000047184317],"about_ca_topic_score_codex":0.044121612,"about_ca_topic_score_gemma":0.041612864,"teacher_disagreement_score":0.044121612,"about_ca_system_score_codex":0.0014099892,"about_ca_system_score_gemma":0.00067773333,"threshold_uncertainty_score":0.08772963},"labels":[],"label_agreement":null},{"id":"W4402826724","doi":"10.1007/978-3-031-61531-3_12","title":"Mathematical Formula to Evaluate the Required Gap Distance and Impact Forces from Wind-Induced Pounding of Tall Buildings","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Wind force; Structural engineering; Engineering; Physics; Meteorology","score_opus":0.01550478549753796,"score_gpt":0.2470149732652461,"score_spread":0.23151018776770815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402826724","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":[0.009248102,0.0009858415,0.96612173,0.00017391331,0.00028048528,0.00007064105,0.00016733153,0.00017955083,0.02277236],"genre_scores_gemma":[0.46996066,0.0032247563,0.4677634,0.00033348863,0.00047127248,0.000587381,0.00066778465,0.00054991,0.0564413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997589,0.000034315814,0.000015448479,0.000030100415,0.00014157887,0.000019628977],"domain_scores_gemma":[0.99927384,0.00040790255,0.00004280691,0.000033081993,0.00022572043,0.000016668766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065304246,0.00074235146,0.00066824077,0.001072195,0.00043365094,0.0012358627,0.0011148974,0.000776962,0.008354432],"category_scores_gemma":[0.0030703535,0.00024638363,0.0005614945,0.000791596,0.00060535606,0.0012851463,0.0007058279,0.001141139,0.0015652359],"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":[0.0000661925,0.00013250607,0.0009975663,0.0008537529,0.0000519822,0.00037289553,0.00026880082,0.39260352,0.024965988,0.4193264,0.010010592,0.15034978],"study_design_scores_gemma":[0.000008260468,0.000051958916,0.00068268203,0.00006565881,0.000028969263,0.00026492085,0.000079154255,0.9321033,0.0029918249,0.056778368,0.0069215526,0.0000233617],"about_ca_topic_score_codex":0.0014054955,"about_ca_topic_score_gemma":0.0022958738,"teacher_disagreement_score":0.008354432,"about_ca_system_score_codex":0.0007737207,"about_ca_system_score_gemma":0.0008790871,"threshold_uncertainty_score":0.02794832},"labels":[],"label_agreement":null},{"id":"W4402826998","doi":"10.1007/978-3-031-61531-3_30","title":"Toward an Efficient Practice for Computational Wind Load Evaluation of Low-Rise Buildings","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Architectural engineering; Low-rise; Wind engineering; Computer science; Environmental science; Structural engineering; Engineering","score_opus":0.016770422032502015,"score_gpt":0.25475505183622243,"score_spread":0.23798462980372043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402826998","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":[0.0027593847,0.00007503453,0.99412495,0.000049466456,0.000019377681,0.00004157992,0.00004695519,0.00088904717,0.0019942801],"genre_scores_gemma":[0.059750006,0.00022865942,0.93615687,0.00003787714,0.00003951911,0.0001976634,0.0002681378,0.0006575325,0.002663727],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988776,0.00033245652,0.000080676684,0.00010266368,0.0005348786,0.00007161812],"domain_scores_gemma":[0.99773514,0.00088600814,0.000079814454,0.00043821867,0.0007827955,0.00007811329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014981127,0.0015957109,0.0013527038,0.0011886911,0.00092362537,0.0024977957,0.0036519885,0.0014499666,0.0092040375],"category_scores_gemma":[0.0075911307,0.0010777419,0.00079537625,0.0015010558,0.00069381564,0.0018694878,0.0023933095,0.0022434497,0.0051993397],"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":[0.00012703883,0.00037464092,0.001791129,0.00037438876,0.00008383951,0.0002113247,0.0002841952,0.59466326,0.01418423,0.03179974,0.00688028,0.34922603],"study_design_scores_gemma":[0.0000121832,0.0000115839985,0.00012355902,0.000020625537,0.00000575745,0.000023194647,0.000031661417,0.98767126,0.0019525,0.0077647096,0.0023773925,0.000005556744],"about_ca_topic_score_codex":0.004477079,"about_ca_topic_score_gemma":0.0084471125,"teacher_disagreement_score":0.0092040375,"about_ca_system_score_codex":0.0004986728,"about_ca_system_score_gemma":0.0010587904,"threshold_uncertainty_score":0.030790567},"labels":[],"label_agreement":null},{"id":"W4403265218","doi":"10.1007/978-3-031-61519-1_12","title":"Study of Large-Scale Turbulence Horizontal Coherent Structures Under Ice-Covered Conditions","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Queen's University","funders":"","keywords":"Turbulence; Scale (ratio); Geology; Mechanics; Lagrangian coherent structures; Meteorology; Environmental science; Physics","score_opus":0.008511741401948384,"score_gpt":0.22139898389924184,"score_spread":0.21288724249729346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403265218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96676,0.0013279448,0.0163474,0.00015229963,0.000061306404,0.00002036575,0.00010802525,0.000045735796,0.015176985],"genre_scores_gemma":[0.9957716,0.00035260664,0.00073508744,0.000009477151,0.000032220694,0.0000055496407,0.000057825717,0.000011424324,0.003024236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999677,0.0000071061404,0.0000011933862,0.0000071266095,0.000008850367,0.0000080937325],"domain_scores_gemma":[0.9998965,0.00005898522,0.000009832492,0.000006521517,0.000013383913,0.000014881421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007670004,0.00023149895,0.0002770881,0.00024015534,0.00026179143,0.0005087187,0.00026556203,0.00029423446,0.00095718907],"category_scores_gemma":[0.00029004717,0.00012405029,0.00023110572,0.00024083773,0.00050912885,0.0004662528,0.0002605315,0.00028843232,0.000081899016],"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":[0.0003545952,0.0004307274,0.015404768,0.00026217423,0.00019462762,0.0015938838,0.00041629747,0.7682928,0.13533238,0.046010576,0.002057218,0.029649984],"study_design_scores_gemma":[0.000030337198,0.00020365189,0.04529772,0.000011193314,0.000025913712,0.00016828343,0.00020307566,0.9396437,0.005544061,0.008070382,0.00077693333,0.00002471874],"about_ca_topic_score_codex":0.002320463,"about_ca_topic_score_gemma":0.0014811476,"teacher_disagreement_score":0.002320463,"about_ca_system_score_codex":0.00020760063,"about_ca_system_score_gemma":0.00019647411,"threshold_uncertainty_score":0.004613936},"labels":[],"label_agreement":null},{"id":"W4403273058","doi":"10.3397/in_2024_3551","title":"Experimental validation of vibration similitude laws for stiffened panels excited by a turbulent boundary layer","year":2024,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Wind and Air Flow Studies","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":"Université de Sherbrooke","funders":"","keywords":"Similitude; Orthotropic material; Vibration; Boundary layer; Structural engineering; Boundary value problem; Engineering; Scale (ratio); Turbulence; Mechanics; Mathematics; Computer science; Aerospace engineering; Mathematical analysis; Physics; Acoustics; Finite element method","score_opus":0.018050890283036906,"score_gpt":0.25679202331663986,"score_spread":0.23874113303360295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403273058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774571,0.000054652442,0.021174712,0.000027212382,0.000029449848,0.00006161993,0.000103471066,0.00009707275,0.0009947091],"genre_scores_gemma":[0.99360013,0.000035079156,0.0055232514,0.000014771672,0.000004193633,0.000044427637,0.00007556704,0.0000130401195,0.00068959966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952126,0.00007103344,0.000030592648,0.00010713237,0.00020498458,0.00006505509],"domain_scores_gemma":[0.9989361,0.00043033678,0.00013071866,0.00021131446,0.00021263676,0.00007878365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000784494,0.00047738582,0.00019474943,0.00033901338,0.00032228715,0.00020323484,0.00036221108,0.0005443012,0.0022620007],"category_scores_gemma":[0.0014474322,0.00017551298,0.00023094715,0.0001524187,0.00074211665,0.00036231606,0.00052009796,0.00046295318,0.00027821524],"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":[0.00019238384,0.00021179061,0.0012794712,0.000056667483,0.0000053987033,0.00007586274,0.00017611943,0.006180843,0.98633736,0.00020440207,0.00007260597,0.0052071256],"study_design_scores_gemma":[0.000051352858,0.0023871914,0.022028437,0.000024026447,0.000015804004,0.00009086956,0.00028083188,0.053605184,0.92032915,0.00026747302,0.00089087884,0.000028831299],"about_ca_topic_score_codex":0.00037908502,"about_ca_topic_score_gemma":0.00064821355,"teacher_disagreement_score":0.0022620007,"about_ca_system_score_codex":0.0001511105,"about_ca_system_score_gemma":0.000105483676,"threshold_uncertainty_score":0.0075671077},"labels":[],"label_agreement":null},{"id":"W4403712151","doi":"10.1016/j.buildenv.2024.112173","title":"Evaluation of supervised machine learning regression models for CFD-based surrogate modelling in indoor airflow field reconstruction","year":2024,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computational fluid dynamics; Airflow; Regression analysis; Computer science; Field (mathematics); Machine learning; Environmental science; Regression; Surrogate model; Artificial intelligence; Engineering; Marine engineering; Aerospace engineering; Statistics; Mathematics; Mechanical engineering","score_opus":0.03466271137491,"score_gpt":0.2537843480872262,"score_spread":0.21912163671231621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403712151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5004546,0.0009424459,0.4900237,0.00050112675,0.00014423505,0.00018986066,0.00056288834,0.002311825,0.0048692664],"genre_scores_gemma":[0.93507624,0.00018348434,0.06299219,0.00004477636,0.000016587726,0.00010901205,0.00048200705,0.0000723679,0.0010233042],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990308,0.0005032876,0.00007345121,0.00013598002,0.00019836251,0.000058025224],"domain_scores_gemma":[0.9958919,0.0024818247,0.0003160612,0.000307448,0.0009086573,0.00009406164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027890906,0.00096801977,0.0009579312,0.0007452112,0.00030113757,0.0009114328,0.0010345835,0.0012184265,0.0012666881],"category_scores_gemma":[0.006386566,0.00037106534,0.0009138502,0.00048408247,0.00038767915,0.0008487089,0.0005901412,0.0010699613,0.00039296618],"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":[0.00011983874,0.00009173112,0.0017590502,0.00006196198,0.000030140343,0.000025723304,0.000018652274,0.97746426,0.0013331388,0.00055717677,0.00028191062,0.01825634],"study_design_scores_gemma":[0.0000016859207,0.000013624161,0.00010762207,0.0000025493644,0.0000012398735,0.000002100877,0.000002392555,0.999385,0.00039475464,0.000042941825,0.00004432815,0.0000016952217],"about_ca_topic_score_codex":0.008801819,"about_ca_topic_score_gemma":0.0054197544,"teacher_disagreement_score":0.008801819,"about_ca_system_score_codex":0.0006406658,"about_ca_system_score_gemma":0.001093991,"threshold_uncertainty_score":0.017501175},"labels":[],"label_agreement":null},{"id":"W4403858344","doi":"10.1130/abs/2024am-403218","title":"COARSE ALLUVIUM COSMOGENIC CHRONOMETRY","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Alluvium; Geology; Geomorphology","score_opus":0.01558889812874778,"score_gpt":0.23755944405475438,"score_spread":0.2219705459260066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403858344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7311277,0.0009972502,0.043485913,0.00018091094,0.00041241728,0.000224955,0.09136269,0.0057361717,0.12647203],"genre_scores_gemma":[0.9273447,0.00039258393,0.020111179,0.000044106255,0.00010225276,0.00010693211,0.03554075,0.00049740693,0.015860133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998301,0.000015284448,0.00001509624,0.000056724093,0.000058847752,0.000023837056],"domain_scores_gemma":[0.9991549,0.000058196092,0.00007616537,0.0003546888,0.00030602343,0.000050094543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003308743,0.0002337896,0.00016377891,0.00327095,0.00047818013,0.00065554696,0.00026897734,0.00012284397,0.010420345],"category_scores_gemma":[0.000834033,0.00016474139,0.00019330015,0.003403167,0.00013497294,0.0004374549,0.00046694846,0.0002588323,0.002031855],"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":[0.0006507187,0.00015763908,0.4430704,0.00034027803,0.00020565953,0.00020051796,0.0017373295,0.024299517,0.027036792,0.010449316,0.036681976,0.4551698],"study_design_scores_gemma":[0.000050090708,0.000049559047,0.8528523,0.000034537166,0.00006841307,0.00009847397,0.00019334935,0.0049568033,0.0064327684,0.0013040856,0.13393721,0.000022378334],"about_ca_topic_score_codex":0.02968957,"about_ca_topic_score_gemma":0.0842661,"teacher_disagreement_score":0.02968957,"about_ca_system_score_codex":0.00036825545,"about_ca_system_score_gemma":0.0007036133,"threshold_uncertainty_score":0.059033513},"labels":[],"label_agreement":null},{"id":"W4403973807","doi":"10.2139/ssrn.5007395","title":"Resilient Passive Cooling Strategies During Heat Waves: A Quantitative Assessment in Different Climates","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Heat wave; Environmental science; Passive cooling; Quantitative assessment; Meteorology; Atmospheric sciences; Climatology; Geography; Climate change; Geology; Business; Thermal; Risk analysis (engineering); Oceanography","score_opus":0.010622816881498288,"score_gpt":0.2822659587155646,"score_spread":0.2716431418340663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403973807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863349,0.00008908811,0.010505363,0.00005928354,0.00001336845,0.000035715795,0.00047983186,0.00008453142,0.0023978201],"genre_scores_gemma":[0.998917,0.00002460055,0.0006824434,0.0000034010181,0.0000030849276,0.000020956231,0.00010320904,0.000009340183,0.00023586942],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998336,0.00004266187,0.00000787654,0.00004041642,0.000033325283,0.000042099113],"domain_scores_gemma":[0.9990709,0.00055970735,0.00008556219,0.00009783165,0.00012470188,0.00006134257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000739382,0.0005535492,0.00046380545,0.00069781864,0.00029826257,0.0008756254,0.00045688392,0.0008649568,0.001796197],"category_scores_gemma":[0.0017702265,0.00018318309,0.00055945653,0.0005163099,0.00061695336,0.0011829896,0.00041764072,0.00038070677,0.00014694895],"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":[0.00093494187,0.0002514076,0.019603003,0.00020978483,0.00015447939,0.00014594395,0.00017800812,0.9192676,0.031347085,0.0026150257,0.00065133657,0.024641365],"study_design_scores_gemma":[0.00012039183,0.0016947322,0.08832514,0.000034723405,0.00018417323,0.00008202904,0.0004875523,0.8897327,0.014148564,0.004103897,0.0010140861,0.000072051494],"about_ca_topic_score_codex":0.0018856954,"about_ca_topic_score_gemma":0.0011274688,"teacher_disagreement_score":0.0018856954,"about_ca_system_score_codex":0.00030488233,"about_ca_system_score_gemma":0.00021272746,"threshold_uncertainty_score":0.0060088634},"labels":[],"label_agreement":null},{"id":"W4404822956","doi":"10.1080/15623599.2024.2430928","title":"CCC2023_possibilities of obtaining energy from aerodynamic phenomena occurring in selected housing estates in Warsaw, Poland","year":2024,"lang":"en","type":"article","venue":"International Journal of Construction Management","topic":"Wind and Air Flow Studies","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":"Impact","funders":"","keywords":"Aerodynamics; Energy (signal processing); Architectural engineering; Business; Engineering; Aerospace engineering; Physics","score_opus":0.004631358769172655,"score_gpt":0.22181876916664708,"score_spread":0.21718741039747444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404822956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976163,0.000022525093,0.00048281858,0.000009436069,0.0000019891627,0.00001576982,0.00010202634,0.000008213804,0.0017409954],"genre_scores_gemma":[0.9985663,0.000032226933,0.0006586481,0.0000023082928,5.843434e-7,0.000012495564,0.000057975514,0.0000036415424,0.00066582026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999869,0.000026894992,0.0000066682805,0.000029741976,0.000037228205,0.000030437443],"domain_scores_gemma":[0.9998902,0.000029823243,0.000019660893,0.000022412647,0.000026620322,0.0000112874595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568878,0.00015215644,0.00018644519,0.0004268798,0.00065795647,0.0006264046,0.00017559816,0.00022409992,0.0011794886],"category_scores_gemma":[0.00025589686,0.0001494929,0.00016121942,0.00036189024,0.0006126066,0.0003785603,0.00039107332,0.00018942225,0.00018914412],"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":[0.0021528308,0.001426218,0.57763934,0.00064216787,0.00019635473,0.0061353953,0.009390216,0.04009398,0.22112022,0.0065162997,0.003149427,0.1315375],"study_design_scores_gemma":[0.00009784566,0.0010826413,0.88983285,0.000079427286,0.000098678276,0.00091260346,0.01398983,0.024332713,0.057498742,0.0012188464,0.010786299,0.00006957479],"about_ca_topic_score_codex":0.0051253675,"about_ca_topic_score_gemma":0.019565424,"teacher_disagreement_score":0.0051253675,"about_ca_system_score_codex":0.0002599385,"about_ca_system_score_gemma":0.0003025009,"threshold_uncertainty_score":0.010191083},"labels":[],"label_agreement":null},{"id":"W4405146380","doi":"10.2139/ssrn.5038839","title":"Wind Pressures on Non-Curved and Non-Rectangular Roofs","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Meteorology; Geology; Environmental science; Mechanics; Atmospheric sciences; Physics","score_opus":0.004238180301569541,"score_gpt":0.21370409271411397,"score_spread":0.20946591241254442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405146380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641454,0.000045165412,0.0008806233,0.000013924158,0.000011528615,0.000010713188,0.00017093077,0.000015755315,0.0024367517],"genre_scores_gemma":[0.99925154,0.000025659396,0.00015792783,0.0000017729127,0.0000044580715,0.000004789851,0.00008348181,0.0000050661597,0.00046522694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996617,0.000047764443,0.000016723587,0.00006091432,0.00007861983,0.00013431135],"domain_scores_gemma":[0.9991284,0.000476067,0.00007819775,0.00005919503,0.00015691518,0.000101267906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022294078,0.0002354234,0.0005052456,0.00060118636,0.00056244043,0.000787765,0.0004590048,0.00048629643,0.0057964395],"category_scores_gemma":[0.0012322653,0.00025613094,0.00034730026,0.0004300872,0.00085092883,0.0006458418,0.00044537784,0.00046600442,0.00044771624],"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":[0.0054326304,0.0013941269,0.11783319,0.0006816008,0.00019782346,0.0048754923,0.0013358626,0.48511687,0.32318524,0.010903895,0.0019501727,0.04709313],"study_design_scores_gemma":[0.00016817586,0.0014415894,0.5266108,0.00006713214,0.0000802236,0.00056955375,0.003147056,0.4092811,0.0549668,0.0024822636,0.0010706263,0.000114600145],"about_ca_topic_score_codex":0.0030669752,"about_ca_topic_score_gemma":0.0021349357,"teacher_disagreement_score":0.0057964395,"about_ca_system_score_codex":0.00025585465,"about_ca_system_score_gemma":0.00030537602,"threshold_uncertainty_score":0.019391},"labels":[],"label_agreement":null},{"id":"W4405381763","doi":"10.1007/978-981-97-8305-2_21","title":"Wind Driven Rain on Building Facades Sheltered by Trees","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université de Sherbrooke","funders":"","keywords":"Architectural engineering; Meteorology; Environmental science; Geography; Engineering","score_opus":0.007167612378731409,"score_gpt":0.2019027940060949,"score_spread":0.1947351816273635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405381763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660421,0.000958001,0.0027399966,0.00007260701,0.00006588411,0.00002304953,0.00022721317,0.000066224406,0.029804958],"genre_scores_gemma":[0.9901453,0.0005354921,0.0003596804,0.000010452965,0.000021593567,0.0000044461426,0.0001068664,0.000022068316,0.008793991],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999274,0.000006204418,0.0000014503236,0.000009854452,0.000016409222,0.000038685568],"domain_scores_gemma":[0.99991906,0.00002442178,0.000011050179,0.00000850342,0.000014680911,0.000022282966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056595323,0.00023964826,0.00029785422,0.00041045083,0.00068552926,0.00056029484,0.00043083137,0.00029000512,0.0042279805],"category_scores_gemma":[0.00023927314,0.00023340451,0.00020404121,0.00043485867,0.00038017018,0.00029214946,0.0007294512,0.0003546924,0.00047343105],"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":[0.0024190128,0.0005526482,0.14523026,0.0010485401,0.00033402618,0.019134335,0.008075299,0.22773604,0.273729,0.03895021,0.018730396,0.26406032],"study_design_scores_gemma":[0.00011599253,0.0007499708,0.8262873,0.00026019986,0.00023507344,0.0034926094,0.015189011,0.06480732,0.02973705,0.021941934,0.037090912,0.00009254145],"about_ca_topic_score_codex":0.008726798,"about_ca_topic_score_gemma":0.018162789,"teacher_disagreement_score":0.008726798,"about_ca_system_score_codex":0.00033274954,"about_ca_system_score_gemma":0.00022891162,"threshold_uncertainty_score":0.017352045},"labels":[],"label_agreement":null},{"id":"W4405381777","doi":"10.1007/978-981-97-8305-2_26","title":"Wind Driven Rain Analysis for Effective Industrial Building Design in Singapore to Mitigate Rainwater Penetration","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Rainwater harvesting; Environmental science; Penetration (warfare); Meteorology; Architectural engineering; Engineering; Geography; Operations research","score_opus":0.015032939355942491,"score_gpt":0.2208255132213217,"score_spread":0.20579257386537922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405381777","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":[0.3503605,0.0009259125,0.6000538,0.00038193326,0.00008926639,0.000102447346,0.0003928519,0.0006573889,0.047035836],"genre_scores_gemma":[0.9610703,0.00043309675,0.027186215,0.000029299215,0.0000143305515,0.000045148183,0.00020892739,0.000096380165,0.010916337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99993396,0.000016415075,0.0000033405652,0.000008442088,0.000028424985,0.000009443327],"domain_scores_gemma":[0.99990547,0.00003706204,0.000010806693,0.000006592323,0.000033946108,0.00000600393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016459222,0.0003693404,0.00036493555,0.0002230558,0.00019046199,0.0006126519,0.00029815853,0.00029426615,0.002962274],"category_scores_gemma":[0.00029173557,0.00024106471,0.0004244209,0.0002074111,0.00011484814,0.00039717447,0.0002847695,0.00027292606,0.0003257602],"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":[0.00005510053,0.000039847924,0.0025871184,0.000089723,0.00002579401,0.00016261773,0.00007101736,0.91782796,0.014265525,0.003464546,0.0014930187,0.05991773],"study_design_scores_gemma":[0.0000035449405,0.000037958845,0.0013815169,0.0000063706357,0.000009554897,0.000016408876,0.000043138632,0.9950329,0.0017467048,0.00059227477,0.0011243103,0.0000052327755],"about_ca_topic_score_codex":0.0050820136,"about_ca_topic_score_gemma":0.010766086,"teacher_disagreement_score":0.0050820136,"about_ca_system_score_codex":0.0002678536,"about_ca_system_score_gemma":0.0005493077,"threshold_uncertainty_score":0.010104835},"labels":[],"label_agreement":null},{"id":"W4405509408","doi":"10.1007/978-981-97-8309-0_51","title":"How Much Computational Complexity is Necessary to Model Relevant Aspects in Microclimate Urban Physics?","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Medical Association; Toronto Metropolitan University","funders":"","keywords":"Microclimate; Computer science; Environmental science; Ecology; Biology","score_opus":0.01610143008203272,"score_gpt":0.21194663660502172,"score_spread":0.195845206522989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405509408","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":[0.11113108,0.005764892,0.714311,0.040261105,0.0034405345,0.00012637486,0.00087826594,0.0012402573,0.122846454],"genre_scores_gemma":[0.76188856,0.006732718,0.19835223,0.004925501,0.0029413237,0.00028474836,0.0006689842,0.00180541,0.022400552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944395,0.00018913909,0.000026625092,0.00009154764,0.0001895452,0.000059271806],"domain_scores_gemma":[0.9938623,0.0046687783,0.00017935195,0.0007338949,0.00037567958,0.00017993497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010929265,0.0007700623,0.0009990865,0.00033122208,0.00067896774,0.0022205831,0.0017777026,0.0013833835,0.0060643503],"category_scores_gemma":[0.014838562,0.00057726254,0.00075869064,0.0005290171,0.0018173591,0.009946557,0.0013965061,0.003657524,0.0017039039],"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":[0.00017707693,0.00022239194,0.0024767264,0.00062675134,0.00013621392,0.00012839289,0.0002904751,0.35545525,0.0031132242,0.5340679,0.017199418,0.08610613],"study_design_scores_gemma":[0.000024516381,0.000019305513,0.00060230517,0.000046127185,0.000035706693,0.00004394839,0.00008391622,0.5944324,0.001014445,0.395187,0.00848926,0.000021022452],"about_ca_topic_score_codex":0.005087815,"about_ca_topic_score_gemma":0.0041311816,"teacher_disagreement_score":0.0060643503,"about_ca_system_score_codex":0.00064634834,"about_ca_system_score_gemma":0.0009685544,"threshold_uncertainty_score":0.020287275},"labels":[],"label_agreement":null},{"id":"W4405546139","doi":"10.1007/978-981-97-8309-0_73","title":"A State-Of-The-Art Review on Scaling and Similarity Analysis of Thermal Flow in the Built Environment Using Helium Gas","year":2024,"lang":"en","type":"review","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université de Sherbrooke","funders":"","keywords":"Helium; Scaling; Similarity (geometry); Flow (mathematics); State (computer science); Thermal; State of art; Physics; Statistical physics; Mechanics; Computer science; Thermodynamics; Atomic physics; Data science; Mathematics; Artificial intelligence; Geometry; Algorithm","score_opus":0.020168311629005516,"score_gpt":0.2614207420860441,"score_spread":0.2412524304570386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405546139","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":[0.00020789426,0.99849284,0.0006547672,0.00007978295,0.00012892873,0.000006466133,0.000052267824,0.00001277231,0.00036425825],"genre_scores_gemma":[0.0010012035,0.99765426,0.00083662575,0.000073167794,0.00016058589,0.000008977824,0.00009115383,0.0000057993116,0.00016828085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995053,0.000080117265,0.00008220497,0.00013351941,0.00016947696,0.000029478386],"domain_scores_gemma":[0.99756014,0.0017463607,0.00021306032,0.00007855195,0.0003534546,0.00004835413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014753859,0.0014775329,0.0031053186,0.0038669435,0.00027965877,0.0016398801,0.0016332499,0.0012294474,0.003178346],"category_scores_gemma":[0.0033631348,0.00064303813,0.0016350035,0.0054423017,0.00059042225,0.0020514647,0.0008215455,0.0011819595,0.0014631678],"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":[0.0000965491,0.000089032685,0.00040565233,0.07206838,0.0003713437,0.00010128511,0.00008135391,0.001083951,0.0027575404,0.0044012046,0.019665468,0.8988783],"study_design_scores_gemma":[0.000044106866,0.0003583386,0.0037423251,0.021525213,0.0016417183,0.0009157787,0.00018156167,0.0016346145,0.004321804,0.0060979696,0.959356,0.00018041319],"about_ca_topic_score_codex":0.0019634538,"about_ca_topic_score_gemma":0.0025796192,"teacher_disagreement_score":0.0038669435,"about_ca_system_score_codex":0.00044925872,"about_ca_system_score_gemma":0.0014738693,"threshold_uncertainty_score":0.010632694},"labels":[],"label_agreement":null},{"id":"W4405677744","doi":"10.1007/978-981-97-8317-5_10","title":"CFD Analysis of the Impact of Building Shape on Natural Ventilation Effectiveness in High-Rise Buildings","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Ontario Medical Association","funders":"","keywords":"Natural ventilation; Architectural engineering; Computational fluid dynamics; High rise; Natural (archaeology); Ventilation (architecture); Environmental science; Engineering; Structural engineering; Mechanical engineering; Aerospace engineering; Geography; Archaeology","score_opus":0.00458673538917208,"score_gpt":0.21987463791452738,"score_spread":0.2152879025253553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405677744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9140011,0.00087939616,0.04514345,0.0001995328,0.000089716064,0.00003027939,0.00041963483,0.00040930093,0.038827576],"genre_scores_gemma":[0.99484813,0.00012274543,0.0020379957,0.000011504773,0.000009320164,0.000004243998,0.00009236198,0.000033778215,0.0028398898],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999163,0.000017059076,0.0000032206506,0.0000096021095,0.000034681303,0.00001913757],"domain_scores_gemma":[0.99966395,0.00024000547,0.000016242748,0.000017740971,0.00004670603,0.000015340138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014078573,0.0002458289,0.00041951527,0.00033225692,0.00028972328,0.00059409166,0.0004526931,0.0004562163,0.0024811507],"category_scores_gemma":[0.00059411884,0.00022394228,0.0004740411,0.0002555168,0.00035352656,0.0003187669,0.00022265293,0.00025057062,0.0002991619],"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":[0.00020917277,0.00008014325,0.0036724217,0.00005306848,0.000019448138,0.00016745346,0.00005502505,0.96005595,0.017784968,0.0018797095,0.000559478,0.015463169],"study_design_scores_gemma":[0.0000074542627,0.000036515128,0.0041398536,0.000005382284,0.0000068537825,0.00003027655,0.000021111297,0.9913696,0.0037496171,0.0002834069,0.00034207886,0.000007901199],"about_ca_topic_score_codex":0.00885863,"about_ca_topic_score_gemma":0.006161392,"teacher_disagreement_score":0.00885863,"about_ca_system_score_codex":0.0005922799,"about_ca_system_score_gemma":0.00041013633,"threshold_uncertainty_score":0.017614126},"labels":[],"label_agreement":null},{"id":"W4405737963","doi":"10.3390/wind4040021","title":"A Comparison of ASCE/SEI 7–22 Tornado-Induced Load Provisions for Residential Low-Rise Buildings to Those Evaluated Using Physical Simulation","year":2024,"lang":"en","type":"article","venue":"Wind","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":"Ontario Tech University; McGill University; Western University","funders":"Institute for Catastrophic Loss Reduction","keywords":"Tornado; Low-rise; Engineering; Environmental science; Architectural engineering; Civil engineering; Forensic engineering; Structural engineering; Meteorology; Geography","score_opus":0.05690822355579495,"score_gpt":0.3946401536595933,"score_spread":0.3377319301037984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405737963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928185,0.000023327782,0.002902968,0.000034743676,0.0000111075215,0.0000385462,0.00017555087,0.0001276356,0.0038676297],"genre_scores_gemma":[0.9986203,0.000015585227,0.0009591503,0.000003574917,0.0000012301829,0.0000121696385,0.00013827506,0.00001446391,0.00023524591],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962854,0.00010455174,0.000019604902,0.00003630707,0.00015632933,0.000054607375],"domain_scores_gemma":[0.9992112,0.00023830196,0.000065109496,0.0001437314,0.0002907253,0.000050885017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006605158,0.00044587097,0.00043682754,0.00039438347,0.00044288058,0.0006900771,0.00061417214,0.00035507826,0.0014200561],"category_scores_gemma":[0.0019193707,0.0002053524,0.00030662844,0.00043041696,0.00040744976,0.0005728648,0.00036189286,0.00027073175,0.00020385142],"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":[0.00037213668,0.00029591666,0.04650247,0.00009963353,0.00003076036,0.00025071122,0.00016962043,0.92103976,0.011663469,0.0009241636,0.0008596687,0.017791685],"study_design_scores_gemma":[0.00008285836,0.0005898249,0.06150282,0.00002217431,0.000030141791,0.00006593009,0.00056238245,0.9223522,0.012508072,0.00024456787,0.0019981142,0.000040933726],"about_ca_topic_score_codex":0.024957241,"about_ca_topic_score_gemma":0.04794925,"teacher_disagreement_score":0.024957241,"about_ca_system_score_codex":0.0010917572,"about_ca_system_score_gemma":0.0008670742,"threshold_uncertainty_score":0.049623966},"labels":[],"label_agreement":null},{"id":"W4405930877","doi":"10.1016/j.compfluid.2024.106537","title":"Characterization of atmospheric and wind farm turbulence","year":2024,"lang":"en","type":"article","venue":"Computers & Fluids","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Turbulence; Environmental science; Meteorology; Atmospheric turbulence; Characterization (materials science); Atmospheric sciences; Mathematics; Geology; Physics; Optics","score_opus":0.005539018425663779,"score_gpt":0.19461812667684047,"score_spread":0.1890791082511767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405930877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386576,0.00009090745,0.05779539,0.000050317707,0.00002037868,0.0000415469,0.0002844872,0.00021077115,0.0028487027],"genre_scores_gemma":[0.9940799,0.00004952728,0.0054066796,0.000006673162,0.0000038196254,0.000014456126,0.0001955415,0.000012859373,0.0002304543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99979085,0.00003361146,0.000017388144,0.00005696407,0.00007091153,0.000030302306],"domain_scores_gemma":[0.9997023,0.00011255624,0.000047889534,0.000059626942,0.000049250553,0.00002837929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003413017,0.0002973673,0.00036406683,0.00042805253,0.00027541406,0.0007499433,0.00032171706,0.0004376017,0.00039309452],"category_scores_gemma":[0.0008257047,0.00017567386,0.00037246651,0.0005270831,0.00033057225,0.00090175256,0.0003665139,0.00034675986,0.000078980025],"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":[0.000055178985,0.00012727012,0.04193755,0.000038406142,0.000037033093,0.000085755164,0.000057146015,0.91791373,0.021387562,0.0023019866,0.00025548277,0.015802843],"study_design_scores_gemma":[0.0000055921423,0.000029402732,0.013733927,0.0000021498854,0.000003921546,0.000011766865,0.000021507254,0.9839977,0.0016179814,0.00039165528,0.00017546152,0.000008898095],"about_ca_topic_score_codex":0.00531983,"about_ca_topic_score_gemma":0.0060562044,"teacher_disagreement_score":0.00531983,"about_ca_system_score_codex":0.0003291596,"about_ca_system_score_gemma":0.0005607955,"threshold_uncertainty_score":0.010577738},"labels":[],"label_agreement":null},{"id":"W4406285225","doi":"10.2139/ssrn.5093625","title":"An Enhanced Machine Learning-Based Rapid Visual Screening Framework for Low-Rise Rc Buildings Considering Model Uncertainty and Decision Threshold Optimization","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Artificial intelligence; High rise; Machine learning; Engineering; Structural engineering","score_opus":0.01036534626864624,"score_gpt":0.2737796640897622,"score_spread":0.26341431782111596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406285225","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":[0.005910214,0.00007239678,0.99211895,0.000052651747,0.000016242313,0.000037116988,0.00005492393,0.0007771553,0.0009603628],"genre_scores_gemma":[0.5164773,0.00018680029,0.4777757,0.00013839295,0.000072195544,0.00018241633,0.00044293236,0.0003080863,0.004416091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994511,0.00011345456,0.000021883572,0.00010493272,0.00021130568,0.000097176366],"domain_scores_gemma":[0.9992028,0.0003234966,0.000064466134,0.000072926494,0.0002653337,0.00007098616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007410259,0.0009767849,0.0015477269,0.00088822626,0.00040422205,0.0015230023,0.0021069369,0.0013663105,0.0053973207],"category_scores_gemma":[0.0023701368,0.00055138656,0.0010241786,0.0006598862,0.00043369085,0.0011442172,0.0015221788,0.0011231995,0.0009746077],"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":[0.00018610267,0.00013197474,0.0005014743,0.00012525279,0.000032563054,0.00015315105,0.000052349234,0.84216595,0.011392276,0.008811403,0.0019062939,0.13454124],"study_design_scores_gemma":[0.000002375212,0.000008612254,0.000035480123,0.000002164033,0.0000018431061,0.000008330279,0.0000020284747,0.99849665,0.0005332078,0.00077618763,0.00013007718,0.0000030162103],"about_ca_topic_score_codex":0.009468212,"about_ca_topic_score_gemma":0.008188657,"teacher_disagreement_score":0.009468212,"about_ca_system_score_codex":0.000712147,"about_ca_system_score_gemma":0.0015116574,"threshold_uncertainty_score":0.018826187},"labels":[],"label_agreement":null},{"id":"W4406384985","doi":"10.1038/s41597-025-04420-2","title":"Author Correction: Typical and extreme weather datasets for studying the resilience of buildings to climate change and heatwaves","year":2025,"lang":"en","type":"erratum","venue":"Scientific Data","topic":"Wind and Air Flow Studies","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":"Concordia University; National Research Council Canada","funders":"","keywords":"Resilience (materials science); Climate change; Extreme weather; Environmental science; Climate extremes; Climatology; Geography; Environmental resource management; Ecology; Geology; Biology","score_opus":0.09279450622727894,"score_gpt":0.3117577800378403,"score_spread":0.21896327381056138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406384985","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":[0.0008639765,0.0008877337,0.004812617,0.037268814,0.8900741,0.000067026755,0.044870578,0.002491925,0.018663242],"genre_scores_gemma":[0.03325659,0.0063860873,0.030747643,0.036119,0.10588448,0.00047169876,0.11896499,0.017483655,0.6506859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995031,0.000630352,0.0008380462,0.0006394423,0.002607344,0.000253881],"domain_scores_gemma":[0.95142204,0.007843571,0.0018261969,0.003684656,0.03429869,0.00092490774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037667896,0.0020720046,0.0011982671,0.004425165,0.0026875252,0.00434318,0.0024541449,0.0029791866,0.10615592],"category_scores_gemma":[0.06078436,0.0008970299,0.001173403,0.0058003375,0.0013128282,0.0028605598,0.0025381697,0.0058657136,0.065017544],"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":[0.000016186596,0.0000027849553,0.0000942758,0.0000584156,0.0000047309977,0.000060182265,0.000026140699,0.00006283495,0.000041799416,0.00063100643,0.9949243,0.0040773703],"study_design_scores_gemma":[0.00002133621,0.000006770427,0.000708055,0.00019335063,0.000015693133,0.00017330002,0.00009440805,0.00021779771,0.00031289706,0.000812738,0.99741805,0.000025577045],"about_ca_topic_score_codex":0.041657746,"about_ca_topic_score_gemma":0.04797779,"teacher_disagreement_score":0.10615592,"about_ca_system_score_codex":0.0028963182,"about_ca_system_score_gemma":0.0064975307,"threshold_uncertainty_score":0.35512692},"labels":[],"label_agreement":null},{"id":"W4406398039","doi":"10.1016/0967-0653(94)93466-5","title":"10.1016/0967-0653(94)93466-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wind profiler; Boundary layer; Geology; Meteorology; Environmental science; Computer science; Mechanics; Geography; Physics; Telecommunications","score_opus":0.005034294090938617,"score_gpt":0.16147263532985262,"score_spread":0.156438341238914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406398039","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":[0.00057327736,0.00038515814,0.00064497796,0.00039243465,0.00031384293,0.00013652028,0.0007876057,0.00083843304,0.99592763],"genre_scores_gemma":[0.00077760016,0.00025314922,0.0003829165,0.0002678114,0.00008545608,0.000070333204,0.00040509377,0.00016851284,0.9975891],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993274,0.000046479854,0.000061405975,0.00024029516,0.00016026723,0.00016423785],"domain_scores_gemma":[0.99736553,0.00069005904,0.00014285414,0.0002920782,0.0006023109,0.0009071408],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013049385,0.0030877138,0.0021177812,0.0028282378,0.0029709507,0.0040047416,0.0036353648,0.006036199,0.99150157],"category_scores_gemma":[0.0018622094,0.0012897718,0.0016005574,0.0024844962,0.0026932647,0.0055654133,0.0036086023,0.0029102943,0.993932],"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":[0.0005444959,0.00034260945,0.0013253763,0.00075857126,0.00005730014,0.00035443972,0.00014908022,0.0005499046,0.0028576602,0.0049281195,0.3860556,0.6020768],"study_design_scores_gemma":[0.0000921483,0.00022621412,0.0013187714,0.0005212632,0.000023990386,0.0005091609,0.00019683741,0.00022480504,0.0004894459,0.00075869425,0.995602,0.00003667025],"about_ca_topic_score_codex":0.005185687,"about_ca_topic_score_gemma":0.0044288784,"teacher_disagreement_score":0.00849843,"about_ca_system_score_codex":0.0011144876,"about_ca_system_score_gemma":0.0009020103,"threshold_uncertainty_score":0.012121916},"labels":[],"label_agreement":null},{"id":"W4406398869","doi":"10.1016/0304-3908(77)90001-7","title":"10.1016/0304-3908(77)90001-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Moment (physics); Turbulence; Boundary (topology); Mechanics; Physics; Mathematics; Statistical physics; Classical mechanics; Mathematical analysis","score_opus":0.004063020478284781,"score_gpt":0.15600773713054664,"score_spread":0.15194471665226186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406398869","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":[0.00057095016,0.00034568837,0.0005339833,0.00036543302,0.0002896085,0.000115103096,0.000738607,0.0008109427,0.99622947],"genre_scores_gemma":[0.00068751705,0.0001979648,0.00027581185,0.00023999908,0.00006415053,0.000064126376,0.00034513787,0.00016723714,0.99795806],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992009,0.000049192207,0.00007204801,0.00029133732,0.00018633339,0.00020029796],"domain_scores_gemma":[0.9974241,0.0007058789,0.00015843193,0.00030188152,0.00063258194,0.0007771669],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013907937,0.003712796,0.0024018404,0.0031305216,0.0033627192,0.0038677738,0.0040051695,0.0067190644,0.9915976],"category_scores_gemma":[0.0019910613,0.0013586922,0.0016692486,0.0033121188,0.002908647,0.005493162,0.003237026,0.0029184185,0.99455243],"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":[0.0005104207,0.00037810835,0.0014114958,0.0008456167,0.000056209472,0.0004433819,0.00019051795,0.000639426,0.0030981575,0.006270748,0.39146292,0.5946929],"study_design_scores_gemma":[0.00008065022,0.00020177609,0.0011330022,0.00053173443,0.00001974269,0.0004772477,0.00021516778,0.00026776353,0.0005009915,0.00070868415,0.9958311,0.000032121985],"about_ca_topic_score_codex":0.007494596,"about_ca_topic_score_gemma":0.0056506814,"teacher_disagreement_score":0.008402407,"about_ca_system_score_codex":0.0016565275,"about_ca_system_score_gemma":0.0011939399,"threshold_uncertainty_score":0.014901936},"labels":[],"label_agreement":null},{"id":"W4406462940","doi":"10.1016/0304-3908(78)90062-0","title":"10.1016/0304-3908(78)90062-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Meteorology; Marine engineering; Geology; Engineering; Geography","score_opus":0.004018215318499562,"score_gpt":0.1553219975150547,"score_spread":0.15130378219655516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406462940","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":[0.0005336191,0.00027850078,0.00055297144,0.00033422868,0.00025312725,0.00011607326,0.0006409964,0.0007825376,0.99650794],"genre_scores_gemma":[0.00064864254,0.00016468743,0.00028867624,0.0002182603,0.00006102659,0.00005978776,0.0003074716,0.00016747466,0.99808395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930036,0.000044444187,0.000058565704,0.00026117213,0.00016753875,0.00016786854],"domain_scores_gemma":[0.9975489,0.00064680714,0.00013893287,0.00029650572,0.0005578629,0.0008110559],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012877567,0.003380686,0.0020949137,0.0029806716,0.00300222,0.003408008,0.0037063954,0.006222669,0.9916516],"category_scores_gemma":[0.0019337328,0.0011771702,0.0015205743,0.0028837575,0.0025412405,0.0050769243,0.0032995294,0.0025835128,0.9938512],"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":[0.00046530896,0.0003893219,0.0013165254,0.000726689,0.00004618422,0.00038985448,0.00018192138,0.000526807,0.002867901,0.006007335,0.37342072,0.6136614],"study_design_scores_gemma":[0.00007222145,0.00017970544,0.0011164579,0.0004216543,0.000016529233,0.00040652143,0.00019470135,0.00021942989,0.00041343685,0.00060999155,0.9963236,0.000025842157],"about_ca_topic_score_codex":0.0071191504,"about_ca_topic_score_gemma":0.0053100106,"teacher_disagreement_score":0.008348405,"about_ca_system_score_codex":0.0013687608,"about_ca_system_score_gemma":0.0010451942,"threshold_uncertainty_score":0.0141554475},"labels":[],"label_agreement":null},{"id":"W4406484118","doi":"10.1016/0967-0653(93)95243-y","title":"10.1016/0967-0653(93)95243-y","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"SODAR; Stability (learning theory); Meteorology; Turbulence modeling; Geology; Environmental science; Atmospheric sciences; Geography; Computer science; Turbulence; Planetary boundary layer","score_opus":0.004621583718825395,"score_gpt":0.15764113150911993,"score_spread":0.15301954779029453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406484118","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":[0.00059652963,0.00036215596,0.00061170815,0.0004167511,0.0002878248,0.00014392605,0.0008463902,0.0008749539,0.9958598],"genre_scores_gemma":[0.0007468068,0.00023887846,0.00036815443,0.0002817918,0.00008249296,0.00007809241,0.00041172557,0.0001740009,0.9976179],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993542,0.000043567205,0.000056290537,0.00023801603,0.00014475996,0.00016310466],"domain_scores_gemma":[0.9978148,0.00056056434,0.00012919183,0.00024403425,0.00046301127,0.00078837376],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012166313,0.0032743816,0.002245488,0.0029449863,0.0033070005,0.0040156296,0.0037871266,0.0064789713,0.9912991],"category_scores_gemma":[0.0018311283,0.0013002687,0.0016269704,0.0025522534,0.0026569169,0.005823788,0.0036129619,0.002837798,0.9935242],"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":[0.0005450295,0.0003586266,0.0014108006,0.0007617251,0.000054149943,0.00038059932,0.00016844725,0.0005485132,0.0026411752,0.005138062,0.41628605,0.57170683],"study_design_scores_gemma":[0.00010096308,0.00021830373,0.001268453,0.00049876096,0.000023045652,0.0005137845,0.00022170196,0.00021809917,0.0004358104,0.00071316503,0.99575233,0.000035594716],"about_ca_topic_score_codex":0.0067091202,"about_ca_topic_score_gemma":0.0052100825,"teacher_disagreement_score":0.008700907,"about_ca_system_score_codex":0.0012287993,"about_ca_system_score_gemma":0.000985788,"threshold_uncertainty_score":0.013340175},"labels":[],"label_agreement":null},{"id":"W4406484981","doi":"10.1016/0304-3908(77)90024-8","title":"10.1016/0304-3908(77)90024-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wind force; Architectural engineering; Environmental science; Meteorology; Engineering; Geography","score_opus":0.004091229799078578,"score_gpt":0.15550150078723368,"score_spread":0.1514102709881551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406484981","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":[0.0005721017,0.00032143592,0.00053312036,0.00035928257,0.00028134705,0.00012459056,0.00078942574,0.0008746822,0.99614406],"genre_scores_gemma":[0.00068744394,0.0001884307,0.0002698458,0.00023724022,0.00006344323,0.00006853799,0.00033399835,0.0001745332,0.9979766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991916,0.00004903353,0.00007004277,0.00030236508,0.00018326452,0.0002036992],"domain_scores_gemma":[0.99735165,0.00071716163,0.00016496115,0.0003147845,0.0006152552,0.0008362564],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001412491,0.003984883,0.0025416478,0.003306361,0.0035963422,0.004009722,0.004273383,0.006795552,0.99196965],"category_scores_gemma":[0.0020825465,0.0014417769,0.0016756536,0.0035646746,0.0031185285,0.005734639,0.0034915179,0.002973596,0.99459815],"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":[0.0005292302,0.00039565566,0.0013920679,0.00086290506,0.0000576528,0.00046352064,0.00020341111,0.00065009634,0.0030605348,0.006204088,0.41761804,0.56856287],"study_design_scores_gemma":[0.00008878796,0.00021230719,0.0011773476,0.0005568269,0.000021189264,0.00046900392,0.0002396146,0.00027597623,0.0004986388,0.0007019022,0.99572384,0.000034525056],"about_ca_topic_score_codex":0.0080301715,"about_ca_topic_score_gemma":0.00621978,"teacher_disagreement_score":0.008030355,"about_ca_system_score_codex":0.0017335147,"about_ca_system_score_gemma":0.0011894403,"threshold_uncertainty_score":0.015966892},"labels":[],"label_agreement":null},{"id":"W4406485531","doi":"10.1016/0967-0653(96)85689-4","title":"10.1016/0967-0653(96)85689-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Turbulence; Statistical physics; Compressibility; K-epsilon turbulence model; Geology; Mechanics; Physics","score_opus":0.005041886681254926,"score_gpt":0.16114976557138225,"score_spread":0.1561078788901273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406485531","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":[0.00055692845,0.0004286261,0.00063531904,0.0003728371,0.00032876348,0.00013076035,0.0007648975,0.0008189937,0.9959629],"genre_scores_gemma":[0.0007186599,0.00026205173,0.0003551323,0.0002569244,0.000088003566,0.00006907098,0.00039658754,0.00016004471,0.9976936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993425,0.000044471286,0.00006448253,0.00024440506,0.00014892967,0.0001553031],"domain_scores_gemma":[0.99742174,0.00068873103,0.00015288919,0.00029063283,0.00058541965,0.00086051074],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001370328,0.003524969,0.0022959502,0.0029118378,0.0031419187,0.004264845,0.0040055956,0.006143668,0.9908189],"category_scores_gemma":[0.0017954858,0.0014165336,0.0017282245,0.0026954352,0.0029821768,0.006357766,0.003515328,0.0032032186,0.99406636],"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":[0.00057325204,0.00033621772,0.0012904792,0.00089556805,0.000061419174,0.0003720612,0.00016353863,0.00059645093,0.0030517136,0.0055635753,0.38961366,0.597482],"study_design_scores_gemma":[0.00009211728,0.00022690704,0.0011584393,0.0005729197,0.000023369816,0.0005134272,0.00022273204,0.00023910729,0.0004878403,0.00080942473,0.9956143,0.000039474213],"about_ca_topic_score_codex":0.005407174,"about_ca_topic_score_gemma":0.0046742694,"teacher_disagreement_score":0.009181082,"about_ca_system_score_codex":0.0012128339,"about_ca_system_score_gemma":0.000942194,"threshold_uncertainty_score":0.013095677},"labels":[],"label_agreement":null},{"id":"W4406490009","doi":"10.1061/jsendh.steng-14352","title":"Discussion of “Wind-Tunnel Testing of Low- and Midrise Buildings under Heterogeneous Upwind Terrains”","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Wind tunnel; Terrain; Environmental science; Meteorology; Engineering; Aerospace engineering; Geography; Cartography","score_opus":0.005992812046310821,"score_gpt":0.20631886524222834,"score_spread":0.2003260531959175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406490009","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8196001,0.0007554974,0.11629825,0.016314637,0.002170349,0.00039292168,0.0007458121,0.0005637341,0.04315863],"genre_scores_gemma":[0.96574605,0.00021325162,0.016022794,0.004922301,0.0002034508,0.0001106948,0.00026579158,0.00005681194,0.012458928],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926347,0.00016297075,0.000035184246,0.00007240686,0.00037428498,0.00009174076],"domain_scores_gemma":[0.9991229,0.00042894616,0.000053842014,0.00009577511,0.00024791525,0.000050676746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017740906,0.0002876938,0.00023772026,0.00038751733,0.0012622006,0.00096392655,0.0014542512,0.0020112875,0.0034886852],"category_scores_gemma":[0.0031335768,0.00016457449,0.00053221383,0.0002763968,0.0011503597,0.0008188663,0.0005931423,0.0005930575,0.0004528614],"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":[0.0011490493,0.0006901884,0.05756498,0.0006813205,0.00013030278,0.0066165617,0.004448555,0.083545744,0.66605943,0.04414207,0.043908946,0.09106294],"study_design_scores_gemma":[0.00028463887,0.0026455803,0.14426939,0.00057244534,0.00019445497,0.004593414,0.009930814,0.124675564,0.42982903,0.0357251,0.24699044,0.0002891836],"about_ca_topic_score_codex":0.00234468,"about_ca_topic_score_gemma":0.0061291424,"teacher_disagreement_score":0.0034886852,"about_ca_system_score_codex":0.0003031167,"about_ca_system_score_gemma":0.00034884328,"threshold_uncertainty_score":0.011670828},"labels":[],"label_agreement":null},{"id":"W4406490826","doi":"10.1016/0967-0653(93)90068-i","title":"10.1016/0967-0653(93)90068-i","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Boundary layer; Precipitation; Layer (electronics); Atmospheric sciences; Materials science; Environmental science; Geology; Thermodynamics; Meteorology; Physics; Composite material","score_opus":0.004560948956530106,"score_gpt":0.15747275716981093,"score_spread":0.15291180821328082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406490826","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":[0.00052537053,0.00034953761,0.0005798553,0.0003739249,0.0002983863,0.00013210817,0.0006724691,0.0007569398,0.9963115],"genre_scores_gemma":[0.00071927905,0.00021601534,0.00034810317,0.00025613344,0.00007728326,0.00007381491,0.0003581836,0.00015766385,0.99779344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936587,0.00004024746,0.00005523128,0.00023067022,0.00014635078,0.00016161286],"domain_scores_gemma":[0.99784946,0.000530425,0.0001256029,0.00024049693,0.00044953328,0.0008044441],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011944335,0.003252213,0.0021066954,0.0029766837,0.0034137422,0.003942691,0.0037659577,0.0064960076,0.99088144],"category_scores_gemma":[0.0017559078,0.0012950123,0.0015191234,0.0024699653,0.0028013708,0.0058337376,0.0033956375,0.0028508976,0.99304587],"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":[0.000527129,0.00041583096,0.0014512149,0.0008122713,0.000049795864,0.000422147,0.00018917484,0.00055938325,0.0027902585,0.0059640007,0.4070561,0.57976264],"study_design_scores_gemma":[0.00008023116,0.0002110005,0.001176616,0.0004896646,0.000020993297,0.00050686277,0.00023597895,0.00022782262,0.00041162682,0.0007553567,0.99585223,0.000031688323],"about_ca_topic_score_codex":0.0064277155,"about_ca_topic_score_gemma":0.0055609443,"teacher_disagreement_score":0.009118557,"about_ca_system_score_codex":0.0012048761,"about_ca_system_score_gemma":0.0010131337,"threshold_uncertainty_score":0.013006449},"labels":[],"label_agreement":null},{"id":"W4406491462","doi":"10.1016/0304-3908(79)90043-2","title":"10.1016/0304-3908(79)90043-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reliability engineering; Computer science; Mathematics; Environmental science; Engineering","score_opus":0.004115113179313884,"score_gpt":0.15612193436607152,"score_spread":0.15200682118675765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406491462","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":[0.0006366476,0.00033407198,0.00055194466,0.0004098885,0.00028089617,0.0001271278,0.00085102196,0.0008703048,0.9959382],"genre_scores_gemma":[0.0007786497,0.00019300787,0.00031014948,0.0002739629,0.00006744592,0.00007087644,0.00037536374,0.00017990073,0.9977507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992256,0.00004743924,0.00006560177,0.0003014216,0.00017368961,0.00018615685],"domain_scores_gemma":[0.99763274,0.00064923347,0.00014895276,0.00028210334,0.0005316251,0.0007554209],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013571746,0.0038740898,0.0024084281,0.003104209,0.0033952326,0.0036652735,0.0040401686,0.006904397,0.9916871],"category_scores_gemma":[0.001948621,0.0013560537,0.0016099917,0.0032574001,0.0028810275,0.005628138,0.0034511646,0.002955131,0.99416935],"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":[0.0005495326,0.0004342491,0.0015484979,0.00085868244,0.000055795095,0.00048239154,0.00020415179,0.00063626247,0.003132455,0.006340485,0.39668646,0.58907104],"study_design_scores_gemma":[0.000094429015,0.0002260409,0.001293485,0.0005453025,0.000021096039,0.00052569364,0.00023111173,0.00028535168,0.0005115467,0.0007285491,0.99550396,0.00003340599],"about_ca_topic_score_codex":0.007049365,"about_ca_topic_score_gemma":0.005249901,"teacher_disagreement_score":0.008312881,"about_ca_system_score_codex":0.0015764349,"about_ca_system_score_gemma":0.0011117714,"threshold_uncertainty_score":0.014016628},"labels":[],"label_agreement":null},{"id":"W4406497257","doi":"10.1016/0967-0653(96)83931-7","title":"10.1016/0967-0653(96)83931-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Estimation; Wind speed; Econometrics; Statistics; Environmental science; Mathematics; Meteorology; Economics; Geography","score_opus":0.005047649273954908,"score_gpt":0.16117387969378758,"score_spread":0.15612623041983267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406497257","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":[0.00055576547,0.00043873794,0.0006015458,0.0003813745,0.00031489693,0.00012948905,0.0007390384,0.0008187013,0.9960204],"genre_scores_gemma":[0.0006927527,0.00026660034,0.00032340584,0.00026087998,0.000083274965,0.000068396395,0.000397158,0.00015811481,0.9977495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993118,0.000047827292,0.00006622202,0.000249435,0.00015471767,0.0001699606],"domain_scores_gemma":[0.99737954,0.0007157509,0.00015364467,0.00028574155,0.0005951304,0.00087029696],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013579729,0.0033981137,0.0023534948,0.0029371043,0.0031364562,0.0042877784,0.003940706,0.0063978527,0.991002],"category_scores_gemma":[0.0018400623,0.0013721276,0.0017126674,0.0025929296,0.002890003,0.0062301634,0.0036885694,0.0031163222,0.9940451],"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":[0.0005462087,0.00033033296,0.0012211775,0.00085588545,0.00005646875,0.00036800205,0.00015927339,0.0005770432,0.0028180322,0.005173462,0.3885205,0.5993735],"study_design_scores_gemma":[0.00009104901,0.0002387288,0.0011697784,0.00061441126,0.000023983954,0.0005318869,0.00023262821,0.0002406505,0.00048545722,0.00081263704,0.99551916,0.00003961854],"about_ca_topic_score_codex":0.005234281,"about_ca_topic_score_gemma":0.0045445776,"teacher_disagreement_score":0.008997977,"about_ca_system_score_codex":0.0011971575,"about_ca_system_score_gemma":0.00094463344,"threshold_uncertainty_score":0.012834549},"labels":[],"label_agreement":null},{"id":"W4406501779","doi":"10.1016/j.jweia.2025.106008","title":"Influence of blockage ratios in shaping wind dynamics in urban environments","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Concordia University","funders":"Special Project for Research and Development in Key areas of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; Southern University of Science and Technology; Shenzhen Science and Technology Innovation Program; Guangdong Science and Technology Department; Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Dynamics (music); Environmental science; Aerospace engineering; Atmospheric sciences; Engineering; Geology; Physics; Acoustics","score_opus":0.00859503362342224,"score_gpt":0.19720095943955945,"score_spread":0.18860592581613722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406501779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609333,0.00004346366,0.0033215394,0.000008187519,0.0000030008407,0.000006257039,0.00001744493,0.000020529782,0.0004862978],"genre_scores_gemma":[0.9994161,0.000028447761,0.00048089202,0.000001395374,5.751584e-7,0.0000022200009,0.000012666488,0.000004418103,0.000053196094],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999149,0.000021800408,0.000004807566,0.0000146166985,0.000014251928,0.00002962272],"domain_scores_gemma":[0.9998306,0.0000706986,0.00003705916,0.000016898355,0.000017253235,0.000027371198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017957625,0.00026636687,0.00020860347,0.00024033034,0.00028914624,0.0004205277,0.00013747126,0.00019796888,0.0003145408],"category_scores_gemma":[0.0006109235,0.00016936925,0.00019957074,0.00014178631,0.00035470948,0.00046444102,0.00038127336,0.00014044998,0.000071863076],"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":[0.00022697596,0.00015271122,0.053270783,0.000056685523,0.000044104607,0.00035043844,0.00025248225,0.859913,0.073153116,0.0018319832,0.000118787764,0.010628957],"study_design_scores_gemma":[0.000032000513,0.00020371837,0.05569931,0.000014414206,0.000037939088,0.00007134069,0.00025495974,0.9284532,0.014081732,0.0006180279,0.0005054557,0.000027831844],"about_ca_topic_score_codex":0.0046773627,"about_ca_topic_score_gemma":0.006494054,"teacher_disagreement_score":0.0046773627,"about_ca_system_score_codex":0.00019878206,"about_ca_system_score_gemma":0.00029648127,"threshold_uncertainty_score":0.009300232},"labels":[],"label_agreement":null},{"id":"W4406503045","doi":"10.1016/0304-3908(78)90020-6","title":"10.1016/0304-3908(78)90020-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Leakage (economics); Wind tunnel; Environmental science; Marine engineering; Structural engineering; Engineering; Aerospace engineering","score_opus":0.004131419602974283,"score_gpt":0.15538669192090684,"score_spread":0.15125527231793257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406503045","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":[0.0006391156,0.00035214855,0.00061908946,0.00038751677,0.00028930232,0.00012472355,0.0008162521,0.00087695173,0.9958949],"genre_scores_gemma":[0.0007682077,0.0001954095,0.0003169037,0.00024277648,0.00006755439,0.00006889847,0.0003575224,0.00017597349,0.99780685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925023,0.00004410704,0.00006606642,0.0002889992,0.00016871377,0.00018188093],"domain_scores_gemma":[0.9975777,0.0006614081,0.00015706016,0.0002884258,0.0005472249,0.00076814956],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013704299,0.0036486224,0.0023244051,0.002976852,0.0031687988,0.0035886902,0.0039362726,0.0065365364,0.9915768],"category_scores_gemma":[0.0018940973,0.0013104092,0.0015980318,0.0032137854,0.002847014,0.005463157,0.003269587,0.0028456768,0.9944062],"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":[0.0005514178,0.00039874998,0.0014074853,0.0008502023,0.00005314479,0.00043522258,0.00019387902,0.00059160305,0.0032922816,0.0062768986,0.3681485,0.6178006],"study_design_scores_gemma":[0.000090410744,0.00021587811,0.0012105468,0.0005057574,0.000020031594,0.00048519383,0.00021708959,0.00026763204,0.00053020386,0.00072527904,0.9957009,0.000031013824],"about_ca_topic_score_codex":0.0065525305,"about_ca_topic_score_gemma":0.0050257426,"teacher_disagreement_score":0.008423209,"about_ca_system_score_codex":0.0015185949,"about_ca_system_score_gemma":0.0010626632,"threshold_uncertainty_score":0.013028741},"labels":[],"label_agreement":null},{"id":"W4406514904","doi":"10.1016/s0967-0653(97)84342-6","title":"10.1016/s0967-0653(97)84342-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Benthic zone; Aggregate (composite); Boundary layer; Layer (electronics); Boundary (topology); Environmental science; Geology; Oceanography; Materials science; Mathematics; Mechanics; Composite material; Physics; Mathematical analysis","score_opus":0.005880482575206384,"score_gpt":0.1644094787252323,"score_spread":0.1585289961500259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406514904","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":[0.00049289287,0.0004449253,0.00076756347,0.0003624199,0.00031767946,0.00012083815,0.0008002765,0.0009086739,0.9957847],"genre_scores_gemma":[0.00056760065,0.00019659157,0.0003439028,0.00018625344,0.00006872025,0.00006416656,0.00035566746,0.00015890527,0.998058],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930406,0.000045814864,0.000060483922,0.0002590529,0.00017474535,0.0001557807],"domain_scores_gemma":[0.9974596,0.00065806025,0.0001831137,0.00030094018,0.00059187843,0.0008064199],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013024458,0.0033018321,0.0022346037,0.0031325878,0.0027136859,0.0041849813,0.004033064,0.0064002546,0.990866],"category_scores_gemma":[0.0018102214,0.0011867818,0.0017435355,0.002907194,0.002335528,0.0059844535,0.0035456577,0.00292182,0.9940289],"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":[0.00044593198,0.00025073532,0.0009195734,0.00072349195,0.000045987308,0.0002776646,0.00013598587,0.00048205434,0.0022632433,0.005928522,0.3623186,0.6262081],"study_design_scores_gemma":[0.00007032623,0.00016087612,0.00072274473,0.00043446312,0.000018219805,0.00039399115,0.00013658068,0.00019940031,0.0003606834,0.0006080653,0.9968644,0.000030352463],"about_ca_topic_score_codex":0.0045214854,"about_ca_topic_score_gemma":0.0038009323,"teacher_disagreement_score":0.009133995,"about_ca_system_score_codex":0.0012644497,"about_ca_system_score_gemma":0.0010859019,"threshold_uncertainty_score":0.013028562},"labels":[],"label_agreement":null},{"id":"W4406515333","doi":"10.1016/s0967-0653(98)80192-0","title":"10.1016/s0967-0653(98)80192-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Predictability; El Niño Southern Oscillation; Climatology; Environmental science; Atmospheric sciences; Mathematics; Geology; Statistics","score_opus":0.005208500600970849,"score_gpt":0.16491109167331522,"score_spread":0.15970259107234436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406515333","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":[0.00040675368,0.00030187107,0.00066141714,0.00031447006,0.00027002502,0.0001118267,0.0005978872,0.00081322424,0.99652255],"genre_scores_gemma":[0.0004914802,0.00015604157,0.00033052845,0.00017586439,0.00006350244,0.000061017487,0.00028897604,0.00014916879,0.9982834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937505,0.00004262767,0.000050628994,0.00023330352,0.00016446214,0.00013397534],"domain_scores_gemma":[0.99763834,0.0005847273,0.00014664163,0.00028664857,0.0005486005,0.0007950975],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011838423,0.0028627724,0.0018804282,0.0030302051,0.0026258794,0.0038571567,0.003619365,0.00588439,0.9909108],"category_scores_gemma":[0.0018682701,0.001064167,0.0016192634,0.0025706382,0.0022026708,0.005498682,0.0033161652,0.0027033726,0.99353665],"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":[0.0003759457,0.00024958822,0.0008562455,0.0006166534,0.000038242957,0.00025063596,0.00013312508,0.0004195075,0.0019956818,0.005886402,0.40021425,0.58896375],"study_design_scores_gemma":[0.000058473935,0.00013175394,0.00066064525,0.00034896744,0.00001401788,0.00032873574,0.0001227185,0.00016924657,0.00026190883,0.0005330524,0.9973464,0.000023975923],"about_ca_topic_score_codex":0.005128546,"about_ca_topic_score_gemma":0.004162991,"teacher_disagreement_score":0.009089172,"about_ca_system_score_codex":0.0011674728,"about_ca_system_score_gemma":0.0010454506,"threshold_uncertainty_score":0.012964606},"labels":[],"label_agreement":null},{"id":"W4406515644","doi":"10.1016/s0967-0653(97)83624-1","title":"10.1016/s0967-0653(97)83624-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Turbulent diffusion; Dispersion (optics); Diffusion; Turbulence; Diffusion theory; Statistical physics; Environmental science; Mathematics; Statistics; Mechanics; Thermodynamics; Physics; Optics","score_opus":0.005865856817864553,"score_gpt":0.16423964412738792,"score_spread":0.15837378730952337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406515644","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":[0.0004428904,0.00038121,0.0006737165,0.00036580805,0.0003013532,0.00011729453,0.0007200935,0.0008345571,0.996163],"genre_scores_gemma":[0.00049145764,0.00017889413,0.00030254573,0.00017391844,0.000063075524,0.000058992013,0.00031679592,0.00013978338,0.99827456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993563,0.000042271757,0.000053181702,0.00023849483,0.00016726046,0.00014247684],"domain_scores_gemma":[0.9977188,0.00055699644,0.00015525629,0.00025957797,0.00056004873,0.0007493809],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011589073,0.0029954822,0.002080337,0.0029916808,0.0025872656,0.0039546764,0.0037330948,0.006008526,0.9905613],"category_scores_gemma":[0.0018236153,0.0010540617,0.001561811,0.002663118,0.0021000498,0.005538192,0.0031668006,0.0027331808,0.99345857],"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":[0.0003904174,0.00023690313,0.0008624269,0.0006343993,0.000038157476,0.00025427475,0.0001266747,0.0004430139,0.0019939344,0.005460273,0.3800542,0.6095054],"study_design_scores_gemma":[0.000058266523,0.00013667461,0.0006468797,0.00037417095,0.000015350884,0.00033841943,0.0001230037,0.00018023526,0.00029453158,0.00052807183,0.9972799,0.000024385425],"about_ca_topic_score_codex":0.005010741,"about_ca_topic_score_gemma":0.004123324,"teacher_disagreement_score":0.0094386935,"about_ca_system_score_codex":0.0012194605,"about_ca_system_score_gemma":0.001117509,"threshold_uncertainty_score":0.0134631395},"labels":[],"label_agreement":null},{"id":"W4406517880","doi":"10.1016/s0967-0653(95)97519-5","title":"10.1016/s0967-0653(95)97519-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Random walk; Reflection (computer programming); Turbulence; Dispersion (optics); Statistical physics; Gaussian; Boundary (topology); Physics; Optics; Mechanics; Mathematics; Computer science; Mathematical analysis; Statistics; Quantum mechanics","score_opus":0.005286464102004362,"score_gpt":0.16491776184284784,"score_spread":0.15963129774084348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406517880","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":[0.0004525981,0.000435781,0.00068734406,0.00034944,0.00030920518,0.00011992371,0.0007809462,0.0008666512,0.99599814],"genre_scores_gemma":[0.00055595796,0.00020416516,0.0003308648,0.00018936038,0.000067482666,0.00006584014,0.00035114723,0.00014739246,0.9980877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929976,0.00004893051,0.00006118227,0.00025793136,0.00018042835,0.00015162396],"domain_scores_gemma":[0.9974837,0.0006781089,0.00017431444,0.00029663878,0.0006182622,0.00074911676],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012595442,0.0029653218,0.0021197866,0.003101719,0.002648889,0.0041166134,0.0040315664,0.0061560515,0.99070966],"category_scores_gemma":[0.0018989705,0.0010839135,0.0016722224,0.0028519644,0.0021999916,0.005531588,0.0033319248,0.0027550324,0.99375904],"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":[0.00041775542,0.00024294923,0.00090606406,0.00070462725,0.000044558834,0.00025432443,0.00012700436,0.00043693554,0.0020616702,0.005796518,0.36821342,0.6207943],"study_design_scores_gemma":[0.000061740175,0.00013943967,0.0006715358,0.000410981,0.000016712658,0.00033657963,0.00012042734,0.00016743504,0.00030809734,0.0005537463,0.9971866,0.000026700867],"about_ca_topic_score_codex":0.0050090007,"about_ca_topic_score_gemma":0.0041666497,"teacher_disagreement_score":0.009290338,"about_ca_system_score_codex":0.0012679327,"about_ca_system_score_gemma":0.001107337,"threshold_uncertainty_score":0.013251483},"labels":[],"label_agreement":null},{"id":"W4406529057","doi":"10.1016/0967-0653(96)80184-0","title":"10.1016/0967-0653(96)80184-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Turbulence; Scale (ratio); Large eddy simulation; Environmental science; Surface layer; Atmospheric sciences; Surface (topology); Atmospheric turbulence; Meteorology; Layer (electronics); Geology; Physics; Materials science; Mathematics; Geometry; Nanotechnology","score_opus":0.005108135996825493,"score_gpt":0.16190997176987476,"score_spread":0.15680183577304926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406529057","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":[0.00050650083,0.0003273966,0.00060888653,0.00033736706,0.00028032277,0.00012662074,0.0006674624,0.00079757324,0.99634796],"genre_scores_gemma":[0.000647993,0.00022292018,0.00033881827,0.00022902852,0.00007345864,0.00006534644,0.00033817618,0.00016172303,0.9979226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993363,0.000047401623,0.000059489208,0.00024837715,0.00015151921,0.0001568793],"domain_scores_gemma":[0.9974843,0.0006791294,0.00013491686,0.0002862997,0.00051658583,0.00089865486],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013404359,0.0033320324,0.0021989734,0.0030409328,0.0030838372,0.0040485254,0.0038050436,0.006237628,0.991434],"category_scores_gemma":[0.0018860928,0.0013028,0.0016415641,0.002590798,0.002766713,0.0060909395,0.0037676056,0.0029842672,0.9937255],"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":[0.00052295264,0.00035596895,0.001171126,0.0007831761,0.000050327584,0.00034286425,0.00016545129,0.000576504,0.002651521,0.00570314,0.39976513,0.58791184],"study_design_scores_gemma":[0.000084010746,0.00020489539,0.0010186598,0.00049144425,0.000019028728,0.0004263902,0.00022199946,0.00022593091,0.0003906928,0.0007420109,0.9961409,0.000034123514],"about_ca_topic_score_codex":0.00577401,"about_ca_topic_score_gemma":0.005002503,"teacher_disagreement_score":0.008566022,"about_ca_system_score_codex":0.0011835108,"about_ca_system_score_gemma":0.0009331075,"threshold_uncertainty_score":0.0122182965},"labels":[],"label_agreement":null},{"id":"W4406530525","doi":"10.1016/0304-3908(75)90020-x","title":"10.1016/0304-3908(75)90020-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wind engineering; Environmental science; Geology; Structural engineering; Engineering","score_opus":0.0041510129441897055,"score_gpt":0.15563813424210204,"score_spread":0.15148712129791234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406530525","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":[0.000655435,0.0003277358,0.0005681164,0.00035761535,0.00027253947,0.00012068448,0.00075899,0.0008324228,0.99610645],"genre_scores_gemma":[0.0008098588,0.00019214839,0.0003162226,0.00023884446,0.0000668287,0.00006571669,0.00035132008,0.00017785488,0.9977812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992872,0.00004243362,0.00006142565,0.00026790143,0.00016528303,0.00017586838],"domain_scores_gemma":[0.99760973,0.0006567075,0.00015395458,0.00028972613,0.0004936367,0.0007962026],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012488711,0.003676554,0.002180993,0.0030278869,0.0032981967,0.003374779,0.0039718454,0.006357109,0.9913327],"category_scores_gemma":[0.0018814685,0.0012496397,0.0015537402,0.0030248726,0.002775436,0.0051981835,0.0030610382,0.0027185797,0.9935681],"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":[0.00052872655,0.00044868456,0.0015161039,0.00088470755,0.00005406399,0.00044104832,0.00022661203,0.0006252104,0.003210432,0.0068327,0.3761076,0.6091241],"study_design_scores_gemma":[0.00008367664,0.00020849741,0.0013564843,0.0004867537,0.000021555292,0.00045318436,0.00023109656,0.000256212,0.00053493556,0.00070018944,0.99563617,0.00003117541],"about_ca_topic_score_codex":0.008834727,"about_ca_topic_score_gemma":0.0063337064,"teacher_disagreement_score":0.008834727,"about_ca_system_score_codex":0.0014911068,"about_ca_system_score_gemma":0.0011085564,"threshold_uncertainty_score":0.017566621},"labels":[],"label_agreement":null},{"id":"W4406532025","doi":"10.1016/0967-0653(95)96514-6","title":"10.1016/0967-0653(95)96514-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plume; Hydrothermal circulation; Line (geometry); Geology; Meteorology; Seismology; Geography; Geometry; Mathematics","score_opus":0.005089037678729179,"score_gpt":0.16187542740276503,"score_spread":0.15678638972403586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406532025","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":[0.0005429544,0.00043197273,0.00062712963,0.00037893484,0.0003110094,0.00013562125,0.0008174544,0.000836837,0.9959181],"genre_scores_gemma":[0.0007084005,0.00026123237,0.00034828743,0.00025421713,0.00008169603,0.000072765135,0.00040145678,0.0001627109,0.99770916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992919,0.0000477818,0.00006859071,0.00025761814,0.00016621326,0.00016794045],"domain_scores_gemma":[0.99733305,0.00074574887,0.00015883573,0.00029559073,0.00059881643,0.0008678918],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013459047,0.0033808546,0.0023295304,0.003108209,0.0031093438,0.004294102,0.0041355155,0.00655142,0.9914546],"category_scores_gemma":[0.0019262825,0.0013835765,0.0017083146,0.0026308757,0.0028592206,0.006045803,0.0037206851,0.0030424513,0.99421173],"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":[0.00055123493,0.0003356064,0.0012319381,0.00085115805,0.000055180422,0.00035475878,0.00015329751,0.0005611462,0.0028070598,0.0052750814,0.3794433,0.6083803],"study_design_scores_gemma":[0.00009065188,0.00022213644,0.0011364853,0.0005703184,0.00002244457,0.00047509247,0.00020461493,0.00021425023,0.00044266388,0.0007928386,0.9957902,0.000038281076],"about_ca_topic_score_codex":0.0057122465,"about_ca_topic_score_gemma":0.004936959,"teacher_disagreement_score":0.008545399,"about_ca_system_score_codex":0.0012484405,"about_ca_system_score_gemma":0.0009567231,"threshold_uncertainty_score":0.012188911},"labels":[],"label_agreement":null},{"id":"W4406535822","doi":"10.1016/0304-3908(77)90021-2","title":"10.1016/0304-3908(77)90021-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Boundary layer; Environmental science; Planetary boundary layer; Atmospheric sciences; Meteorology; Layer (electronics); Geology; Mechanics; Materials science; Physics","score_opus":0.004170831304874262,"score_gpt":0.15581860366837133,"score_spread":0.15164777236349708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406535822","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":[0.00055237603,0.0002904665,0.0005394745,0.00035375723,0.00026578098,0.00011465938,0.000771573,0.0008283389,0.9962836],"genre_scores_gemma":[0.0006921384,0.00017687937,0.00028811375,0.00022630402,0.00006016606,0.00006343352,0.00033908867,0.00016702662,0.9979868],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992526,0.000044569904,0.0000631248,0.00028378502,0.00017502723,0.00018082876],"domain_scores_gemma":[0.99767226,0.000623617,0.00014106095,0.00027592172,0.0005552775,0.00073182787],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013170098,0.0036353373,0.0022583264,0.003115531,0.0033445007,0.0037609,0.0037663477,0.0063065933,0.99178207],"category_scores_gemma":[0.00195809,0.001301654,0.001555956,0.003289832,0.0027860962,0.0054020123,0.0031787327,0.0028839428,0.9945214],"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":[0.00049519836,0.00038630742,0.0014478063,0.00079564226,0.000052305037,0.00045863615,0.00019421008,0.0006175521,0.0031239947,0.006507177,0.41056228,0.57535887],"study_design_scores_gemma":[0.00007902244,0.00018842568,0.0011257813,0.00048399915,0.000018854063,0.00047129294,0.00021248602,0.0002632288,0.00047183124,0.0006761018,0.9959781,0.00003086555],"about_ca_topic_score_codex":0.007417411,"about_ca_topic_score_gemma":0.0057474882,"teacher_disagreement_score":0.008217931,"about_ca_system_score_codex":0.0016584906,"about_ca_system_score_gemma":0.0011321596,"threshold_uncertainty_score":0.014748454},"labels":[],"label_agreement":null},{"id":"W4406544286","doi":"10.1016/0304-3908(75)90007-7","title":"10.1016/0304-3908(75)90007-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Environmental science; Engineering","score_opus":0.0040626078389516705,"score_gpt":0.15664283329612083,"score_spread":0.15258022545716915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406544286","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":[0.00060117943,0.00033833264,0.00056488963,0.00036346374,0.00028020982,0.00011483732,0.0007967778,0.00089509884,0.9960452],"genre_scores_gemma":[0.0007483955,0.00018068732,0.00029324307,0.00024166833,0.00006291172,0.00006127512,0.0003645481,0.00018072265,0.9978666],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992353,0.000047082103,0.00006718868,0.00028495872,0.00018034599,0.00018513002],"domain_scores_gemma":[0.99748284,0.00068647147,0.00015443684,0.000313574,0.00060542545,0.0007573493],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013141562,0.0034626352,0.0023163678,0.0030358473,0.003276508,0.0037022491,0.003889454,0.006508973,0.99157286],"category_scores_gemma":[0.0019005212,0.0012441552,0.0016372934,0.0030046015,0.0027240368,0.00505995,0.0032426496,0.0027750717,0.99442214],"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":[0.00051145535,0.00040240202,0.0014887969,0.00079182896,0.000056210345,0.00040514258,0.00019061925,0.00060574047,0.003154751,0.0061556534,0.38629514,0.5999423],"study_design_scores_gemma":[0.00007887982,0.00019583995,0.00113964,0.00047926715,0.00001945463,0.00043174624,0.0002006921,0.000252051,0.00048622128,0.0006587426,0.99602735,0.000030144049],"about_ca_topic_score_codex":0.007249355,"about_ca_topic_score_gemma":0.005392091,"teacher_disagreement_score":0.008427143,"about_ca_system_score_codex":0.0015125998,"about_ca_system_score_gemma":0.0011142619,"threshold_uncertainty_score":0.01441431},"labels":[],"label_agreement":null},{"id":"W4406693644","doi":"10.26277/secnrs.2024.114.4.002","title":"ДЕТЕРМИНИСТИЧЕСКИЙ АНАЛИЗ ВНУТРЕННИХ ВОЗДЕЙСТВИЙ ПРИ ОБОСНОВАНИИ БЕЗОПАСНОСТИ АТОМНЫХ СТАНЦИЙ","year":2024,"lang":"ru","type":"article","venue":"Ядерная и радиационная безопасность.","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.01009077725775405,"score_gpt":0.22776788422228905,"score_spread":0.21767710696453502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406693644","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":[0.019607112,0.0074196905,0.0639284,0.020660881,0.0021143795,0.0001795737,0.00070698815,0.0005290044,0.884854],"genre_scores_gemma":[0.53700763,0.014121523,0.10879016,0.0035879184,0.0013479353,0.0007617432,0.0010516578,0.0010843505,0.33224714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9943527,0.0015118467,0.00024655001,0.001000093,0.0023666825,0.00052205863],"domain_scores_gemma":[0.9953135,0.0013053155,0.00033853966,0.0008973536,0.0016881651,0.00045715694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003636982,0.0008114672,0.00054279226,0.002354321,0.003918622,0.012379324,0.0014364423,0.0026934762,0.052540816],"category_scores_gemma":[0.009117724,0.0006969403,0.00087754807,0.0023001968,0.0069206697,0.006647672,0.003510678,0.0038389151,0.016227853],"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":[0.000054625474,0.00004100794,0.00093836786,0.00020172249,0.000021665008,0.00019296522,0.0030827785,0.0006588125,0.0014874304,0.91713005,0.01711303,0.059077535],"study_design_scores_gemma":[0.000032180364,0.000038899198,0.0022701703,0.00035188123,0.000035603913,0.0003271665,0.0031255821,0.0011231655,0.002539986,0.27598315,0.71409845,0.0000737254],"about_ca_topic_score_codex":0.009262043,"about_ca_topic_score_gemma":0.009624972,"teacher_disagreement_score":0.052540816,"about_ca_system_score_codex":0.00533284,"about_ca_system_score_gemma":0.009396194,"threshold_uncertainty_score":0.17576653},"labels":[],"label_agreement":null},{"id":"W4407027599","doi":"10.1016/j.jobe.2025.111934","title":"In-situ testing and numerical study of thermal performance of blind systems in a cold climate zone","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Cold climate; In situ; Thermal; Environmental science; Geology; Climatology; Meteorology; Geography","score_opus":0.00967435005440473,"score_gpt":0.22305034050085573,"score_spread":0.213375990446451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407027599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99468696,0.000056678084,0.004477578,0.000015198109,0.000012572141,0.000010611206,0.00006734368,0.00006456926,0.00060851837],"genre_scores_gemma":[0.9979067,0.00002516864,0.0017791244,0.000004479063,0.0000014493871,0.0000067033434,0.000026532649,0.000006146232,0.0002437699],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975735,0.000033934313,0.000015266829,0.00005495275,0.00009181876,0.00004671877],"domain_scores_gemma":[0.9996493,0.00015019366,0.0000491294,0.000051223582,0.00007185659,0.000028291803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046196967,0.0003630432,0.0004671243,0.0002777427,0.00043807336,0.00051807304,0.00039563008,0.0004115304,0.0007765641],"category_scores_gemma":[0.00070976914,0.00018740265,0.00040831024,0.00022408622,0.0004777081,0.0004338163,0.00037848108,0.00029771766,0.0001419037],"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":[0.0010830765,0.00049179245,0.03641122,0.00050993345,0.00006289956,0.00056343,0.0010511286,0.12621076,0.7982585,0.00057024445,0.0006256749,0.034161262],"study_design_scores_gemma":[0.000071300274,0.0017337934,0.057873283,0.00004060607,0.00010502753,0.00030420735,0.0011295024,0.4153203,0.5209947,0.00050509657,0.0018360754,0.00008607896],"about_ca_topic_score_codex":0.0017879315,"about_ca_topic_score_gemma":0.0025041504,"teacher_disagreement_score":0.0017879315,"about_ca_system_score_codex":0.00033875444,"about_ca_system_score_gemma":0.00021721653,"threshold_uncertainty_score":0.003555119},"labels":[],"label_agreement":null},{"id":"W4407073537","doi":"10.1016/j.jweia.2025.106019","title":"Wind-induced loads on canopies attached to building walls","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Structural engineering; Environmental science; Wind engineering; Marine engineering; Geology; Meteorology; Engineering; Geography","score_opus":0.014422125894129782,"score_gpt":0.23163783848871042,"score_spread":0.21721571259458064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407073537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970611,0.000031436506,0.0004502574,0.000008588544,0.000014067859,0.000014803544,0.0000534573,0.000014488228,0.002351887],"genre_scores_gemma":[0.998765,0.00002983176,0.000056595396,0.000002284615,0.0000028752725,0.0000047759813,0.000049353686,0.0000061985356,0.0010830908],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997265,0.000017971208,0.000007310489,0.000026408032,0.00008382089,0.00013808331],"domain_scores_gemma":[0.99965453,0.00010643437,0.000026425552,0.00002626894,0.000100968966,0.00008537916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016085888,0.00045373166,0.0005326404,0.0007119336,0.0009953751,0.0006036878,0.00041838046,0.00048865343,0.0069837105],"category_scores_gemma":[0.00078970566,0.00026284382,0.00041059405,0.00046283536,0.00066966726,0.0003338948,0.0007254011,0.00046026925,0.0009175648],"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":[0.0060250065,0.00073579926,0.0367106,0.00035649503,0.00013011157,0.0054458887,0.0011245736,0.09394031,0.8175089,0.0019327434,0.0013140315,0.034775596],"study_design_scores_gemma":[0.00016531453,0.0014804341,0.56213003,0.000060567567,0.0001615337,0.00051254977,0.0039368006,0.14728428,0.28109145,0.0010736451,0.0019993314,0.000104115206],"about_ca_topic_score_codex":0.0044723526,"about_ca_topic_score_gemma":0.0038703266,"teacher_disagreement_score":0.0069837105,"about_ca_system_score_codex":0.00032890425,"about_ca_system_score_gemma":0.00036337748,"threshold_uncertainty_score":0.023362815},"labels":[],"label_agreement":null},{"id":"W4407296526","doi":"10.1177/17442591251317727","title":"Data-driven modelling of pressurized corridor ventilation system performance in a multi-unit residential building","year":2025,"lang":"en","type":"article","venue":"Journal of Building Physics","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Carleton University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; American Society of Heating, Refrigerating and Air-Conditioning Engineers","keywords":"Cabin pressurization; Doors; Environmental science; Unit (ring theory); Ventilation (architecture); Airflow; Engineering; Marine engineering; Structural engineering; Mechanical engineering","score_opus":0.06022671871841444,"score_gpt":0.28950945214081014,"score_spread":0.2292827334223957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407296526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97932005,0.00006973446,0.018746639,0.00008989392,0.000012060432,0.000047170295,0.0006470592,0.00024248687,0.0008249213],"genre_scores_gemma":[0.9960963,0.000025698526,0.0029707635,0.000007143972,0.000001840133,0.000036772843,0.0003533802,0.00000825493,0.00049990177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997758,0.000049342143,0.000014769491,0.00007629161,0.00004047286,0.000043249616],"domain_scores_gemma":[0.9992525,0.00043272495,0.000083093015,0.000029216997,0.00016295064,0.00003941195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074763136,0.0008052556,0.0005770741,0.0004689488,0.0003481886,0.0007389854,0.0010849858,0.0009953205,0.0009117399],"category_scores_gemma":[0.0012737378,0.00048402528,0.000653804,0.0004120246,0.00049002643,0.0004704007,0.0003760212,0.00074258074,0.00018883472],"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":[0.000036969835,0.000045271434,0.003999557,0.000016726119,0.000011473044,0.000022963459,0.000023475222,0.9932613,0.0006990687,0.000081772494,0.000055920937,0.0017455175],"study_design_scores_gemma":[0.000002080462,0.000013534864,0.00137548,9.734763e-7,0.0000016954476,0.0000021983951,0.00000737135,0.998334,0.00021050303,0.000023901677,0.00002543277,0.0000028239613],"about_ca_topic_score_codex":0.09694645,"about_ca_topic_score_gemma":0.062637866,"teacher_disagreement_score":0.09694645,"about_ca_system_score_codex":0.0016728992,"about_ca_system_score_gemma":0.0010019037,"threshold_uncertainty_score":0.19276434},"labels":[],"label_agreement":null},{"id":"W4407309977","doi":"10.1016/j.jweia.2025.106032","title":"Experimental simulation of downburst-like outflows and the associated dynamic properties of a self-supported transmission tower","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Transmission tower; Tower; Transmission (telecommunications); Dynamic simulation; Environmental science; Materials science; Structural engineering; Engineering; Simulation; Electrical engineering","score_opus":0.009080211863826218,"score_gpt":0.20446913321573026,"score_spread":0.19538892135190405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407309977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975643,0.000014899873,0.0010990241,0.00002428528,0.000011296203,0.000011705656,0.00014298837,0.000074762145,0.001056767],"genre_scores_gemma":[0.99945897,0.000007967357,0.00027126732,0.000002837356,0.0000011738794,0.0000045788825,0.00006844259,0.000005447565,0.00017925538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989283,0.000018133493,0.0000068743666,0.0000189437,0.0000295273,0.000033641736],"domain_scores_gemma":[0.9992968,0.0003468655,0.000071714894,0.00007304507,0.00010793231,0.000103692415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025316287,0.00031213218,0.00034410556,0.0002323461,0.00044401985,0.0003497102,0.0007063646,0.0007132187,0.0026932198],"category_scores_gemma":[0.0007673319,0.00020537472,0.00032702857,0.00021104257,0.0005546276,0.00032258287,0.00027697664,0.00063978904,0.00014844304],"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":[0.0022740178,0.0021070584,0.024096046,0.00028754064,0.000084649095,0.0017293871,0.0005749711,0.7630247,0.19271205,0.0020626248,0.0015555555,0.00949135],"study_design_scores_gemma":[0.00016823037,0.0009783632,0.013902435,0.000014553385,0.000022233819,0.00007669684,0.00013975734,0.95927864,0.024970839,0.00018031588,0.00024005749,0.0000278452],"about_ca_topic_score_codex":0.002743165,"about_ca_topic_score_gemma":0.0019243439,"teacher_disagreement_score":0.002743165,"about_ca_system_score_codex":0.00029361795,"about_ca_system_score_gemma":0.00024511883,"threshold_uncertainty_score":0.009009659},"labels":[],"label_agreement":null},{"id":"W4407407439","doi":"10.1007/978-3-031-73935-4_3","title":"Similitude Laws for Scaling Vibrations and Acoustic Radiation of Panels Excited by a Turbulent Boundary Layer","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Boundary layer; Turbulence; Scaling law; Vibration; Scaling; Similitude; Excited state; Mechanics; Physics; Acoustics; Radiation; Classical mechanics; Mathematics; Geometry; Optics; Atomic physics; Thermodynamics","score_opus":0.013142744448573959,"score_gpt":0.23095117897079462,"score_spread":0.21780843452222065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407407439","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":[0.05515831,0.006225786,0.6331656,0.0011397294,0.0011553179,0.00009780069,0.00017352018,0.0006388957,0.30224502],"genre_scores_gemma":[0.677053,0.0047093807,0.10823276,0.0011502991,0.001770765,0.00031666394,0.00035284093,0.0015858965,0.20482843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969625,0.00006158162,0.00001641366,0.00006748805,0.00013204107,0.0000261774],"domain_scores_gemma":[0.99889225,0.0007013618,0.00009423451,0.00011255604,0.000144268,0.00005529948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000652006,0.0007103396,0.00038831608,0.0010358326,0.0004793203,0.0011686021,0.0010990807,0.00070399424,0.008204563],"category_scores_gemma":[0.0032451982,0.00034117547,0.0006544961,0.0005099589,0.0016316809,0.0020747473,0.0008935065,0.0018883421,0.0011063367],"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":[0.000014778217,0.000025592733,0.0001756394,0.00006686666,0.000005855367,0.000094390416,0.0004206822,0.004440504,0.006647868,0.9692778,0.0029785805,0.015851546],"study_design_scores_gemma":[0.000010812174,0.000039277085,0.002019957,0.000047403784,0.000009132426,0.0005211247,0.00019773797,0.11018681,0.0028351154,0.86565703,0.018435454,0.000040099912],"about_ca_topic_score_codex":0.0007106809,"about_ca_topic_score_gemma":0.0006046964,"teacher_disagreement_score":0.008204563,"about_ca_system_score_codex":0.00059056265,"about_ca_system_score_gemma":0.00019052193,"threshold_uncertainty_score":0.027446926},"labels":[],"label_agreement":null},{"id":"W4407415474","doi":"10.2514/6.2025-0279","title":"CHAMPS' Fixed Grid RANS Simulations at Fifth High Lift Prediction Workshop","year":2025,"lang":"en","type":"article","venue":"","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Lift (data mining); Computer science; Grid; Marine engineering; Computational science; Computational fluid dynamics; Aerospace engineering; Engineering; Geology; Data mining; Geodesy","score_opus":0.007451414989338914,"score_gpt":0.22047541536067355,"score_spread":0.21302400037133465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407415474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84915084,0.00014110161,0.054634467,0.0011050558,0.00050153123,0.0002722127,0.005439044,0.004744702,0.084011],"genre_scores_gemma":[0.9572341,0.00006366338,0.026990825,0.00009869277,0.00003933038,0.0001321309,0.003708579,0.0004497445,0.011282915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992235,0.00016404405,0.00001713694,0.00007273685,0.00030960943,0.00021304547],"domain_scores_gemma":[0.9990526,0.00025675693,0.000033239376,0.00012811826,0.0003472891,0.00018206896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014968906,0.00062194624,0.0006858354,0.000444642,0.0011459122,0.0011620756,0.0012141238,0.0009303892,0.006220508],"category_scores_gemma":[0.0014565839,0.00028661953,0.0006489482,0.0005730486,0.00044310294,0.00057826727,0.00089242676,0.0011219766,0.0014593003],"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":[0.0005514285,0.000551662,0.01291468,0.000103795675,0.000057770278,0.00093575404,0.00026475647,0.8951965,0.010195019,0.0048347632,0.033194743,0.041199192],"study_design_scores_gemma":[0.00009725046,0.0002647311,0.0063102404,0.000020767875,0.000011570335,0.00004996204,0.00023643776,0.97115165,0.011505521,0.0006019755,0.009697313,0.000052541196],"about_ca_topic_score_codex":0.04057114,"about_ca_topic_score_gemma":0.05929269,"teacher_disagreement_score":0.04057114,"about_ca_system_score_codex":0.0012601473,"about_ca_system_score_gemma":0.002162724,"threshold_uncertainty_score":0.08067},"labels":[],"label_agreement":null},{"id":"W4407415942","doi":"10.2514/6.2025-0028","title":"Improving the K-ω SST Turbulence Model to Perform the Numerical Calculation for the Darrieus Vertical-Axis Wind Turbine Profiles","year":2025,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"University of Waterloo","funders":"","keywords":"Turbulence; Vertical axis wind turbine; Turbine; Meteorology; Horizontal axis; Vertical axis; Environmental science; Marine engineering; Atmospheric model; Wind power; Physics; Geology; Aerospace engineering; Mechanics; Mathematics; Engineering; Electrical engineering; Geometry","score_opus":0.012717736568829314,"score_gpt":0.24533308753098984,"score_spread":0.23261535096216052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407415942","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":[0.16847475,0.00047661894,0.8096452,0.0003882108,0.00015424762,0.00014479725,0.00028522452,0.0010763975,0.019354576],"genre_scores_gemma":[0.8942901,0.00034753053,0.10075456,0.00010154247,0.000047244117,0.00019312112,0.00033894493,0.00022570224,0.0037012657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998116,0.000042900996,0.000016697342,0.000022438664,0.00007921364,0.000027154154],"domain_scores_gemma":[0.99970824,0.00006390667,0.000046228917,0.00004437159,0.00011207235,0.000025165406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000352802,0.0006793319,0.00050996494,0.00026636483,0.00033869906,0.0006826623,0.0008405117,0.0006318553,0.0014459174],"category_scores_gemma":[0.0010332504,0.00023272455,0.0007684643,0.00032259178,0.00038247762,0.0007149428,0.000537544,0.000676203,0.0005699269],"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":[0.000040767725,0.00004462266,0.0018183348,0.00006775626,0.000016702903,0.00009274034,0.000042095297,0.97410417,0.006982246,0.0052508665,0.0005617976,0.010977949],"study_design_scores_gemma":[0.0000035559117,0.000011562132,0.00016236195,0.0000042278066,0.0000018978722,0.000009049114,0.0000045478073,0.99862087,0.0005959082,0.00021993856,0.00036296752,0.0000029758367],"about_ca_topic_score_codex":0.011071696,"about_ca_topic_score_gemma":0.0048636287,"teacher_disagreement_score":0.011071696,"about_ca_system_score_codex":0.00038369212,"about_ca_system_score_gemma":0.0011219836,"threshold_uncertainty_score":0.022014499},"labels":[],"label_agreement":null},{"id":"W4407616569","doi":"10.1080/14680629.2024.2438340","title":"Utilisation of steel slag aggregates to propose novel asphalt pavement structures alleviating urban heat islands","year":2025,"lang":"en","type":"article","venue":"Road Materials and Pavement Design","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphalt pavement; Asphalt; Slag (welding); Urban heat island; Materials science; Asphalt concrete; Environmental science; Forensic engineering; Composite material; Metallurgy; Geotechnical engineering; Engineering; Geography","score_opus":0.019244194928986897,"score_gpt":0.2393478873237522,"score_spread":0.2201036923947653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407616569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875258,0.0003262403,0.010898982,0.000020002582,0.000016762553,0.000019078518,0.000025421083,0.000078057674,0.0010897525],"genre_scores_gemma":[0.99363685,0.00010811993,0.0056750257,0.000006060979,0.0000029647229,0.0000065311574,0.000019550553,0.0000053153867,0.00053961197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999329,0.000006785672,0.0000030593997,0.000014542519,0.0000259839,0.00001665906],"domain_scores_gemma":[0.99993837,0.0000046007985,0.000018932353,0.0000070270717,0.000016929824,0.00001415093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005852749,0.00033189854,0.00013770425,0.00038777856,0.00010988537,0.00025395365,0.0002733946,0.0002798004,0.00042889887],"category_scores_gemma":[0.00010716434,0.00013467828,0.00019097843,0.00014945028,0.00016758034,0.00020208494,0.00015227619,0.0002063609,0.00015923013],"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":[0.00003964327,0.000034266206,0.00066122855,0.000053829554,0.000007236423,0.00011292552,0.000018655834,0.0034796612,0.99035585,0.00018040129,0.00003728387,0.00501895],"study_design_scores_gemma":[0.00001620208,0.0007033626,0.011278476,0.000007639087,0.000056668618,0.00024804767,0.000089124194,0.021693226,0.96224827,0.00012533742,0.0035205847,0.000013079267],"about_ca_topic_score_codex":0.00055916415,"about_ca_topic_score_gemma":0.002171805,"teacher_disagreement_score":0.00055916415,"about_ca_system_score_codex":0.00013487646,"about_ca_system_score_gemma":0.00014018411,"threshold_uncertainty_score":0.0014347434},"labels":[],"label_agreement":null},{"id":"W4407743328","doi":"10.1016/j.jweia.2025.106056","title":"The application of the quasi-steady vector model to low-rise buildings with sloped roofs","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Low-rise; Architectural engineering; Structural engineering; Engineering; Civil engineering; Environmental science; Geology; Mechanics; Physics","score_opus":0.007029826307660521,"score_gpt":0.1997823310221512,"score_spread":0.19275250471449068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407743328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6813361,0.000124358,0.31424037,0.00006920496,0.000037388218,0.000050263672,0.000121076155,0.0008340721,0.0031871998],"genre_scores_gemma":[0.9889339,0.000055332443,0.010240287,0.000008098224,0.0000047405524,0.000013554097,0.00006626242,0.000028349263,0.000649541],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983585,0.00004854794,0.000009865087,0.000034666875,0.000048104215,0.000022922495],"domain_scores_gemma":[0.9996536,0.00012501735,0.000043917873,0.00004935032,0.000109455694,0.000018657176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035664748,0.00039672776,0.0003206102,0.00034758053,0.00022526036,0.0006904941,0.00059986365,0.0003782403,0.00076284003],"category_scores_gemma":[0.0007734229,0.00029060215,0.00041128253,0.00024681835,0.0003932049,0.000596935,0.0003079773,0.0002734963,0.00020960491],"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":[0.000038935443,0.000030662635,0.004366874,0.000025517298,0.00001309678,0.000043496933,0.000053594726,0.9764764,0.007321851,0.0011075841,0.00009308941,0.010428911],"study_design_scores_gemma":[0.0000014842011,0.000027541502,0.0008473811,0.0000012422223,0.0000024024678,0.00000735611,0.000010913977,0.99806446,0.0007932732,0.00014135372,0.000098114026,0.0000044804888],"about_ca_topic_score_codex":0.014792446,"about_ca_topic_score_gemma":0.009654962,"teacher_disagreement_score":0.014792446,"about_ca_system_score_codex":0.0004488824,"about_ca_system_score_gemma":0.0005714774,"threshold_uncertainty_score":0.029412687},"labels":[],"label_agreement":null},{"id":"W4407762581","doi":"10.1061/jsendh.steng-14160","title":"Assessment of End Tower Response to Downburst Wind Loads: Experimental and Numerical Studies","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","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":"Tower; Wind engineering; Structural engineering; Geology; Engineering; Environmental science; Marine engineering; Geotechnical engineering","score_opus":0.00708715822789281,"score_gpt":0.2807351147308373,"score_spread":0.2736479565029445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407762581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792767,0.000044876768,0.0012455294,0.0000144093265,0.000012006388,0.000028386545,0.00008979587,0.000026302634,0.0006109515],"genre_scores_gemma":[0.9982059,0.000058172147,0.0013275051,0.000005875459,0.0000034287168,0.000020269104,0.000088227374,0.000004134217,0.00028656147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972576,0.000040144976,0.000025274368,0.000042922682,0.00011458916,0.00005120958],"domain_scores_gemma":[0.99872977,0.00050071406,0.0002280601,0.00017722828,0.00024631535,0.00011779924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067443534,0.0005383208,0.0004318805,0.00052262796,0.00038127377,0.00031801927,0.0005496887,0.0007266298,0.0013135017],"category_scores_gemma":[0.0011877018,0.0001784817,0.00033177866,0.00028219115,0.0005564269,0.00049019017,0.0004080128,0.0005208515,0.000159756],"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":[0.0021256807,0.0041489596,0.026232226,0.0004813862,0.000055934805,0.001053765,0.00052332866,0.2708947,0.67367077,0.0005418891,0.00055190147,0.01971937],"study_design_scores_gemma":[0.00025780816,0.012429483,0.058471415,0.000055924746,0.0000746588,0.00024397687,0.00069875846,0.602777,0.32362616,0.00033031544,0.000950514,0.00008397893],"about_ca_topic_score_codex":0.0014382134,"about_ca_topic_score_gemma":0.0022420431,"teacher_disagreement_score":0.0014382134,"about_ca_system_score_codex":0.00024133055,"about_ca_system_score_gemma":0.00016172767,"threshold_uncertainty_score":0.004394114},"labels":[],"label_agreement":null},{"id":"W4408438301","doi":"10.2139/ssrn.5178974","title":"Nonlinear Dynamic Wind Response of Tall Buildings:A Practical Approach","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Toronto Metropolitan University","funders":"","keywords":"Nonlinear system; Architectural engineering; Response analysis; Computer science; Environmental science; Engineering; Structural engineering; Physics","score_opus":0.009038110207458578,"score_gpt":0.27009624305033814,"score_spread":0.26105813284287954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408438301","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":[0.12643789,0.00048536825,0.839984,0.00046006273,0.000081736405,0.000051190425,0.00011654682,0.0001403792,0.0322428],"genre_scores_gemma":[0.96891016,0.0006185487,0.017087208,0.00005994062,0.00007711353,0.00003685643,0.000054194614,0.00004828745,0.013107808],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998795,0.000039940605,0.000004318302,0.00002524566,0.00003433403,0.000016713087],"domain_scores_gemma":[0.9996985,0.00018426639,0.00002293988,0.00002777047,0.000053648364,0.000012927603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023163627,0.00055344,0.00038624674,0.0003885242,0.0003064227,0.0006103526,0.0005795534,0.0009993279,0.004300815],"category_scores_gemma":[0.0014809086,0.00031156192,0.0003590105,0.00033728336,0.0005986097,0.0008340831,0.0007708339,0.00061244133,0.00046845083],"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":[0.000039895916,0.000041986972,0.0006915682,0.00012291198,0.000011862049,0.0002383138,0.000117106945,0.9549082,0.008921641,0.016465584,0.00056939217,0.017871499],"study_design_scores_gemma":[0.000001403782,0.000014662032,0.00022825587,0.000004207759,0.0000021608357,0.000026747637,0.000036759455,0.99622476,0.00022593765,0.0029168501,0.0003142154,0.0000039662214],"about_ca_topic_score_codex":0.0036020263,"about_ca_topic_score_gemma":0.0034776772,"teacher_disagreement_score":0.004300815,"about_ca_system_score_codex":0.00020815521,"about_ca_system_score_gemma":0.00021226188,"threshold_uncertainty_score":0.014387608},"labels":[],"label_agreement":null},{"id":"W4408779232","doi":"10.1016/j.jweia.2025.106087","title":"CFD simulations of the wind-induced pressure distribution on double-curvature cable domes: Impact of geometrical parameters","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","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":"Western University","funders":"Ministry of Higher Education, Egypt","keywords":"Curvature; Computational fluid dynamics; Mechanics; Geology; Structural engineering; Marine engineering; Geometry; Aerospace engineering; Engineering; Physics; Mathematics","score_opus":0.015457322604531804,"score_gpt":0.2388262313458255,"score_spread":0.2233689087412937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408779232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99008137,0.000060164042,0.006051039,0.000076308315,0.000021485645,0.00003195471,0.00045284478,0.00012921938,0.0030955635],"genre_scores_gemma":[0.99683124,0.000050066006,0.002047892,0.000009711182,0.0000033968277,0.000028345865,0.0002641396,0.000016487611,0.00074870104],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985075,0.000021422991,0.000009942969,0.000023648117,0.000042540116,0.000051733532],"domain_scores_gemma":[0.99954045,0.00024844566,0.000049426784,0.000028408922,0.000080570775,0.000052765485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022194989,0.000469415,0.0004970834,0.0003874606,0.00053493906,0.00076309015,0.0004085945,0.0009629324,0.0013436152],"category_scores_gemma":[0.0007546627,0.00022381636,0.00051021634,0.00043346846,0.00062341173,0.00040266637,0.00045521956,0.00055147667,0.00017923498],"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":[0.00013289266,0.00010370677,0.0089185,0.000064036765,0.000015504007,0.00038804073,0.00011730209,0.97187716,0.013751939,0.00064949214,0.00036046057,0.003621027],"study_design_scores_gemma":[0.000017433329,0.00005847779,0.0041912016,0.000008197999,0.0000047919484,0.000025600712,0.00008774279,0.99132884,0.003944726,0.000095002506,0.00022553875,0.000012496355],"about_ca_topic_score_codex":0.010162782,"about_ca_topic_score_gemma":0.0053273947,"teacher_disagreement_score":0.010162782,"about_ca_system_score_codex":0.00037724644,"about_ca_system_score_gemma":0.00083052175,"threshold_uncertainty_score":0.020207226},"labels":[],"label_agreement":null},{"id":"W4409030688","doi":"10.1016/j.jobe.2025.112425","title":"Approximating CFD simulations of natural ventilation: A deep surrogate model with spatial attention mechanism","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Environment and Climate Change Canada","keywords":"Computational fluid dynamics; Natural ventilation; Mechanism (biology); Ventilation (architecture); Environmental science; Computer science; Mechanics; Engineering; Mechanical engineering; Physics","score_opus":0.004333413435967113,"score_gpt":0.2047831917516462,"score_spread":0.2004497783156791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409030688","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":[0.42711255,0.0007259632,0.561456,0.0007641806,0.00017837502,0.00006614501,0.00032742924,0.0007899809,0.008579468],"genre_scores_gemma":[0.9780328,0.00017302703,0.019212497,0.00012812398,0.00002614628,0.00005257531,0.00022290713,0.000037280373,0.0021145951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998889,0.000028191242,0.0000072013063,0.000025919104,0.000026884705,0.000022890747],"domain_scores_gemma":[0.9996872,0.00016525807,0.000033501165,0.000025590289,0.00006478194,0.000023663602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029179148,0.00049044134,0.00042348186,0.00024811437,0.00020370472,0.0004964733,0.0007803582,0.0010147333,0.0012807547],"category_scores_gemma":[0.001333356,0.00026809916,0.0007755768,0.00020382614,0.00037610295,0.0005917585,0.0006308712,0.0006803167,0.00019281455],"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":[0.0000346559,0.000027352997,0.0009763313,0.000015436899,0.000008732176,0.00004724628,0.000016526743,0.9885937,0.0016559798,0.0007932062,0.00016154337,0.007669246],"study_design_scores_gemma":[0.0000014403101,0.000006495898,0.00006178867,9.3301753e-7,0.0000011017186,0.000003407116,0.0000012025913,0.9996207,0.00014312158,0.000110052984,0.00004860067,0.0000010849587],"about_ca_topic_score_codex":0.0078564985,"about_ca_topic_score_gemma":0.00494731,"teacher_disagreement_score":0.0078564985,"about_ca_system_score_codex":0.00036188835,"about_ca_system_score_gemma":0.0006368127,"threshold_uncertainty_score":0.015621543},"labels":[],"label_agreement":null},{"id":"W4409213634","doi":"10.1063/5.0267175","title":"Deep reinforcement learning-based active flow control for a tall building","year":2025,"lang":"en","type":"article","venue":"Physics of Fluids","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":"Artificial Intelligence in Medicine (Canada)","funders":"National Natural Science Foundation of China","keywords":"Physics; Flow (mathematics); Reinforcement learning; Reinforcement; Flow control (data); Artificial intelligence; Mechanics; Structural engineering; Engineering; Computer science","score_opus":0.007735918313699373,"score_gpt":0.23783493911550696,"score_spread":0.23009902080180758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409213634","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":[0.10789469,0.00025659672,0.88805354,0.00028045222,0.000073377014,0.00003657764,0.000024939383,0.0004596033,0.0029201284],"genre_scores_gemma":[0.9795348,0.000042466887,0.019108467,0.000060035163,0.000015163712,0.000029500574,0.000022684826,0.000012202642,0.0011746207],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984705,0.000033045177,0.0000056252143,0.000037221995,0.000037527167,0.00003952825],"domain_scores_gemma":[0.99950707,0.0002568478,0.00008251396,0.000021058211,0.00008507228,0.000047401492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062415964,0.0005677709,0.0004862318,0.00020372454,0.00020966247,0.00037929506,0.0004964593,0.00058362266,0.00086882705],"category_scores_gemma":[0.0010539582,0.0002277747,0.0002650824,0.00011959378,0.00059073267,0.000338286,0.0005771921,0.0007653681,0.0001210898],"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":[0.000040632913,0.0000296811,0.00032632577,0.000016448508,0.0000075117177,0.000028164095,0.000015464857,0.9835882,0.002341113,0.00088097237,0.00018615056,0.012539246],"study_design_scores_gemma":[0.0000020433492,0.000013244572,0.00003473404,8.0440907e-7,8.633951e-7,0.0000011830804,0.0000010981805,0.9995933,0.00016422955,0.00014449403,0.000043057575,8.3649934e-7],"about_ca_topic_score_codex":0.00523948,"about_ca_topic_score_gemma":0.0047631497,"teacher_disagreement_score":0.00523948,"about_ca_system_score_codex":0.0005049976,"about_ca_system_score_gemma":0.00076372334,"threshold_uncertainty_score":0.010417998},"labels":[],"label_agreement":null},{"id":"W4409360107","doi":"10.1139/tcsme-2024-0124","title":"Evaluating roof-mounted VAWT performance with CFD for various building shapes, boundary layer flows, and location scenarios","year":2025,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computational fluid dynamics; Roof; Boundary layer; Aerospace engineering; Marine engineering; Computer science; Environmental science; Mechanical engineering; Structural engineering; Engineering","score_opus":0.01146580854461434,"score_gpt":0.23824596291635036,"score_spread":0.22678015437173601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409360107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874511,0.00010507231,0.009450021,0.000039768074,0.000026164844,0.000038670572,0.0002923316,0.00018263889,0.0024143571],"genre_scores_gemma":[0.9954542,0.000074039875,0.0037542272,0.000005551296,0.0000027063966,0.000020149007,0.00020117642,0.0000141949,0.0004737097],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987745,0.000020729725,0.000008604939,0.000021784359,0.000036025143,0.000035385885],"domain_scores_gemma":[0.9995084,0.00027268892,0.000037146667,0.00004356894,0.00010143897,0.000036778376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000303206,0.0006110703,0.00065745186,0.00045551496,0.00047402328,0.000577878,0.0004080563,0.0006941169,0.0014222844],"category_scores_gemma":[0.0009868974,0.00020805244,0.0005304221,0.00042497288,0.00035613598,0.0005097314,0.0003597934,0.00041490246,0.00031868],"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":[0.0003922714,0.00018374006,0.00927233,0.00018133238,0.000029699171,0.00043117502,0.00013620015,0.9338512,0.033194274,0.00042480574,0.00049858255,0.021404358],"study_design_scores_gemma":[0.000025969735,0.00043423777,0.00892757,0.000020646514,0.000018864452,0.000047638954,0.00019323277,0.97173756,0.017922418,0.00016066822,0.00048372668,0.000027480564],"about_ca_topic_score_codex":0.008459118,"about_ca_topic_score_gemma":0.007935378,"teacher_disagreement_score":0.008459118,"about_ca_system_score_codex":0.0003667014,"about_ca_system_score_gemma":0.00043437185,"threshold_uncertainty_score":0.016819775},"labels":[],"label_agreement":null},{"id":"W4409524449","doi":"10.1016/j.buildenv.2025.113039","title":"Fast fluid dynamics simulations of the drag effect of trees on airflow distributions","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Airflow; Drag; Computational fluid dynamics; Mechanics; Environmental science; Fluid dynamics; Dynamics (music); Statistical physics; Physics; Thermodynamics; Acoustics","score_opus":0.0031970499829728793,"score_gpt":0.2061280156365644,"score_spread":0.20293096565359153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409524449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774473,0.00016651483,0.012125169,0.00021524425,0.000076817196,0.000026552223,0.00043950402,0.00014907472,0.009353811],"genre_scores_gemma":[0.9972168,0.00005888838,0.0016026852,0.000025079193,0.000014456329,0.000015959558,0.0001460167,0.00003533759,0.00088474376],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983215,0.00003387916,0.0000061722135,0.000022190861,0.00003734938,0.00006820121],"domain_scores_gemma":[0.9988721,0.0007547759,0.00006089002,0.000053463722,0.00013481035,0.00012402552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033002056,0.0005673998,0.0008399156,0.00072845886,0.0008728348,0.0009545166,0.00077592244,0.0014453682,0.0026350804],"category_scores_gemma":[0.0018489523,0.00045346117,0.0007338421,0.00078570034,0.00078736467,0.0009208552,0.000552845,0.000947383,0.00017417077],"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":[0.00004485492,0.00004785513,0.0009342037,0.000012955996,0.000010653816,0.000037327023,0.000036214595,0.99589264,0.0007483065,0.0010693535,0.00016547056,0.0010000817],"study_design_scores_gemma":[0.000013910115,0.000011971946,0.00045757595,0.0000021318895,0.0000024585097,0.0000032183636,0.000017885384,0.99903107,0.00015121962,0.00022723194,0.00007730934,0.0000039337224],"about_ca_topic_score_codex":0.032528773,"about_ca_topic_score_gemma":0.021501604,"teacher_disagreement_score":0.032528773,"about_ca_system_score_codex":0.0009765639,"about_ca_system_score_gemma":0.0011053791,"threshold_uncertainty_score":0.06467885},"labels":[],"label_agreement":null},{"id":"W4409542464","doi":"10.5006/s2003-00030","title":"Designing an Air Barrier for Building Envelopes","year":2003,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Architectural engineering; Environmental science; Engineering","score_opus":0.017066364595737075,"score_gpt":0.24291899956864893,"score_spread":0.22585263497291186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409542464","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":[0.39972907,0.0015112632,0.5731765,0.0005230582,0.00019480722,0.0003288452,0.00006692049,0.00084666687,0.023622936],"genre_scores_gemma":[0.9032806,0.00040276622,0.091017075,0.0000541534,0.000013611936,0.000091283306,0.00005099511,0.000080444,0.0050091045],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995427,0.0001555526,0.00003614135,0.00003601728,0.00014630926,0.000083348765],"domain_scores_gemma":[0.9993061,0.00022361551,0.00007447729,0.00009768759,0.00022274905,0.00007543904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007829678,0.00038572348,0.00030861038,0.0004813321,0.00092882104,0.001238214,0.00064714934,0.0006874009,0.0027079324],"category_scores_gemma":[0.0021277394,0.0003431575,0.00029972405,0.00018995073,0.0005564152,0.0012699795,0.0009954514,0.00041914475,0.0006799164],"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":[0.0005179354,0.00023751442,0.0070317322,0.0012031259,0.00006621282,0.0018349572,0.0018294443,0.124916345,0.5882861,0.07336561,0.0030059232,0.19770512],"study_design_scores_gemma":[0.00014288042,0.0022044657,0.012197191,0.00057824317,0.00019422363,0.0029781964,0.0027833683,0.32340214,0.4202072,0.016389996,0.21875326,0.00016882391],"about_ca_topic_score_codex":0.00096757023,"about_ca_topic_score_gemma":0.00085647625,"teacher_disagreement_score":0.0027079324,"about_ca_system_score_codex":0.0002738663,"about_ca_system_score_gemma":0.0004877823,"threshold_uncertainty_score":0.009058952},"labels":[],"label_agreement":null},{"id":"W4409554852","doi":"10.5006/s2006-00022","title":"Air Barriers 101: Basic Theory and Design","year":2006,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Systems engineering; Engineering","score_opus":0.005926402758452454,"score_gpt":0.18644744679380343,"score_spread":0.18052104403535096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409554852","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":[0.015270248,0.015128366,0.66643727,0.0020322152,0.0007482272,0.0002409238,0.0005041006,0.0006439731,0.2989947],"genre_scores_gemma":[0.656335,0.013744894,0.12441968,0.0007599649,0.00050691346,0.0011573172,0.0007688777,0.0003684854,0.20193881],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970776,0.00006137032,0.000009009148,0.000045445126,0.00013678867,0.000039558792],"domain_scores_gemma":[0.99981254,0.00005607599,0.000020591173,0.00003116795,0.00006510793,0.000014566278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031763565,0.00057872356,0.0005974486,0.0007344717,0.0006107416,0.002057867,0.001350356,0.0013596644,0.021143304],"category_scores_gemma":[0.00073736813,0.0004703442,0.000608752,0.0005530213,0.0015590347,0.0017160102,0.00089905487,0.0008806872,0.0036964018],"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":[0.000019032725,0.000025469522,0.00015454569,0.00021912101,0.000009077974,0.000077564284,0.000076512806,0.028266957,0.0023528407,0.9402357,0.006267486,0.022295738],"study_design_scores_gemma":[0.00004360277,0.0001419833,0.0005461104,0.0002617891,0.000024268342,0.0005918917,0.00018485823,0.23465824,0.0023499858,0.5925252,0.16863118,0.000040889277],"about_ca_topic_score_codex":0.0015247704,"about_ca_topic_score_gemma":0.0007202482,"teacher_disagreement_score":0.021143304,"about_ca_system_score_codex":0.00075580593,"about_ca_system_score_gemma":0.0007238936,"threshold_uncertainty_score":0.07073146},"labels":[],"label_agreement":null},{"id":"W4409588998","doi":"10.1111/mice.13488","title":"A hybrid machine learning framework for wind pressure prediction on buildings with constrained sensor networks","year":2025,"lang":"en","type":"article","venue":"Computer-Aided Civil and Infrastructure Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Robustness (evolution); Computer science; Fidelity; Dimensionality reduction; Pressure sensor; Wind power; Field (mathematics); High fidelity; Artificial intelligence; Machine learning; Data mining; Engineering; Mathematics","score_opus":0.0023404577308522817,"score_gpt":0.17125913180281394,"score_spread":0.16891867407196165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409588998","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":[0.008396966,0.00020519027,0.9906036,0.00006515844,0.000016899261,0.00001311071,0.000050265964,0.00020405046,0.00044472996],"genre_scores_gemma":[0.73569894,0.0006594356,0.26030967,0.00012527603,0.00010728995,0.00025549045,0.0004252087,0.000067084846,0.0023515322],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973756,0.00007796096,0.00001705848,0.00007252064,0.00006648923,0.000028447334],"domain_scores_gemma":[0.9995196,0.0002759414,0.000053745884,0.00003230939,0.00010101534,0.00001737035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005999088,0.0007886213,0.000689579,0.0004699541,0.00024387098,0.00057555747,0.00110114,0.0006874727,0.00087260286],"category_scores_gemma":[0.0016360475,0.0004096309,0.00058163743,0.0006041204,0.00039173002,0.0008479599,0.00069171225,0.00087225705,0.0002042939],"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":[0.000015274172,0.00001301537,0.00024794828,0.00002157408,0.00001705464,0.000020209454,0.000010391811,0.978318,0.00067145657,0.0018344211,0.00016344819,0.018667245],"study_design_scores_gemma":[4.583043e-7,0.0000028739871,0.000020111222,6.999565e-7,7.425404e-7,0.0000013293612,6.8514674e-7,0.99957985,0.00005394601,0.0003011841,0.000037334572,7.2606343e-7],"about_ca_topic_score_codex":0.009185948,"about_ca_topic_score_gemma":0.0074425265,"teacher_disagreement_score":0.009185948,"about_ca_system_score_codex":0.00040895064,"about_ca_system_score_gemma":0.0006977042,"threshold_uncertainty_score":0.01826495},"labels":[],"label_agreement":null},{"id":"W4409866984","doi":"10.1016/j.engstruct.2025.120333","title":"Performance-based layout optimization framework of tall buildings subjected to dynamic wind load","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","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","keywords":"Wind engineering; Dynamic load testing; Structural engineering; Computer science; Architectural engineering; Engineering","score_opus":0.0019391710651086727,"score_gpt":0.19156419311194722,"score_spread":0.18962502204683854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409866984","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":[0.021196984,0.00018688431,0.9711006,0.00011851095,0.00002194711,0.000039528768,0.0000678891,0.00010734309,0.0071603335],"genre_scores_gemma":[0.84628123,0.00065805844,0.1430038,0.00007329444,0.00006680322,0.00021784026,0.00025265335,0.00013612569,0.009310101],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997596,0.00007725977,0.000006518069,0.00003389994,0.00008807982,0.000034588113],"domain_scores_gemma":[0.9998115,0.00007308764,0.000032871034,0.00001543692,0.000050594143,0.000016539361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000664233,0.00090898277,0.0006729907,0.0006314173,0.0003455751,0.00090166106,0.0006247358,0.0007672416,0.0023849404],"category_scores_gemma":[0.00079014746,0.00041885837,0.00059011084,0.00044373507,0.000594911,0.00072632835,0.0007574106,0.00058190303,0.00025785592],"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":[0.0000026520684,0.000005080303,0.000055329572,0.0000076293622,0.0000024328995,0.000007318162,0.0000042689635,0.99561054,0.00036394512,0.0020593721,0.00004416052,0.0018372382],"study_design_scores_gemma":[0.0000010037076,0.0000123696855,0.00005182317,0.0000019849374,0.0000013569223,0.000003247593,0.000004317039,0.99842936,0.000113415445,0.0011678059,0.00021181563,0.0000015213745],"about_ca_topic_score_codex":0.0038680236,"about_ca_topic_score_gemma":0.0042559304,"teacher_disagreement_score":0.0038680236,"about_ca_system_score_codex":0.0006958307,"about_ca_system_score_gemma":0.0011682293,"threshold_uncertainty_score":0.00797838},"labels":[],"label_agreement":null},{"id":"W4410551741","doi":"10.5194/icuc12-864","title":"From Canopy Flow to Cooling: Can 1D Ventilation Models Predict Natural Cooling from LES?","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","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":"Autodesk (Canada)","funders":"","keywords":"Natural ventilation; Environmental science; Canopy; Ventilation (architecture); Natural (archaeology); Flow (mathematics); Meteorology; Atmospheric sciences; Mechanics; Geography; Geology; Physics","score_opus":0.018669572197302475,"score_gpt":0.24059848741277048,"score_spread":0.221928915215468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410551741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7767375,0.0027750814,0.19311194,0.0021094428,0.00037662577,0.00012590701,0.002285267,0.002475625,0.02000272],"genre_scores_gemma":[0.9840514,0.00064258464,0.012977485,0.00021238506,0.00007514779,0.000060444938,0.00075527286,0.00024445882,0.0009807769],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986136,0.000043221236,0.000008692957,0.000029774867,0.00002384203,0.0000330309],"domain_scores_gemma":[0.9993931,0.0003293843,0.000068310015,0.000056482342,0.000101539335,0.00005125648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004437729,0.00078438973,0.0007534045,0.0004677434,0.00037057413,0.001223331,0.00073765876,0.001444209,0.0017872108],"category_scores_gemma":[0.0027075782,0.00039388714,0.000687043,0.00034712302,0.00066719146,0.0014846736,0.0005200714,0.0008121201,0.00043818468],"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":[0.00006060243,0.00006738669,0.007661673,0.000088964174,0.000025719411,0.00010094401,0.00006972331,0.97627014,0.0045672194,0.0022326708,0.0009132865,0.007941634],"study_design_scores_gemma":[0.0000067845717,0.000005215338,0.000576577,0.000008965334,0.0000028244485,0.000004678134,0.000009502988,0.9983644,0.0003553016,0.00041323193,0.00024653116,0.000006048213],"about_ca_topic_score_codex":0.016150236,"about_ca_topic_score_gemma":0.007184153,"teacher_disagreement_score":0.016150236,"about_ca_system_score_codex":0.00057951006,"about_ca_system_score_gemma":0.00069311186,"threshold_uncertainty_score":0.03211248},"labels":[],"label_agreement":null},{"id":"W4410615245","doi":"10.1175/jcli-d-24-0532.1","title":"Mechanisms of the Extreme Wind Speed Response to Climate Change in Variable-Resolution Climate Simulations of Western, Central, and Atlantic Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Climate","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Climatology; Climate change; Environmental science; Variable (mathematics); Climate model; Wind speed; General Circulation Model; Meteorology; Geography; Geology; Oceanography","score_opus":0.016642572609475673,"score_gpt":0.24384016385395393,"score_spread":0.22719759124447825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410615245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965507,0.000061721985,0.00059069315,0.00020955007,0.000011337431,0.00001298901,0.00082814106,0.00006451873,0.0016704764],"genre_scores_gemma":[0.99864465,0.000041938434,0.00051204325,0.00002898728,0.0000024351064,0.0000054197967,0.0005373001,0.000011502501,0.00021589015],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997855,0.000033761567,0.000012998591,0.00005204571,0.000047244488,0.000068588204],"domain_scores_gemma":[0.99953616,0.00008423361,0.00005815797,0.00004833034,0.00018624135,0.000086867534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004775665,0.0004871408,0.0003173974,0.0003774682,0.00080676214,0.0009182509,0.0013532895,0.00068701943,0.0008876498],"category_scores_gemma":[0.0018064015,0.00033852135,0.0008588527,0.00081372244,0.0006522093,0.00035017275,0.0005132581,0.0005999749,0.00006855434],"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":[0.00015665195,0.000060031045,0.15131779,0.000034571764,0.00020315447,0.00015003147,0.00010824205,0.83985895,0.0029306028,0.0014190078,0.0009397325,0.002821212],"study_design_scores_gemma":[0.00013113293,0.000036468442,0.14810722,0.000018578714,0.00008304538,0.000026191292,0.00023080791,0.84891856,0.0010114065,0.0004254412,0.0009547809,0.000056455534],"about_ca_topic_score_codex":0.9264091,"about_ca_topic_score_gemma":0.86668146,"teacher_disagreement_score":0.073590875,"about_ca_system_score_codex":0.0052322852,"about_ca_system_score_gemma":0.0071831397,"threshold_uncertainty_score":0.14804846},"labels":[],"label_agreement":null},{"id":"W4410620314","doi":"10.1016/b978-0-323-85936-3.00040-5","title":"Turbulence Modeling and Implementation","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Kingston Process Metallurgy (Canada)","funders":"","keywords":"Turbulence; Environmental science; Computer science; Meteorology; Geography","score_opus":0.011323226376205078,"score_gpt":0.24179920179169223,"score_spread":0.23047597541548714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410620314","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":[0.0020006613,0.0008406772,0.8294901,0.0005134908,0.0004227684,0.00013317908,0.0011290573,0.021643864,0.14382614],"genre_scores_gemma":[0.06954343,0.0029171219,0.5033529,0.0004958975,0.0002928521,0.0006134259,0.006105614,0.0074198884,0.40925887],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995308,0.00006271998,0.000031083306,0.000075368414,0.00025526903,0.000044792414],"domain_scores_gemma":[0.9996692,0.00007096926,0.000011126177,0.00012786375,0.000096298725,0.000024561807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054195325,0.00097607414,0.0006919031,0.00051250163,0.0005884397,0.0026863574,0.0014956048,0.0011799105,0.067649476],"category_scores_gemma":[0.0012801924,0.0006898169,0.0008473126,0.00078450487,0.00044281324,0.0016248657,0.0016037761,0.0014723354,0.04066989],"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":[0.00006150021,0.00012333077,0.00048749367,0.00024095329,0.000037395086,0.00011791222,0.00017170957,0.053190816,0.0057206154,0.13803978,0.13457489,0.66723365],"study_design_scores_gemma":[0.00004319871,0.000044084984,0.0004770118,0.00014390524,0.000030501382,0.00015977635,0.00007805271,0.3542048,0.0068821437,0.07323834,0.56466067,0.00003747436],"about_ca_topic_score_codex":0.004685332,"about_ca_topic_score_gemma":0.0034914215,"teacher_disagreement_score":0.067649476,"about_ca_system_score_codex":0.00039472443,"about_ca_system_score_gemma":0.0012142725,"threshold_uncertainty_score":0.22631007},"labels":[],"label_agreement":null},{"id":"W4410708953","doi":"10.1016/j.ymssp.2025.112876","title":"Simulating stochastic wind loads using spectral proper orthogonal decomposition","year":2025,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Decomposition; Proper orthogonal decomposition; Mathematics; Applied mathematics; Computer science; Physics; Meteorology; Turbulence","score_opus":0.01604124740157509,"score_gpt":0.26374297705184085,"score_spread":0.24770172965026577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410708953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7155666,0.00005896775,0.27995858,0.00021036842,0.000070688526,0.000045637506,0.00015379937,0.0004398996,0.0034955018],"genre_scores_gemma":[0.98388934,0.000022977394,0.015457993,0.000019814837,0.000011587404,0.000016481119,0.0000652784,0.000039074872,0.00047731085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999851,0.000056062534,0.000008183828,0.000023203447,0.000036015645,0.000025467723],"domain_scores_gemma":[0.99900717,0.000689833,0.00007750451,0.000071734874,0.000104511084,0.000049243965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004376493,0.00046193998,0.00044063546,0.0003145153,0.0002676915,0.00052071974,0.0004660435,0.001076675,0.0010659741],"category_scores_gemma":[0.002498908,0.000413361,0.0003715216,0.00036800362,0.0004195953,0.0009851828,0.00041189778,0.00056008156,0.00011304828],"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":[0.00002624804,0.000033522072,0.0005332357,0.0000063373473,0.000006891766,0.000021913353,0.000011325677,0.995659,0.0008036012,0.00091885834,0.000066775414,0.001912293],"study_design_scores_gemma":[0.0000016138599,0.0000024632914,0.00005436764,2.0267149e-7,4.495289e-7,8.7635243e-7,0.0000015740667,0.9997644,0.00007116655,0.00009504582,0.0000071931618,6.309668e-7],"about_ca_topic_score_codex":0.0071773403,"about_ca_topic_score_gemma":0.005186698,"teacher_disagreement_score":0.0071773403,"about_ca_system_score_codex":0.00034799,"about_ca_system_score_gemma":0.0004863585,"threshold_uncertainty_score":0.01427114},"labels":[],"label_agreement":null},{"id":"W4410856822","doi":"10.1016/j.ress.2025.111300","title":"Modelling downburst velocity fields in relation to Main Wind Force Resisting Systems","year":2025,"lang":"en","type":"article","venue":"Reliability Engineering & System Safety","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Western University; McGill University","funders":"European Research Council; Horizon 2020 Framework Programme; European Commission; Canada Foundation for Innovation","keywords":"Relation (database); Wind force; Engineering; Wind speed; Aerospace engineering; Environmental science; Marine engineering; Meteorology; Mechanics; Computer science; Physics","score_opus":0.005955392628973795,"score_gpt":0.19220479892514736,"score_spread":0.18624940629617356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410856822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794301,0.000104441286,0.018938186,0.000054321255,0.000011891287,0.00003747475,0.0003474126,0.00012978233,0.00094639347],"genre_scores_gemma":[0.99543226,0.00008265867,0.003879915,0.0000063443385,0.000003868052,0.000017777838,0.00026390428,0.000019976003,0.00029333003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998833,0.000018321645,0.000009209839,0.000041188854,0.000022010565,0.000025997831],"domain_scores_gemma":[0.99958235,0.00021882284,0.00008161636,0.00003128506,0.000058083173,0.000027910768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033490188,0.00040656302,0.00024409175,0.0005950082,0.00015101586,0.00068161916,0.00042991567,0.0005941582,0.00044515284],"category_scores_gemma":[0.0012916833,0.00020807207,0.0003709946,0.00036381008,0.00030296185,0.00047184658,0.00026558657,0.0004196935,0.00007518516],"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":[0.000070935566,0.00005628203,0.02434803,0.000044529377,0.000015932315,0.00010350952,0.00012384652,0.95420134,0.012293626,0.00087351986,0.0001518498,0.0077166012],"study_design_scores_gemma":[0.0000061478977,0.000017158138,0.008159619,0.000004172701,0.000003649045,0.000011614228,0.000021140908,0.9903053,0.0011648311,0.00016370574,0.00013710464,0.0000056290733],"about_ca_topic_score_codex":0.018400466,"about_ca_topic_score_gemma":0.007023815,"teacher_disagreement_score":0.018400466,"about_ca_system_score_codex":0.00054287066,"about_ca_system_score_gemma":0.00039505906,"threshold_uncertainty_score":0.036586702},"labels":[],"label_agreement":null},{"id":"W4411006328","doi":"10.1002/qj.5022","title":"Large‐eddy simulation with Lagrangian cloud modeling and large‐scale dynamics (L3$$ {\\mathrm{L}}^3 $$) for studying the marine fog life cycle","year":2025,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","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":"Ontario Tech University","funders":"","keywords":"Scale (ratio); Large eddy simulation; Lagrangian; Environmental science; Cloud computing; Meteorology; Climatology; Atmospheric sciences; Dynamics (music); Physics; Geology; Geography; Computer science; Turbulence; Cartography; Mathematical physics","score_opus":0.008920782176812525,"score_gpt":0.23221842806021578,"score_spread":0.22329764588340326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411006328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9001054,0.00022394123,0.08396888,0.0005115098,0.00012434927,0.00019617927,0.00092545815,0.0014426208,0.012501636],"genre_scores_gemma":[0.9717914,0.00006639856,0.02633702,0.00006567121,0.000027647648,0.00015906118,0.00045284315,0.000095189236,0.0010047024],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999892,0.000042707194,0.000006439476,0.000013899178,0.000022848897,0.0000221105],"domain_scores_gemma":[0.9991565,0.00051445985,0.000104751634,0.000042976866,0.00009554787,0.00008586922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053906074,0.0006699536,0.0005408213,0.00046649223,0.0005287512,0.00061824976,0.00086699775,0.0010594487,0.0014657758],"category_scores_gemma":[0.001089551,0.0002962041,0.00087581226,0.0004257679,0.00036808697,0.00039802465,0.0005995473,0.00078297977,0.00016143954],"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":[0.000061196835,0.00013320206,0.0037240186,0.000026566839,0.00003692628,0.00007313539,0.000019711117,0.99106604,0.0013021383,0.00092424947,0.0003456876,0.002287054],"study_design_scores_gemma":[0.0000078844,0.000005346474,0.00014575745,7.4658846e-7,0.0000014796401,8.3490596e-7,0.000001920616,0.99969125,0.00007615649,0.000032600798,0.000034828197,0.0000013084691],"about_ca_topic_score_codex":0.041735087,"about_ca_topic_score_gemma":0.024862152,"teacher_disagreement_score":0.041735087,"about_ca_system_score_codex":0.0007048455,"about_ca_system_score_gemma":0.0011931321,"threshold_uncertainty_score":0.08298433},"labels":[],"label_agreement":null},{"id":"W4411607622","doi":"10.1061/jsendh.steng-14175","title":"Reliability-Based Calibration of Region-Dependent Companion Load Combination Factors for Snow and Wind Loads in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Western University","funders":"","keywords":"Snow; Reliability (semiconductor); Calibration; Environmental science; Wind engineering; Meteorology; Reliability engineering; Engineering; Geography; Mathematics; Physics; Statistics","score_opus":0.005472267547391817,"score_gpt":0.19259813985364513,"score_spread":0.1871258723062533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411607622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95467925,0.00019585696,0.03951002,0.00010622189,0.000014423013,0.000084051746,0.0011291263,0.00032951398,0.003951597],"genre_scores_gemma":[0.9937204,0.00005695478,0.005173053,0.000009378491,0.0000021365163,0.000013983443,0.00064121844,0.00002999861,0.00035293796],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988268,0.00022458217,0.000049323662,0.00021370371,0.0005388895,0.00014666196],"domain_scores_gemma":[0.9949521,0.0011303414,0.00044461223,0.00041313577,0.002947893,0.000111961934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028497078,0.00059604074,0.00034812285,0.0011271089,0.0005321141,0.0006145402,0.0012470483,0.00036982278,0.00069401244],"category_scores_gemma":[0.011545959,0.0003288281,0.0005817464,0.0014616728,0.0004984425,0.0005835749,0.0006360933,0.00065290707,0.0001522322],"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":[0.00016635034,0.000059891543,0.21654002,0.000054311917,0.00010971257,0.00020313267,0.00035521286,0.74788165,0.0031737122,0.0013513615,0.0013702926,0.028734311],"study_design_scores_gemma":[0.00001740282,0.00006215748,0.20985863,0.000032057258,0.00004885776,0.00007333257,0.00032036888,0.78385526,0.0030679174,0.00082340644,0.0017844049,0.000056277],"about_ca_topic_score_codex":0.78607905,"about_ca_topic_score_gemma":0.78046244,"teacher_disagreement_score":0.21392095,"about_ca_system_score_codex":0.006414555,"about_ca_system_score_gemma":0.0052685263,"threshold_uncertainty_score":0.4303615},"labels":[],"label_agreement":null},{"id":"W4411633678","doi":"10.1016/j.solener.2025.113722","title":"Two parallel cable trusses-supported photovoltaic structure: wind-induced vibration and evaluation of influence factors","year":2025,"lang":"en","type":"article","venue":"Solar Energy","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"Chongqing Youth Science and Technology Talent Training Project; Higher Education Discipline Innovation Project; China Postdoctoral Science Foundation","keywords":"Truss; Photovoltaic system; Vibration; Structural engineering; Computer science; Materials science; Acoustics; Environmental science; Electrical engineering; Physics; Engineering","score_opus":0.012500923317902264,"score_gpt":0.25293600633268015,"score_spread":0.2404350830147779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411633678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910458,0.000040245297,0.008067962,0.000009605685,0.000005299029,0.000008745142,0.000015675683,0.000015429416,0.00079124945],"genre_scores_gemma":[0.99870527,0.000014291968,0.0009864817,0.0000012940038,0.0000011999613,0.000003450351,0.000010377261,0.0000015530311,0.0002760968],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985254,0.000029658017,0.0000050487115,0.000023841501,0.00007000487,0.000018979046],"domain_scores_gemma":[0.99961346,0.00015727054,0.000066330955,0.000037948565,0.00009008508,0.00003488878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020321333,0.0002667758,0.0002511499,0.00032571953,0.00021758612,0.00012848634,0.00036756066,0.000430476,0.0011450311],"category_scores_gemma":[0.00045164998,0.00015530191,0.00024784438,0.000224741,0.00027030465,0.00019761358,0.00016470588,0.00017104964,0.000106451305],"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":[0.0013948437,0.0003994488,0.017255958,0.00028064585,0.00007705427,0.00075455464,0.00030093486,0.13894607,0.7975511,0.0011458427,0.00016972994,0.04172387],"study_design_scores_gemma":[0.0001311288,0.0040352247,0.09945798,0.00003277479,0.00017323073,0.000587367,0.00047201148,0.658544,0.23505926,0.00054841745,0.00091011403,0.000048456208],"about_ca_topic_score_codex":0.0006384672,"about_ca_topic_score_gemma":0.00084054563,"teacher_disagreement_score":0.0011450311,"about_ca_system_score_codex":0.00012372754,"about_ca_system_score_gemma":0.00014060743,"threshold_uncertainty_score":0.003830552},"labels":[],"label_agreement":null},{"id":"W4411636114","doi":"10.1016/j.uclim.2025.102520","title":"Wind tunnel experiments on the aerodynamic effects of a single potted tree: Hot-wire anemometry and PIV measurements","year":2025,"lang":"en","type":"article","venue":"Urban Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Science and Technology Commission of Shanghai Municipality; National Key Research and Development Program of China; Research Grants Council, University Grants Committee; National Natural Science Foundation of China","keywords":"Aerodynamics; Wind tunnel; Environmental science; Marine engineering; Mechanics; Tree (set theory); Meteorology; Atmospheric sciences; Aerospace engineering; Engineering; Physics; Mathematics","score_opus":0.016821639884404868,"score_gpt":0.23030054073497855,"score_spread":0.2134789008505737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411636114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988651,0.0000059956988,0.00082447,0.00000344048,0.0000039900942,0.0000090253125,0.00005414982,0.000015166189,0.0002186654],"genre_scores_gemma":[0.9992411,0.0000088901315,0.000514773,0.0000024006595,0.0000012090527,0.000007715768,0.00003954425,0.000004098423,0.00018035357],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998901,0.00001861541,0.000005484849,0.000020954834,0.00003242281,0.000032368003],"domain_scores_gemma":[0.9995907,0.000157411,0.000043993998,0.000046669615,0.00008167271,0.00007963231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817782,0.0002741432,0.00025728325,0.00017377398,0.00037088833,0.00020722667,0.00027763442,0.0003549165,0.00097181543],"category_scores_gemma":[0.0003789963,0.00016176236,0.00020966028,0.00021399852,0.00029755902,0.0003732713,0.00022419951,0.00035347906,0.000106071624],"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":[0.0011483188,0.0006897068,0.012779112,0.00007331892,0.000025437075,0.00019289057,0.00038914382,0.00650655,0.972575,0.00022851946,0.00017981367,0.0052123037],"study_design_scores_gemma":[0.00029326396,0.011396553,0.27498326,0.000026644842,0.000115798095,0.00059424737,0.0011765088,0.067638904,0.6417683,0.00044841666,0.0014598916,0.00009832785],"about_ca_topic_score_codex":0.000920186,"about_ca_topic_score_gemma":0.001736269,"teacher_disagreement_score":0.00097181543,"about_ca_system_score_codex":0.000084836036,"about_ca_system_score_gemma":0.00018427028,"threshold_uncertainty_score":0.0032510757},"labels":[],"label_agreement":null},{"id":"W4411951897","doi":"10.4050/f-0081-2025-0186","title":"A Comparative Study of the Use of Experimental and Computational Techniques to Assess Turbulence Above the FATO to Support the Design and Operations of Vertiports in the Built Environment","year":2025,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Turbulence; Computer science; Industrial engineering; Engineering; Meteorology; Physics","score_opus":0.07267183527346893,"score_gpt":0.31931193381090245,"score_spread":0.24664009853743352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411951897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984735,0.0004897075,0.00568642,0.000056157478,0.00004531817,0.00017360605,0.00022427824,0.00004798733,0.00854151],"genre_scores_gemma":[0.99163824,0.0005025619,0.0063878107,0.000025246876,0.000015870415,0.000083636594,0.00024201605,0.000021880212,0.0010826648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961469,0.0014881768,0.00028464667,0.00033237456,0.0014875653,0.00026034276],"domain_scores_gemma":[0.9852658,0.0067381333,0.0014894713,0.0017324527,0.0043942234,0.00037998345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050030844,0.00067538023,0.00036272267,0.001935425,0.00065074896,0.0015542131,0.00108374,0.0007458985,0.002205306],"category_scores_gemma":[0.0109253405,0.0002668646,0.00048402252,0.0011742327,0.0011944779,0.0013085601,0.0006797292,0.0003921571,0.00037955277],"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":[0.009263135,0.017142834,0.28768265,0.0038122407,0.00045432235,0.0017928941,0.0049398085,0.046045,0.1958969,0.0058650095,0.0023643225,0.42474085],"study_design_scores_gemma":[0.0003959903,0.06039626,0.6347724,0.0009771689,0.00051668007,0.0019659023,0.017428692,0.04719349,0.21485494,0.0015986704,0.019508492,0.00039127126],"about_ca_topic_score_codex":0.002045426,"about_ca_topic_score_gemma":0.004085085,"teacher_disagreement_score":0.0050030844,"about_ca_system_score_codex":0.0008886563,"about_ca_system_score_gemma":0.000676241,"threshold_uncertainty_score":0.026459157},"labels":[],"label_agreement":null},{"id":"W4411987103","doi":"10.1016/j.jweia.2025.106161","title":"Estimating peak pressure coefficients for high-rise buildings: LES-based evaluation of Gumbel and XIMIS methods","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":"University of Toronto","funders":"","keywords":"Gumbel distribution; Environmental science; Mathematics; Structural engineering; Statistics; Engineering; Extreme value theory","score_opus":0.02195254138046698,"score_gpt":0.3013835448681496,"score_spread":0.2794310034876826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411987103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7618938,0.00032960813,0.23209168,0.000092190894,0.00003758226,0.000095440366,0.00047156002,0.0015160225,0.0034720523],"genre_scores_gemma":[0.96525806,0.00010201253,0.033890035,0.0000126223895,0.000007376209,0.000049614202,0.00027677516,0.00005742568,0.0003461092],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995152,0.00013870039,0.000032600492,0.00006868459,0.00021086063,0.000033899025],"domain_scores_gemma":[0.9981779,0.0010407967,0.00019236121,0.00013730925,0.00039773455,0.000053859665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012512285,0.0007874048,0.00040476344,0.0007165198,0.00026682083,0.0008869223,0.0006619444,0.00065754866,0.0007334285],"category_scores_gemma":[0.0035762053,0.00028400763,0.00032352965,0.0005889977,0.00028739174,0.0014719863,0.00046708595,0.0006787818,0.00019465828],"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":[0.0004987012,0.00021098199,0.037514538,0.00021914818,0.00006331471,0.00014563916,0.0002444651,0.86546487,0.017733343,0.0015473755,0.0005401837,0.07581736],"study_design_scores_gemma":[0.000008376448,0.00007066742,0.006432594,0.000010518219,0.0000066017474,0.000018776629,0.000050874063,0.9872972,0.0058058132,0.00011373237,0.00017008717,0.000014763237],"about_ca_topic_score_codex":0.0051963096,"about_ca_topic_score_gemma":0.0038104213,"teacher_disagreement_score":0.0051963096,"about_ca_system_score_codex":0.0003975332,"about_ca_system_score_gemma":0.0005828805,"threshold_uncertainty_score":0.010332108},"labels":[],"label_agreement":null},{"id":"W4412083073","doi":"10.1016/j.uclim.2025.102533","title":"Rapid prediction of pollutant dispersion in residential blocks using generative adversarial networks","year":2025,"lang":"en","type":"article","venue":"Urban Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Shenzhen Science and Technology Innovation Program; Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Dispersion (optics); Generative grammar; Pollutant; Environmental science; Adversarial system; Atmospheric dispersion modeling; Meteorology; Computer science; Artificial intelligence; Geography; Air pollution; Ecology","score_opus":0.011501971115516676,"score_gpt":0.2259989267708004,"score_spread":0.21449695565528373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412083073","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":[0.49368298,0.00040079007,0.50092083,0.00048963923,0.00014063896,0.00004197273,0.0006327435,0.0012314732,0.0024589237],"genre_scores_gemma":[0.9880768,0.00006014137,0.010132983,0.00004561686,0.000031890802,0.00001701258,0.00039585645,0.000032554977,0.0012070378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998287,0.00004240895,0.0000064577634,0.000058387257,0.000030542145,0.000033515174],"domain_scores_gemma":[0.9990056,0.0006841589,0.000099938174,0.000075453056,0.00008431279,0.00005057964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046646083,0.0006028285,0.0006536402,0.0006050112,0.00026435175,0.00048630897,0.0010462077,0.0008018868,0.00085615885],"category_scores_gemma":[0.0015273294,0.00053513417,0.00070385035,0.00054865284,0.00047965327,0.0006926103,0.000876836,0.0011948883,0.0003072526],"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":[0.000049977156,0.000026739517,0.0019004951,0.000007900177,0.000019375779,0.000027160268,0.000012875813,0.9883888,0.00052497775,0.0007675824,0.00035733913,0.007916801],"study_design_scores_gemma":[6.3920896e-7,0.0000018707477,0.00014524172,4.5474866e-7,9.065215e-7,0.0000013534674,0.0000010443275,0.9995018,0.00007190995,0.00025919735,0.0000148868,7.9056525e-7],"about_ca_topic_score_codex":0.014171306,"about_ca_topic_score_gemma":0.017703524,"teacher_disagreement_score":0.014171306,"about_ca_system_score_codex":0.0006916361,"about_ca_system_score_gemma":0.0004054114,"threshold_uncertainty_score":0.028177619},"labels":[],"label_agreement":null},{"id":"W4412095390","doi":"10.34031/2071-7318-2025-10-7-33-43","title":"AERODYNAMIC STUDY OF FLAT ROOFS USING NUMERICAL MODELING","year":2025,"lang":"en","type":"article","venue":"Bulletin of Belgorod State Technological University named after V G Shukhov","topic":"Wind and Air Flow Studies","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":"Mitel (Canada)","funders":"","keywords":"Aerodynamics; Computer science; Environmental science; Aerospace engineering; Architectural engineering; Engineering","score_opus":0.008073499053991347,"score_gpt":0.2006516883787107,"score_spread":0.19257818932471935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412095390","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":[0.4523369,0.0011386586,0.48106033,0.0003102779,0.00020327493,0.00022614555,0.00061290443,0.00097211596,0.06313933],"genre_scores_gemma":[0.96747357,0.00045829022,0.024649251,0.00003576393,0.00004357784,0.00009036197,0.00022018784,0.00006229701,0.0069667385],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979204,0.0000431997,0.0000085992815,0.000032142256,0.00008909377,0.00003495883],"domain_scores_gemma":[0.99983406,0.000056449793,0.000020536976,0.00002380471,0.000049133425,0.00001605649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020290994,0.00037301017,0.0004208062,0.00054763065,0.00047457396,0.0007572208,0.0004607082,0.000700057,0.0025800404],"category_scores_gemma":[0.0005146921,0.00022769025,0.00067696156,0.00035899802,0.00045759545,0.00035637422,0.00036272526,0.00030180006,0.0005538799],"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":[0.000022776252,0.000043851654,0.0020880878,0.00006384091,0.000017005963,0.00030089993,0.000091677975,0.96596897,0.0146216955,0.0056391605,0.00051401823,0.010628028],"study_design_scores_gemma":[0.0000033195831,0.000013492955,0.00089139206,0.000006511067,0.0000022384527,0.00004735662,0.000027640475,0.9970251,0.0006085677,0.0004339776,0.0009336347,0.000006780738],"about_ca_topic_score_codex":0.005031106,"about_ca_topic_score_gemma":0.002180603,"teacher_disagreement_score":0.005031106,"about_ca_system_score_codex":0.00032175574,"about_ca_system_score_gemma":0.000582576,"threshold_uncertainty_score":0.010003626},"labels":[],"label_agreement":null},{"id":"W4412153455","doi":"10.1007/s10546-025-00922-z","title":"Investigation of Boundary Layer Scale Interactions Over Realistic Morphology Influenced by An Upstream Tall Building Using the SPOD Method","year":2025,"lang":"en","type":"article","venue":"Boundary-Layer Meteorology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Agence Nationale de la Recherche","keywords":"Morphology (biology); Scale (ratio); Upstream (networking); Boundary layer; Boundary (topology); Layer (electronics); Geometry; Geology; Engineering drawing; Materials science; Computer science; Mathematics; Composite material; Mechanics; Engineering; Geography; Physics; Mathematical analysis; Cartography","score_opus":0.0231766808567563,"score_gpt":0.3160517018838663,"score_spread":0.29287502102711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412153455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977424,0.000058636342,0.019665394,0.000038978433,0.0000162042,0.00001832155,0.00012857861,0.00013682724,0.0025130273],"genre_scores_gemma":[0.9964618,0.000017543127,0.0032371855,0.0000034166897,0.0000031854552,0.0000061142105,0.000049132832,0.000017749988,0.00020387613],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999074,0.000022186692,0.0000037306456,0.000019281537,0.000022200682,0.000025235075],"domain_scores_gemma":[0.99959844,0.00023854988,0.000041392523,0.00003618227,0.00004764377,0.00003783431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019055972,0.00032374964,0.00034309927,0.00032746192,0.000393898,0.00042526348,0.00047771996,0.0004757142,0.00085622695],"category_scores_gemma":[0.00086682226,0.00027400916,0.00028834242,0.0002985869,0.00031588803,0.00040456554,0.0004109359,0.00042547172,0.00007971078],"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":[0.0003032522,0.00019634837,0.022047684,0.00007522894,0.00006250042,0.00062542065,0.00011026515,0.9068436,0.05663564,0.0017025521,0.00037126933,0.011026201],"study_design_scores_gemma":[0.000012235603,0.000017142547,0.005779955,0.0000015715538,0.0000061563032,0.000012714172,0.000021436708,0.99267185,0.0013326957,0.00005494872,0.00008347319,0.0000057569205],"about_ca_topic_score_codex":0.013130975,"about_ca_topic_score_gemma":0.00708324,"teacher_disagreement_score":0.013130975,"about_ca_system_score_codex":0.00038418162,"about_ca_system_score_gemma":0.00044049582,"threshold_uncertainty_score":0.02610904},"labels":[],"label_agreement":null},{"id":"W4412455471","doi":"10.1016/j.jweia.2025.106155","title":"Validation of urban airflow measurements through a combined field test and wind tunnel study","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Airflow; Wind tunnel; Field (mathematics); Environmental science; Meteorology; Engineering; Marine engineering; Aerospace engineering; Geography; Mechanical engineering; Mathematics","score_opus":0.02069520525096114,"score_gpt":0.2220481487787488,"score_spread":0.20135294352778765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412455471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98171103,0.000044660068,0.015775386,0.000016770508,0.000020064244,0.00033191155,0.00055669923,0.0002674072,0.0012761316],"genre_scores_gemma":[0.9868578,0.00004795554,0.011514353,0.000020371133,0.0000053508957,0.00025017583,0.000583216,0.000025217347,0.0006955847],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992273,0.00018830571,0.000049622475,0.00018161105,0.0002459103,0.00010729387],"domain_scores_gemma":[0.99889344,0.0002342762,0.00009892821,0.00016074411,0.0005289598,0.000083646715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015891115,0.0008965006,0.00049528875,0.0007157595,0.0006116649,0.00046073346,0.0006668434,0.00046930407,0.0011352445],"category_scores_gemma":[0.0010534162,0.00021868866,0.00025087374,0.00056081684,0.00042791135,0.0005620908,0.0005593968,0.00034502716,0.00026446898],"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":[0.0013613541,0.0043999166,0.09026601,0.00044711813,0.00010688286,0.0007645414,0.0010249453,0.04581134,0.78275526,0.00057579327,0.0011785612,0.07130838],"study_design_scores_gemma":[0.0005399688,0.020124873,0.39461508,0.00014286893,0.00016401059,0.0007481422,0.0020703415,0.14992881,0.42367932,0.00042013204,0.00737231,0.0001941754],"about_ca_topic_score_codex":0.0068960944,"about_ca_topic_score_gemma":0.020657055,"teacher_disagreement_score":0.0068960944,"about_ca_system_score_codex":0.000417272,"about_ca_system_score_gemma":0.0006770377,"threshold_uncertainty_score":0.013711929},"labels":[],"label_agreement":null},{"id":"W4412630199","doi":"10.1061/jsendh.steng-14435","title":"Cyclic Demands on Solar Structural Joints under Wind Loading","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","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":"Rowan Williams Davies & Irwin (Canada)","funders":"Lawrence Berkeley National Laboratory; U.S. Department of Energy","keywords":"Environmental science; Materials science; Structural engineering; Engineering","score_opus":0.005631686497538599,"score_gpt":0.21593465956861238,"score_spread":0.2103029730710738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412630199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931305,0.00004251884,0.005184508,0.000011814005,0.000004335643,0.000006664182,0.00012463571,0.000034791872,0.001460272],"genre_scores_gemma":[0.99905556,0.000022955908,0.00055488385,0.0000019961747,0.0000012558058,0.0000057423385,0.000094920746,0.000008939061,0.0002536461],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997075,0.000029464056,0.000020287616,0.00005208957,0.0001322867,0.000058350848],"domain_scores_gemma":[0.99934095,0.00020922854,0.00015140869,0.00008911143,0.00015689066,0.000052406245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036762425,0.00025188443,0.00024704367,0.00075204205,0.00037991896,0.00043360484,0.00036236408,0.0003883831,0.0017665328],"category_scores_gemma":[0.0013541547,0.000255302,0.00024804342,0.00039582246,0.00042014665,0.0005190094,0.0003650236,0.0002507544,0.00027654073],"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":[0.00059068727,0.00020279118,0.09553351,0.00016832481,0.000053520333,0.0009651905,0.0005678883,0.62465733,0.20546181,0.001972457,0.0005298574,0.069296636],"study_design_scores_gemma":[0.000017831511,0.0009063828,0.18245222,0.00003575734,0.0000625159,0.00073325896,0.000891773,0.7401849,0.071379885,0.0013610999,0.001892573,0.000081731116],"about_ca_topic_score_codex":0.0014555688,"about_ca_topic_score_gemma":0.0027470381,"teacher_disagreement_score":0.0017665328,"about_ca_system_score_codex":0.0003631536,"about_ca_system_score_gemma":0.0002480198,"threshold_uncertainty_score":0.0059096217},"labels":[],"label_agreement":null},{"id":"W4412699894","doi":"10.11159/ffhmt25.197","title":"Computational Simulation of Heat Source Influence on Particulate Behavior and Deposition in Indoor Residential Room","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Particulates; Deposition (geology); Environmental science; Computer science; Chemistry; Geology","score_opus":0.011579637263828173,"score_gpt":0.24511442942188247,"score_spread":0.23353479215805428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412699894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768321,0.00017269567,0.01277315,0.00022975932,0.000064495536,0.000046643858,0.00036162676,0.00013676785,0.0093827965],"genre_scores_gemma":[0.9955329,0.00005777487,0.0027595398,0.000022722941,0.000008263805,0.000032933858,0.00014002758,0.000016625885,0.0014292451],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986815,0.000038342434,0.0000070292726,0.00001837069,0.000028089646,0.000039994124],"domain_scores_gemma":[0.99939907,0.00039798388,0.000044873854,0.000029622577,0.00007165838,0.000056840723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003323016,0.0003897543,0.00068675104,0.00040141176,0.00062841765,0.00083556026,0.0006616265,0.0012994949,0.0019369684],"category_scores_gemma":[0.0011111536,0.00027076685,0.00064003177,0.00045854168,0.0006842769,0.00037311614,0.00062042585,0.0005569503,0.00014467367],"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":[0.000101833575,0.000083593484,0.0033497494,0.00003326413,0.000017405097,0.00015337527,0.000055626453,0.9923339,0.0011621605,0.00094995945,0.0001824203,0.0015767955],"study_design_scores_gemma":[0.000010381454,0.000025901922,0.00082698226,0.000002943873,0.0000037215889,0.000007048057,0.00003207713,0.9986259,0.00023232454,0.00013174232,0.00009719434,0.0000038972803],"about_ca_topic_score_codex":0.020280952,"about_ca_topic_score_gemma":0.009230631,"teacher_disagreement_score":0.020280952,"about_ca_system_score_codex":0.0006503273,"about_ca_system_score_gemma":0.00080755475,"threshold_uncertainty_score":0.04032582},"labels":[],"label_agreement":null},{"id":"W4412717884","doi":"10.1016/j.engstruct.2025.120981","title":"Evaluating the wind loads on high-rise buildings of various plan dimensions through numerical simulations","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"University of Toronto","funders":"University of Toronto; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Plan (archaeology); Wind engineering; Architectural engineering; Structural engineering; Engineering; Environmental science; Civil engineering; Marine engineering; Geology","score_opus":0.012580407154568088,"score_gpt":0.27315504690101083,"score_spread":0.26057463974644274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412717884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99023134,0.000052325726,0.007543249,0.00003270946,0.000011807893,0.00003298195,0.00017005015,0.00011019132,0.0018154515],"genre_scores_gemma":[0.9937921,0.0000479916,0.0056296405,0.00000577917,0.0000023641066,0.000024443616,0.00015982805,0.000013745615,0.00032417744],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983275,0.000038510858,0.000012514622,0.000021104423,0.000055690045,0.000039442883],"domain_scores_gemma":[0.9995017,0.00026424977,0.00005514331,0.00004252336,0.00009408002,0.000042180287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042431187,0.00053503976,0.00045405247,0.00070677866,0.00051340443,0.0007262754,0.00046023264,0.000809884,0.001003894],"category_scores_gemma":[0.000909341,0.00023383956,0.00060277194,0.0006449847,0.0004797493,0.00046285876,0.00036211286,0.00037985665,0.00016146018],"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":[0.000050697916,0.000072421186,0.0074863737,0.000037567028,0.000012896609,0.00011913608,0.00006184124,0.98417616,0.004053513,0.00029180537,0.00009993447,0.0035375876],"study_design_scores_gemma":[0.00000873962,0.000056750683,0.0033480271,0.0000057069783,0.0000063189773,0.0000139138265,0.00007604271,0.99483997,0.0014210984,0.00008483516,0.00013023369,0.000008464697],"about_ca_topic_score_codex":0.013607606,"about_ca_topic_score_gemma":0.011874699,"teacher_disagreement_score":0.013607606,"about_ca_system_score_codex":0.00049719383,"about_ca_system_score_gemma":0.0005942094,"threshold_uncertainty_score":0.027056813},"labels":[],"label_agreement":null},{"id":"W4412743606","doi":"10.1016/j.compag.2025.110818","title":"Operational performance of ventilation mechanisms for layer houses: Modeling with experimental validation","year":2025,"lang":"en","type":"article","venue":"Computers and Electronics in Agriculture","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Egg Farmers of Canada","keywords":"Ventilation (architecture); Layer (electronics); Environmental science; Reliability engineering; Model validation; Computer science; Simulation; Engineering; Materials science; Mechanical engineering","score_opus":0.0070154930729418065,"score_gpt":0.21234292504242133,"score_spread":0.20532743196947953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412743606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857777,0.00015380667,0.01261098,0.00003445862,0.000010145588,0.00003580874,0.00014888869,0.000115356386,0.0011130059],"genre_scores_gemma":[0.99893135,0.000034045763,0.000837002,0.0000020494838,0.000001051681,0.000015954618,0.000036492074,0.000005704103,0.0001362939],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997323,0.00006150167,0.0000208051,0.000050678453,0.00006405954,0.00007047954],"domain_scores_gemma":[0.9988932,0.0007187734,0.000106117244,0.00010085647,0.00014706192,0.0000340495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007147786,0.0006805005,0.0006199305,0.00033575768,0.00043460255,0.0007734571,0.0010987358,0.0009203272,0.0010302886],"category_scores_gemma":[0.0016427877,0.00033924275,0.00069327076,0.00025135448,0.0006805634,0.00092937605,0.00035743497,0.00041780216,0.00018611837],"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":[0.0005293189,0.00045918842,0.007132294,0.00019300445,0.0000338973,0.000081146274,0.00014933085,0.9223166,0.058559075,0.0005663576,0.00023756259,0.009742188],"study_design_scores_gemma":[0.00006378804,0.00051142316,0.003922171,0.000011948156,0.00003192842,0.000023403618,0.000060655868,0.96510905,0.029864874,0.0002074574,0.00017015188,0.00002312103],"about_ca_topic_score_codex":0.0054611466,"about_ca_topic_score_gemma":0.0024619962,"teacher_disagreement_score":0.0054611466,"about_ca_system_score_codex":0.00069794763,"about_ca_system_score_gemma":0.0005163414,"threshold_uncertainty_score":0.010858715},"labels":[],"label_agreement":null},{"id":"W4412767268","doi":"10.1007/978-3-031-98893-6_1","title":"CLIMATHUNDERR: A Combined Impinging Jet and Gravity Current Technique to Investigate Thermal Effects on Downburst Winds","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","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":"Ontario Tech University; McGill University","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Jet (fluid); Current (fluid); Mechanics; Meteorology; Environmental science; Thermal; Atmospheric sciences; Aerospace engineering; Physics; Engineering; Thermodynamics","score_opus":0.006304638390873344,"score_gpt":0.20800815517296709,"score_spread":0.20170351678209375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412767268","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938332,0.000040119954,0.0044249767,0.000011434492,0.000012902019,0.000045083994,0.00049884117,0.0002719048,0.00086149864],"genre_scores_gemma":[0.9918853,0.000033091743,0.007059788,0.0000104103965,0.000007345454,0.000040728937,0.00051952584,0.000051136813,0.00039265596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982977,0.000030289846,0.0000061462483,0.00004913499,0.00005486059,0.000029769952],"domain_scores_gemma":[0.9997662,0.00005670424,0.00003452352,0.00004367054,0.000048185386,0.000050700284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033334614,0.00038733336,0.000387099,0.0005106133,0.00019977274,0.00033635503,0.0003409123,0.00023583072,0.0011814462],"category_scores_gemma":[0.0002676476,0.00015917062,0.00020319823,0.00031178806,0.00021438103,0.00026214583,0.00031256216,0.00030724995,0.00017705989],"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":[0.0011116904,0.0014164194,0.05719869,0.00015474757,0.00008328792,0.00045738014,0.00031342258,0.027532417,0.8602469,0.0003439824,0.0010787272,0.050062425],"study_design_scores_gemma":[0.00035207238,0.0061130067,0.30297244,0.00003347746,0.00007985956,0.000390193,0.00041835636,0.40737432,0.27960733,0.00024275915,0.0023073382,0.00010879372],"about_ca_topic_score_codex":0.0016172326,"about_ca_topic_score_gemma":0.0017283255,"teacher_disagreement_score":0.0016172326,"about_ca_system_score_codex":0.00013346683,"about_ca_system_score_gemma":0.00016356542,"threshold_uncertainty_score":0.003952384},"labels":[],"label_agreement":null},{"id":"W4412895793","doi":"10.1175/bams-d-23-0331.1","title":"Studying Aerosol, Clouds, and Air Quality in the Coastal Urban Environment of Southeastern Texas","year":2025,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","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":"McGill University; National Research Council Canada","funders":"","keywords":"Environmental science; Air quality index; Aerosol; Meteorology; Geography; Climatology; Geology","score_opus":0.01489600243395188,"score_gpt":0.24036187629179495,"score_spread":0.22546587385784306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412895793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99933124,0.000011934215,0.00009869022,0.000018290553,6.813558e-7,0.000008933967,0.00019973521,0.0000059468907,0.00032449147],"genre_scores_gemma":[0.9988427,0.000031385673,0.00044320704,0.0000108507475,0.00000237589,0.0000105402605,0.00030928344,0.0000019208846,0.0003476615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999274,0.00001297048,0.000002823679,0.00001934082,0.000016869139,0.000020519197],"domain_scores_gemma":[0.9998229,0.000035473186,0.000038053033,0.000015405241,0.00005910312,0.000029085624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019439954,0.00016054275,0.00009601988,0.00031315515,0.00064673874,0.00045795,0.00023204609,0.00012368095,0.0005990164],"category_scores_gemma":[0.00016269746,0.000089838795,0.00008213717,0.00046899932,0.00020583856,0.00021802243,0.00028408263,0.0001365299,0.00008986193],"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":[0.00014546337,0.0002585638,0.96283174,0.00003228048,0.00002887781,0.00029775334,0.0007859403,0.0029342575,0.02120651,0.00015738665,0.00047237411,0.010848872],"study_design_scores_gemma":[0.000010190758,0.0001115295,0.9896633,0.000006323423,0.000011727007,0.000040539686,0.0014635301,0.0047934637,0.0031676632,0.000041616553,0.0006856808,0.0000043558884],"about_ca_topic_score_codex":0.1041987,"about_ca_topic_score_gemma":0.22114775,"teacher_disagreement_score":0.1041987,"about_ca_system_score_codex":0.00088292843,"about_ca_system_score_gemma":0.000681386,"threshold_uncertainty_score":0.20718437},"labels":[],"label_agreement":null},{"id":"W4412904056","doi":"10.1175/jpo-d-24-0176.1","title":"Predicting Upwelling due to Down-Fjord Winds","year":2025,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Ocean Networks Canada Society; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Upwelling; Fjord; Oceanography; Geology; Climatology; Environmental science; Meteorology; Geography","score_opus":0.005329709213340868,"score_gpt":0.22988569697454364,"score_spread":0.22455598776120278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412904056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815077,0.000056370773,0.00062438723,0.000049135913,0.000018380722,0.0000080674845,0.00017737098,0.00005415213,0.0008614071],"genre_scores_gemma":[0.99909985,0.000026346916,0.0004080167,0.000014835654,0.0000058965466,0.0000045886013,0.00020646935,0.0000075310736,0.00022645318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999033,0.000013154532,0.0000077052055,0.000020785335,0.000013239333,0.00004172058],"domain_scores_gemma":[0.9997516,0.0000769873,0.0000331808,0.000023275295,0.000044169465,0.00007077909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002345854,0.00063522544,0.00041850674,0.0004005897,0.00035388384,0.00091150834,0.0004371102,0.0013822162,0.0015640254],"category_scores_gemma":[0.00079707656,0.00038838235,0.0007089258,0.00025294453,0.0003170336,0.0003784313,0.0004796839,0.0004789458,0.00017699592],"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":[0.00019807897,0.00017644663,0.062287245,0.000040796498,0.00007430674,0.0002266925,0.000034608158,0.92508197,0.007815035,0.0002002001,0.0002846576,0.0035799465],"study_design_scores_gemma":[0.000032760705,0.000047466856,0.021245636,0.0000052577584,0.0000124509,0.000007798332,0.00001862548,0.97779864,0.00068752014,0.000046165558,0.00008798495,0.000009618678],"about_ca_topic_score_codex":0.05216793,"about_ca_topic_score_gemma":0.026358481,"teacher_disagreement_score":0.05216793,"about_ca_system_score_codex":0.00080224674,"about_ca_system_score_gemma":0.0005839346,"threshold_uncertainty_score":0.10372853},"labels":[],"label_agreement":null},{"id":"W4413053735","doi":"10.1016/j.buildenv.2025.113522","title":"Refined ISO model for wind-driven rain (WDR) on buildings: Machine learning-based approach","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Gina Cody School of Engineering and Computer Science, Concordia University","keywords":"Architectural engineering; Meteorology; Engineering; Environmental science; Computer science; Civil engineering; Geography","score_opus":0.012820335420301138,"score_gpt":0.22222467817108085,"score_spread":0.2094043427507797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413053735","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":[0.039236955,0.00035644748,0.9523538,0.00017390015,0.000081554266,0.00004987014,0.00034600237,0.00038211633,0.00701931],"genre_scores_gemma":[0.9480694,0.0005253975,0.0415155,0.0001001355,0.000094043105,0.0001689655,0.00064151525,0.0002345988,0.008650469],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970704,0.00007917085,0.000017091732,0.000064532695,0.00007759929,0.000054621505],"domain_scores_gemma":[0.99956053,0.00017563337,0.00005045122,0.000045847602,0.00013905155,0.000028541092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051032554,0.0008095222,0.0012742335,0.0007866136,0.00037727016,0.0010755797,0.0021333313,0.0014237997,0.0024250874],"category_scores_gemma":[0.0014627165,0.0006065692,0.0012308108,0.0008132782,0.00060302875,0.0013366682,0.0008298715,0.0011369771,0.0004196601],"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":[0.000006863479,0.000010249841,0.00025637096,0.000014071801,0.0000054885218,0.000023729628,0.000010829655,0.9940142,0.00030265062,0.0026781708,0.00014839976,0.0025289867],"study_design_scores_gemma":[8.5652897e-7,0.0000019378836,0.00005878507,0.0000010934673,0.0000016817077,0.000002499899,0.000002296777,0.9991872,0.000030108029,0.0006407259,0.000071559945,0.000001331268],"about_ca_topic_score_codex":0.02508373,"about_ca_topic_score_gemma":0.015647372,"teacher_disagreement_score":0.02508373,"about_ca_system_score_codex":0.0007890922,"about_ca_system_score_gemma":0.0010652584,"threshold_uncertainty_score":0.04987544},"labels":[],"label_agreement":null},{"id":"W4413136192","doi":"10.5194/ecss2025-192","title":"Damage Surveying Methods for Canadian Severe Wind Events","year":2025,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Western University","funders":"","keywords":"Environmental science; Computer science","score_opus":0.019612196678230102,"score_gpt":0.3170663275168225,"score_spread":0.2974541308385924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413136192","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3667983,0.003753706,0.23348062,0.0037333865,0.0011252523,0.011292039,0.15017928,0.005191808,0.22444564],"genre_scores_gemma":[0.55518854,0.0048364075,0.30037236,0.00113706,0.00013401988,0.0077638165,0.07991025,0.001195387,0.049462244],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963366,0.00033260722,0.00024429001,0.0005739757,0.0019630136,0.0005496017],"domain_scores_gemma":[0.98814666,0.00065896567,0.0006892101,0.00061204605,0.009432373,0.00046072414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032600157,0.0009301304,0.00055576087,0.009071006,0.0043421574,0.002542546,0.0023666462,0.000581513,0.012818396],"category_scores_gemma":[0.014064025,0.00065683055,0.00083612057,0.009944932,0.0005753861,0.0011440853,0.0028566644,0.0011924516,0.0021032018],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005250363,0.00048023384,0.22721682,0.0017455913,0.00030701596,0.0009329866,0.013018066,0.015807709,0.010097675,0.013059127,0.14945294,0.5673568],"study_design_scores_gemma":[0.00017368211,0.00019445317,0.62553006,0.0008752191,0.00017136702,0.0004505635,0.015340737,0.03471501,0.0039860276,0.0029995516,0.31507617,0.0004872471],"about_ca_topic_score_codex":0.96963274,"about_ca_topic_score_gemma":0.9890588,"teacher_disagreement_score":0.030367255,"about_ca_system_score_codex":0.01672479,"about_ca_system_score_gemma":0.04037085,"threshold_uncertainty_score":0.12134737},"labels":[],"label_agreement":null},{"id":"W4413245992","doi":"10.5194/ecss2025-165","title":"Reconstructing Thunderstorm Wind Speed Time Histories Using Forensic Damage Analysis","year":2025,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"McGill University","funders":"","keywords":"Thunderstorm; Anemometer; Storm; Wind speed; Meteorology; Environmental science; Wind power; Wind engineering; Geology; Geography; Engineering","score_opus":0.013004132195619777,"score_gpt":0.2287208616997207,"score_spread":0.21571672950410092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413245992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86856574,0.00013608845,0.1296538,0.00009512844,0.000014351485,0.000036187866,0.00027808364,0.00027909214,0.0009415282],"genre_scores_gemma":[0.9699738,0.00009908796,0.029275274,0.0000071061186,0.000008743935,0.000011942393,0.00032698698,0.000021326765,0.00027569226],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998698,0.00002963331,0.000010458672,0.000033428892,0.000038227565,0.000018387322],"domain_scores_gemma":[0.9992601,0.0002711611,0.00017802355,0.0001426313,0.000103111546,0.00004497416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052664144,0.00034561363,0.00023036172,0.0017614412,0.00019948951,0.00048718022,0.00031774014,0.0005324302,0.0004347998],"category_scores_gemma":[0.0024599594,0.00025287727,0.00043779577,0.00053603644,0.00023900409,0.00065936794,0.00037483993,0.000351088,0.00019219854],"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":[0.00011158234,0.00011254096,0.054992244,0.000054545337,0.000081719205,0.0005228099,0.00023056546,0.8410254,0.01363326,0.0022875865,0.0004588909,0.08648877],"study_design_scores_gemma":[0.0000028184133,0.000017377699,0.008011677,0.0000068193804,0.000005167232,0.0000601754,0.000032282667,0.9891121,0.0018725883,0.00069055386,0.0001798513,0.000008668915],"about_ca_topic_score_codex":0.002577548,"about_ca_topic_score_gemma":0.0031986008,"teacher_disagreement_score":0.002577548,"about_ca_system_score_codex":0.00031926416,"about_ca_system_score_gemma":0.00034593273,"threshold_uncertainty_score":0.0051251054},"labels":[],"label_agreement":null},{"id":"W4413372303","doi":"10.1061/jsendh.steng-15082","title":"Components and Cladding Wind Pressures on Flat Nonrectangular Roofs: Assessment and Comparison with Code Provisions","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","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":"Cladding (metalworking); Environmental science; Code (set theory); Computer science; Materials science; Metallurgy; Programming language","score_opus":0.007854881084780423,"score_gpt":0.25364849681616775,"score_spread":0.24579361573138733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413372303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793303,0.000026572523,0.0013406185,0.0000016272008,0.0000016085626,0.000006678672,0.00004872747,0.000014699673,0.00062635523],"genre_scores_gemma":[0.9989613,0.000023265282,0.0007748223,0.0000010722982,7.200058e-7,0.0000044307644,0.00008187091,0.0000046286345,0.00014784597],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995734,0.000042473068,0.000019950667,0.00005480041,0.0002567394,0.000052591284],"domain_scores_gemma":[0.99942505,0.00015369424,0.00008997917,0.00009140938,0.00020511424,0.000034793764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037515792,0.000291387,0.00019716284,0.00069396873,0.0002556447,0.00034704758,0.0002620786,0.00017552484,0.00085428054],"category_scores_gemma":[0.0005674744,0.00021572017,0.00019279838,0.00044272293,0.00052066764,0.000328635,0.00026282878,0.00017335427,0.00016381251],"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":[0.0013111638,0.00038205448,0.3256372,0.00032683153,0.000058145368,0.0006328216,0.001057191,0.07122576,0.48537225,0.0015962856,0.00043956927,0.11196069],"study_design_scores_gemma":[0.000019994162,0.00080399046,0.8015213,0.00002025218,0.000042283464,0.00017174703,0.0009942008,0.051599473,0.14338933,0.00022116024,0.0011814458,0.00003488607],"about_ca_topic_score_codex":0.002382499,"about_ca_topic_score_gemma":0.004509602,"teacher_disagreement_score":0.002382499,"about_ca_system_score_codex":0.000233199,"about_ca_system_score_gemma":0.00019308903,"threshold_uncertainty_score":0.0047373176},"labels":[],"label_agreement":null},{"id":"W4413391346","doi":"10.1115/omae2025-156372","title":"Validation and Verification Field Trials of Air Diffuser Systems for Upwelling Applications","year":2025,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Canadiana.org; Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Upwelling; Diffuser (optics); Field (mathematics); Computer science; Field trial; Marine engineering; Environmental science; Systems engineering; Geology; Oceanography; Engineering; Physics","score_opus":0.02541726727503143,"score_gpt":0.28506779208305744,"score_spread":0.25965052480802603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413391346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989698,0.00015327058,0.008083712,0.000041567553,0.000043628283,0.000847685,0.00028995247,0.00014006176,0.0007020201],"genre_scores_gemma":[0.98107994,0.00018425584,0.015610785,0.00004259834,0.000013341213,0.00047484395,0.00042280144,0.00003393769,0.0021375122],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99829656,0.00045619137,0.00017525928,0.0002898609,0.00059502374,0.00018705227],"domain_scores_gemma":[0.9966625,0.0007485715,0.0003681993,0.00034300695,0.0017125593,0.00016518883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024189085,0.001030979,0.000687917,0.00066719874,0.00073328457,0.00051769835,0.0011027445,0.0007650258,0.0017420165],"category_scores_gemma":[0.003167829,0.00029474686,0.00074420584,0.00040902765,0.0005351783,0.0006817566,0.00070119306,0.00063781126,0.000421635],"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":[0.0028018828,0.0044422206,0.016331134,0.00087760907,0.00011216166,0.0002923838,0.0004579836,0.029918222,0.8926546,0.00023189138,0.00064518425,0.051234808],"study_design_scores_gemma":[0.0005899894,0.043473776,0.03523381,0.00008724647,0.00013657872,0.00013887195,0.0005672526,0.028907418,0.88680285,0.0001231294,0.0038606296,0.00007846393],"about_ca_topic_score_codex":0.0064061726,"about_ca_topic_score_gemma":0.008021842,"teacher_disagreement_score":0.0064061726,"about_ca_system_score_codex":0.0009586867,"about_ca_system_score_gemma":0.00070972246,"threshold_uncertainty_score":0.012792528},"labels":[],"label_agreement":null},{"id":"W4413428850","doi":"10.1016/j.buildenv.2025.113590","title":"Quality assessment of peak pressure estimates in high-rise building using large eddy simulation","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","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":"University of New Brunswick","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Environmental science; Quality (philosophy); Meteorology; Geography; Physics","score_opus":0.019365675135021604,"score_gpt":0.31647866866050395,"score_spread":0.29711299352548237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413428850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91789055,0.0000405612,0.08040739,0.000035785302,0.000009290809,0.000033593726,0.00025453855,0.0005013469,0.0008269447],"genre_scores_gemma":[0.98813754,0.000011317317,0.011593432,0.0000033619726,0.0000015439954,0.000009569772,0.00016652198,0.000019657484,0.000057029316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939764,0.0001581057,0.00005502159,0.00009774258,0.00024269696,0.00004874503],"domain_scores_gemma":[0.9974196,0.0010795187,0.00036320678,0.00043648516,0.00063923694,0.0000619687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016567672,0.00037350264,0.00031446494,0.000609747,0.00028473206,0.0007695188,0.0005331844,0.00043092872,0.0004911967],"category_scores_gemma":[0.004503465,0.00021460907,0.00032529997,0.00050416746,0.0003092861,0.00057900295,0.0005336336,0.00038956857,0.00008793495],"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":[0.00055047695,0.00027854028,0.12965152,0.00018254996,0.00013713862,0.00028475354,0.00045686812,0.76376843,0.034790877,0.0013456694,0.0004237128,0.0681294],"study_design_scores_gemma":[0.00001829699,0.000094706935,0.052879274,0.000014214069,0.00001934052,0.00003700008,0.000107074724,0.9310431,0.0152653335,0.00027886318,0.00021487252,0.000027912325],"about_ca_topic_score_codex":0.0054193,"about_ca_topic_score_gemma":0.005210752,"teacher_disagreement_score":0.0054193,"about_ca_system_score_codex":0.00031105324,"about_ca_system_score_gemma":0.00044895086,"threshold_uncertainty_score":0.010775566},"labels":[],"label_agreement":null},{"id":"W4413524626","doi":"10.1061/jsendh.steng-14983","title":"Methodology for Obtaining Aerodynamic Coefficients for Unified Wind Loading Provisions in ASCE 7","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Aerodynamics; Structural engineering; Engineering; Aerospace engineering","score_opus":0.01897648845876168,"score_gpt":0.28731523222659705,"score_spread":0.2683387437678354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413524626","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":[0.005476412,0.00003386212,0.99094266,0.000011315509,0.000026733702,0.0001305539,0.00013595799,0.00066918955,0.0025733982],"genre_scores_gemma":[0.10410401,0.00016821979,0.88662535,0.00003280529,0.00004254017,0.00060091435,0.0008339147,0.0008947452,0.006697486],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892384,0.0002088046,0.000060614595,0.000110121,0.00061573664,0.00008077658],"domain_scores_gemma":[0.9988913,0.00025557372,0.00011562965,0.0002037726,0.0005055276,0.000028242082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438618,0.00085519836,0.000653086,0.0018226356,0.0006975636,0.0010212366,0.0014602516,0.0005455732,0.0057164137],"category_scores_gemma":[0.005025352,0.00071467477,0.0007251111,0.0009845509,0.00037933467,0.0009140134,0.00090061786,0.0014868709,0.00364233],"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":[0.000074626296,0.0002226995,0.0044539985,0.00023799337,0.000048391743,0.0003544715,0.00040977428,0.3987106,0.03274078,0.09462302,0.008852069,0.4592716],"study_design_scores_gemma":[0.000017954222,0.00007530509,0.001783133,0.00004650664,0.000015820162,0.00012240908,0.00008901019,0.94168836,0.01644003,0.0076073483,0.03206618,0.000047889436],"about_ca_topic_score_codex":0.004612658,"about_ca_topic_score_gemma":0.0060378704,"teacher_disagreement_score":0.0057164137,"about_ca_system_score_codex":0.00048933254,"about_ca_system_score_gemma":0.0013945804,"threshold_uncertainty_score":0.019123316},"labels":[],"label_agreement":null},{"id":"W4413563907","doi":"10.64628/aa.9eqpja7hp","title":"The modelling behind Melbourne’s extended city-wide lockdown is problematic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geography; Regional science; Economic geography; History","score_opus":0.03359212092495504,"score_gpt":0.2403411014303783,"score_spread":0.20674898050542326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413563907","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74915695,0.0012827776,0.11120805,0.022615368,0.0009659357,0.00010385618,0.0041327216,0.0006906438,0.10984364],"genre_scores_gemma":[0.9869363,0.00017349438,0.003078868,0.00034632048,0.00003807206,0.000027910939,0.00040089735,0.00017679684,0.00882132],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952424,0.00013426639,0.00002449579,0.0001413623,0.00006684223,0.00010880131],"domain_scores_gemma":[0.9991966,0.00025652887,0.00010361254,0.00015154138,0.0001861319,0.000105566876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006569608,0.00048314992,0.0006108007,0.00024793277,0.0008160053,0.003140321,0.0022637318,0.003219739,0.007195736],"category_scores_gemma":[0.0035677126,0.0006850237,0.0007484672,0.0005462054,0.00078220194,0.0037541706,0.00097557536,0.0032692964,0.0007437181],"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":[0.00015830492,0.00011496581,0.01069486,0.00019542828,0.000100117104,0.0003933498,0.00065354916,0.8791482,0.0035453243,0.07770988,0.012589792,0.014696144],"study_design_scores_gemma":[0.000032558954,0.000033950426,0.0097016245,0.00007048446,0.000028464827,0.000044475786,0.0006551988,0.94762415,0.0010173597,0.024831308,0.015910177,0.00005027535],"about_ca_topic_score_codex":0.17146245,"about_ca_topic_score_gemma":0.13946156,"teacher_disagreement_score":0.17146245,"about_ca_system_score_codex":0.0024456228,"about_ca_system_score_gemma":0.0019898952,"threshold_uncertainty_score":0.34092885},"labels":[],"label_agreement":null},{"id":"W4413740972","doi":"10.1145/3747912.3747964","title":"AI-Enhanced Urban Wind Flow Modeling Using OpenFOAM","year":2025,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Red Deer Polytechnic; University of Alberta","funders":"","keywords":"Computer science; Flow (mathematics); Marine engineering; Mechanics; Engineering; Physics","score_opus":0.015463294138905077,"score_gpt":0.2554733461109128,"score_spread":0.24001005197200775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413740972","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":[0.15636194,0.00019419102,0.8209826,0.0002168017,0.00016200852,0.00016021545,0.0011343153,0.0051616654,0.015626289],"genre_scores_gemma":[0.75554097,0.00023969238,0.23747693,0.00007095726,0.00005229636,0.00021263515,0.0017338487,0.00042206846,0.004250511],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998423,0.000028330638,0.000009955114,0.000029589795,0.000063101426,0.00002675378],"domain_scores_gemma":[0.99964094,0.0001361055,0.000036584155,0.000048875285,0.00010294958,0.000034541914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038619814,0.00052796584,0.00045722874,0.0007980908,0.0004557282,0.0011253635,0.0013125427,0.0006571189,0.0024177062],"category_scores_gemma":[0.0012042824,0.00025247614,0.0007790906,0.00051455724,0.00038532802,0.0010664567,0.0010087178,0.00054694834,0.00034155985],"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":[0.000027114418,0.000048434595,0.0013277384,0.000033949927,0.000015913376,0.00005379274,0.00004384013,0.9768489,0.001870911,0.003980946,0.0006823846,0.015066073],"study_design_scores_gemma":[0.0000034860986,0.0000045921684,0.00011328862,0.000002289807,0.0000010022428,0.0000060623033,0.000004796281,0.99821484,0.00041621877,0.00048508792,0.00074515183,0.0000031774273],"about_ca_topic_score_codex":0.016318277,"about_ca_topic_score_gemma":0.012005919,"teacher_disagreement_score":0.016318277,"about_ca_system_score_codex":0.0005603357,"about_ca_system_score_gemma":0.0009204425,"threshold_uncertainty_score":0.032446563},"labels":[],"label_agreement":null},{"id":"W4413820656","doi":"10.1139/cjce-2024-0398","title":"Vector combination of gaussian wind effect based on extreme value probability distribution","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Generalized extreme value distribution; Probability distribution; Extreme value theory; Gumbel distribution; Mathematics; Gaussian; Statistics; Applied mathematics; Statistical physics; Mathematical optimization; Physics","score_opus":0.005598674387897091,"score_gpt":0.1783506478833068,"score_spread":0.1727519734954097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413820656","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":[0.029832229,0.00006267465,0.9678123,0.000031476462,0.000022301409,0.000033944314,0.000034372886,0.00020272877,0.001968056],"genre_scores_gemma":[0.8563499,0.00034999812,0.14056814,0.000047394795,0.000047604528,0.00010626166,0.00020775045,0.000098646866,0.0022244414],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987595,0.00027876825,0.000067288755,0.00019555466,0.00061348116,0.000085341526],"domain_scores_gemma":[0.99873644,0.00053040887,0.0001611452,0.000118299446,0.00041044047,0.00004338873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041387,0.00078984303,0.00063452474,0.0012809351,0.0003284878,0.0009782275,0.000538122,0.00037622414,0.0020523758],"category_scores_gemma":[0.0030745014,0.00031060725,0.0007246763,0.0011568387,0.0007059772,0.0017976698,0.00061159936,0.0006764124,0.0003393678],"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":[0.00032737362,0.00013230578,0.0118572805,0.00029626087,0.00017576544,0.0005223297,0.00022411923,0.66229504,0.038353346,0.041567024,0.0017565244,0.24249256],"study_design_scores_gemma":[0.000008903717,0.000073719326,0.0030645642,0.000010900274,0.000024334642,0.00015324916,0.00003222427,0.98360866,0.00442207,0.007879532,0.00068592094,0.000036020047],"about_ca_topic_score_codex":0.00090452604,"about_ca_topic_score_gemma":0.00092230533,"teacher_disagreement_score":0.0020523758,"about_ca_system_score_codex":0.00034457352,"about_ca_system_score_gemma":0.00038839606,"threshold_uncertainty_score":0.006865859},"labels":[],"label_agreement":null},{"id":"W4414028835","doi":"10.1111/mice.70025","title":"Data‐driven optimization of wind pressure sensor placement on low‐rise buildings using computational fluid dynamics and multi‐resolution dynamic mode decomposition","year":2025,"lang":"en","type":"article","venue":"Computer-Aided Civil and Infrastructure Engineering","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; Lakehead University","funders":"","keywords":"Dynamic mode decomposition; Mode (computer interface); Decomposition; Computational fluid dynamics; Resolution (logic); Computer science; Temporal resolution; Environmental science; Acoustics; Aerospace engineering; Physics; Mechanics; Engineering; Optics; Artificial intelligence; Chemistry","score_opus":0.004773105066550014,"score_gpt":0.23199269395351635,"score_spread":0.22721958888696633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414028835","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":[0.0842144,0.000086583896,0.91341364,0.00007992838,0.0000203563,0.00004240934,0.00009154655,0.00031477996,0.0017362802],"genre_scores_gemma":[0.80941695,0.00009297939,0.1891725,0.000031405467,0.00001168957,0.000105353225,0.00018114685,0.00007901669,0.00090889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998541,0.000042758755,0.0000055241903,0.00002768345,0.00004824264,0.000021673566],"domain_scores_gemma":[0.9997067,0.0001559346,0.0000374404,0.000024383435,0.000052971867,0.000022676591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039788333,0.0008678632,0.00056570064,0.00042385363,0.00025587442,0.0006623255,0.0005372324,0.0005954882,0.00094461406],"category_scores_gemma":[0.0011616871,0.00043946615,0.0004704005,0.0002622193,0.00040480567,0.0005530917,0.00064405904,0.0005909599,0.00018064669],"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":[0.000021254174,0.000019917554,0.0004873858,0.00002280549,0.000008830164,0.000018454573,0.000011748086,0.98777276,0.0029246616,0.0005618621,0.00010007447,0.008050214],"study_design_scores_gemma":[0.0000016331423,0.0000064427404,0.0000704845,0.0000012128385,8.964941e-7,0.000001723676,0.0000044181306,0.9992661,0.00044184006,0.00016129433,0.00004246726,0.0000013617181],"about_ca_topic_score_codex":0.0035722891,"about_ca_topic_score_gemma":0.0044792704,"teacher_disagreement_score":0.0035722891,"about_ca_system_score_codex":0.00035899886,"about_ca_system_score_gemma":0.00086241256,"threshold_uncertainty_score":0.0071029663},"labels":[],"label_agreement":null},{"id":"W4414155616","doi":"10.5703/1288284317911","title":"After a Wildfire: Considerations for Building Environmental Testing","year":2025,"lang":"en","type":"report","venue":"","topic":"Wind and Air Flow Studies","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":"Purdue Pharma (Canada)","funders":"","keywords":"Personal protective equipment; Hazardous waste; Fire protection; HVAC; Human health; Property (philosophy); Fire safety","score_opus":0.03513272226571631,"score_gpt":0.26851912975952635,"score_spread":0.23338640749381004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414155616","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":[0.27232966,0.027543548,0.16052565,0.12176902,0.006879635,0.008814183,0.0046778815,0.009553222,0.38790718],"genre_scores_gemma":[0.5348853,0.016269816,0.28616482,0.014669098,0.0012849175,0.0032755146,0.0033177622,0.0013929727,0.13873973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99444133,0.001531965,0.00046514047,0.00019105573,0.0029195657,0.0004508451],"domain_scores_gemma":[0.98558784,0.0040259673,0.0005587207,0.0008224961,0.007576286,0.0014287885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072907372,0.001180612,0.0008513896,0.0014055114,0.0021518734,0.0024458184,0.0031029093,0.003039489,0.01898654],"category_scores_gemma":[0.01215185,0.0003985226,0.0009236535,0.00057199976,0.0009666484,0.0025694012,0.0017737107,0.0016390707,0.0076317806],"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":[0.00058387464,0.0017821672,0.087098025,0.0014284631,0.000039620863,0.0114369625,0.0030268165,0.0065247617,0.038973864,0.0045007356,0.08236584,0.76223886],"study_design_scores_gemma":[0.00011199539,0.0050562187,0.10488816,0.004341334,0.00016780158,0.023920972,0.03782583,0.010410338,0.03803324,0.015232488,0.7596969,0.00031469192],"about_ca_topic_score_codex":0.009356898,"about_ca_topic_score_gemma":0.023704315,"teacher_disagreement_score":0.01898654,"about_ca_system_score_codex":0.00078689505,"about_ca_system_score_gemma":0.003572705,"threshold_uncertainty_score":0.06351632},"labels":[],"label_agreement":null},{"id":"W4414158251","doi":"10.1016/j.buildenv.2025.113680","title":"Effects of different activation functions on multilayer perceptron performance for predicting indoor airflow fields","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sigmoid function; Activation function; Artificial neural network; Airflow; Perceptron; Backpropagation; Multilayer perceptron","score_opus":0.005852490176151597,"score_gpt":0.2058274771281673,"score_spread":0.19997498695201568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414158251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664699,0.00071548775,0.030163812,0.00027045305,0.00016286617,0.000026791506,0.00017221512,0.00056524575,0.0014531602],"genre_scores_gemma":[0.99190396,0.00013246016,0.0070379423,0.00006075483,0.000013341917,0.000025051095,0.0001643901,0.000063148895,0.0005988835],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992908,0.00022895029,0.00008995249,0.00013595485,0.00007549662,0.00017876126],"domain_scores_gemma":[0.9920055,0.0062596747,0.00018637636,0.00032345764,0.0009782888,0.0002466417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003404783,0.0016391589,0.00077322207,0.00039150807,0.00052651775,0.0009741167,0.00075567345,0.0026722397,0.0012651592],"category_scores_gemma":[0.014115843,0.0005247566,0.0006349773,0.00037436586,0.00069308805,0.0015466551,0.0007713421,0.0015899945,0.00038838328],"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":[0.0027474256,0.0006310554,0.008588887,0.00024833364,0.00020866549,0.00020864338,0.00018380643,0.88229835,0.030317858,0.00037214963,0.0007230464,0.07347174],"study_design_scores_gemma":[0.000045614433,0.00031454756,0.003794081,0.00004288571,0.0000981673,0.00002899192,0.00006967679,0.9706769,0.024608914,0.00018559385,0.000100173,0.000034415036],"about_ca_topic_score_codex":0.011273044,"about_ca_topic_score_gemma":0.0056668334,"teacher_disagreement_score":0.011273044,"about_ca_system_score_codex":0.0004914342,"about_ca_system_score_gemma":0.0007647189,"threshold_uncertainty_score":0.022414863},"labels":[],"label_agreement":null},{"id":"W4414165671","doi":"10.1016/j.buildenv.2025.113667","title":"Machine learning as CFD surrogate models for rapid prediction of building-related physical fields: A review of methods and state-of-the-art","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Key Research and Development Program of China; Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Preprocessor; Field (mathematics); Data pre-processing; Limiting; Computational fluid dynamics; Selection (genetic algorithm); Surrogate model; Predictive modelling","score_opus":0.013343221894218516,"score_gpt":0.2758268543368074,"score_spread":0.26248363244258893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414165671","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":[0.010479666,0.066087246,0.9159989,0.0009888861,0.00041493718,0.000076973745,0.00045044528,0.0008640717,0.0046389243],"genre_scores_gemma":[0.3983556,0.15569443,0.43535957,0.0006784068,0.0014232933,0.00053140294,0.0017769443,0.0005231261,0.005657289],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992792,0.00023484413,0.00006401561,0.0001332515,0.00025422408,0.000034552406],"domain_scores_gemma":[0.99791354,0.0014262843,0.00015350571,0.0001435349,0.00031193878,0.00005127611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651908,0.0012729592,0.002062453,0.0009866036,0.00025320705,0.0023588021,0.0017087059,0.0015435882,0.0016263562],"category_scores_gemma":[0.0040427363,0.0007683453,0.0012947145,0.0014795222,0.0007306485,0.0022464327,0.0012686423,0.0025203498,0.0008000973],"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":[0.00009775676,0.00014311136,0.0015199609,0.0013884773,0.00017370662,0.000066608525,0.000063171974,0.68767434,0.0025208099,0.023838146,0.0031974805,0.27931643],"study_design_scores_gemma":[0.000010200162,0.000046873694,0.00025879065,0.0001880194,0.000025522972,0.000035285982,0.0000106435855,0.98182607,0.0012447512,0.008589771,0.007732538,0.000031526644],"about_ca_topic_score_codex":0.0027586992,"about_ca_topic_score_gemma":0.0019319014,"teacher_disagreement_score":0.0027586992,"about_ca_system_score_codex":0.0005682137,"about_ca_system_score_gemma":0.0008376325,"threshold_uncertainty_score":0.008736253},"labels":[],"label_agreement":null},{"id":"W4414244125","doi":"10.1080/07055900.2025.2554837","title":"Multi-Level In-Situ Measurements During a Direct Hit by a Significant Tornado","year":2025,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","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":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Tornado; Noise (video); Storm; Tower","score_opus":0.02139078993828118,"score_gpt":0.23126296243184224,"score_spread":0.20987217249356108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414244125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959842,0.000036466943,0.0008707843,0.00002183051,0.000024886709,0.0000152299235,0.0006877987,0.000049803308,0.0023089424],"genre_scores_gemma":[0.998145,0.00004382475,0.00079305953,0.00001665921,0.000016091566,0.000014443203,0.0004970786,0.000006750877,0.00046710222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990284,0.000006769239,0.0000063109965,0.000027361113,0.00003135738,0.000025305426],"domain_scores_gemma":[0.9998097,0.000027926437,0.00004486567,0.000016231968,0.000054441913,0.000046956575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012133669,0.00030759786,0.00029313212,0.0005550835,0.0005870666,0.00030586435,0.00025234307,0.00048132293,0.00090909103],"category_scores_gemma":[0.00024285282,0.00012764118,0.00015429377,0.0004710942,0.000157105,0.00024061375,0.0003738309,0.00038494746,0.00019621744],"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":[0.0007459717,0.0005101762,0.62216127,0.00027211758,0.0002008219,0.0024363743,0.0029674105,0.0031349354,0.3248378,0.00017847848,0.0013410227,0.04121366],"study_design_scores_gemma":[0.000009153487,0.00025328927,0.98897946,0.000014187693,0.000051919294,0.00023753197,0.0007680664,0.0016329873,0.0069421357,0.00004174547,0.0010546105,0.000014922015],"about_ca_topic_score_codex":0.0036560302,"about_ca_topic_score_gemma":0.017220628,"teacher_disagreement_score":0.0036560302,"about_ca_system_score_codex":0.00014163605,"about_ca_system_score_gemma":0.00012556156,"threshold_uncertainty_score":0.0072695017},"labels":[],"label_agreement":null},{"id":"W4414244856","doi":"10.1002/lom3.10729","title":"Assessing statistical fitting methods used for estimating turbulence parameters","year":2025,"lang":"en","type":"article","venue":"Limnology and Oceanography Methods","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":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Division of Ocean Sciences; Fisheries and Oceans Canada; National Science Foundation","keywords":"Turbulence; Logarithm; Outlier; Spectral density; Dissipation; Computation; Spectral line; Wavenumber; Curve fitting; Turbulence kinetic energy","score_opus":0.036884445266393895,"score_gpt":0.4059652922829926,"score_spread":0.3690808470165987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414244856","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13290974,0.0015084652,0.8547713,0.00090815016,0.0003644751,0.0013344367,0.0014941697,0.0028836743,0.0038255649],"genre_scores_gemma":[0.33088815,0.000680677,0.663181,0.00024591634,0.000090807356,0.0012136011,0.0016165707,0.0009429634,0.0011403217],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.927495,0.042670112,0.005886308,0.0032798126,0.020141667,0.0005271018],"domain_scores_gemma":[0.59681225,0.2837648,0.023302509,0.02694225,0.06803767,0.001140574],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.107154556,0.0018210106,0.0010042436,0.007180593,0.0012103849,0.0032195447,0.0021938276,0.002086233,0.0018384473],"category_scores_gemma":[0.3089231,0.00059173343,0.0020973075,0.0064135403,0.0015450455,0.0027124586,0.0021605128,0.0017322659,0.00088619156],"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":[0.0015031665,0.0008249809,0.19128458,0.0020616914,0.0021520513,0.00037254888,0.002103627,0.18154106,0.018698866,0.017668476,0.010103381,0.5716856],"study_design_scores_gemma":[0.00029118088,0.0031744624,0.111468725,0.002157892,0.000778589,0.0010261523,0.0025599543,0.77846587,0.047148425,0.023490576,0.028698323,0.0007398496],"about_ca_topic_score_codex":0.004255581,"about_ca_topic_score_gemma":0.0038851427,"teacher_disagreement_score":0.89284545,"about_ca_system_score_codex":0.001625053,"about_ca_system_score_gemma":0.0021856055,"threshold_uncertainty_score":0.56669426},"labels":[],"label_agreement":null},{"id":"W4414396685","doi":"10.1016/j.buildenv.2025.113716","title":"Ten questions concerning wind-focused shape and structural optimization of tall buildings","year":2025,"lang":"en","type":"article","venue":"Building and 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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shape optimization; Structural system","score_opus":0.0076769199425861506,"score_gpt":0.21519132892390497,"score_spread":0.20751440898131882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414396685","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":[0.15619956,0.010781,0.767976,0.017793024,0.0005537159,0.000101197016,0.00028502187,0.00014156767,0.04616899],"genre_scores_gemma":[0.8661553,0.010667001,0.10916119,0.0013937856,0.0006612969,0.00014337798,0.00018663544,0.00013846862,0.011492839],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999554,0.00020189211,0.000016596545,0.000072215895,0.000118155454,0.00003713844],"domain_scores_gemma":[0.9980703,0.0014968261,0.00013678268,0.00009665807,0.00012444779,0.00007497761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015083173,0.0004935323,0.0005840406,0.00030317277,0.000582176,0.0016419144,0.00074703275,0.0016220819,0.0045968434],"category_scores_gemma":[0.004872598,0.0003588334,0.0005505043,0.0003694977,0.0019598317,0.0023370385,0.0010210712,0.0016958282,0.00042325386],"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":[0.00015464734,0.0002000871,0.0037190157,0.0005415147,0.00005684049,0.00015770936,0.0003768018,0.5911334,0.0033030675,0.24297452,0.0047228737,0.15265945],"study_design_scores_gemma":[0.000028879671,0.00029009837,0.0035043603,0.00033928422,0.000028225717,0.00015185686,0.0010586296,0.50581783,0.0014535174,0.46882463,0.018434716,0.000067976864],"about_ca_topic_score_codex":0.0014825736,"about_ca_topic_score_gemma":0.0016214919,"teacher_disagreement_score":0.0045968434,"about_ca_system_score_codex":0.0005250929,"about_ca_system_score_gemma":0.00067401,"threshold_uncertainty_score":0.015377939},"labels":[],"label_agreement":null},{"id":"W4414526207","doi":"10.1007/978-3-031-86095-9_18","title":"Multi-agent Simulation for Dynamic Prediction of Pedestrians’ Thermal Comfort","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in Science, Technology & Innovation/Advances in science, technology & innovation","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Thermal comfort; Artificial neural network; Predictive modelling; Backpropagation; Thermal; Grid","score_opus":0.014454454605686912,"score_gpt":0.3029162890671336,"score_spread":0.2884618344614467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414526207","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":[0.09689832,0.0014743151,0.8766032,0.0006826688,0.00042556005,0.00008898506,0.0007743416,0.0010020457,0.022050506],"genre_scores_gemma":[0.8666765,0.0006545621,0.11808823,0.00012969805,0.00012341919,0.00027279233,0.0005101002,0.00020849812,0.0133361835],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998574,0.000058722373,0.00000688189,0.000025970443,0.000030854964,0.00002010131],"domain_scores_gemma":[0.99930286,0.00052435446,0.000034862514,0.000027556143,0.00006320158,0.000047010624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034173537,0.0006864589,0.0011949776,0.00039818388,0.0007036441,0.0008472956,0.001241248,0.0014616527,0.004741517],"category_scores_gemma":[0.0011717622,0.00066723017,0.0010663448,0.00054360385,0.00045656716,0.0006651541,0.000989865,0.0013151234,0.0006220233],"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":[0.000013582788,0.000012478991,0.00011732664,0.000010363291,0.00001015805,0.000015062416,0.000009488212,0.9962172,0.00013495484,0.0014933218,0.0002518376,0.001714212],"study_design_scores_gemma":[0.0000016337257,0.0000017240021,0.000014637117,0.0000010260751,9.732905e-7,9.3409335e-7,0.0000010963577,0.9995409,0.000024576835,0.00031836366,0.000093243165,8.668347e-7],"about_ca_topic_score_codex":0.02434274,"about_ca_topic_score_gemma":0.014953383,"teacher_disagreement_score":0.02434274,"about_ca_system_score_codex":0.00072928995,"about_ca_system_score_gemma":0.0008743148,"threshold_uncertainty_score":0.04840213},"labels":[],"label_agreement":null},{"id":"W4414617610","doi":"10.1061/jsendh.steng-14984","title":"Assessment of the Main Wind Force Resisting System Provisions of ASCE/SEI 7-22 for Rigid Buildings","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Work (physics); Wind force; Wind power; Boom","score_opus":0.0039783809826193705,"score_gpt":0.23053256187993829,"score_spread":0.2265541808973189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414617610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99259114,0.00005194348,0.0012631303,0.000046994024,0.000007685368,0.00006718384,0.00050874456,0.000056237775,0.0054068957],"genre_scores_gemma":[0.99738926,0.00001806928,0.0011823095,0.0000090935455,0.0000030804094,0.00002123742,0.00039521756,0.000015425861,0.0009662349],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854314,0.00028067635,0.000055120272,0.00009227063,0.00085593783,0.00017283791],"domain_scores_gemma":[0.9978472,0.0006396257,0.00032731128,0.00018935555,0.0008171618,0.00017931758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024023936,0.0005966122,0.0005373655,0.0013185499,0.0008064993,0.0011254525,0.0008702692,0.0010493482,0.0018975196],"category_scores_gemma":[0.002853602,0.0003504209,0.0008170397,0.00045559916,0.00041927124,0.0007585095,0.00050346274,0.0005571064,0.0005383418],"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":[0.005391311,0.0013135759,0.22136113,0.0003551842,0.00018680043,0.0009541974,0.0004537273,0.6005313,0.10345669,0.004056008,0.002702835,0.0592373],"study_design_scores_gemma":[0.00025458416,0.006655954,0.6468385,0.000075792734,0.00022068233,0.00016897112,0.00070474035,0.31494159,0.025086557,0.00054865313,0.004413017,0.000090919464],"about_ca_topic_score_codex":0.024867622,"about_ca_topic_score_gemma":0.0359536,"teacher_disagreement_score":0.024867622,"about_ca_system_score_codex":0.0014237794,"about_ca_system_score_gemma":0.0019321605,"threshold_uncertainty_score":0.04944575},"labels":[],"label_agreement":null},{"id":"W4414668077","doi":"10.1002/eer2.70016","title":"Development of an Inventory Modelling Framework for Seismic Risk Assessment of Residential Buildings in Eastern Canada","year":2025,"lang":"en","type":"article","venue":"Earthquake Engineering and Resilience","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Masonry; Distribution (mathematics); Process (computing); Seismic risk; Risk assessment","score_opus":0.006433143955831101,"score_gpt":0.22436737668152307,"score_spread":0.21793423272569196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414668077","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":[0.12855954,0.00067863584,0.8223467,0.0011482043,0.000056918296,0.00065062486,0.0074613686,0.0015107024,0.037587274],"genre_scores_gemma":[0.67844874,0.0008638604,0.30179372,0.00009944996,0.000026367705,0.0004641358,0.00478333,0.00024720703,0.013273176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937207,0.00012985543,0.00004584866,0.0001045647,0.00022369597,0.00012396222],"domain_scores_gemma":[0.99891007,0.00023274419,0.00010713479,0.000060522267,0.0006007112,0.00008871517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012822932,0.0010588509,0.0005513689,0.0031714148,0.0013464354,0.0038999375,0.0028034041,0.0008348997,0.0033623676],"category_scores_gemma":[0.0024225253,0.0007712532,0.0011303487,0.0027156803,0.00078054,0.00097239105,0.0015473113,0.00075433956,0.00047458409],"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":[0.00002017976,0.00003508779,0.00909299,0.000045528428,0.000041960397,0.00019974784,0.0003574268,0.9524436,0.0006753223,0.020743286,0.001728966,0.014615927],"study_design_scores_gemma":[0.0000037269376,0.0000046515465,0.0013225094,0.000019648189,0.000012578211,0.000016266396,0.00018573346,0.9921291,0.00014606636,0.0024860795,0.0036591787,0.000014549377],"about_ca_topic_score_codex":0.9050704,"about_ca_topic_score_gemma":0.88394517,"teacher_disagreement_score":0.094929576,"about_ca_system_score_codex":0.01800527,"about_ca_system_score_gemma":0.017441494,"threshold_uncertainty_score":0.19097722},"labels":[],"label_agreement":null},{"id":"W4414862245","doi":"10.3390/pr13103174","title":"Kolmogorov–Arnold Network for Predicting CO2 Corrosion and Performance Comparison with Traditional Data-Driven Approaches","year":2025,"lang":"en","type":"article","venue":"Processes","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":"Petro-Canada","funders":"","keywords":"Corrosion; Pipeline (software); Hyperparameter; Hyperparameter optimization; Limiting; Artificial neural network; Multilayer perceptron; Pipeline transport","score_opus":0.06398231616687444,"score_gpt":0.2422766555174671,"score_spread":0.17829433935059266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414862245","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":[0.481377,0.0023286396,0.5038768,0.0009433018,0.00026010486,0.00012137576,0.0006553669,0.0020045976,0.008432727],"genre_scores_gemma":[0.972462,0.00023062323,0.02542432,0.00005891735,0.000022180478,0.000050842074,0.00033964045,0.000031435025,0.0013801119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976426,0.00007200055,0.000020425072,0.000053342315,0.000058193385,0.00003181065],"domain_scores_gemma":[0.99864036,0.00090526574,0.00007701564,0.000060558916,0.00026074162,0.000056032957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009834578,0.0009850201,0.00056834397,0.0006700417,0.00025779716,0.00067433703,0.00065270206,0.0007319385,0.0010305154],"category_scores_gemma":[0.0029510115,0.00026162298,0.00045036065,0.0003267889,0.0003383013,0.00087565085,0.00066876126,0.00092345773,0.00028054832],"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":[0.00013896427,0.00004998083,0.002888823,0.000046623347,0.000042103213,0.00003265857,0.000022433747,0.97220176,0.00081910385,0.0009272704,0.00038636287,0.022443958],"study_design_scores_gemma":[0.000001291222,0.000008984929,0.000114414164,0.0000014213932,0.000001921383,0.0000021535202,0.0000025984389,0.99945265,0.00016749384,0.0002185421,0.000026803204,0.0000016608785],"about_ca_topic_score_codex":0.012321978,"about_ca_topic_score_gemma":0.007594123,"teacher_disagreement_score":0.012321978,"about_ca_system_score_codex":0.0005959166,"about_ca_system_score_gemma":0.000858599,"threshold_uncertainty_score":0.02450049},"labels":[],"label_agreement":null},{"id":"W4414964998","doi":"10.1038/s41597-025-06046-w","title":"Aerodynamic dataset for selected doubly curved membrane canopy structures","year":2025,"lang":"en","type":"article","venue":"Scientific Data","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Western University","funders":"HORIZON EUROPE Framework Programme; Horizon 2020 Framework Programme; European Commission","keywords":"Aerodynamics; Wind tunnel; Ridge; Flow (mathematics); Scale (ratio); Arch; Boundary (topology); Canopy; Conical surface","score_opus":0.02408599901505776,"score_gpt":0.28398071527915625,"score_spread":0.2598947162640985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414964998","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03667324,0.00043383572,0.0030885749,0.00017307556,0.00010771347,0.00010627659,0.9518437,0.0033056664,0.0042679603],"genre_scores_gemma":[0.031439688,0.00014428153,0.0035905386,0.000044838074,0.0000260524,0.00019812772,0.9635894,0.00013629955,0.00083075376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992749,0.0000718475,0.00007448853,0.00017997326,0.0002865725,0.00011225016],"domain_scores_gemma":[0.99908864,0.00019603033,0.000094185285,0.00024501994,0.00029694868,0.000079194724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005328412,0.0012677268,0.0009775809,0.001965795,0.0006170289,0.0008754585,0.0014920556,0.0018499232,0.008168988],"category_scores_gemma":[0.0015631634,0.00032119697,0.001168659,0.0019636902,0.0003390903,0.00071676774,0.0010414653,0.00096632104,0.0119534535],"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":[0.00044101547,0.00067588425,0.06910556,0.0020898976,0.00024883702,0.00088371744,0.00034141963,0.024562648,0.0099779675,0.00197785,0.8149453,0.07475003],"study_design_scores_gemma":[0.00029856936,0.0003482543,0.22591762,0.0005582294,0.000108761196,0.00088280934,0.0010606636,0.056344043,0.008293258,0.0029000842,0.7030629,0.00022490627],"about_ca_topic_score_codex":0.0095346,"about_ca_topic_score_gemma":0.027098631,"teacher_disagreement_score":0.0095346,"about_ca_system_score_codex":0.00048314733,"about_ca_system_score_gemma":0.0006400589,"threshold_uncertainty_score":0.027328014},"labels":[],"label_agreement":null},{"id":"W4415183423","doi":"10.1007/978-3-031-96767-2_18","title":"Evaluation of Methods to Determine Wind Loads on Irregular Low-Rise Building Shapes","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Focus (optics); Wind tunnel; Modular design; Wind engineering; Range (aeronautics); Work (physics); Building code; Boundary (topology)","score_opus":0.019072950285333623,"score_gpt":0.27979785535741214,"score_spread":0.2607249050720785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415183423","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":[0.12759441,0.00036623655,0.86625475,0.000030343504,0.00003953872,0.00017446849,0.00013802477,0.00082896044,0.0045732968],"genre_scores_gemma":[0.51747966,0.0002955183,0.47637907,0.000018462479,0.000024272682,0.0002516047,0.00037110865,0.00022381515,0.0049563944],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993963,0.00017471566,0.000024186655,0.0000700288,0.00030507878,0.000029597251],"domain_scores_gemma":[0.9944318,0.0039966516,0.00015141508,0.00021403634,0.0011385541,0.00006767028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012488901,0.00071178767,0.00053375924,0.00087816635,0.00038412304,0.0006353792,0.0009656584,0.00058178883,0.0028068733],"category_scores_gemma":[0.005306937,0.00033431014,0.00043024568,0.00050961465,0.0003521189,0.0006789688,0.00043559738,0.0003263213,0.0004341315],"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":[0.0008045806,0.00032366117,0.005992682,0.0004222565,0.00009800139,0.000054843407,0.00016083106,0.34442428,0.030514434,0.0031045408,0.0010905578,0.61300933],"study_design_scores_gemma":[0.000025288326,0.00012448287,0.0015051573,0.000011308441,0.000014930731,0.000024726822,0.00003739386,0.98764414,0.009681935,0.00049337477,0.00042860585,0.000008607662],"about_ca_topic_score_codex":0.0036695476,"about_ca_topic_score_gemma":0.0044913283,"teacher_disagreement_score":0.0036695476,"about_ca_system_score_codex":0.00044475438,"about_ca_system_score_gemma":0.00048059036,"threshold_uncertainty_score":0.009389937},"labels":[],"label_agreement":null},{"id":"W4415405142","doi":"10.1175/bams-d-25-0061.1","title":"UrbanTALES: A Large-Eddy Simulation Dataset for Urban Canopy Layer Turbulence and Parameterization","year":2025,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","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":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; National Cancer Institute; Australian Government; Climate Extremes; National Computational Infrastructure","keywords":"Turbulence; Flow (mathematics); Urban climatology; Microscale chemistry; Canopy; Urban planning; Urban area; Urban climate","score_opus":0.012017232341813774,"score_gpt":0.2652111453472802,"score_spread":0.2531939130054664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415405142","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22178607,0.0010370117,0.022084199,0.00096739887,0.0004829755,0.00030637786,0.7276489,0.018266698,0.0074203475],"genre_scores_gemma":[0.21328564,0.00024352508,0.020895956,0.00023038029,0.000073022486,0.00037556203,0.7628152,0.0011021021,0.0009786615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964,0.00006719077,0.00004385575,0.00009409787,0.00009323249,0.00006168171],"domain_scores_gemma":[0.9995055,0.0001447148,0.000037693444,0.00012414512,0.00011719909,0.00007071499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005634551,0.0013007666,0.0008331533,0.0009960476,0.00051964354,0.001029467,0.0019018712,0.001446429,0.0037340114],"category_scores_gemma":[0.0018330807,0.0004278288,0.0012414693,0.001218361,0.0004565445,0.0008079846,0.0009066685,0.0013933523,0.0023567989],"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":[0.0005769803,0.0010132632,0.053456455,0.0011563689,0.000693907,0.00082921464,0.00028563617,0.479597,0.0081916675,0.0057275286,0.41859257,0.029879356],"study_design_scores_gemma":[0.0009308031,0.00014172203,0.043183845,0.00021139669,0.00008921375,0.00016035703,0.00032843323,0.813406,0.005634478,0.005057003,0.1306314,0.0002253085],"about_ca_topic_score_codex":0.014430209,"about_ca_topic_score_gemma":0.030391667,"teacher_disagreement_score":0.014430209,"about_ca_system_score_codex":0.00051035424,"about_ca_system_score_gemma":0.0008857171,"threshold_uncertainty_score":0.028692424},"labels":[],"label_agreement":null},{"id":"W4415706033","doi":"10.1016/j.uclim.2025.102663","title":"Deciphering urban wind speed dynamics in China: A long-term investigation combing machine learning approach and geospatial statistical analysis","year":2025,"lang":"en","type":"article","venue":"Urban Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Hubei Province; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China; Ministry of Natural Resources","keywords":"Wind speed; Autoencoder; Dynamic time warping; Terrain; Wind direction; Cluster analysis; Principal component analysis; Roughness length","score_opus":0.007656695391528947,"score_gpt":0.22478437705081816,"score_spread":0.21712768165928922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415706033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99858886,0.00011491701,0.00062038685,0.000058414047,0.000007277094,0.0000043800756,0.00022506654,0.0000135159235,0.00036722032],"genre_scores_gemma":[0.99910873,0.00006707383,0.00019081081,0.000008430666,0.000008514049,0.000003325303,0.00036628777,0.000002540259,0.00024435326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997532,0.000029885661,0.000029962113,0.00007467529,0.000058605878,0.000053676682],"domain_scores_gemma":[0.9993414,0.00010795299,0.0001800515,0.000089105946,0.00019491394,0.00008661082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006552166,0.0002873668,0.00030214267,0.0016447753,0.0005126201,0.0006481817,0.0003974758,0.00032430288,0.0004925428],"category_scores_gemma":[0.00083109015,0.00016751164,0.00034031272,0.0022390627,0.0003432406,0.0009460525,0.0004888055,0.00020737134,0.00011095864],"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":[0.0000288047,0.000049769536,0.97395915,0.00003301514,0.00009549305,0.00018082726,0.00047439203,0.003404147,0.0020697932,0.00038691767,0.00040956528,0.018908087],"study_design_scores_gemma":[9.393247e-7,0.000022350638,0.98712003,0.0000067814153,0.000034492907,0.000038477967,0.00054614496,0.011088585,0.00029848688,0.00014457965,0.00068925845,0.000009868539],"about_ca_topic_score_codex":0.045369133,"about_ca_topic_score_gemma":0.08614765,"teacher_disagreement_score":0.045369133,"about_ca_system_score_codex":0.0006257882,"about_ca_system_score_gemma":0.0010431366,"threshold_uncertainty_score":0.09021014},"labels":[],"label_agreement":null},{"id":"W4415760462","doi":"10.1016/j.aeaoa.2025.100389","title":"Pressure-liquefied ammonia jet dispersion: Multi-model intercomparison using Desert Tortoise and FLADIS field data","year":2025,"lang":"en","type":"article","venue":"Atmospheric Environment X","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; Canada Excellence Research Chairs, Government of Canada; Defense Threat Reduction Agency; Danmarks Tekniske Universitet; California Student Aid Commission","keywords":"Range (aeronautics); Tortoise; Dispersion (optics); Desert (philosophy); Atmospheric dispersion modeling; Plume; Precipitation; Jet (fluid)","score_opus":0.027739879534699606,"score_gpt":0.26847784452202195,"score_spread":0.24073796498732233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415760462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648774,0.000058913833,0.0018404614,0.00007364229,0.000009769038,0.0000351078,0.00045171706,0.00012404197,0.0009186248],"genre_scores_gemma":[0.9925304,0.000044166503,0.005396857,0.00003131035,0.000008040871,0.00004852925,0.001595177,0.00002905169,0.00031640733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992872,0.00028188966,0.00006416874,0.00017585447,0.00010356186,0.00008741625],"domain_scores_gemma":[0.9984316,0.0007935438,0.00016556635,0.00017803752,0.00033627718,0.00009500732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003736659,0.0009422523,0.000744953,0.0009736514,0.0007654323,0.0010537289,0.0010915685,0.0010897383,0.00052912807],"category_scores_gemma":[0.0030998574,0.0003742005,0.0012826218,0.00085302786,0.0004955499,0.0013439499,0.0008004435,0.0008459234,0.000115376664],"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":[0.00091002317,0.00076543837,0.11520297,0.00010359289,0.00049230113,0.0002172186,0.0004488268,0.8587491,0.005488684,0.00066845637,0.0009908371,0.015962522],"study_design_scores_gemma":[0.00017393786,0.00070697826,0.084560215,0.000020710457,0.00012276784,0.00004474346,0.0004692092,0.9083632,0.0041074464,0.0003891972,0.00096010685,0.000081519305],"about_ca_topic_score_codex":0.09000467,"about_ca_topic_score_gemma":0.06724198,"teacher_disagreement_score":0.09000467,"about_ca_system_score_codex":0.0021996505,"about_ca_system_score_gemma":0.00097105413,"threshold_uncertainty_score":0.17896158},"labels":[],"label_agreement":null},{"id":"W4416258994","doi":"10.1016/j.buildenv.2025.113864","title":"Numerical investigation of hill shape on flow characteristics in hilly cities","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Department of Science and Technology of Sichuan Province; National Natural Science Foundation of China","keywords":"Turbulence; Flow (mathematics); Wind tunnel; Wake; Intensity (physics); Wind speed; Large eddy simulation; Elevation (ballistics); Turbulence kinetic energy","score_opus":0.008741786928185245,"score_gpt":0.2021228852474145,"score_spread":0.19338109831922926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416258994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955153,0.00006102833,0.0011217428,0.00005289854,0.000010297971,0.00000974349,0.0001093448,0.000029057916,0.0030905027],"genre_scores_gemma":[0.9992374,0.000035900193,0.00031790478,0.000007480569,0.0000039709075,0.0000033165647,0.00003856729,0.0000058030714,0.00034965458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998807,0.000028716313,0.0000051398774,0.0000190617,0.000016070322,0.000050362472],"domain_scores_gemma":[0.9990522,0.0005582685,0.00010742926,0.000060003946,0.000114482464,0.00010757115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031039913,0.00026667054,0.00047374633,0.0008200114,0.00068560505,0.0008389274,0.00054364064,0.0010484328,0.002162143],"category_scores_gemma":[0.0018619045,0.0003647797,0.00050081994,0.0009979146,0.0009328062,0.0006136371,0.00044206379,0.0004751814,0.0001340768],"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":[0.00016011584,0.0001884155,0.02293479,0.000044106837,0.000031540163,0.00031018577,0.0001463982,0.9693531,0.0023214936,0.001285696,0.00040872468,0.002815479],"study_design_scores_gemma":[0.0000173938,0.00003451996,0.012675669,0.000007995462,0.000010379609,0.000016234328,0.00019803636,0.9864087,0.00032989713,0.0001541747,0.00013458749,0.00001234754],"about_ca_topic_score_codex":0.042517997,"about_ca_topic_score_gemma":0.025676906,"teacher_disagreement_score":0.042517997,"about_ca_system_score_codex":0.00074383046,"about_ca_system_score_gemma":0.00069222593,"threshold_uncertainty_score":0.08454102},"labels":[],"label_agreement":null},{"id":"W4416377369","doi":"10.1016/j.uclim.2025.102698","title":"Mitigating human thermal discomfort and vehicle-emitted pollutants exposure in urban transportation hubs through natural ventilation: Numerical modeling and morphology optimization","year":2025,"lang":"en","type":"article","venue":"Urban Climate","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Ventilation (architecture); Pollutant; Natural ventilation; Airflow; Intrusion; Air pollution; Thermal; Thermal manikin; Air quality index","score_opus":0.009716227405559061,"score_gpt":0.24180763866399804,"score_spread":0.232091411258439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416377369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63477105,0.00036823627,0.35706764,0.00031175942,0.000054488108,0.000054994187,0.00007866787,0.00014183829,0.007151348],"genre_scores_gemma":[0.99255353,0.00009219651,0.0059646047,0.000014900053,0.000009103461,0.000022582179,0.000018829542,0.0000129613145,0.0013111997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991167,0.000032451288,0.0000024196668,0.00002022393,0.0000149757525,0.000018235423],"domain_scores_gemma":[0.9998147,0.000109756416,0.000030214898,0.000009166954,0.000024004243,0.000012156711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023677158,0.00045384822,0.0004856039,0.00027452532,0.00030877494,0.0006482506,0.00051312824,0.0007512856,0.00078441476],"category_scores_gemma":[0.00063096406,0.00028505718,0.00064184354,0.00027021495,0.0003838231,0.00057705375,0.00041098704,0.0002468346,0.00006704837],"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":[0.00001667337,0.00003109923,0.0007460637,0.000009998589,0.000008435024,0.00002283032,0.000010336926,0.99438804,0.0012656488,0.0004165563,0.000059771504,0.0030244947],"study_design_scores_gemma":[0.0000019225445,0.000011278891,0.00028287244,6.6239164e-7,0.0000035048504,0.0000032322948,0.000008207328,0.99937326,0.00012783201,0.00015715914,0.000028554556,0.0000014277822],"about_ca_topic_score_codex":0.007007186,"about_ca_topic_score_gemma":0.006837655,"teacher_disagreement_score":0.007007186,"about_ca_system_score_codex":0.00041350353,"about_ca_system_score_gemma":0.0006917149,"threshold_uncertainty_score":0.0139327645},"labels":[],"label_agreement":null},{"id":"W4416410485","doi":"10.1016/j.buildenv.2025.114009","title":"Towards high-fidelity urban wind profiles for the built environment: a neural field to fuse multi-source observational data in Guangzhou, China","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Shenzhen Science and Technology Innovation Program; Science and Technology Planning Project of Guangdong Province; Guangzhou Science and Technology Program key projects; Fudan University; China Meteorological Administration; National Natural Science Foundation of China","keywords":"Wind speed; Fuse (electrical); Lidar; Wind direction; Radar; Artificial neural network; Field (mathematics); Ranging","score_opus":0.044113491807131984,"score_gpt":0.27820018278015424,"score_spread":0.23408669097302226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416410485","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94394386,0.00032348777,0.05130381,0.00021569863,0.00006369888,0.00004803001,0.0022684115,0.00050099567,0.0013319791],"genre_scores_gemma":[0.9862031,0.0001016837,0.010256222,0.00002070834,0.000020582469,0.000026235251,0.0027756551,0.000024138271,0.00057158346],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997837,0.000034549415,0.000014284346,0.000077578516,0.000042277334,0.000047631704],"domain_scores_gemma":[0.9997211,0.00004089728,0.00003862856,0.000050302504,0.0001086218,0.000040461542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066658005,0.00080407935,0.000423517,0.0013715827,0.00037805017,0.00060241815,0.00074833597,0.0007903975,0.00054485636],"category_scores_gemma":[0.00091035577,0.00032550812,0.00063391274,0.0016356916,0.00026104992,0.00094949116,0.0006095718,0.0005139011,0.00029958977],"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":[0.00038880782,0.0006817324,0.1676262,0.00016132757,0.00037511325,0.00046907226,0.00037060163,0.5932257,0.021713048,0.0010086301,0.0054922877,0.20848744],"study_design_scores_gemma":[0.000027132748,0.000019655807,0.07313952,0.0000126726745,0.000045626213,0.000015081357,0.00015183684,0.92417306,0.001316761,0.00039799197,0.0006744944,0.000026126552],"about_ca_topic_score_codex":0.08429537,"about_ca_topic_score_gemma":0.0995837,"teacher_disagreement_score":0.08429537,"about_ca_system_score_codex":0.0005421454,"about_ca_system_score_gemma":0.0017044368,"threshold_uncertainty_score":0.1676094},"labels":[],"label_agreement":null},{"id":"W4416532984","doi":"10.1007/978-3-032-01078-0_24","title":"Estimating Extreme Peak Wind Pressure Coefficients on Low-Rise Buildings Subject to Thunderstorm Winds","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Thunderstorm; Wind speed; Wind gradient; Wind profile power law; Log wind profile; Wind direction; Maximum sustained wind; Wind shear","score_opus":0.009181593792929899,"score_gpt":0.20391253959184957,"score_spread":0.19473094579891967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416532984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96625704,0.00010057375,0.030827994,0.000010548158,0.000008658723,0.00001614688,0.00052021287,0.00018070983,0.002078085],"genre_scores_gemma":[0.99119884,0.000101513404,0.0074667665,0.000002220225,0.000011747937,0.0000092344635,0.0007486885,0.000050406372,0.00041066002],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983764,0.000038274848,0.000009519116,0.000035662644,0.000042883996,0.000036003174],"domain_scores_gemma":[0.99873155,0.00091006013,0.00006396942,0.00006668369,0.00016049122,0.000067243884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088273,0.0005929795,0.000549945,0.001373887,0.00034334123,0.0006074619,0.0006832532,0.00046964505,0.0011197963],"category_scores_gemma":[0.001916793,0.00054091745,0.0004601098,0.0011619959,0.00019407654,0.0007090107,0.00048115043,0.00042299772,0.00053192524],"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":[0.0009506004,0.00021642624,0.2889265,0.0002451984,0.00017552757,0.0010197788,0.00039975788,0.50015825,0.035204496,0.00096666854,0.0020522478,0.16968462],"study_design_scores_gemma":[0.000011408783,0.00012186871,0.34041524,0.000014450236,0.000044102162,0.00023457185,0.00041151702,0.65018606,0.007631621,0.00062774745,0.00027365837,0.000027763894],"about_ca_topic_score_codex":0.008720023,"about_ca_topic_score_gemma":0.01070011,"teacher_disagreement_score":0.008720023,"about_ca_system_score_codex":0.00021403076,"about_ca_system_score_gemma":0.00022304877,"threshold_uncertainty_score":0.017338514},"labels":[],"label_agreement":null},{"id":"W4416549148","doi":"10.1016/j.buildenv.2025.114043","title":"Frequency and duty cycle effects of intermittent mist-cooled airflows on outdoor comfort compared with steady misting","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; Mastercard Foundation; American University of Beirut","keywords":"Mist; Thermal comfort; Relative humidity; Airflow; Evaporative cooler; Thermal; Air movement; Ventilation (architecture); Natural ventilation","score_opus":0.004801719554605361,"score_gpt":0.20112357022073943,"score_spread":0.19632185066613406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416549148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99962246,0.00005350572,0.00012895622,0.00000269423,0.0000064883193,0.0000035207747,0.000026450598,0.0000017282188,0.00015414917],"genre_scores_gemma":[0.99936944,0.0000386777,0.00022012695,0.000006795788,0.000006369894,0.000005587073,0.000029420067,0.0000038492735,0.00031974935],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99986076,0.00003529901,0.000013645056,0.000025136935,0.00003269236,0.00003255428],"domain_scores_gemma":[0.9988055,0.0008210908,0.000094557596,0.00006390745,0.00011146666,0.000103531194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030283912,0.0001862778,0.00027335525,0.00017066192,0.00014584254,0.0002338741,0.00021993011,0.0002206074,0.0027327726],"category_scores_gemma":[0.0012366894,0.0000987468,0.00025298988,0.00015209509,0.0001704944,0.00022025433,0.00017067282,0.00020588528,0.000114346345],"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":[0.16535057,0.003584351,0.06278562,0.00067723123,0.00017895368,0.00030191292,0.0010398602,0.0053219395,0.6693392,0.00022993417,0.0003149062,0.09087555],"study_design_scores_gemma":[0.0008533179,0.042614438,0.6954766,0.000050938754,0.00053548306,0.0003252483,0.0008691591,0.010402914,0.24750075,0.00013549511,0.0011883277,0.000047270052],"about_ca_topic_score_codex":0.0017014957,"about_ca_topic_score_gemma":0.0020714486,"teacher_disagreement_score":0.0027327726,"about_ca_system_score_codex":0.00013977115,"about_ca_system_score_gemma":0.00015236289,"threshold_uncertainty_score":0.009142101},"labels":[],"label_agreement":null},{"id":"W4416675536","doi":"10.1016/j.strusafe.2025.102671","title":"Nonparametric sector dependence modelling for the directional synthesis of local wind climate and building aerodynamic responses: Adaptive kernel-based approach","year":2025,"lang":"en","type":"article","venue":"Structural Safety","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Aerodynamics; Directionality; Robustness (evolution); Estimator; Nonparametric statistics; Aeroelasticity; Wind tunnel; Wind speed","score_opus":0.012625623281897752,"score_gpt":0.2360143675595325,"score_spread":0.22338874427763475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416675536","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":[0.008799701,0.000044287972,0.9905228,0.00002970239,0.0000061343935,0.00001070047,0.000033801327,0.00012912543,0.00042367217],"genre_scores_gemma":[0.7695123,0.0002874134,0.22680493,0.00006679022,0.000027509432,0.00012143682,0.00042434956,0.00016880619,0.00258648],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947125,0.00019274773,0.000029517101,0.00010386543,0.00014538628,0.000057262267],"domain_scores_gemma":[0.9986136,0.0006812858,0.00016780263,0.00018253615,0.00031624894,0.000038396283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012603758,0.00054950773,0.0005334988,0.00069582433,0.00022649138,0.00063141674,0.00081705255,0.00063199527,0.0014692204],"category_scores_gemma":[0.0034968008,0.00044666737,0.0010488634,0.0006152804,0.00043888527,0.0009604311,0.0007681626,0.00094117876,0.0004420101],"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":[0.00008134448,0.00005586034,0.0022931995,0.00007740566,0.00004365078,0.00007320246,0.000079477875,0.9101702,0.008031433,0.012884119,0.0005317214,0.06567851],"study_design_scores_gemma":[9.338028e-7,0.000005989081,0.00021835575,0.0000017656934,0.000002146226,0.0000075698754,0.0000042859388,0.9981243,0.00041060106,0.0010019185,0.0002173535,0.0000048058723],"about_ca_topic_score_codex":0.004309355,"about_ca_topic_score_gemma":0.003696864,"teacher_disagreement_score":0.004309355,"about_ca_system_score_codex":0.00049178983,"about_ca_system_score_gemma":0.00066949084,"threshold_uncertainty_score":0.008568525},"labels":[],"label_agreement":null},{"id":"W4416705957","doi":"10.26868/25222708.2025.1737","title":"Helium-based modelling approach for studying thermal-induced airflows in street canyon","year":2025,"lang":"","type":"article","venue":"Building Simulation Conference proceedings","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Urban heat island; Canyon; Wind tunnel; Thermal; Street canyon; Buoyancy; Airflow; Urban planning; Thermal comfort","score_opus":0.05608161409100218,"score_gpt":0.29121110466898004,"score_spread":0.23512949057797786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416705957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5009486,0.0003775187,0.47709274,0.00022137977,0.000082822524,0.00021524826,0.00056234514,0.000677044,0.019822203],"genre_scores_gemma":[0.96544546,0.00028170206,0.029904524,0.000029157913,0.000015996153,0.00016965937,0.00024985877,0.000053732456,0.003849845],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999237,0.000026088543,0.000004225566,0.00001554611,0.00001714911,0.000013315781],"domain_scores_gemma":[0.9999076,0.00004270012,0.000011266533,0.0000110328465,0.000017597782,0.0000097075435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016134998,0.0005092679,0.0005220603,0.0004273957,0.0004610445,0.0005981618,0.00058855634,0.00093135505,0.0014350777],"category_scores_gemma":[0.0003505502,0.00029747197,0.0005412847,0.00038565163,0.0004933759,0.00049822184,0.0006336536,0.0004325791,0.00020108429],"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":[0.000021603668,0.000027252645,0.0013772201,0.000024599376,0.000007203864,0.00008263159,0.000047325328,0.9894944,0.0046858666,0.0020878445,0.000102166865,0.0020419436],"study_design_scores_gemma":[0.00000768318,0.000020980891,0.00046064734,0.0000041005924,0.0000033185765,0.000013452084,0.000025469719,0.99787927,0.0007101888,0.00046514464,0.0004032744,0.0000065016475],"about_ca_topic_score_codex":0.008945595,"about_ca_topic_score_gemma":0.010393267,"teacher_disagreement_score":0.008945595,"about_ca_system_score_codex":0.00030781407,"about_ca_system_score_gemma":0.0007680283,"threshold_uncertainty_score":0.01778704},"labels":[],"label_agreement":null},{"id":"W4416713230","doi":"10.1016/j.jobe.2025.114783","title":"Comparison of international wind loading codes with a proposed Computational Fluid Dynamics framework considering the slenderness of buildings","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Wind tunnel; Code (set theory); Situated; CFD in buildings; Wind engineering; Building code; Dynamics (music)","score_opus":0.007683557623341519,"score_gpt":0.25553774605842533,"score_spread":0.2478541884350838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416713230","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":[0.42716733,0.0009892907,0.4873116,0.0012159505,0.0005339684,0.00039008405,0.0016302326,0.0022097079,0.07855178],"genre_scores_gemma":[0.8754256,0.00064168026,0.11784013,0.000117819895,0.00008992487,0.00027768294,0.002104675,0.00047330148,0.0030290934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891126,0.00022322296,0.00007461618,0.00009837255,0.0005800896,0.00011240446],"domain_scores_gemma":[0.9979153,0.00033387117,0.00015206814,0.00028377195,0.0011874973,0.00012747289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013766511,0.0011499192,0.00075658644,0.0016889119,0.0007583932,0.0017746058,0.0014972272,0.0008107635,0.0015268581],"category_scores_gemma":[0.0039291186,0.0003010638,0.00087499444,0.0014779058,0.00088838505,0.0013161993,0.0013584594,0.0011313253,0.0005108514],"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":[0.00013290756,0.00012718597,0.010718179,0.00009671554,0.000026682925,0.00010927664,0.00012578166,0.92575943,0.0026809403,0.015106504,0.0020986116,0.043017723],"study_design_scores_gemma":[0.0000225274,0.000059774015,0.0027829448,0.00003948,0.000011527749,0.000028860119,0.000113254086,0.99077773,0.0013114671,0.0014384869,0.0033848868,0.000029010844],"about_ca_topic_score_codex":0.04014936,"about_ca_topic_score_gemma":0.033195835,"teacher_disagreement_score":0.04014936,"about_ca_system_score_codex":0.001422737,"about_ca_system_score_gemma":0.0029121852,"threshold_uncertainty_score":0.0798313},"labels":[],"label_agreement":null},{"id":"W4416736634","doi":"10.1016/j.jweia.2025.106295","title":"Wind flow and wind loading by using the Dynamic Terrain approach","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Terrain; Inflow; Turbulence; Envelope (radar); Flow (mathematics); Wind engineering; Oblique case; Wind power","score_opus":0.010689851156077748,"score_gpt":0.20666948993970374,"score_spread":0.195979638783626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416736634","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":[0.34907496,0.0009813312,0.61693645,0.00042742552,0.00032913798,0.00013107058,0.00026500403,0.0003155461,0.031539097],"genre_scores_gemma":[0.9724646,0.00055544556,0.021158636,0.0000340045,0.00011766641,0.000050731105,0.00011139241,0.00009960157,0.0054079336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991107,0.000032731565,0.000004197943,0.00001037195,0.00002661334,0.00001510786],"domain_scores_gemma":[0.9998951,0.000044799766,0.000013099454,0.000012379991,0.000023852546,0.000010776868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013836434,0.00052436563,0.000506536,0.00096859963,0.00037249332,0.0007430826,0.00050644885,0.0005428171,0.0030148963],"category_scores_gemma":[0.0007107039,0.00030685536,0.0005109405,0.0007777995,0.00047057087,0.0011635021,0.0006378317,0.00048996357,0.0003406985],"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":[0.00010792488,0.00013635324,0.0034217502,0.00007333746,0.00004795692,0.00047699918,0.000084248284,0.8980955,0.009210329,0.041664716,0.0007983183,0.04588251],"study_design_scores_gemma":[0.000010183999,0.000017081504,0.0009899811,0.0000034714867,0.0000044939375,0.000028234415,0.000024280609,0.99564654,0.00024933176,0.0025904763,0.0004277491,0.00000810392],"about_ca_topic_score_codex":0.0052755554,"about_ca_topic_score_gemma":0.004093678,"teacher_disagreement_score":0.0052755554,"about_ca_system_score_codex":0.00019870188,"about_ca_system_score_gemma":0.0002579528,"threshold_uncertainty_score":0.010489702},"labels":[],"label_agreement":null},{"id":"W4416772912","doi":"10.1016/j.uclim.2025.102703","title":"CFD simulation of thunderstorm outflow and atmospheric boundary layer winds interactions in urban canyons: Validation and flow dynamics","year":2025,"lang":"en","type":"article","venue":"Urban Climate","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":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Outflow; Planetary boundary layer; Computational fluid dynamics; Turbulence; Wind direction; Thunderstorm; Boundary layer; Flow (mathematics); Canyon","score_opus":0.011868265987603033,"score_gpt":0.2566312355402644,"score_spread":0.24476296955266136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416772912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919887,0.00010520521,0.0045903376,0.00006544299,0.000029335572,0.00003740155,0.00030287675,0.00013277792,0.0027478167],"genre_scores_gemma":[0.9942826,0.00010279224,0.004167595,0.000017326747,0.000005553574,0.0000343375,0.0004169143,0.000022941651,0.0009498595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998203,0.000029771372,0.000009848954,0.000030469244,0.00003854683,0.00007109313],"domain_scores_gemma":[0.9996264,0.00016536437,0.000030880507,0.000027436423,0.00007759043,0.00007239076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031989635,0.00081322016,0.0005558663,0.0005224835,0.00079348066,0.0009634028,0.0005257111,0.0011659013,0.0012103197],"category_scores_gemma":[0.0006460774,0.0003067457,0.0006108842,0.00046282215,0.00080631603,0.00032478187,0.00068222714,0.0005957445,0.00020076896],"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":[0.000106796324,0.00018312749,0.016487967,0.00005835282,0.000017931261,0.00037170257,0.00014712181,0.97085,0.0066060703,0.00065171975,0.00038220698,0.0041369963],"study_design_scores_gemma":[0.000027965843,0.0000691373,0.004391444,0.000012864859,0.0000072594803,0.00002074544,0.00015061192,0.9927254,0.0021101215,0.00010880848,0.00036328952,0.00001236463],"about_ca_topic_score_codex":0.03678939,"about_ca_topic_score_gemma":0.023781627,"teacher_disagreement_score":0.03678939,"about_ca_system_score_codex":0.00061213964,"about_ca_system_score_gemma":0.0014021731,"threshold_uncertainty_score":0.073150516},"labels":[],"label_agreement":null},{"id":"W4416818930","doi":"10.1016/j.buildenv.2025.114046","title":"AI-enhanced large-eddy simulation for urban wind flows: accelerating spin-up with Fourier neural operator initialization","year":2025,"lang":"en","type":"article","venue":"Building and 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":false,"ca_institutions":"McGill University; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Research Grants Council, University Grants Committee","keywords":"Initialization; Aerodynamics; Turbulence; Detached eddy simulation; Artificial neural network; Large eddy simulation; Reduction (mathematics); Vector field; Operator (biology)","score_opus":0.012830499900606456,"score_gpt":0.2621304987627209,"score_spread":0.24929999886211443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416818930","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":[0.34397826,0.00027037953,0.63828146,0.0005253202,0.00017237049,0.00013007323,0.00034816904,0.0034276026,0.012866343],"genre_scores_gemma":[0.89019394,0.00006758765,0.107109524,0.000103859435,0.000016346185,0.00007721741,0.00033436064,0.00018184769,0.0019153944],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993527,0.000015170382,0.0000033380568,0.0000084805815,0.000024238523,0.00001359798],"domain_scores_gemma":[0.99972266,0.0001249111,0.000025160634,0.00003375146,0.000054313394,0.000039156115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003028859,0.00049144425,0.00029012654,0.00022767569,0.00027607076,0.000534472,0.0007333957,0.0006029282,0.0016188656],"category_scores_gemma":[0.0012371883,0.0001926962,0.0003422685,0.00016740657,0.0004077499,0.00058117363,0.0005705819,0.00080337055,0.00026251326],"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":[0.000059007976,0.000067970184,0.0019731882,0.00003103068,0.00001759756,0.000068273774,0.00004243199,0.9758815,0.0040986678,0.002491379,0.0006930956,0.014575833],"study_design_scores_gemma":[0.000002814149,0.0000030613533,0.000038939823,8.4436635e-7,5.011319e-7,0.0000018249726,0.0000022024103,0.9993812,0.0003425935,0.00012790642,0.00009695232,0.0000010531513],"about_ca_topic_score_codex":0.011583923,"about_ca_topic_score_gemma":0.011269309,"teacher_disagreement_score":0.011583923,"about_ca_system_score_codex":0.00045977614,"about_ca_system_score_gemma":0.00091287546,"threshold_uncertainty_score":0.023033023},"labels":[],"label_agreement":null},{"id":"W4416868081","doi":"10.1016/j.awe.2025.100086","title":"A probabilistic framework for estimating roof panel failure in low-rise buildings subjected to tornado loads","year":2025,"lang":"en","type":"article","venue":"Advances in wind engineering.","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University","keywords":"Tornado; Roof; Aerodynamics; Parametric statistics; Wind engineering; Wind speed; Probabilistic logic","score_opus":0.005222912387362908,"score_gpt":0.23578810011227086,"score_spread":0.23056518772490794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416868081","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":[0.027881583,0.00017343446,0.9703793,0.000081790204,0.00001005057,0.0000528569,0.00015310616,0.0001901748,0.0010776322],"genre_scores_gemma":[0.9094233,0.0004942004,0.08772836,0.00003600498,0.000054291497,0.0002102223,0.00043473602,0.00005894422,0.0015599066],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989054,0.0003846766,0.000055051896,0.00021501235,0.00032075786,0.00011905507],"domain_scores_gemma":[0.99660766,0.0021332337,0.0005689014,0.00017731816,0.00040669626,0.00010619489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003903937,0.0011339088,0.00094577856,0.00227779,0.00062735396,0.0014547796,0.0020220908,0.0011350358,0.0016248494],"category_scores_gemma":[0.007335046,0.0009279171,0.0010829881,0.000785508,0.0013732492,0.0016343606,0.0013400109,0.0008864247,0.00024155754],"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":[0.000007276417,0.0000060277202,0.00084448897,0.000011675216,0.000014259649,0.000028766905,0.000013993314,0.9924589,0.00021466712,0.0039778105,0.00007079712,0.0023513641],"study_design_scores_gemma":[0.0000017753888,0.000013393359,0.00053788756,0.000006207042,0.0000067599562,0.000026222122,0.000011538004,0.9951369,0.000109109016,0.0040107626,0.00012784354,0.000011539566],"about_ca_topic_score_codex":0.011044549,"about_ca_topic_score_gemma":0.007239509,"teacher_disagreement_score":0.011044549,"about_ca_system_score_codex":0.0009707179,"about_ca_system_score_gemma":0.001047885,"threshold_uncertainty_score":0.021960557},"labels":[],"label_agreement":null},{"id":"W4416931136","doi":"10.1016/j.jobe.2025.114829","title":"Experimental investigation of wind-induced loading on a tall building under downburst-like outflow conditions","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Shenzhen Science and Technology Innovation Program; Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Outflow; Inflow","score_opus":0.011994095096864629,"score_gpt":0.24776384971922233,"score_spread":0.2357697546223577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416931136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99925584,0.000008291957,0.00034419523,0.000006162917,0.000005304241,0.0000102609,0.00005563541,0.000011056042,0.0003031581],"genre_scores_gemma":[0.9994276,0.000013257059,0.00022193744,0.000003579831,0.0000022198699,0.000007843335,0.000061627805,0.0000048307284,0.0002570339],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997936,0.000029794975,0.000010459609,0.000028660845,0.00005771436,0.00007976196],"domain_scores_gemma":[0.99950516,0.00019471101,0.00005115952,0.00006667135,0.00008884603,0.00009346329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027961878,0.00036474303,0.00041336476,0.0002077761,0.0007003643,0.00024201398,0.0004022064,0.00051484053,0.0025488108],"category_scores_gemma":[0.0005484861,0.00018627709,0.00028978707,0.00016438973,0.0006569789,0.00024209847,0.0004422912,0.0004368569,0.00019953231],"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":[0.0025317692,0.0008068387,0.009644575,0.00011902726,0.000021345786,0.0006518465,0.0004082014,0.0050901724,0.976641,0.00014946828,0.0001391222,0.0037966417],"study_design_scores_gemma":[0.00026026313,0.012503904,0.17769134,0.00003669225,0.00011798273,0.0004281726,0.0015020334,0.03770142,0.768565,0.00021073032,0.00091512897,0.00006723415],"about_ca_topic_score_codex":0.001602134,"about_ca_topic_score_gemma":0.0021087222,"teacher_disagreement_score":0.0025488108,"about_ca_system_score_codex":0.00015845949,"about_ca_system_score_gemma":0.00024327784,"threshold_uncertainty_score":0.008526623},"labels":[],"label_agreement":null},{"id":"W4417220180","doi":"10.1016/j.engstruct.2025.121894","title":"Investigation of the uplift load path within the gable roof of a wood-frame residential building using a full-scale wind tunnel and non-linear finite element modelling","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Catastrophic Loss Reduction","keywords":"Gable; Truss; Roof; Finite element method; Stiffness; Aerodynamics; Wind tunnel; Wind engineering","score_opus":0.00766883316823263,"score_gpt":0.20129415087685515,"score_spread":0.1936253177086225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417220180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99756455,0.000007530136,0.0021121933,0.0000039318306,0.0000010921332,0.000010201068,0.000051597326,0.000032367767,0.00021659551],"genre_scores_gemma":[0.99738294,0.000016274125,0.002322179,0.0000016006752,5.1519635e-7,0.000009855161,0.00007573518,0.000004461897,0.00018647891],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999242,0.000010777901,0.0000050582016,0.000014268353,0.000032816133,0.000013036387],"domain_scores_gemma":[0.99981743,0.00007842343,0.000025612326,0.000026284997,0.000027665283,0.000024640953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025980617,0.0003293941,0.00024323216,0.0003736809,0.00020956475,0.0003072863,0.00031433185,0.00037092247,0.0006204001],"category_scores_gemma":[0.00029899142,0.00018552605,0.00026490504,0.00017515669,0.00031906454,0.00022872705,0.00019857178,0.00021795239,0.0001239018],"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":[0.00037446257,0.0007703574,0.050302222,0.00023864851,0.000055152752,0.00093335065,0.0008343195,0.49195132,0.41837358,0.00061415345,0.00017459676,0.035377935],"study_design_scores_gemma":[0.000027842707,0.0011631044,0.10250189,0.000020589274,0.000026101605,0.00021457669,0.0005561008,0.8501316,0.044601407,0.00017983076,0.0005310844,0.000045927503],"about_ca_topic_score_codex":0.0031892997,"about_ca_topic_score_gemma":0.0072283824,"teacher_disagreement_score":0.0031892997,"about_ca_system_score_codex":0.00016250923,"about_ca_system_score_gemma":0.00029937277,"threshold_uncertainty_score":0.0063414574},"labels":[],"label_agreement":null},{"id":"W4417428258","doi":"10.1016/j.jweia.2025.106314","title":"An aerodynamic database of wind loads on gable and hip roof buildings","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Science and Technology, Republic of the Philippines","keywords":"Gable; Roof; Aerodynamics; Stiffness; Wind tunnel; Deck; Building model; Terrain","score_opus":0.009463755979398721,"score_gpt":0.21467907009751983,"score_spread":0.2052153141181211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417428258","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.782192,0.0003652714,0.010453667,0.000047690104,0.00002722597,0.0002535897,0.19534886,0.0021875827,0.009124052],"genre_scores_gemma":[0.6460465,0.00045165032,0.013586136,0.000029470122,0.00002710411,0.00040622643,0.3372555,0.00025943134,0.0019379423],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992705,0.00007479836,0.00013017686,0.00014504575,0.00030843014,0.000071037495],"domain_scores_gemma":[0.9978084,0.00039385236,0.00032344557,0.00046996874,0.00086703186,0.00013730674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052415946,0.00079162355,0.00071157847,0.004650638,0.00050467113,0.0007964202,0.00071143947,0.00074728305,0.0035457134],"category_scores_gemma":[0.0018781017,0.00034008178,0.00049493666,0.0033411202,0.00022251053,0.00089344557,0.0005740022,0.00030943475,0.0020558683],"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":[0.0011106113,0.0014344021,0.5577743,0.0013694444,0.0002662921,0.0016514085,0.0012115343,0.10909899,0.024301218,0.0024207137,0.058933057,0.24042796],"study_design_scores_gemma":[0.00010751138,0.00055375067,0.8262359,0.00028171923,0.00009552855,0.0009591557,0.0016901912,0.09097465,0.0147186285,0.0011982108,0.06298795,0.00019674582],"about_ca_topic_score_codex":0.005032512,"about_ca_topic_score_gemma":0.010936039,"teacher_disagreement_score":0.005032512,"about_ca_system_score_codex":0.00035163653,"about_ca_system_score_gemma":0.0004116185,"threshold_uncertainty_score":0.011861563},"labels":[],"label_agreement":null},{"id":"W591522164","doi":"","title":"Natural ventilation in high-rise office buildings : an output of the CTBUH Sustainability Working Group : CTBUH technical guide","year":2013,"lang":"en","type":"book","venue":"Routledge eBooks","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural ventilation; Context (archaeology); Architectural engineering; Tower; Facade; Engineering; Ventilation (architecture); Civil engineering; Geography; Archaeology; Mechanical engineering","score_opus":0.008252404686361944,"score_gpt":0.22067456533061489,"score_spread":0.21242216064425296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W591522164","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":[0.015223011,0.14108884,0.14157796,0.012107882,0.0057224007,0.0041865204,0.047475893,0.00870937,0.62390816],"genre_scores_gemma":[0.04733275,0.15102278,0.1213918,0.0023645337,0.0015888131,0.0038693035,0.060647253,0.0034249278,0.60835785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975018,0.00031332287,0.00017323924,0.00015003691,0.001726864,0.00013472958],"domain_scores_gemma":[0.9972453,0.0005361743,0.00019034797,0.00021294352,0.0016022787,0.0002129752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033577865,0.0016669601,0.0006773004,0.0043671546,0.00095799094,0.00278035,0.0019158117,0.0015768409,0.032355107],"category_scores_gemma":[0.0034114996,0.00071172224,0.0006179558,0.0065531516,0.00063024287,0.002701558,0.0026023213,0.0013519723,0.023115344],"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":[0.000051472725,0.00013086635,0.0015833811,0.0011412447,0.000010966201,0.00007487166,0.00038962316,0.0034622734,0.0019030387,0.0050969766,0.46875554,0.5173998],"study_design_scores_gemma":[0.000008322672,0.000050644638,0.0051788664,0.0014084884,0.000007646744,0.000099181605,0.00027666797,0.00093504833,0.0011200556,0.0028976589,0.9879853,0.000031982294],"about_ca_topic_score_codex":0.025900448,"about_ca_topic_score_gemma":0.02865635,"teacher_disagreement_score":0.032355107,"about_ca_system_score_codex":0.0023443266,"about_ca_system_score_gemma":0.005749982,"threshold_uncertainty_score":0.10823858},"labels":[],"label_agreement":null},{"id":"W653098962","doi":"","title":"A study of the turbulence generated behind a perforated plate in a wind tunnel.","year":2002,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Turbulence; Geology; Wind tunnel; Meteorology; Physics; Mechanics","score_opus":0.024265852462696764,"score_gpt":0.19512432421683495,"score_spread":0.17085847175413818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W653098962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99718374,0.000048848135,0.002337275,0.0000075137636,0.000007445585,0.000017108547,0.000056288613,0.000018744013,0.000323],"genre_scores_gemma":[0.99766004,0.000040811177,0.0018718453,0.0000043883133,0.0000029544408,0.000008408139,0.00009538011,0.0000043301907,0.0003118203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992585,0.000016261094,0.000003487242,0.000012452924,0.000024577346,0.00001740692],"domain_scores_gemma":[0.9997054,0.000072001734,0.000043672884,0.000019769628,0.00007645717,0.00008271155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024145369,0.0002454088,0.00024177253,0.00028053336,0.0002762406,0.00021333275,0.00017479417,0.00020871825,0.00042014444],"category_scores_gemma":[0.00032643857,0.000116460906,0.00018502698,0.00022468956,0.00026283154,0.00022244414,0.00016482403,0.0003089348,0.0000789676],"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":[0.00094439875,0.0005352108,0.027242402,0.00017287026,0.00005071255,0.0010936068,0.00028441346,0.013801223,0.9448863,0.00052244036,0.0002155416,0.010250957],"study_design_scores_gemma":[0.00017269174,0.011979449,0.45654672,0.00006729913,0.00010894523,0.0017374062,0.0012106994,0.28394943,0.2417151,0.00077983155,0.0015884321,0.00014398404],"about_ca_topic_score_codex":0.0009908613,"about_ca_topic_score_gemma":0.00097372883,"teacher_disagreement_score":0.0009908613,"about_ca_system_score_codex":0.00008691057,"about_ca_system_score_gemma":0.00018137971,"threshold_uncertainty_score":0.001970172},"labels":[],"label_agreement":null},{"id":"W6891555027","doi":"10.4224/40003446","title":"Validation of rooftop wind measurements in the urban environment: three-dimensional digital models of wind-tunnel configurations","year":2024,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Anemometer; Airflow; Downtown; Test site; Flow (mathematics); Model validation; Urban area; Current (fluid)","score_opus":0.03262936119711571,"score_gpt":0.22172374410573434,"score_spread":0.18909438290861863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6891555027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94441676,0.00006105851,0.047364727,0.00003431598,0.000029344455,0.00024819493,0.002845158,0.0011954814,0.0038050192],"genre_scores_gemma":[0.9753116,0.00006597662,0.02216285,0.0000093836325,0.0000020683465,0.00014337475,0.001644837,0.00004163134,0.0006182733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996723,0.000056684745,0.000027322112,0.00006694362,0.00013026685,0.000046579604],"domain_scores_gemma":[0.99928063,0.00017214127,0.00005809716,0.0001799942,0.00026297194,0.00004611036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000726571,0.00068542175,0.00031770076,0.0006270437,0.0004096403,0.0009721965,0.0009640877,0.000488301,0.0019018294],"category_scores_gemma":[0.001252956,0.0003065761,0.00044123316,0.0006545896,0.00044318827,0.00054409297,0.00041595922,0.00043095415,0.00051631534],"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":[0.0004425201,0.00089223013,0.057231147,0.00022463115,0.000077259465,0.00035164287,0.0006321268,0.8265399,0.049232624,0.00081290596,0.0011695825,0.06239344],"study_design_scores_gemma":[0.00007869138,0.00027789938,0.042081837,0.000034521716,0.000024113975,0.00009616382,0.00033578573,0.9347197,0.02045912,0.00024541357,0.0015853578,0.00006152201],"about_ca_topic_score_codex":0.03186096,"about_ca_topic_score_gemma":0.041533407,"teacher_disagreement_score":0.03186096,"about_ca_system_score_codex":0.00066623226,"about_ca_system_score_gemma":0.0009351804,"threshold_uncertainty_score":0.063350976},"labels":[],"label_agreement":null},{"id":"W6892518609","doi":"10.5281/zenodo.10462498","title":"Effect Wind Loads of Hight Rise Building with Deferent Hight Concrete Moment Resisting Frame","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"Concordia University","funders":"","keywords":"Wind engineering; Moment (physics); Displacement (psychology); Frame (networking); Wind force; Reinforced concrete; Structural load; Response spectrum","score_opus":0.015375884702398,"score_gpt":0.22766403925570428,"score_spread":0.21228815455330627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892518609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852717,0.000010422219,0.0005993602,0.0000046244077,0.0000042855745,0.0000038956796,0.000043596086,0.000029436536,0.00077730924],"genre_scores_gemma":[0.9995684,0.00000687687,0.00012493841,0.0000010358171,6.025284e-7,0.000001517466,0.000028849317,0.000003674708,0.0002640422],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998192,0.000032989024,0.0000074691943,0.000027416734,0.000055564837,0.000057294877],"domain_scores_gemma":[0.9997181,0.00009129564,0.000036107936,0.000036675574,0.000058747744,0.00005900648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002686603,0.0004754594,0.00032014534,0.00045690942,0.00037970822,0.00043058643,0.00027154398,0.00052154186,0.0028744994],"category_scores_gemma":[0.0004216762,0.00018047607,0.00035807613,0.00020533243,0.00035961458,0.00022346964,0.00028712358,0.00023484722,0.00036387338],"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":[0.0027029952,0.0006326418,0.050248288,0.0001204066,0.00009528326,0.0021103711,0.00042288625,0.6671934,0.24975833,0.00092515716,0.0007476982,0.025042549],"study_design_scores_gemma":[0.000078822115,0.0034287046,0.22316599,0.00003650397,0.00010838713,0.00034377098,0.0009595811,0.6379766,0.13209938,0.00033213434,0.0014020058,0.00006815776],"about_ca_topic_score_codex":0.005022222,"about_ca_topic_score_gemma":0.0057007154,"teacher_disagreement_score":0.005022222,"about_ca_system_score_codex":0.00027687498,"about_ca_system_score_gemma":0.00016815656,"threshold_uncertainty_score":0.009985983},"labels":[],"label_agreement":null},{"id":"W6893241663","doi":"10.5281/zenodo.15777713","title":"Application of Intensifying Wind Analysis in Time History Analysis of Tall Buildings","year":2020,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wind and Air Flow Studies","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":"University of Toronto","funders":"","keywords":"Wind power; Wind speed; Wind engineering; Return period; Pace; Process (computing)","score_opus":0.01647931901620914,"score_gpt":0.22365123958199323,"score_spread":0.2071719205657841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893241663","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":[0.28455862,0.00016299548,0.713022,0.000041259613,0.000027119322,0.00005434543,0.00009992072,0.00041338603,0.0016203527],"genre_scores_gemma":[0.9366709,0.0001304738,0.06224978,0.000009214365,0.000014959356,0.000022350445,0.000108455475,0.000025284067,0.0007685869],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997961,0.000042406107,0.000013515715,0.000041143645,0.00008713076,0.000019826442],"domain_scores_gemma":[0.9995908,0.00014136982,0.000084609375,0.00005328161,0.0001006884,0.000029196135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037208234,0.00044169734,0.00023176263,0.0013144054,0.00019848204,0.00041282823,0.00025015,0.0002543964,0.0007790105],"category_scores_gemma":[0.0009973833,0.00015184193,0.00031760175,0.0006270787,0.00020308995,0.0004443124,0.000244744,0.00024000884,0.00012296221],"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":[0.00029951902,0.0001496059,0.023703218,0.00019419273,0.00008499246,0.00036004497,0.00040164252,0.4506935,0.14313097,0.006571869,0.0006070804,0.37380338],"study_design_scores_gemma":[0.0000036449176,0.00010970644,0.008107844,0.000009651353,0.00002233164,0.000057124253,0.00005914974,0.97271967,0.016883524,0.0010616658,0.0009477271,0.000018070195],"about_ca_topic_score_codex":0.0019022613,"about_ca_topic_score_gemma":0.0014725162,"teacher_disagreement_score":0.0019022613,"about_ca_system_score_codex":0.00016514385,"about_ca_system_score_gemma":0.00019061078,"threshold_uncertainty_score":0.0037823915},"labels":[],"label_agreement":null},{"id":"W6939578880","doi":"10.6084/m9.figshare.19697861","title":"Towards a Computational Workflow for Studying the Effects of Climate Change on Wind Loads on High-Rise Buildings in Urban Areas","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Wind engineering; Work (physics); Climate model; Downscaling; Wind speed; Workflow; Wind power; Sustainability","score_opus":0.025704703356528937,"score_gpt":0.24315919150606746,"score_spread":0.21745448814953852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939578880","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":[0.02138993,0.000065553126,0.96507883,0.00059094955,0.00009122466,0.00038896158,0.0017344524,0.005568815,0.0050913673],"genre_scores_gemma":[0.12866127,0.00020140641,0.86450773,0.00009922523,0.000024970272,0.00052444235,0.0039925314,0.0005627999,0.0014256237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990727,0.00026292147,0.00010892457,0.00018221993,0.00027620496,0.000097032455],"domain_scores_gemma":[0.99701333,0.00089917245,0.00020405394,0.0008287761,0.00072836585,0.000326258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035205248,0.0012431187,0.0008365585,0.0011732342,0.0015483755,0.0033942615,0.002639488,0.001732816,0.0041735033],"category_scores_gemma":[0.006936769,0.00067711517,0.0024165255,0.0012692187,0.0011592369,0.0018291387,0.0034808747,0.0015838463,0.001856344],"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":[0.00020239154,0.0003806139,0.01699117,0.0003672892,0.00013617243,0.0008589348,0.001580199,0.84119505,0.009019288,0.049644448,0.008613622,0.071010865],"study_design_scores_gemma":[0.00006752472,0.00003909757,0.0016772061,0.00007559331,0.00002068211,0.00006479659,0.0005237864,0.9471044,0.0033178735,0.036199722,0.010867373,0.000041963493],"about_ca_topic_score_codex":0.025603859,"about_ca_topic_score_gemma":0.035421528,"teacher_disagreement_score":0.025603859,"about_ca_system_score_codex":0.0015917798,"about_ca_system_score_gemma":0.00588917,"threshold_uncertainty_score":0.05090964},"labels":[],"label_agreement":null},{"id":"W6939585797","doi":"10.6084/m9.figshare.26388878.v1","title":"Additional file 1 of Meteorological gaps in audits of pedestrian environments: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Wind and Air Flow Studies","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":"University of Alberta","funders":"","keywords":"Audit; Pedestrian; Work (physics); Government (linguistics); Key (lock)","score_opus":0.03366722374056222,"score_gpt":0.2666619908090635,"score_spread":0.23299476706850128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939585797","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016598307,0.0001886193,0.00019829742,0.00022697455,0.000040395866,0.00032600627,0.9976549,0.00011185442,0.001086943],"genre_scores_gemma":[0.011321594,0.0022488576,0.0085874945,0.0013157537,0.00023248786,0.013889278,0.94704926,0.0005411398,0.014814127],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9977337,0.0005381904,0.00085318333,0.0003106812,0.00040521548,0.00015904827],"domain_scores_gemma":[0.8928261,0.088763125,0.006215081,0.0017030167,0.009672108,0.0008206274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050608986,0.0010839914,0.0014961147,0.0096018,0.0006782516,0.0020129853,0.0018560747,0.0017021585,0.8364291],"category_scores_gemma":[0.0767511,0.0007263273,0.001712555,0.013057136,0.00030690627,0.0026948613,0.0018049834,0.00080078567,0.06472144],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038932322,0.000069234964,0.0016729125,0.06886671,0.00014845168,0.00007889677,0.00017861408,0.00039924544,0.000064185515,0.0012780115,0.9051723,0.021682074],"study_design_scores_gemma":[0.0040509426,0.0002805143,0.03543388,0.09061753,0.0009996291,0.00053833966,0.0012134773,0.00095149246,0.00042343154,0.008926616,0.85638744,0.00017670622],"about_ca_topic_score_codex":0.009995011,"about_ca_topic_score_gemma":0.016982244,"teacher_disagreement_score":0.8364291,"about_ca_system_score_codex":0.0024947417,"about_ca_system_score_gemma":0.00532092,"threshold_uncertainty_score":0.23331392},"labels":[],"label_agreement":null},{"id":"W6949090314","doi":"10.5281/zenodo.12248006","title":"wawa train schedule pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limiting; Schedule; Articular cartilage damage; Frame (networking); Work (physics)","score_opus":0.019817971274009978,"score_gpt":0.2254635799428132,"score_spread":0.20564560866880324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949090314","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":[0.0004164164,0.0001673023,0.0016270354,0.00055631937,0.001299769,0.00036702282,0.0047872346,0.008692282,0.98208666],"genre_scores_gemma":[0.00073393685,0.00011507944,0.00042504442,0.00017758987,0.00011631344,0.00009343097,0.0016630769,0.0017482359,0.9949273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994056,0.00003602216,0.00002875884,0.00010020949,0.00034089573,0.00008860593],"domain_scores_gemma":[0.99707913,0.00028440158,0.00007290751,0.0003739907,0.0015353241,0.00065433385],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006174654,0.0015728349,0.0012881879,0.001986471,0.0024315466,0.005370046,0.0027678472,0.0020238967,0.96022826],"category_scores_gemma":[0.003785393,0.0009860599,0.0009508903,0.0016090354,0.000607543,0.0040283375,0.0030453252,0.0025329937,0.9390734],"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":[0.000035380384,0.000053710497,0.000032846412,0.00008471407,0.0000015086455,0.000021259017,0.000022585518,0.000034308625,0.0003438039,0.0005637757,0.9687865,0.030019589],"study_design_scores_gemma":[0.00001579031,0.000027316588,0.0002539051,0.000036170968,0.0000019935492,0.000034390512,0.00005451875,0.00006290588,0.00025941143,0.00035576872,0.99888986,0.000008037698],"about_ca_topic_score_codex":0.004755446,"about_ca_topic_score_gemma":0.010429701,"teacher_disagreement_score":0.039771736,"about_ca_system_score_codex":0.0011902704,"about_ca_system_score_gemma":0.001724354,"threshold_uncertainty_score":0.056729555},"labels":[],"label_agreement":null},{"id":"W6959984191","doi":"10.1021/es302497c.s001","title":"Dynamically Coupled 3D\\nPollutant Dispersion Model\\nfor Assessing Produced Water Discharges in the Canadian Offshore Area","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Produced water; Pollutant; Dispersion (optics); Coupling (piping); Contamination; Water pollution; Field (mathematics)","score_opus":0.024402216118514997,"score_gpt":0.2274784751459078,"score_spread":0.2030762590273928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959984191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889905,0.00039499396,0.08031445,0.00061912293,0.000094913434,0.00019207595,0.0015551499,0.0005280062,0.027310727],"genre_scores_gemma":[0.98348904,0.00021425578,0.009013471,0.0000684704,0.0000118659855,0.00010331083,0.00059427554,0.00003462959,0.0064706244],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998504,0.000016488179,0.0000063535645,0.000031420965,0.00004272167,0.00005270549],"domain_scores_gemma":[0.99984586,0.000041369458,0.000020108633,0.0000060763623,0.000056197518,0.000030367792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194858,0.00080545706,0.000564527,0.00051170617,0.0012232699,0.0015768906,0.0017086441,0.0014806822,0.0013795497],"category_scores_gemma":[0.0004757212,0.0005027963,0.0008122892,0.0004860603,0.0007632294,0.00044718367,0.0010015301,0.00077982515,0.00013647159],"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":[0.000018363793,0.00001757658,0.0013110746,0.000007817037,0.000008100133,0.000037780952,0.00001896965,0.99656975,0.00058274507,0.00041253353,0.000098103024,0.00091729395],"study_design_scores_gemma":[0.0000049194746,0.0000054291063,0.00028574068,0.0000010803303,0.0000031603915,0.000002469003,0.000012050949,0.99944645,0.00007873269,0.000048876824,0.000107186184,0.000003839956],"about_ca_topic_score_codex":0.66132945,"about_ca_topic_score_gemma":0.5006552,"teacher_disagreement_score":0.33867055,"about_ca_system_score_codex":0.00394988,"about_ca_system_score_gemma":0.005458749,"threshold_uncertainty_score":0.6813301},"labels":[],"label_agreement":null},{"id":"W6962844652","doi":"10.17632/5hrmwfmh5w.1","title":"Supplementary Information: Location-Specific Design of Biogenic Negative Emissions Hubs","year":2024,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Control (management); Greenhouse; Fugitive emissions; Global-warming potential","score_opus":0.017366034852981334,"score_gpt":0.2374036131625538,"score_spread":0.22003757830957246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962844652","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000056562505,0.000012184972,0.000063283056,0.00002378879,0.000017179224,0.0000074166624,0.9992446,0.00008885429,0.0004862118],"genre_scores_gemma":[0.000510099,0.000022125087,0.0005335117,0.000043718315,0.000006499356,0.00008941684,0.9979158,0.000074739706,0.00080414856],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883026,0.0001837806,0.00016049699,0.0003652875,0.00022176292,0.00023840339],"domain_scores_gemma":[0.99541324,0.0014843646,0.0004185513,0.0008707085,0.0014817805,0.0003314283],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012259195,0.001809335,0.0011077663,0.0032311005,0.0008691251,0.0024133848,0.00252029,0.0019818188,0.31692585],"category_scores_gemma":[0.009824974,0.00078192697,0.0013497696,0.006098461,0.00040452604,0.0014227125,0.0014858271,0.00166731,0.14752883],"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":[0.000043622913,0.000019099905,0.00096040085,0.00037780416,0.000015134491,0.000012714729,0.000010762916,0.00061437435,0.00006147999,0.00063944806,0.99583685,0.0014082085],"study_design_scores_gemma":[0.00047801266,0.000024428973,0.006772011,0.0005550679,0.000043305,0.00005313567,0.0001422562,0.0013976874,0.00035155367,0.0037003397,0.98644453,0.000037603982],"about_ca_topic_score_codex":0.0472167,"about_ca_topic_score_gemma":0.10692088,"teacher_disagreement_score":0.31692585,"about_ca_system_score_codex":0.0025321431,"about_ca_system_score_gemma":0.0033333804,"threshold_uncertainty_score":0.9743224},"labels":[],"label_agreement":null},{"id":"W6968350509","doi":"10.5281/zenodo.14218189","title":"Screening for risk factors for type 2 diabetes mellitus using the Canadian Diabetes Risk Questionnaire (CANRISK) in the East Java Provincial Health Service, Indonesia","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Type 2 Diabetes Mellitus; Family history; Diabetes mellitus; Type 2 diabetes; Observational study; Anamnesis; Blood sugar; Developing country; Abdominal obesity","score_opus":0.039161061296691335,"score_gpt":0.255559780300071,"score_spread":0.21639871900337965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968350509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411994,0.0002208064,0.00014374327,0.0003101836,0.000013022937,0.00018261449,0.0024856597,0.000007549464,0.0025165493],"genre_scores_gemma":[0.9959777,0.0003752501,0.00067845674,0.00013217719,0.000005558386,0.0001171969,0.0011636647,0.0000026142145,0.0015473821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996958,0.000035050103,0.000034018118,0.000043529344,0.00012351989,0.00006828543],"domain_scores_gemma":[0.99969184,0.0000291764,0.00006286729,0.000012822609,0.000098856515,0.00010429784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004047974,0.00013577999,0.00017207567,0.00057704526,0.0008124529,0.00025445365,0.0002967847,0.00016863875,0.0014257616],"category_scores_gemma":[0.0010232847,0.00019859317,0.00019998886,0.0011492217,0.00013020627,0.00013695,0.0002479004,0.00031501017,0.0001491755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027008577,0.00017944064,0.98826075,0.00004555453,0.000011999324,0.00013432642,0.0005683089,0.000041020372,0.00035522776,0.00003944104,0.0015739418,0.008763022],"study_design_scores_gemma":[0.0000074025793,0.00003574777,0.9983816,0.000014536335,0.000008386965,0.00010678523,0.00060378085,0.00014674682,0.00006473257,0.000012623918,0.000612218,0.000005378259],"about_ca_topic_score_codex":0.7310465,"about_ca_topic_score_gemma":0.77903605,"teacher_disagreement_score":0.7310465,"about_ca_system_score_codex":0.0023996423,"about_ca_system_score_gemma":0.0039161346,"threshold_uncertainty_score":0.5410748},"labels":[],"label_agreement":null},{"id":"W6976800523","doi":"10.6068/dp14ba7ca050b92","title":"Trend 1974 - 2013. Statistics Canada. CANSIM: Labor - Industries | Country: Canada | Table: Flows and stocks of fixed non-residential capital, by sector of North American Industry Classification System (NAICS) and asset | Variable: End-year gross stock, Agricultural machinery (x 1,000,000), Administrative and support, waste management and remediation services, | Units: $CAD Chained (2007) $CAD, 1974-2013. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-139.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic statistics; Census; Official statistics; Summary statistics; Social statistics; Wages and salaries; Publication; Asset (computer security); Statistical analysis; Population statistics","score_opus":0.013907042170485225,"score_gpt":0.21913680993931137,"score_spread":0.20522976776882615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976800523","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006596972,0.000051430758,0.00002236891,0.00010684736,0.000025605585,0.000012460935,0.99884725,0.000054614306,0.0008133206],"genre_scores_gemma":[0.00088826247,0.00027871193,0.00033371558,0.00013234188,0.000018341661,0.00009926555,0.993455,0.00008703229,0.004707347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623233,0.00020072536,0.00040054345,0.00047151465,0.0017623625,0.0009324974],"domain_scores_gemma":[0.9697225,0.00095700216,0.0009357305,0.00079071324,0.026284492,0.0013093868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017032194,0.0022796828,0.002577614,0.009172079,0.0031475227,0.0044115665,0.0047453707,0.0014000676,0.08097272],"category_scores_gemma":[0.015198316,0.001669088,0.0020600792,0.043323647,0.0006163861,0.0023157485,0.002261595,0.0028394472,0.048248954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023149443,0.0000074444115,0.0012779256,0.00022841059,0.000022876386,0.000006994338,0.0000216896,0.000121977435,0.000009332007,0.00038646595,0.99617493,0.0017187595],"study_design_scores_gemma":[0.00015114201,0.000012977215,0.029784665,0.00079486665,0.000076341326,0.000026258107,0.00051775493,0.00050126517,0.00021175128,0.0006652107,0.9671734,0.00008434242],"about_ca_topic_score_codex":0.9954743,"about_ca_topic_score_gemma":0.99386,"teacher_disagreement_score":0.08097272,"about_ca_system_score_codex":0.05155902,"about_ca_system_score_gemma":0.12962526,"threshold_uncertainty_score":0.3740886},"labels":[],"label_agreement":null},{"id":"W6977290179","doi":"10.6084/m9.figshare.26388878","title":"Additional file 1 of Meteorological gaps in audits of pedestrian environments: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Wind and Air Flow Studies","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":"University of Alberta","funders":"","keywords":"Audit; Pedestrian; Work (physics); Government (linguistics); Key (lock)","score_opus":0.03366722374056222,"score_gpt":0.2666619908090635,"score_spread":0.23299476706850128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977290179","genre_codex":"dataset","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":[0.00016598307,0.0001886193,0.00019829742,0.00022697455,0.000040395866,0.00032600627,0.9976549,0.00011185442,0.001086943],"genre_scores_gemma":[0.011321594,0.0022488576,0.0085874945,0.0013157537,0.00023248786,0.013889278,0.94704926,0.0005411398,0.014814127],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9977337,0.0005381904,0.00085318333,0.0003106812,0.00040521548,0.00015904827],"domain_scores_gemma":[0.8928261,0.088763125,0.006215081,0.0017030167,0.009672108,0.0008206274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050608986,0.0010839914,0.0014961147,0.0096018,0.0006782516,0.0020129853,0.0018560747,0.0017021585,0.8364291],"category_scores_gemma":[0.0767511,0.0007263273,0.001712555,0.013057136,0.00030690627,0.0026948613,0.0018049834,0.00080078567,0.06472144],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038932322,0.000069234964,0.0016729125,0.06886671,0.00014845168,0.00007889677,0.00017861408,0.00039924544,0.000064185515,0.0012780115,0.9051723,0.021682074],"study_design_scores_gemma":[0.0040509426,0.0002805143,0.03543388,0.09061753,0.0009996291,0.00053833966,0.0012134773,0.00095149246,0.00042343154,0.008926616,0.85638744,0.00017670622],"about_ca_topic_score_codex":0.009995011,"about_ca_topic_score_gemma":0.016982244,"teacher_disagreement_score":0.8364291,"about_ca_system_score_codex":0.0024947417,"about_ca_system_score_gemma":0.00532092,"threshold_uncertainty_score":0.23331392},"labels":[],"label_agreement":null},{"id":"W6979353124","doi":"","title":"Data-efficient rapid prediction of urban airflow and temperature fields for complex building geometries","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada; Canada First Research Excellence Fund","keywords":"Computational fluid dynamics; Wake; Wind speed; Speedup; Airflow; Training (meteorology); Generalization; Flow (mathematics)","score_opus":0.03949994277615668,"score_gpt":0.26159204285362153,"score_spread":0.22209210007746485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979353124","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":[0.16754349,0.00014638097,0.82579005,0.0002641832,0.000064839245,0.000059116635,0.00046732742,0.0032018267,0.0024629128],"genre_scores_gemma":[0.8395907,0.00009693904,0.15760437,0.00008302032,0.00003183731,0.00010249579,0.00079592713,0.0001451946,0.0015494219],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999941,0.000009089603,0.000002447962,0.000022937022,0.000016245094,0.000008292801],"domain_scores_gemma":[0.99973184,0.00013365313,0.000022974471,0.00004699799,0.000043983135,0.000020492815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002698571,0.0006483532,0.0003427222,0.00026650837,0.0002083379,0.00031156788,0.00089081435,0.00065097254,0.0014811074],"category_scores_gemma":[0.0011257897,0.0003093362,0.00047446133,0.00022368386,0.00029646882,0.0006897081,0.00049337634,0.00085979316,0.00047363096],"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":[0.000044117725,0.000079996054,0.0027686981,0.000033329066,0.000018788322,0.00006256057,0.000035964356,0.92649215,0.0062377206,0.0007924324,0.0011380727,0.062296152],"study_design_scores_gemma":[0.0000016304799,0.0000034722589,0.00013384223,7.0896147e-7,5.754594e-7,0.0000033302385,0.0000024703356,0.9992157,0.0003264434,0.00024429229,0.00006624104,0.0000011448951],"about_ca_topic_score_codex":0.010956926,"about_ca_topic_score_gemma":0.01717295,"teacher_disagreement_score":0.010956926,"about_ca_system_score_codex":0.00034307703,"about_ca_system_score_gemma":0.00078257546,"threshold_uncertainty_score":0.021786273},"labels":[],"label_agreement":null},{"id":"W6987549729","doi":"","title":"Table size effect on wind resistance of modified bituminous roofing systems","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Asphalt; Table (database); Wind speed; Transient (computer programming)","score_opus":0.009423501009585031,"score_gpt":0.2085480829444735,"score_spread":0.19912458193488847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987549729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750704,0.00004249244,0.00044262284,0.000021285594,0.000034270797,0.000023025577,0.00017758213,0.000043548018,0.0017081923],"genre_scores_gemma":[0.99547595,0.000027930988,0.00050303986,0.000017054117,0.0000067775413,0.000015306205,0.00018978714,0.000059476308,0.0037047768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995647,0.00011414873,0.000032810716,0.00009363927,0.00013899645,0.000055745462],"domain_scores_gemma":[0.9966145,0.0018397392,0.0002924166,0.000300021,0.000652042,0.00030138402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334284,0.00017582452,0.0004125414,0.00023769667,0.00027373576,0.0005015647,0.00036673163,0.00032304387,0.023028338],"category_scores_gemma":[0.0027948895,0.00017929498,0.0003151994,0.00018808685,0.00027050832,0.00046264174,0.00030017676,0.00030676817,0.0015262549],"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":[0.017236743,0.00064772466,0.0117117,0.00026424654,0.0000989059,0.00026563244,0.00022708766,0.0020687552,0.9340161,0.00031494733,0.0009428612,0.032205287],"study_design_scores_gemma":[0.00048134668,0.017130747,0.3735982,0.000030069194,0.0003326927,0.00027010642,0.00081846176,0.0069435565,0.5947278,0.00034151442,0.005241831,0.00008364471],"about_ca_topic_score_codex":0.002270447,"about_ca_topic_score_gemma":0.0022059178,"teacher_disagreement_score":0.023028338,"about_ca_system_score_codex":0.00021082736,"about_ca_system_score_gemma":0.0001809758,"threshold_uncertainty_score":0.07703751},"labels":[],"label_agreement":null},{"id":"W6988033344","doi":"","title":"Wind-tunnel study of United Bank Center Winter Garden, Denver","year":2016,"lang":"en","type":"article","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Quarter (Canadian coin); Work (physics)","score_opus":0.010574615190097697,"score_gpt":0.18358155468194484,"score_spread":0.17300693949184714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988033344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770198,0.00014894729,0.00021087246,0.00012603737,0.000020102458,0.00006924116,0.010125508,0.000042341377,0.012237165],"genre_scores_gemma":[0.9704617,0.00019638069,0.0009069844,0.00010124981,0.000010059087,0.00009837362,0.009062763,0.000050389153,0.019112019],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998042,0.000039583443,0.000005896237,0.000058988888,0.000046290137,0.000045146513],"domain_scores_gemma":[0.9996055,0.00004380767,0.000042367305,0.00003816989,0.00016792779,0.00010228945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029465443,0.0002601723,0.00033971903,0.00057589443,0.0029182935,0.0005931954,0.0006240021,0.00035086364,0.005623358],"category_scores_gemma":[0.00043747327,0.00027862322,0.00014310272,0.0009095234,0.00040122162,0.00044352634,0.00038535686,0.0004233271,0.0010296396],"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":[0.0016469939,0.0012024738,0.8865595,0.000090182,0.00019418975,0.0016447109,0.011245017,0.0015088549,0.006753773,0.0008804789,0.050696827,0.037577108],"study_design_scores_gemma":[0.000030385814,0.00006822518,0.9835978,0.000016508211,0.000017927443,0.00008039213,0.003462845,0.00025084394,0.00027902675,0.000043549917,0.012145589,0.0000067478936],"about_ca_topic_score_codex":0.5720354,"about_ca_topic_score_gemma":0.9301259,"teacher_disagreement_score":0.5720354,"about_ca_system_score_codex":0.002284487,"about_ca_system_score_gemma":0.0031009216,"threshold_uncertainty_score":0.86097},"labels":[],"label_agreement":null},{"id":"W6988104431","doi":"","title":"Wind-roof calculator on internet (WIND-RCI) (Feel the wind on your laptop)","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Calculator; Roof; Code (set theory); Function (biology); Wind power; The Internet","score_opus":0.02488220282894657,"score_gpt":0.23315507288296025,"score_spread":0.20827287005401368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988104431","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015618215,0.00029432075,0.69236535,0.00014176163,0.00018675363,0.00061824144,0.004122917,0.2348678,0.05178467],"genre_scores_gemma":[0.11963017,0.00051897776,0.7864932,0.00028510275,0.000115248455,0.0012525,0.008818789,0.031845216,0.05104084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958616,0.00005789956,0.000030197967,0.00007039347,0.0002247216,0.0000306777],"domain_scores_gemma":[0.9987739,0.00049504597,0.00007459382,0.00020705356,0.00037374962,0.000075669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005212819,0.0009817497,0.0006182371,0.0014371783,0.00040369737,0.0011352022,0.0011283997,0.000597736,0.058354422],"category_scores_gemma":[0.0024177686,0.0005034512,0.00047299036,0.0008129005,0.00022461973,0.0009276395,0.00080284674,0.00093646476,0.019930014],"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":[0.00050805695,0.00035663598,0.006216465,0.00080622715,0.00008004128,0.0005221618,0.00040007973,0.01393615,0.0265028,0.012103758,0.14949897,0.7890686],"study_design_scores_gemma":[0.0005236093,0.00033559575,0.009305885,0.0003301298,0.000100805824,0.0011202004,0.00017741325,0.25550607,0.122621134,0.008367137,0.60133904,0.00027299408],"about_ca_topic_score_codex":0.001136577,"about_ca_topic_score_gemma":0.0020806121,"teacher_disagreement_score":0.058354422,"about_ca_system_score_codex":0.00028929402,"about_ca_system_score_gemma":0.00046323522,"threshold_uncertainty_score":0.19521499},"labels":[],"label_agreement":null},{"id":"W6988161814","doi":"","title":"Wind-RCI: new internet tool for calculating wind design loads for roofs","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Internet access; Key (lock); Wind power","score_opus":0.037972226669788084,"score_gpt":0.24543297365346844,"score_spread":0.20746074698368036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988161814","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02083447,0.0005276064,0.6490773,0.00020288915,0.0004411919,0.0004217892,0.06354844,0.17768538,0.087261066],"genre_scores_gemma":[0.18605798,0.00081362564,0.5741623,0.00020008185,0.00023649738,0.0020481483,0.09317062,0.039624505,0.10368627],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996501,0.00003952378,0.000033888053,0.000044728393,0.00020601388,0.0000257272],"domain_scores_gemma":[0.9991559,0.0002826146,0.000070779766,0.00007326688,0.00038371675,0.00003366612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037136828,0.0016526121,0.0009933037,0.002769518,0.000488544,0.0009837394,0.0016769279,0.0008958687,0.098717615],"category_scores_gemma":[0.0018874884,0.00083350384,0.00095113047,0.0023429596,0.00012598072,0.0017957287,0.0006205036,0.000777526,0.029990401],"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":[0.00035736556,0.00027810168,0.007873858,0.001279502,0.00018337696,0.0003895036,0.0003238412,0.10584187,0.009888795,0.0084641995,0.41653553,0.44858396],"study_design_scores_gemma":[0.00042303777,0.00019496592,0.0117433565,0.00028979965,0.00018110001,0.0004973931,0.0002451571,0.5841247,0.030416558,0.008769138,0.36285946,0.00025531475],"about_ca_topic_score_codex":0.006407551,"about_ca_topic_score_gemma":0.011503756,"teacher_disagreement_score":0.098717615,"about_ca_system_score_codex":0.0004711346,"about_ca_system_score_gemma":0.00062412873,"threshold_uncertainty_score":0.33024335},"labels":[],"label_agreement":null},{"id":"W6988175786","doi":"","title":"Which is the weakest link? Wind performance of mechanically attached systems","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Roof; Wind engineering; Lift (data mining); Wind force; Component (thermodynamics); Wind power","score_opus":0.008761173271118548,"score_gpt":0.20337662097582715,"score_spread":0.1946154477047086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988175786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841905,0.00007068691,0.0011495665,0.000022284003,0.000004970844,0.0000046893833,0.000018802433,0.000013968519,0.00029593433],"genre_scores_gemma":[0.99908364,0.000042841722,0.00055860775,0.000007583187,0.00000471479,0.0000033292076,0.00003525691,0.000005335581,0.00025867784],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996847,0.00004580531,0.00003593065,0.0000677799,0.00011388981,0.00005178807],"domain_scores_gemma":[0.99860185,0.00039711196,0.0003576884,0.00015726578,0.00033554478,0.00015043719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050120364,0.0002936742,0.00039878138,0.00056203024,0.0004591726,0.000591778,0.00048402505,0.00061629864,0.0023737678],"category_scores_gemma":[0.0022761945,0.0002272437,0.00021647182,0.00022189382,0.00047902885,0.00121092,0.00047186407,0.0003545112,0.00071542367],"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":[0.0010915606,0.00029508641,0.084315374,0.0006885962,0.0001443734,0.0006523246,0.0008170688,0.022870021,0.84529465,0.0007488437,0.00031534894,0.042766713],"study_design_scores_gemma":[0.00008530135,0.011590843,0.27996126,0.00020495268,0.00034147757,0.0012241511,0.002358128,0.10697407,0.59261924,0.0018361566,0.0026810307,0.00012332012],"about_ca_topic_score_codex":0.00065918505,"about_ca_topic_score_gemma":0.0015547104,"teacher_disagreement_score":0.0023737678,"about_ca_system_score_codex":0.000121694735,"about_ca_system_score_gemma":0.0001015106,"threshold_uncertainty_score":0.007941008},"labels":[],"label_agreement":null},{"id":"W6989807747","doi":"","title":"CFD investigation of balcony spill plumes in atria (Part II)","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Parametric statistics; Experimental data; Model validation; Parametric model","score_opus":0.012966746522201958,"score_gpt":0.21166097266012157,"score_spread":0.19869422613791962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989807747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932227,0.000108319095,0.0032993883,0.00008073548,0.000007196204,0.000023981767,0.00009560951,0.00008154309,0.0030803918],"genre_scores_gemma":[0.9959033,0.00008151838,0.0029453067,0.000023123695,0.0000027539652,0.000011730214,0.00014951844,0.000007778898,0.0008749337],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990904,0.0000108617,0.000004397484,0.000013653486,0.000040415303,0.000021649947],"domain_scores_gemma":[0.99989986,0.000036772468,0.000012200744,0.000011155798,0.00002690462,0.000013112277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015899618,0.00015431024,0.00022673684,0.0003387268,0.0004028864,0.00036511215,0.00019385498,0.0002695737,0.00084133184],"category_scores_gemma":[0.00028754107,0.00010350876,0.00016356651,0.0002083242,0.00028144688,0.0002711882,0.0003151084,0.00033561463,0.000113782706],"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":[0.0005052845,0.0005604945,0.06208427,0.00013920067,0.00003161866,0.0017442352,0.00073888846,0.1204069,0.74521273,0.0028798427,0.0009317219,0.06476477],"study_design_scores_gemma":[0.00014997528,0.00071310677,0.1308308,0.000041050997,0.000027574139,0.00075807696,0.0009808056,0.47929454,0.3807945,0.0010037249,0.005312673,0.00009323871],"about_ca_topic_score_codex":0.009035116,"about_ca_topic_score_gemma":0.009443928,"teacher_disagreement_score":0.009035116,"about_ca_system_score_codex":0.0003934364,"about_ca_system_score_gemma":0.00041509452,"threshold_uncertainty_score":0.017965019},"labels":[],"label_agreement":null},{"id":"W6989917595","doi":"","title":"CityFFD – City Fast Fluid Dynamics Model for Urban Microclimate Simulations","year":2019,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microclimate; Population; Work (physics); Term (time); Vegetation (pathology); Matching (statistics)","score_opus":0.023574321180165163,"score_gpt":0.2680973114278507,"score_spread":0.24452299024768553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989917595","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":[0.09911114,0.0045487513,0.758883,0.0028842292,0.0018272777,0.0008496714,0.025399182,0.012978561,0.093518145],"genre_scores_gemma":[0.7044057,0.002718266,0.23096496,0.0009197622,0.00027485014,0.0023694322,0.023519682,0.001981068,0.032846197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960154,0.000084936255,0.000026089492,0.000068864996,0.00012853497,0.00009003249],"domain_scores_gemma":[0.999443,0.00019798991,0.000043476604,0.00004079095,0.00020594567,0.00006868801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055159413,0.0015693202,0.0014819489,0.00079141464,0.0010322173,0.0021617704,0.0026513115,0.002830863,0.012233973],"category_scores_gemma":[0.0017614883,0.0007874175,0.002064971,0.0010069147,0.00074939895,0.0011987031,0.0020662644,0.001993699,0.0021747001],"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":[0.000057904435,0.0000545944,0.0019644015,0.00012200545,0.000048758004,0.00012911759,0.000053745633,0.97605956,0.0007421599,0.0064672395,0.007506398,0.006794137],"study_design_scores_gemma":[0.000025423255,0.000007758441,0.00018912545,0.0000155647,0.0000076825145,0.000016290398,0.000014211611,0.9914898,0.00024428644,0.0011472577,0.006830499,0.000012057064],"about_ca_topic_score_codex":0.039465405,"about_ca_topic_score_gemma":0.025178261,"teacher_disagreement_score":0.039465405,"about_ca_system_score_codex":0.0012437293,"about_ca_system_score_gemma":0.002535771,"threshold_uncertainty_score":0.07847136},"labels":[],"label_agreement":null},{"id":"W6990400733","doi":"","title":"Development of Large-Scale Particle Tracking Velocimetry: A Comparison Between 2D and 3D Techniques","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleofection; Fusible alloy; TSG101; Windage; Articular cartilage damage; Proteogenomics","score_opus":0.008991064269925304,"score_gpt":0.21403037120089113,"score_spread":0.20503930693096584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990400733","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":[0.027055845,0.0026718203,0.96402955,0.00039251326,0.00030844499,0.00017016559,0.0003669878,0.0017780362,0.003226713],"genre_scores_gemma":[0.10343077,0.0041489843,0.8888543,0.00021363047,0.00008464222,0.0003620006,0.0006265547,0.00044820757,0.0018308227],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982988,0.0003332734,0.00009596315,0.00025505238,0.00094110874,0.00007580531],"domain_scores_gemma":[0.9975567,0.0011072023,0.00021186192,0.00038524755,0.00065143406,0.00008745782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032328102,0.0006615943,0.00076069083,0.001631931,0.00047935228,0.0027814198,0.001229084,0.0013075772,0.0019965873],"category_scores_gemma":[0.0040242877,0.0008886839,0.0007775438,0.001369364,0.0007179952,0.0019750053,0.0012885383,0.0010458969,0.0007827511],"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":[0.00041210314,0.00031592403,0.010873894,0.001550562,0.00017249247,0.0003008184,0.0006916498,0.05623457,0.31953624,0.022620372,0.00606538,0.58122605],"study_design_scores_gemma":[0.000114981594,0.00055051077,0.016270507,0.00028908774,0.0001406938,0.0009394389,0.00037052293,0.59967107,0.28890488,0.0061620693,0.08609015,0.00049602776],"about_ca_topic_score_codex":0.0026697994,"about_ca_topic_score_gemma":0.0029994752,"teacher_disagreement_score":0.0032328102,"about_ca_system_score_codex":0.0010270714,"about_ca_system_score_gemma":0.0015973366,"threshold_uncertainty_score":0.017096937},"labels":[],"label_agreement":null},{"id":"W6990416918","doi":"","title":"Design guidelines for the wind uplift resistance of architectural metal roofing systems","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Deck; Wind engineering; Leakage (economics); Wind speed; Architectural design","score_opus":0.05361702539725755,"score_gpt":0.2705167748681496,"score_spread":0.21689974947089208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990416918","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":[0.070169404,0.0009833092,0.89411837,0.00034262502,0.00014401088,0.0023999682,0.0008979306,0.0024392402,0.028505238],"genre_scores_gemma":[0.4201392,0.0013476767,0.55938286,0.00017984676,0.000046343863,0.002814226,0.0015461877,0.00048422685,0.014059435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967541,0.00042348125,0.00039275544,0.00015194886,0.0020907167,0.00018704007],"domain_scores_gemma":[0.99744356,0.00031766048,0.0002876915,0.00024745322,0.0016472759,0.00005626388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016558865,0.0012245388,0.0006490045,0.0012546494,0.0006697745,0.0010046284,0.001741646,0.0008137341,0.0034550338],"category_scores_gemma":[0.004766725,0.0005291909,0.0005392267,0.0005174019,0.00045386984,0.0004915946,0.0005314816,0.00050266675,0.0015875733],"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":[0.00021665689,0.0003236023,0.0043346486,0.0015742446,0.000049586637,0.00047088254,0.00067753246,0.4417315,0.2553526,0.013564084,0.016509978,0.26519468],"study_design_scores_gemma":[0.00031182822,0.002817738,0.018261274,0.00060234254,0.00024135225,0.0011374614,0.0011332225,0.5431268,0.16207677,0.010603651,0.25945294,0.00023463464],"about_ca_topic_score_codex":0.008070896,"about_ca_topic_score_gemma":0.01867779,"teacher_disagreement_score":0.008070896,"about_ca_system_score_codex":0.0010041938,"about_ca_system_score_gemma":0.0018225246,"threshold_uncertainty_score":0.016047835},"labels":[],"label_agreement":null},{"id":"W6990611876","doi":"","title":"The effect of urban open spaces on winter wind speed in residential Guelph, Ontario","year":2000,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microclimate; Wind speed; Urban planning; Urban design; Urban density; Realm; Wind power; Prevailing winds; Urban climate","score_opus":0.00822420403642649,"score_gpt":0.21489200238491446,"score_spread":0.20666779834848797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990611876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976312,0.000087420325,0.00004885612,0.00006389388,0.0000035651385,0.0000071278464,0.00025649043,0.000005315188,0.0018960375],"genre_scores_gemma":[0.99851614,0.00008606596,0.000066521585,0.000012508397,0.0000013210486,0.000008427964,0.0001625333,0.0000033273516,0.0011432212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937564,0.00009466292,0.000023981693,0.00011913395,0.00017887671,0.00020777785],"domain_scores_gemma":[0.99846303,0.00026736667,0.00023164776,0.00007391843,0.0005585997,0.00040545946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024712516,0.0002294019,0.00033140625,0.0002731742,0.0019829727,0.0010617332,0.00066255213,0.00021848713,0.001979337],"category_scores_gemma":[0.001676106,0.0001732576,0.0003129659,0.0007823343,0.001104856,0.00022718152,0.00084451085,0.00024769508,0.00019648777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040546115,0.00006449604,0.9789492,0.000054008175,0.00006917178,0.00030467732,0.005770657,0.0009946554,0.002893641,0.0003885901,0.0015176118,0.008587748],"study_design_scores_gemma":[0.000004413892,0.000025690217,0.99622643,0.000008370785,0.000010088855,0.0000131943725,0.0027152775,0.00024721515,0.000101390346,0.000021595735,0.0006213006,0.0000049252685],"about_ca_topic_score_codex":0.9773702,"about_ca_topic_score_gemma":0.99373466,"teacher_disagreement_score":0.9773702,"about_ca_system_score_codex":0.015420845,"about_ca_system_score_gemma":0.008153086,"threshold_uncertainty_score":0.11188662},"labels":[],"label_agreement":null},{"id":"W6996772883","doi":"","title":"Storm roundtable with Pat Smith, Jordan Holm, Joe Dashou and Hans Martin Male from Insight Brewing - GG57","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"RSS; Sign (mathematics); Brewing; Storm; Join (topology); Directory","score_opus":0.005091095992835452,"score_gpt":0.16259674201027227,"score_spread":0.15750564601743683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996772883","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":[0.0010340371,0.00054581754,0.0007736457,0.005420484,0.006305289,0.00015391211,0.003357104,0.003862535,0.9785472],"genre_scores_gemma":[0.0012830565,0.00018093546,0.0002053982,0.00063759385,0.00027890017,0.000025342413,0.0008195386,0.00072466495,0.99584454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956363,0.00003213834,0.000010498222,0.00008128408,0.00020874833,0.00010370389],"domain_scores_gemma":[0.998365,0.0000846743,0.000064732856,0.00010109523,0.00044562874,0.0009388949],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043969095,0.00097537687,0.00038495133,0.00053443783,0.0029627318,0.0042313603,0.0007277858,0.0014192726,0.82297486],"category_scores_gemma":[0.0016960801,0.0004926031,0.000343456,0.00057380775,0.00035608961,0.002697981,0.003159905,0.0021193398,0.6653749],"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":[0.000009577861,0.0000067504966,0.000034276098,0.000009244001,3.1096587e-7,0.000021744287,0.000035546185,0.0000042064153,0.00006548359,0.00017747298,0.9945322,0.0051030777],"study_design_scores_gemma":[0.0000031459824,0.000008196121,0.00019190663,0.00001790264,6.7880575e-7,0.000032828942,0.0001283622,0.000014179072,0.00005816425,0.00006460054,0.9994772,0.0000029406363],"about_ca_topic_score_codex":0.008519637,"about_ca_topic_score_gemma":0.036355432,"teacher_disagreement_score":0.82297486,"about_ca_system_score_codex":0.0010418926,"about_ca_system_score_gemma":0.001467013,"threshold_uncertainty_score":0.2525049},"labels":[],"label_agreement":null},{"id":"W6996959963","doi":"","title":"\\tContributions Towards a Large Eddy Simulation Best Practice Guide for the Numerical Prediction of Wind Loads on Tall Buildings","year":2020,"lang":"en","type":"article","venue":"mediaTUM  (Technical University of Munich)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbulence; Wind engineering; Large eddy simulation; Computational fluid dynamics; Flow (mathematics); Time domain; Domain (mathematical analysis)","score_opus":0.01604595066378858,"score_gpt":0.24471927685355396,"score_spread":0.22867332618976538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996959963","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":[0.003013487,0.0013420201,0.9238101,0.002069384,0.0014699342,0.0012531488,0.007785702,0.026477989,0.032778237],"genre_scores_gemma":[0.008385197,0.001991563,0.91705483,0.0015745871,0.00041260713,0.0024426377,0.013413525,0.009621738,0.045103244],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9950251,0.0015990912,0.00072296016,0.0002027997,0.0022827133,0.00016727412],"domain_scores_gemma":[0.97954947,0.0060775215,0.0010507461,0.0037366543,0.008957807,0.00062789104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007320145,0.0022966354,0.0014600438,0.0025080352,0.00073539553,0.0025019024,0.004989506,0.0033394184,0.03800738],"category_scores_gemma":[0.01574511,0.002060644,0.0011849429,0.0020733657,0.0009433509,0.00140299,0.0019344332,0.0034471636,0.049636453],"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":[0.00029776388,0.001109173,0.002113202,0.0015715301,0.000086565524,0.000648927,0.00053934765,0.061334956,0.030480783,0.017215434,0.56115127,0.323451],"study_design_scores_gemma":[0.00019255427,0.00027953097,0.002164881,0.0013941644,0.00003231849,0.000445895,0.00014984448,0.10845213,0.008983221,0.014340136,0.86340445,0.00016100638],"about_ca_topic_score_codex":0.004099972,"about_ca_topic_score_gemma":0.00832687,"teacher_disagreement_score":0.03800738,"about_ca_system_score_codex":0.00087218266,"about_ca_system_score_gemma":0.0026764187,"threshold_uncertainty_score":0.12714738},"labels":[],"label_agreement":null},{"id":"W6999672878","doi":"","title":"Design of Stick-Framed Wood Roofs Under Extreme Wind Loads","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Gable; Framing (construction); Tornado; Wind force; Low-rise; Wind engineering; Reinforced concrete","score_opus":0.103401225734598,"score_gpt":0.27259927952176594,"score_spread":0.16919805378716793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999672878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62052107,0.0003071085,0.35861808,0.00009848879,0.00013636296,0.00036632636,0.000334023,0.0008788441,0.01873983],"genre_scores_gemma":[0.92689264,0.00019406306,0.06923833,0.000020050024,0.000012764896,0.00012164648,0.00014280016,0.00007010671,0.0033075998],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99964166,0.00005116314,0.000018891284,0.00004998586,0.00015439607,0.00008380962],"domain_scores_gemma":[0.9997025,0.000036589547,0.000062448955,0.00004618626,0.00009779235,0.000054354736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042023117,0.0005430865,0.00040725002,0.00056350854,0.00031930313,0.0005936159,0.0009641879,0.00059774425,0.002164781],"category_scores_gemma":[0.00045749536,0.0003398933,0.00052166963,0.00019253677,0.00042214413,0.00026783292,0.00051471515,0.00032269914,0.00064960355],"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":[0.0002829293,0.00020984556,0.008433966,0.00042612324,0.00006666897,0.0013332872,0.0003057276,0.6913931,0.19651696,0.006165078,0.001954127,0.092912205],"study_design_scores_gemma":[0.00008290184,0.00182962,0.015010876,0.000109553446,0.00012644615,0.00053638563,0.0005994533,0.8853046,0.0814011,0.0023588606,0.012556593,0.00008354058],"about_ca_topic_score_codex":0.0015771601,"about_ca_topic_score_gemma":0.0027493057,"teacher_disagreement_score":0.002164781,"about_ca_system_score_codex":0.00032825835,"about_ca_system_score_gemma":0.0007135083,"threshold_uncertainty_score":0.0072419047},"labels":[],"label_agreement":null},{"id":"W7000510783","doi":"","title":"Experimental Evaluation of ABL and Downburst Wind Loads on an Elevated Building","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Wind engineering; Planetary boundary layer; Cladding (metalworking); Wind tunnel; Wind speed; Wind direction; Boundary layer; Terrain","score_opus":0.10234647721408005,"score_gpt":0.3362904389188817,"score_spread":0.23394396170480167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000510783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989743,0.000007792489,0.00051522185,0.0000040514437,0.000004400628,0.000014128271,0.00008123314,0.000018651113,0.0003801425],"genre_scores_gemma":[0.9983342,0.000025249781,0.0009186359,0.000006208715,0.000001437542,0.000019340301,0.000155907,0.000007004233,0.00053197634],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996518,0.0000226635,0.0000133801,0.000048532704,0.00018598208,0.00007759151],"domain_scores_gemma":[0.99950576,0.000104444436,0.00003811221,0.000061966915,0.00018639558,0.00010338842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035485186,0.00048047557,0.00023892937,0.0002679379,0.00042922117,0.0002863767,0.00043890474,0.00037788154,0.0014729537],"category_scores_gemma":[0.0006014386,0.00016653158,0.0002512474,0.00021117744,0.00041362966,0.00024831435,0.00039883214,0.00052195735,0.00020533262],"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":[0.002007205,0.002136569,0.046821326,0.0002962509,0.000048401584,0.00096271903,0.0011871968,0.058128603,0.85071886,0.0005223325,0.0008050726,0.036365528],"study_design_scores_gemma":[0.00019500105,0.015023545,0.3277283,0.00007581746,0.0001213736,0.00030573094,0.0025805056,0.10673539,0.5429034,0.00031187703,0.003912809,0.000106200765],"about_ca_topic_score_codex":0.0069133523,"about_ca_topic_score_gemma":0.02001288,"teacher_disagreement_score":0.0069133523,"about_ca_system_score_codex":0.00033222555,"about_ca_system_score_gemma":0.00044564216,"threshold_uncertainty_score":0.013746262},"labels":[],"label_agreement":null},{"id":"W7001574609","doi":"","title":"L’effet de bâtiments en amont et en aval sur la dispersion des effluents : une approche axée sur la mécanique des fluides numérique (CFD)","year":2015,"lang":"fr","type":"article","venue":"","topic":"Wind and Air Flow Studies","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":"Concordia University; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Panache; Urban environment; Coastal ecosystem; Air pollutants","score_opus":0.014392458378585871,"score_gpt":0.24745894062617835,"score_spread":0.23306648224759247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001574609","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":[0.15118104,0.0016403943,0.81726193,0.0014460156,0.00055932003,0.000355557,0.0009488782,0.0022274677,0.024379278],"genre_scores_gemma":[0.7893259,0.0022532016,0.18664521,0.00030304934,0.000108605396,0.00038829193,0.0006299259,0.00035193653,0.019993888],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996124,0.000086735,0.000022901248,0.000086319844,0.00015867113,0.000032937878],"domain_scores_gemma":[0.9990877,0.00052730844,0.00004884139,0.000050295184,0.00025982485,0.000025997566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009773956,0.0010833235,0.0010841908,0.0006098714,0.00062731956,0.0021389816,0.0011413465,0.0025733255,0.005280973],"category_scores_gemma":[0.002240268,0.0006336132,0.001658257,0.00049835676,0.00048258976,0.0013494825,0.0008378964,0.0011870984,0.0011632601],"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":[0.00021846732,0.00009775169,0.0024696735,0.00030183067,0.00006489337,0.00014827249,0.00012508142,0.92337877,0.022220068,0.0018284537,0.0009526729,0.04819404],"study_design_scores_gemma":[0.000025622045,0.00008137266,0.0008326002,0.000045396348,0.000032446806,0.000024938116,0.00003763299,0.9901878,0.005664514,0.00068687886,0.0023537083,0.00002698362],"about_ca_topic_score_codex":0.032918345,"about_ca_topic_score_gemma":0.018897042,"teacher_disagreement_score":0.032918345,"about_ca_system_score_codex":0.00092776504,"about_ca_system_score_gemma":0.001343456,"threshold_uncertainty_score":0.06545347},"labels":[],"label_agreement":null},{"id":"W7001688531","doi":"","title":"Large-eddy simulation of turbulent flow and dispersion within modeled urban environments","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbulence; Scalar (mathematics); Dispersion (optics); Fortran; Context (archaeology); Flow (mathematics); Computational fluid dynamics; Mean flow; Plume","score_opus":0.01044018402860501,"score_gpt":0.19940366614113988,"score_spread":0.1889634821125349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001688531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777629,0.00006463171,0.017011909,0.00005686772,0.00001570883,0.000036500587,0.00027548455,0.00014025292,0.004635748],"genre_scores_gemma":[0.9873819,0.00009843768,0.009472339,0.0000111822865,0.0000047499384,0.000037777776,0.00035222934,0.000030600087,0.0026108462],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995756,0.00000885955,0.0000025035495,0.000008313589,0.000009633967,0.000013116148],"domain_scores_gemma":[0.999876,0.00006528667,0.000016046404,0.000009426737,0.00001772339,0.000015369811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014722203,0.00034622176,0.00029614876,0.000234197,0.00040511205,0.0006872503,0.0003845798,0.00053548696,0.00074283587],"category_scores_gemma":[0.00030108416,0.00016464667,0.00031129117,0.0003360757,0.00029682435,0.0003127237,0.0002642711,0.00031852082,0.00012232918],"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":[0.000019336132,0.00004347154,0.0020884706,0.000011526614,0.0000073695933,0.000048330996,0.000038556354,0.9937669,0.0018891059,0.0006667025,0.00007483909,0.0013453853],"study_design_scores_gemma":[0.000007245983,0.0000131144625,0.0007003431,0.00000193312,0.0000019090376,0.00000420751,0.000034617773,0.9980866,0.0008414454,0.00012354071,0.00018153575,0.000003538007],"about_ca_topic_score_codex":0.017660199,"about_ca_topic_score_gemma":0.021177808,"teacher_disagreement_score":0.017660199,"about_ca_system_score_codex":0.0005798623,"about_ca_system_score_gemma":0.00080989907,"threshold_uncertainty_score":0.035114825},"labels":[],"label_agreement":null},{"id":"W7002138953","doi":"","title":"Measuring trace gas fluxes on a regional scale using airborne relaxed eddy accumulation","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Trace gas; Eddy covariance; TRACE (psycholinguistics)","score_opus":0.07670742421308803,"score_gpt":0.2685686900755106,"score_spread":0.19186126586242258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002138953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488068,0.00039064573,0.01589782,0.0008748318,0.00056700915,0.00025437772,0.0030159154,0.0015591934,0.02863343],"genre_scores_gemma":[0.95904475,0.00023763646,0.014439867,0.000112661095,0.000104925595,0.00004780563,0.00225512,0.000299641,0.023457661],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961215,0.00003855612,0.000018244955,0.0000964343,0.0001996742,0.000034913497],"domain_scores_gemma":[0.9980812,0.0001679366,0.00012370793,0.0002150918,0.0013259772,0.00008614702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089953386,0.00018521515,0.00030639698,0.00071738614,0.0007738217,0.0006213715,0.0004329403,0.00065019995,0.005869647],"category_scores_gemma":[0.0020545295,0.00019049885,0.00020433773,0.00052243617,0.0001657501,0.0007630625,0.00033158134,0.0003095817,0.0024766356],"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":[0.0008594469,0.00024620665,0.15514113,0.00039853557,0.00013049203,0.00075905654,0.0006456427,0.0020958574,0.5446508,0.0005821215,0.027539082,0.26695168],"study_design_scores_gemma":[0.00015243526,0.00055486854,0.5191511,0.000053292657,0.00021308709,0.00041469763,0.000966649,0.012580342,0.3984503,0.0005470194,0.066843316,0.00007300585],"about_ca_topic_score_codex":0.007063745,"about_ca_topic_score_gemma":0.017577862,"teacher_disagreement_score":0.007063745,"about_ca_system_score_codex":0.00023340232,"about_ca_system_score_gemma":0.0005455581,"threshold_uncertainty_score":0.019635975},"labels":[],"label_agreement":null},{"id":"W7005838884","doi":"","title":"Stochastic Simulation of Hourly Rainfall, Total Cloud Cover, and Solar Radiation in Canadian Stations","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Cloud cover; Cloud computing; Stochastic modelling; Climate model; Climate change; Univariate; Global warming; Numerical weather prediction; Stochastic simulation","score_opus":0.004980821718004277,"score_gpt":0.17134414822371233,"score_spread":0.16636332650570806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005838884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990315,0.00007009684,0.00505964,0.00021505407,0.000027644961,0.00003766921,0.0019376732,0.0001072074,0.0022299706],"genre_scores_gemma":[0.99579287,0.000055613178,0.0022562863,0.00002238892,0.0000038081403,0.000016034366,0.0011954772,0.0000071892955,0.0006503303],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997243,0.00003937633,0.000013661135,0.00006808826,0.000050673025,0.0001038214],"domain_scores_gemma":[0.9990532,0.00034118263,0.000110575376,0.000048742964,0.0003280173,0.00011839441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006353917,0.00058849715,0.0003764997,0.0005056356,0.00088241213,0.0007922235,0.0017420225,0.00079330977,0.0011497665],"category_scores_gemma":[0.0018807423,0.00036431872,0.00073910435,0.00091019785,0.0008606321,0.00028589737,0.0004214676,0.0007925338,0.00008054432],"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":[0.00004532513,0.000037810696,0.0116299,0.000009514827,0.000016311416,0.00003545187,0.000025195954,0.98536634,0.0003112002,0.0011303831,0.00028940206,0.0011030643],"study_design_scores_gemma":[0.000012164542,0.000009556585,0.005115791,0.0000017530401,0.000005135341,0.0000033533624,0.000025650517,0.99443936,0.00014440552,0.00009706816,0.00013729505,0.0000084131],"about_ca_topic_score_codex":0.9329472,"about_ca_topic_score_gemma":0.89273274,"teacher_disagreement_score":0.06705278,"about_ca_system_score_codex":0.00809839,"about_ca_system_score_gemma":0.006476928,"threshold_uncertainty_score":0.13489527},"labels":[],"label_agreement":null},{"id":"W7005842259","doi":"","title":"Reliability-based study on the duration of load effect in timber structures under wind loads","year":2023,"lang":"en","type":"article","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"Wind and Air Flow Studies","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Duration (music); Wind speed; Wind engineering; Reliability (semiconductor); Randomness; Wind power; Weibull distribution","score_opus":0.10134678399673028,"score_gpt":0.38669408101538155,"score_spread":0.28534729701865125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005842259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932388,0.00008471042,0.0058402964,0.000013201141,0.000003960667,0.00001473035,0.00017863757,0.000030221256,0.00059543015],"genre_scores_gemma":[0.9991099,0.000028687035,0.00053061836,0.0000018776967,0.000002711051,0.0000041788953,0.0001908336,0.000005147252,0.00012603038],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990097,0.00019639188,0.00007211602,0.0001336491,0.0005009966,0.000087001215],"domain_scores_gemma":[0.9901484,0.004811483,0.0016461447,0.0006554346,0.002543394,0.00019508884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021682417,0.00034096724,0.00030516792,0.0012876071,0.00026555115,0.00028952197,0.000530392,0.00035422487,0.00055574183],"category_scores_gemma":[0.009783613,0.00019543883,0.0004288492,0.00074997655,0.00035387688,0.00063862547,0.0003239608,0.00031879818,0.00016565293],"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":[0.00073410384,0.00017145275,0.639149,0.00014396617,0.00020878228,0.00048727426,0.0007510233,0.31034857,0.012997773,0.0008486009,0.0003523861,0.033807036],"study_design_scores_gemma":[0.000010327984,0.0009490855,0.6989948,0.000019771463,0.00011581745,0.00033746532,0.0004523707,0.29168248,0.0064068525,0.00034617216,0.00063468236,0.0000501706],"about_ca_topic_score_codex":0.02562601,"about_ca_topic_score_gemma":0.028304497,"teacher_disagreement_score":0.02562601,"about_ca_system_score_codex":0.0006829834,"about_ca_system_score_gemma":0.00036543913,"threshold_uncertainty_score":0.050953686},"labels":[],"label_agreement":null},{"id":"W7005872427","doi":"","title":"Simulations CFD des écoulements d'air mesurés dans le tunnel Louis-Hippolyte-La Fontaine","year":2004,"lang":"fr","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Work (physics); Flow (mathematics); Field (mathematics)","score_opus":0.014426729188032396,"score_gpt":0.24221142197662446,"score_spread":0.22778469278859206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005872427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733908,0.00024080348,0.011166281,0.00036023924,0.00017335461,0.000061661594,0.00079425983,0.00039797538,0.013414625],"genre_scores_gemma":[0.98840547,0.00013091344,0.0042772796,0.00004056283,0.000027401855,0.000045831173,0.00042497262,0.000078170204,0.0065693436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997638,0.00005607021,0.000011424264,0.000042208976,0.0000685911,0.000057875564],"domain_scores_gemma":[0.99900454,0.0006383127,0.00005451279,0.0000444618,0.00014576322,0.000112349575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038476277,0.00088528387,0.0009947441,0.0007805337,0.0014401863,0.0015544781,0.0006314134,0.0021021273,0.0042155976],"category_scores_gemma":[0.0013402374,0.00054679555,0.0008879679,0.00062515365,0.0010134103,0.0006715716,0.00058281893,0.0009386735,0.00036391173],"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":[0.00015581469,0.00010776964,0.003402845,0.000038663402,0.000021188825,0.00023864544,0.00011361562,0.9866007,0.004778855,0.0007238242,0.0004494213,0.0033686676],"study_design_scores_gemma":[0.00005821458,0.00008567384,0.0035765485,0.000014517894,0.000008033853,0.0000304784,0.000091614005,0.9923529,0.002799038,0.00018553738,0.0007784213,0.000019132849],"about_ca_topic_score_codex":0.055237435,"about_ca_topic_score_gemma":0.035955388,"teacher_disagreement_score":0.055237435,"about_ca_system_score_codex":0.0015174297,"about_ca_system_score_gemma":0.0014936713,"threshold_uncertainty_score":0.10983187},"labels":[],"label_agreement":null},{"id":"W7008258686","doi":"","title":"Bracing for Future Outbreaks: Review of Canadian Design Codes for Housing Wind Resilience","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bracing; Resilience (materials science); Wind power; Government (linguistics); Natural disaster; Psychological resilience","score_opus":0.07616998674607378,"score_gpt":0.29320127912665084,"score_spread":0.21703129238057706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008258686","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":[0.0059244283,0.87820226,0.008289496,0.028004965,0.0052243345,0.00028177258,0.0017267381,0.0001850721,0.072160944],"genre_scores_gemma":[0.077567875,0.87423843,0.025601218,0.0068300236,0.00071323314,0.00032327897,0.0011966663,0.00024362175,0.0132855885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935456,0.00075170066,0.0005648844,0.00031107556,0.004304734,0.0005221263],"domain_scores_gemma":[0.97520804,0.004207668,0.0014274052,0.0006384305,0.017812047,0.0007063843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0088941,0.0016356308,0.0012423694,0.0064382395,0.003705689,0.0037849308,0.005230593,0.0018443677,0.00628284],"category_scores_gemma":[0.025252223,0.00066208415,0.0010374517,0.009976695,0.0051277485,0.0019287915,0.0019058598,0.0029929387,0.00079753814],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076672506,0.00007029814,0.0024851975,0.01285804,0.00007210261,0.000107214764,0.0016553674,0.0030038387,0.000677261,0.07992838,0.17564109,0.72342455],"study_design_scores_gemma":[0.000016278103,0.000039402275,0.0047893864,0.019493684,0.000083494364,0.000079077574,0.0011384418,0.00041073604,0.0004768374,0.0035213057,0.96986806,0.00008332716],"about_ca_topic_score_codex":0.8404504,"about_ca_topic_score_gemma":0.92233914,"teacher_disagreement_score":0.1595496,"about_ca_system_score_codex":0.03836615,"about_ca_system_score_gemma":0.10995309,"threshold_uncertainty_score":0.3209784},"labels":[],"label_agreement":null},{"id":"W7008415637","doi":"","title":"Boundary conditions and whole building HAM analysis","year":2008,"lang":"en","type":"book","venue":"NPARC","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Boundary value problem; Boundary (topology); Work (physics); Set (abstract data type)","score_opus":0.00917931700480235,"score_gpt":0.22367548563320946,"score_spread":0.21449616862840712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008415637","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":[0.02695717,0.0018677508,0.76475686,0.00069641223,0.0010795037,0.00009975734,0.0010149257,0.0018461458,0.20168145],"genre_scores_gemma":[0.49154386,0.002014072,0.3363775,0.0003857632,0.00044027908,0.00022404114,0.0023705098,0.0032750135,0.16336891],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967206,0.00009157089,0.0000084557805,0.000047128113,0.00015655949,0.000024246892],"domain_scores_gemma":[0.99945766,0.00025014702,0.0000182421,0.000063900276,0.00018834842,0.00002173142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004285578,0.00039492804,0.0006734488,0.0009990804,0.0005862131,0.0013159002,0.00075952325,0.00075322005,0.03432175],"category_scores_gemma":[0.0021324027,0.00033783106,0.00049284386,0.0005641389,0.00082571025,0.0012255587,0.0006621573,0.0009887222,0.008354068],"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":[0.00016935983,0.00004682746,0.0020563516,0.0005785021,0.00006491133,0.00034629463,0.00027062412,0.1557427,0.014604632,0.20949756,0.07898029,0.537642],"study_design_scores_gemma":[0.000026426053,0.000050452203,0.006640441,0.00024067977,0.00003978231,0.0003158524,0.00050364784,0.58558255,0.019133043,0.28187013,0.105479985,0.000117097115],"about_ca_topic_score_codex":0.0023662928,"about_ca_topic_score_gemma":0.004389912,"teacher_disagreement_score":0.03432175,"about_ca_system_score_codex":0.000320196,"about_ca_system_score_gemma":0.0005439392,"threshold_uncertainty_score":0.11481774},"labels":[],"label_agreement":null},{"id":"W7010059528","doi":"","title":"Formation of competitiveness of future teacher of technology and business","year":2015,"lang":"en","type":"other","venue":"zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Fusible alloy; Articular cartilage damage; Liquation","score_opus":0.02614965330075032,"score_gpt":0.2816237074926599,"score_spread":0.2554740541919096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010059528","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":[0.44410795,0.0013618991,0.0073182127,0.007483915,0.0002667869,0.00017162976,0.00027813052,0.00013968247,0.53887177],"genre_scores_gemma":[0.9572998,0.00062202115,0.0020031114,0.00016489136,0.000037352213,0.000058490205,0.00015408646,0.000029052891,0.03963113],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99892896,0.00021156944,0.000036926896,0.00012949308,0.00043442042,0.00025861015],"domain_scores_gemma":[0.99888176,0.00012102708,0.00013258395,0.000045482557,0.00041654852,0.0004026395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009993798,0.0002113003,0.00017620651,0.0011042578,0.0027554622,0.0046091196,0.00034352066,0.0005851079,0.017959656],"category_scores_gemma":[0.0019725638,0.00011279468,0.00020913179,0.0006770987,0.0013016385,0.0011608984,0.0018143177,0.0004970616,0.0012366836],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002469181,0.00043104717,0.21643353,0.0005003495,0.00003532291,0.0012885896,0.03621605,0.0010871019,0.01215112,0.33137557,0.060679674,0.3395547],"study_design_scores_gemma":[0.000046909983,0.00024649967,0.3588828,0.00030927718,0.00003866328,0.002100649,0.09150857,0.0024395997,0.00789372,0.038444236,0.49801078,0.00007829646],"about_ca_topic_score_codex":0.0164482,"about_ca_topic_score_gemma":0.022676878,"teacher_disagreement_score":0.017959656,"about_ca_system_score_codex":0.0034660955,"about_ca_system_score_gemma":0.007953683,"threshold_uncertainty_score":0.060081005},"labels":[],"label_agreement":null},{"id":"W7010224053","doi":"","title":"Governor tours wind wind blades at Port of Vancouver USA","year":2021,"lang":"en","type":"other","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Governor; Wind power; Boom","score_opus":0.008642118861078331,"score_gpt":0.21133098576163573,"score_spread":0.2026888669005574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010224053","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":[0.006305577,0.00053714094,0.00016233724,0.0011125277,0.00051830336,0.000083988925,0.0037699388,0.00032202847,0.98718834],"genre_scores_gemma":[0.0026559127,0.00021998727,0.00008501445,0.00006615738,0.000012662217,0.0000074766103,0.00041221542,0.00005431758,0.9964862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986064,0.000007941363,0.0000026482662,0.000019415627,0.00006927595,0.00004015526],"domain_scores_gemma":[0.99970263,0.000016315073,0.0000091379015,0.000011544992,0.00017393286,0.00008641783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015652932,0.0005191831,0.00022451054,0.00070126564,0.0034467445,0.0017768355,0.00047059625,0.0011953288,0.4570171],"category_scores_gemma":[0.00037368038,0.00032453053,0.00021691725,0.0007450504,0.00025551094,0.0005149507,0.0007697025,0.0010076847,0.11416964],"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":[0.00006997953,0.00008642117,0.0025380896,0.000075335985,0.000003909198,0.000217738,0.00008324171,0.0002058667,0.00050996564,0.0011496381,0.9328287,0.06223109],"study_design_scores_gemma":[0.000012535273,0.000020726462,0.006924048,0.0000722137,0.0000029248502,0.00004067467,0.0003300676,0.00030163108,0.00026483787,0.0001391994,0.9918834,0.000007756059],"about_ca_topic_score_codex":0.40818873,"about_ca_topic_score_gemma":0.8527908,"teacher_disagreement_score":0.4570171,"about_ca_system_score_codex":0.0019110071,"about_ca_system_score_gemma":0.0043655355,"threshold_uncertainty_score":0.8116256},"labels":[],"label_agreement":null},{"id":"W7014447032","doi":"","title":"A partial-turbulence approach to estimate peak wind loads on low-rise building roofs","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","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":"Western University","funders":"","keywords":"Roof; Aerodynamics; Wind tunnel; Wind engineering; Turbulence; Range (aeronautics); Flow (mathematics); Scale (ratio); Scale model","score_opus":0.050279500252857025,"score_gpt":0.2951111216295344,"score_spread":0.24483162137667738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014447032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83224785,0.000073150746,0.16391936,0.00002288869,0.000013873996,0.000055346147,0.0004407732,0.0008704742,0.0023562412],"genre_scores_gemma":[0.9820264,0.000045761844,0.01706549,0.0000042402353,0.0000038223875,0.000021226346,0.0003052834,0.000029968278,0.00049782573],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990034,0.00001382906,0.000007492245,0.000020077765,0.000042740878,0.000015393394],"domain_scores_gemma":[0.99982685,0.00004608763,0.000030630647,0.000021347389,0.000058704954,0.000016301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018130415,0.00040458853,0.00021479411,0.000994054,0.00020854261,0.00049682974,0.00032743474,0.00020257436,0.0009958494],"category_scores_gemma":[0.00051845814,0.00020861797,0.0003503838,0.0004081108,0.00015822274,0.00046649287,0.00028772702,0.00026113953,0.00027917713],"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":[0.000213717,0.00021173072,0.09389877,0.0001630376,0.000069852686,0.00015077277,0.0002382891,0.70449793,0.066661626,0.002304441,0.00091835874,0.13067143],"study_design_scores_gemma":[0.0000042056718,0.000054954067,0.031977065,0.000006844947,0.000008145595,0.000021149413,0.00005710881,0.9619342,0.0053846543,0.0003006573,0.00023752534,0.000013487187],"about_ca_topic_score_codex":0.0042607486,"about_ca_topic_score_gemma":0.004858245,"teacher_disagreement_score":0.0042607486,"about_ca_system_score_codex":0.00022699746,"about_ca_system_score_gemma":0.0003151153,"threshold_uncertainty_score":0.008471906},"labels":[],"label_agreement":null},{"id":"W7015984553","doi":"","title":"Wind uplift resistance of architectural metal roofing system","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Deformation (meteorology); Earthquake resistance; Base metal; Welding","score_opus":0.00900015051041972,"score_gpt":0.20384946246452706,"score_spread":0.19484931195410735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015984553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875836,0.000065907174,0.0006743117,0.000030098945,0.000045903686,0.000036345926,0.00033251202,0.00006057772,0.011170767],"genre_scores_gemma":[0.9906632,0.000033312164,0.00023748458,0.000011126321,0.000008703715,0.00000890193,0.0002844764,0.000024656918,0.008728143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996556,0.000029664365,0.000019266205,0.000051380077,0.00018708395,0.00005697826],"domain_scores_gemma":[0.99837613,0.00024180257,0.000119684744,0.00008596072,0.0010958643,0.000080453596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028257532,0.00011628347,0.00028310495,0.00083989004,0.00075370644,0.000508445,0.0003064487,0.00031706927,0.02098789],"category_scores_gemma":[0.0019038591,0.0001221697,0.00018527644,0.0003483161,0.00020947326,0.00034139724,0.0002679075,0.00017790537,0.0035538292],"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":[0.0026933737,0.00033115636,0.24482344,0.00097064057,0.00012722622,0.0018517951,0.0015890928,0.014614977,0.5037443,0.0015901752,0.01668817,0.21097568],"study_design_scores_gemma":[0.00006001479,0.0010930966,0.8053463,0.00005227918,0.00010724302,0.00049307186,0.002754771,0.01379556,0.15816747,0.0003468724,0.017732019,0.00005138921],"about_ca_topic_score_codex":0.005025106,"about_ca_topic_score_gemma":0.006195746,"teacher_disagreement_score":0.02098789,"about_ca_system_score_codex":0.00023513247,"about_ca_system_score_gemma":0.00024011369,"threshold_uncertainty_score":0.07021153},"labels":[],"label_agreement":null},{"id":"W7017732497","doi":"","title":"CFD investigation of wind turbulence on 2D square and angle section","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbulence; Aerodynamics; Wind engineering; Section (typography); Computational fluid dynamics; Flow (mathematics); Square (algebra); Aerodynamic force; Overhead (engineering)","score_opus":0.011280742709574316,"score_gpt":0.21221836434040944,"score_spread":0.20093762163083512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017732497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97441995,0.00014633242,0.01574355,0.00009828642,0.000040343206,0.00003502272,0.0004568196,0.00018242374,0.008877314],"genre_scores_gemma":[0.99407345,0.000100615754,0.0036864555,0.00001219458,0.000005781727,0.000012791895,0.00018377804,0.000014970379,0.0019100629],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990416,0.000009890009,0.0000061250075,0.000022296217,0.000035329304,0.000022313894],"domain_scores_gemma":[0.9998603,0.000056093377,0.00001700705,0.000019566482,0.000030154268,0.000016797405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001374879,0.00028437123,0.00030581653,0.0003644476,0.00035703107,0.00055211567,0.00022251776,0.00039620278,0.0014431662],"category_scores_gemma":[0.00029590266,0.00016295176,0.00038030394,0.00037216692,0.00045003215,0.0003199235,0.00026908173,0.00032778393,0.00019372691],"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":[0.00022044581,0.00017274961,0.018465238,0.00011687754,0.00002567728,0.0012791606,0.00037009982,0.88827103,0.069749795,0.006414844,0.0010457903,0.013868292],"study_design_scores_gemma":[0.000018235649,0.00016898151,0.015847253,0.000018780755,0.000009186458,0.00018871827,0.00022757452,0.9671282,0.014144648,0.00055594643,0.0016590713,0.0000333179],"about_ca_topic_score_codex":0.0047647776,"about_ca_topic_score_gemma":0.0031198824,"teacher_disagreement_score":0.0047647776,"about_ca_system_score_codex":0.00026752413,"about_ca_system_score_gemma":0.0004612735,"threshold_uncertainty_score":0.009474039},"labels":[],"label_agreement":null},{"id":"W7017950912","doi":"","title":"CFD and Deep Learning Based Natural Ventilation Analysis in Buildings","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural ventilation; Computational fluid dynamics; Partition (number theory); Artificial neural network; Airflow; Wind speed; Ventilation (architecture); Indoor air quality","score_opus":0.03524754243270302,"score_gpt":0.2735716168163299,"score_spread":0.2383240743836269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017950912","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":[0.26468536,0.0025125288,0.71429336,0.0010481717,0.00020069908,0.00006721333,0.00094616384,0.0015133122,0.014733136],"genre_scores_gemma":[0.9596206,0.0006424711,0.034610275,0.00013566439,0.000052465843,0.00005409465,0.0004984448,0.00007036042,0.0043155914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987376,0.00002519325,0.0000063202206,0.00002831203,0.00003487501,0.000031466916],"domain_scores_gemma":[0.99974746,0.00014003341,0.00002762625,0.000015040444,0.000047838832,0.00002204997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002806433,0.00065564417,0.0004525272,0.00058340974,0.0002808371,0.0008389661,0.0005752016,0.0010548759,0.001702558],"category_scores_gemma":[0.0009636383,0.00039568625,0.0007647728,0.0004283246,0.0006422997,0.0007009946,0.00067669235,0.0007137025,0.0002805617],"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":[0.000017328886,0.000013744406,0.001013916,0.000024803172,0.000010161103,0.000029592122,0.000011003465,0.98737085,0.0008401816,0.0018524098,0.00026875245,0.008547246],"study_design_scores_gemma":[9.928137e-7,0.000002851881,0.00016180545,0.0000027268538,9.243907e-7,0.000003661825,0.000002749127,0.9987388,0.00018907091,0.000743624,0.00015091724,0.0000017674108],"about_ca_topic_score_codex":0.014891393,"about_ca_topic_score_gemma":0.008445687,"teacher_disagreement_score":0.014891393,"about_ca_system_score_codex":0.0009247169,"about_ca_system_score_gemma":0.0007739968,"threshold_uncertainty_score":0.029609442},"labels":[],"label_agreement":null},{"id":"W7019128281","doi":"","title":"Evaluating wind effects of commercial roofs: North American advancements","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wind power; Work (physics); Wind engineering","score_opus":0.02934531065680038,"score_gpt":0.27871280357564426,"score_spread":0.24936749291884389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019128281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9466713,0.004657031,0.007653706,0.0013501035,0.00007008484,0.00012641416,0.00024824825,0.000069737805,0.039153446],"genre_scores_gemma":[0.9850151,0.0034103722,0.008122263,0.00014996897,0.000037574177,0.000033780092,0.00025755476,0.000031834792,0.0029416818],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979824,0.0007347169,0.00007962392,0.00019127126,0.00091847463,0.00009360523],"domain_scores_gemma":[0.9957385,0.0007039243,0.00017107873,0.00026588546,0.0029576407,0.00016289797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006130202,0.00027622504,0.000298567,0.00076260744,0.0010880486,0.0008550794,0.0006211296,0.0003770016,0.0016442351],"category_scores_gemma":[0.003157917,0.00015167784,0.00021653746,0.0015268568,0.00047444485,0.0010596142,0.00073061127,0.0004756822,0.00018900044],"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":[0.0014544292,0.0022659563,0.19682267,0.00050135644,0.00016897495,0.00045112096,0.0025540662,0.008923772,0.041489005,0.0037324883,0.004944133,0.736692],"study_design_scores_gemma":[0.00022846763,0.007849454,0.78523713,0.00043571804,0.00036917828,0.0010593191,0.012916169,0.020091817,0.07930581,0.0033102822,0.089034,0.00016276541],"about_ca_topic_score_codex":0.024005942,"about_ca_topic_score_gemma":0.082860425,"teacher_disagreement_score":0.024005942,"about_ca_system_score_codex":0.0009672195,"about_ca_system_score_gemma":0.0016700871,"threshold_uncertainty_score":0.047732413},"labels":[],"label_agreement":null},{"id":"W7019587936","doi":"","title":"How much air is too much? The National Research Council of Canada studies roof system air intrusion","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Research council; Intrusion; Roof; National security","score_opus":0.06397619815514119,"score_gpt":0.2732754045499997,"score_spread":0.20929920639485852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019587936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7831654,0.019452378,0.0012561943,0.017279636,0.00034410274,0.00006494513,0.0006715676,0.00004882817,0.17771696],"genre_scores_gemma":[0.9637477,0.013144054,0.0007849718,0.0017369307,0.0000669702,0.000012056825,0.00018092891,0.000038407317,0.02028802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870014,0.00013661628,0.000023161538,0.00009757604,0.00073372544,0.00030873012],"domain_scores_gemma":[0.99801433,0.00047556296,0.00017866219,0.00010985529,0.0010662081,0.0001552737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010667752,0.0002792908,0.00032895195,0.0011498503,0.003854287,0.003024089,0.00063348335,0.0007251598,0.0017712285],"category_scores_gemma":[0.0023696045,0.00021008431,0.00033083928,0.0031442496,0.0029653031,0.0017041893,0.00093894947,0.0015021532,0.00018709002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056173163,0.0004957099,0.50530165,0.0008668012,0.0004989774,0.0007850805,0.042700395,0.003183656,0.009127771,0.08545959,0.051797073,0.29922152],"study_design_scores_gemma":[0.00003789464,0.00018828937,0.65564805,0.0004961507,0.00031304744,0.00025589374,0.08341128,0.0010283256,0.0068865414,0.0057717985,0.24587175,0.00009100165],"about_ca_topic_score_codex":0.9635162,"about_ca_topic_score_gemma":0.98549193,"teacher_disagreement_score":0.036483824,"about_ca_system_score_codex":0.015776651,"about_ca_system_score_gemma":0.020668669,"threshold_uncertainty_score":0.11446816},"labels":[],"label_agreement":null},{"id":"W7026860371","doi":"","title":"Application of numerical models to evaluate wind uplift ratings of roofs. Part II","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Table (database); Roof; Finite element method; Earthquake shaking table; Numerical models; Computer simulation","score_opus":0.016289936466197023,"score_gpt":0.24502354520186923,"score_spread":0.2287336087356722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026860371","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":[0.28981632,0.0011882513,0.6752665,0.0004524348,0.00028103837,0.0010745111,0.0012265808,0.001681081,0.029013352],"genre_scores_gemma":[0.8514753,0.0008322748,0.14270334,0.00004977958,0.000022653756,0.00072926615,0.00067228713,0.00009787184,0.0034171853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937576,0.00015406645,0.000057257996,0.00005873692,0.0003237273,0.00003043848],"domain_scores_gemma":[0.99868184,0.00058095774,0.00017020416,0.0002745462,0.0002607045,0.00003164433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025993,0.0007346726,0.0005971657,0.00093469536,0.0004314721,0.00095955946,0.0007121079,0.001113664,0.0022126671],"category_scores_gemma":[0.0040823836,0.0003904032,0.0006056328,0.0005958195,0.0004742793,0.000609702,0.00064553693,0.0006023518,0.00074213505],"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":[0.000051892886,0.00008845666,0.0027491935,0.00017463182,0.000029005165,0.000085569474,0.00008417049,0.9485772,0.018015444,0.0024688174,0.0004956307,0.027179904],"study_design_scores_gemma":[0.000008168907,0.0000603066,0.0009655914,0.000022417618,0.000007662628,0.000030441066,0.00003253009,0.99139726,0.005583096,0.0007308239,0.0011503687,0.000011313102],"about_ca_topic_score_codex":0.002730637,"about_ca_topic_score_gemma":0.0020850464,"teacher_disagreement_score":0.002730637,"about_ca_system_score_codex":0.00059446774,"about_ca_system_score_gemma":0.0006748668,"threshold_uncertainty_score":0.007402122},"labels":[],"label_agreement":null},{"id":"W7034592366","doi":"","title":"Wind uplift performance of roofing systems with vapour barrier","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Moisture; Humidity; Wind speed; Stress (linguistics); Water vapor; Airflow","score_opus":0.007017406995888222,"score_gpt":0.1842923698883782,"score_spread":0.17727496289248998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034592366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99954295,0.00006552799,0.0002801913,0.0000020743205,0.0000032704647,0.000006202015,0.000018423763,0.000011771984,0.000069747664],"genre_scores_gemma":[0.9986771,0.00006551151,0.00076496764,0.0000032510795,0.0000022333966,0.000006668295,0.00009606957,0.0000069147527,0.00037731318],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966896,0.00005869367,0.000029711166,0.000048069403,0.00012695123,0.000067737536],"domain_scores_gemma":[0.9994554,0.000114712966,0.0000952427,0.000059491984,0.00020067558,0.00007462735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036453758,0.00036312468,0.000361042,0.00029171386,0.0003139105,0.00031578442,0.00024196372,0.00030441096,0.00080032536],"category_scores_gemma":[0.0008382126,0.00019056081,0.00026699642,0.00018258514,0.00017185218,0.00032156834,0.00023984301,0.00025777848,0.00021277898],"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":[0.0004894244,0.000111627705,0.0035520184,0.00008219999,0.000020415291,0.000074460004,0.000120675424,0.001481759,0.9887839,0.000019845993,0.000038832342,0.005224935],"study_design_scores_gemma":[0.000024995843,0.0053410986,0.035836253,0.00001115068,0.000050226827,0.000094076924,0.0001506557,0.005692173,0.95219666,0.000011566313,0.00057596166,0.000015235243],"about_ca_topic_score_codex":0.0018441008,"about_ca_topic_score_gemma":0.0023554314,"teacher_disagreement_score":0.0018441008,"about_ca_system_score_codex":0.00019806519,"about_ca_system_score_gemma":0.00012176879,"threshold_uncertainty_score":0.0036667585},"labels":[],"label_agreement":null},{"id":"W7034638054","doi":"","title":"US Electric Motors Market Share Expected to Reach $42.07 billion by 2029 – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Market share; Electric utility; Electric motor; Order (exchange)","score_opus":0.003752357263666744,"score_gpt":0.18945037586965058,"score_spread":0.18569801860598384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034638054","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":[0.0040552034,0.0017992968,0.0010853597,0.010808819,0.0016515929,0.00015621065,0.16933793,0.0018945866,0.80921096],"genre_scores_gemma":[0.012569372,0.0017688554,0.000691296,0.0013796279,0.00019932596,0.000085760425,0.054579444,0.00036934082,0.9283569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994779,0.000012977193,0.000008480462,0.000037994403,0.00035778186,0.00010481531],"domain_scores_gemma":[0.9990496,0.000026460211,0.00002553069,0.000018240273,0.00073160493,0.00014862783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003873873,0.00077215297,0.00024063,0.0012550283,0.0010130556,0.0020792899,0.0007116243,0.0011566238,0.15334894],"category_scores_gemma":[0.0010566139,0.00027043145,0.00040815398,0.0018389306,0.00033228673,0.001394334,0.00073723076,0.0012982386,0.08784977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017540035,0.000010748545,0.00023177137,0.000025864607,0.0000016938668,0.0000083509685,0.0000051921074,0.00006151882,0.00009242538,0.0012056141,0.99126124,0.007078058],"study_design_scores_gemma":[0.000012542053,0.000008931504,0.003717525,0.000029284944,0.0000043912314,0.000014354734,0.00006461082,0.00022967772,0.0003937985,0.00043363715,0.99508494,0.000006348261],"about_ca_topic_score_codex":0.4966629,"about_ca_topic_score_gemma":0.59178776,"teacher_disagreement_score":0.5033371,"about_ca_system_score_codex":0.005803448,"about_ca_system_score_gemma":0.010936389,"threshold_uncertainty_score":0.98754406},"labels":[],"label_agreement":null},{"id":"W7035726971","doi":"","title":"Advancements and changes in the North American commercial roofing industry","year":2007,"lang":"en","type":"article","venue":"NPARC","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":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"Public Works and Government Services Canada","keywords":"Roof; Building envelope; Envelope (radar); Building design; High rise","score_opus":0.01479214307237695,"score_gpt":0.2515494395842994,"score_spread":0.23675729651192243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035726971","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":[0.31131163,0.04201863,0.00935412,0.22796728,0.00661466,0.0001219362,0.00044552312,0.0004913097,0.40167493],"genre_scores_gemma":[0.6654949,0.053671107,0.018963227,0.02782847,0.0020117478,0.00009894495,0.00069975475,0.00028461515,0.23094724],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956809,0.00063074357,0.00020645214,0.00060734863,0.0022215603,0.00065296626],"domain_scores_gemma":[0.99184275,0.0008622288,0.0004457634,0.0003003271,0.0048835105,0.0016654563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072251423,0.00031748338,0.00020334883,0.0018260317,0.0032822997,0.003508693,0.0012967817,0.0017927744,0.010806912],"category_scores_gemma":[0.0047878292,0.00023998688,0.00031754482,0.0030145638,0.0021667122,0.0028896127,0.002103578,0.0028456347,0.0022192323],"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":[0.0002907824,0.001380059,0.024460582,0.0005290042,0.00002144869,0.00086277176,0.008684889,0.0010996318,0.008653077,0.123629086,0.1759924,0.6543963],"study_design_scores_gemma":[0.0000057266016,0.00010283537,0.032077957,0.0001255671,0.0000068219692,0.00027962352,0.0060754255,0.0004059425,0.0014071777,0.0018857198,0.95760024,0.00002688345],"about_ca_topic_score_codex":0.052881602,"about_ca_topic_score_gemma":0.13579305,"teacher_disagreement_score":0.052881602,"about_ca_system_score_codex":0.006720627,"about_ca_system_score_gemma":0.011313557,"threshold_uncertainty_score":0.1051476},"labels":[],"label_agreement":null},{"id":"W7038166738","doi":"","title":"Field determination and modeling of load paths in wood light-frame structures","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations; Commonwealth Scientific and Industrial Research Organisation; Institute for Catastrophic Loss Reduction","keywords":"Field (mathematics); Power (physics); Context (archaeology)","score_opus":0.010313377978723011,"score_gpt":0.2319737176564753,"score_spread":0.22166033967775228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038166738","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":[0.412146,0.0002501885,0.5723523,0.0002441499,0.000053886397,0.00011834624,0.00039568223,0.000926826,0.0135126915],"genre_scores_gemma":[0.9665072,0.00016377757,0.026844962,0.000013589664,0.000008495221,0.00007088725,0.00023196886,0.00006230979,0.006096852],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991715,0.000016033571,0.0000034841466,0.000021435657,0.000024766538,0.000017119388],"domain_scores_gemma":[0.9998024,0.00010206763,0.000019095376,0.000017583048,0.000043500288,0.000015421258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033321045,0.0004506009,0.0003204058,0.0006763516,0.0004924346,0.00085141836,0.0006850714,0.00102219,0.0025216113],"category_scores_gemma":[0.00075515045,0.00035487165,0.00054357306,0.0004140889,0.00039586923,0.00076578395,0.00027852948,0.00039377282,0.00044299185],"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":[0.000032215976,0.00004503095,0.002119998,0.000023771205,0.0000047635717,0.00004370518,0.000069919115,0.98023945,0.0023999403,0.001516404,0.00031265873,0.013192171],"study_design_scores_gemma":[0.0000027184153,0.00000804986,0.00047506797,0.0000023127263,0.000001277746,0.0000043460914,0.000016672016,0.99860555,0.00042531264,0.0002803472,0.00017534077,0.0000030751962],"about_ca_topic_score_codex":0.023974266,"about_ca_topic_score_gemma":0.020230608,"teacher_disagreement_score":0.023974266,"about_ca_system_score_codex":0.0006912124,"about_ca_system_score_gemma":0.00093667273,"threshold_uncertainty_score":0.04766947},"labels":[],"label_agreement":null},{"id":"W70427570","doi":"10.1007/978-0-387-68854-1_11","title":"A Numerical Study of Recirculation Processes in the Lower Fraser Valley (British Columbia, Canada)","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mesoscale meteorology; Geography; Shore; Population; Boundary layer; Environmental science; Physical geography; Geology; Oceanography; Meteorology; Demography","score_opus":0.01654523565672309,"score_gpt":0.21344448157983467,"score_spread":0.1968992459231116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70427570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759209,0.00045636715,0.0016505952,0.00030563513,0.00003257513,0.000044823326,0.00096704287,0.00013132098,0.020490715],"genre_scores_gemma":[0.9875234,0.0003113774,0.00227646,0.000046776433,0.00000452076,0.000028828325,0.0004651662,0.00004523936,0.009298326],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998604,0.000010510466,0.0000047905396,0.000023042116,0.00003262986,0.00006857124],"domain_scores_gemma":[0.99966764,0.00010615497,0.000017390876,0.000011373261,0.00014146107,0.000055983874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013750115,0.00041417434,0.00050332,0.0007238153,0.0030291998,0.002144353,0.0016873828,0.0013830892,0.0041165412],"category_scores_gemma":[0.0009949972,0.00047641076,0.0004429053,0.002074385,0.00094453816,0.00051964354,0.000499144,0.00087983505,0.00038827056],"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":[0.00025573184,0.00032514642,0.048500806,0.00015857065,0.000049299924,0.00087053276,0.0009838963,0.8980536,0.004060706,0.0049082628,0.010540502,0.03129301],"study_design_scores_gemma":[0.00007448011,0.000055314933,0.041751683,0.00004673816,0.000038167793,0.00008243339,0.0019695547,0.94985473,0.0011427941,0.0008539227,0.0040687374,0.0000613715],"about_ca_topic_score_codex":0.98761404,"about_ca_topic_score_gemma":0.9854752,"teacher_disagreement_score":0.013244385,"about_ca_system_score_codex":0.013244385,"about_ca_system_score_gemma":0.011734351,"threshold_uncertainty_score":0.096095145},"labels":[],"label_agreement":null},{"id":"W7044108110","doi":"","title":"Wind-RCI - Un nouvel outil internet pour calculer les charges dues au vent exercées sur les toits","year":2008,"lang":"fr","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Internet access; Government (linguistics); Boom","score_opus":0.031553646468896926,"score_gpt":0.22019129624897635,"score_spread":0.1886376497800794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044108110","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030023178,0.0007930723,0.6450607,0.00030775295,0.00067864056,0.0005432092,0.044861235,0.18800655,0.089725725],"genre_scores_gemma":[0.23543,0.0011525889,0.5391939,0.0002420719,0.0003848672,0.0014991211,0.05551205,0.041562982,0.12502243],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994917,0.00007638486,0.000039143597,0.000055009714,0.0003084881,0.000029228675],"domain_scores_gemma":[0.9987919,0.00045802147,0.00009254507,0.00017039038,0.00043714175,0.000050117902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005317582,0.0014302935,0.0010395205,0.0022031288,0.0004542198,0.0014043909,0.0015194599,0.0007737177,0.06429994],"category_scores_gemma":[0.002346251,0.00072036724,0.0008674378,0.001760608,0.0001525622,0.0020822056,0.0005654325,0.00082997035,0.018567247],"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":[0.0005639295,0.00036698292,0.010096126,0.0010330218,0.00021537322,0.00034815795,0.0002797482,0.08304154,0.01710939,0.014241222,0.26176348,0.61094105],"study_design_scores_gemma":[0.0003645481,0.00022735495,0.012565729,0.00029119267,0.00016723033,0.0005388771,0.00016534493,0.6663145,0.05928901,0.01009833,0.24970675,0.00027114432],"about_ca_topic_score_codex":0.005497415,"about_ca_topic_score_gemma":0.0087587545,"teacher_disagreement_score":0.06429994,"about_ca_system_score_codex":0.00040701655,"about_ca_system_score_gemma":0.00061432295,"threshold_uncertainty_score":0.21510476},"labels":[],"label_agreement":null},{"id":"W7045134595","doi":"","title":"Análise numérica e experimental do efeito dinâmico do vento em torres metálicas treliçadas para telecomunicações.","year":2000,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind speed; Relative humidity; Air temperature; Wind profile power law; Base (topology); Work (physics)","score_opus":0.011071095700211168,"score_gpt":0.23801537568552406,"score_spread":0.22694427998531289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045134595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9496643,0.00076180807,0.04245615,0.00010209729,0.00010805839,0.00018287456,0.00068033877,0.00054618967,0.005498098],"genre_scores_gemma":[0.9774341,0.00030097322,0.019387148,0.000021827185,0.00000745505,0.00011836079,0.000314222,0.000053082087,0.0023628043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927706,0.00013884186,0.0000510911,0.00016715948,0.00028704442,0.0000787644],"domain_scores_gemma":[0.99710315,0.0016449895,0.00021328873,0.00033457615,0.0006414563,0.00006250919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008658923,0.00070264505,0.0006995362,0.00060527556,0.00041306362,0.0007764028,0.0005278989,0.0008615367,0.0036440713],"category_scores_gemma":[0.0030168635,0.0003985469,0.0007687239,0.000806228,0.0004123238,0.0006978944,0.00042123848,0.0006485973,0.0005020533],"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":[0.003572639,0.0008432739,0.02766099,0.0024774184,0.00026705567,0.0005893882,0.00090028206,0.18925788,0.6105308,0.0016700653,0.0015635549,0.16066657],"study_design_scores_gemma":[0.00022794183,0.010228664,0.111564465,0.000176911,0.00057112635,0.00053618796,0.0019262321,0.37260175,0.4867105,0.0017615728,0.013434802,0.00025985047],"about_ca_topic_score_codex":0.0031135147,"about_ca_topic_score_gemma":0.005586732,"teacher_disagreement_score":0.0036440713,"about_ca_system_score_codex":0.0005441904,"about_ca_system_score_gemma":0.0003098439,"threshold_uncertainty_score":0.01219064},"labels":[],"label_agreement":null},{"id":"W7046098970","doi":"","title":"Contribution to the Exposure Assessment for the Evaluation of Wind Effects on Buildings","year":2022,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind engineering; Fetch; Terrain; Wind tunnel; Wind power; Upstream (networking); Prevailing winds; Impact assessment; Building code","score_opus":0.02308758223011627,"score_gpt":0.3136683635397747,"score_spread":0.2905807813096584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046098970","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":[0.06315966,0.02752303,0.7043592,0.008872739,0.0036174026,0.00081257505,0.0014955095,0.0008116414,0.18934828],"genre_scores_gemma":[0.5607055,0.040898964,0.25814354,0.001762798,0.0024132917,0.00048533012,0.0024386286,0.00055950356,0.13259244],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99717414,0.0006318504,0.00009399601,0.00023847206,0.0017797353,0.0000817175],"domain_scores_gemma":[0.99563736,0.0007149716,0.00012328316,0.00032758925,0.0030292072,0.00016758851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030263641,0.0007663873,0.0004701678,0.001453797,0.00049873645,0.001851506,0.0005339956,0.0008985179,0.006974498],"category_scores_gemma":[0.0036756403,0.00026513904,0.0007971917,0.00084868545,0.00046069306,0.0011563358,0.00198457,0.0012216769,0.0023600997],"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":[0.00009802393,0.0002648252,0.0091672875,0.0007947901,0.00011275342,0.0001667774,0.00038304023,0.04120675,0.018953566,0.018343095,0.03382028,0.8766889],"study_design_scores_gemma":[0.00004714322,0.0007287368,0.036494784,0.0013428868,0.00033282567,0.0007229761,0.0010606633,0.16597041,0.05249696,0.03615559,0.70438415,0.00026282092],"about_ca_topic_score_codex":0.0041987156,"about_ca_topic_score_gemma":0.0040910025,"teacher_disagreement_score":0.006974498,"about_ca_system_score_codex":0.0010967333,"about_ca_system_score_gemma":0.002559282,"threshold_uncertainty_score":0.023332},"labels":[],"label_agreement":null},{"id":"W7095678176","doi":"","title":"NWA Electronic Journal of Operational Meteorology","year":2007,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trajectory; Lagrangian; Event (particle physics); RADIUS; Stochastic modelling; Stochastic process","score_opus":0.00609673077893008,"score_gpt":0.22592006245323784,"score_spread":0.21982333167430776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095678176","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":[0.013043021,0.0031830214,0.017784454,0.002796144,0.006380731,0.00047846098,0.02089381,0.004415632,0.93102473],"genre_scores_gemma":[0.09029375,0.004637148,0.019292926,0.00073216564,0.0021730787,0.00047325075,0.03247729,0.0019734746,0.8479469],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990609,0.0001570429,0.00013261431,0.00013379139,0.00043101778,0.00008469503],"domain_scores_gemma":[0.9979533,0.0002261633,0.00024432127,0.00059168873,0.00068415614,0.00030024414],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013804599,0.000693901,0.00079471833,0.0015458954,0.0006128796,0.0046513355,0.0010010345,0.0007898694,0.29480302],"category_scores_gemma":[0.0035001207,0.00028172662,0.00026565572,0.0028572008,0.0005635252,0.00192191,0.0016419378,0.00087174226,0.2705521],"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":[0.00019846036,0.00015865771,0.004127411,0.00039147798,0.000031026735,0.00022124665,0.00019416018,0.0010926302,0.0036618607,0.008505499,0.47698087,0.5044367],"study_design_scores_gemma":[0.00003181325,0.000027759663,0.004384207,0.0000686114,0.000006248399,0.00009769016,0.0001428229,0.0024788207,0.00027484083,0.0018506317,0.9906254,0.0000112500475],"about_ca_topic_score_codex":0.008287388,"about_ca_topic_score_gemma":0.005005694,"teacher_disagreement_score":0.705197,"about_ca_system_score_codex":0.0007527647,"about_ca_system_score_gemma":0.0015665435,"threshold_uncertainty_score":0.98621434},"labels":[],"label_agreement":null},{"id":"W7095742179","doi":"","title":"Hybrid Ventilation Of Canadian NonDomestic Buildings : A Procedure For Assessing","year":2000,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural ventilation; Ventilation (architecture); HVAC; Microclimate; Energy recovery ventilation; Airflow; Transient (computer programming)","score_opus":0.010131913447939846,"score_gpt":0.22869735751385634,"score_spread":0.2185654440659165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095742179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623242,0.00024642918,0.023593659,0.000019919622,0.0000084311605,0.0004800991,0.001664503,0.00011867146,0.011544167],"genre_scores_gemma":[0.97062635,0.00016569239,0.025258906,0.0000072331086,0.0000016971081,0.00017093409,0.0010018087,0.000021721657,0.0027456433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996081,0.000032777054,0.000015603233,0.00005204953,0.00023853059,0.00005290203],"domain_scores_gemma":[0.99972063,0.000033920478,0.00003136536,0.000015574155,0.0001752136,0.000023322167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042727936,0.00064881647,0.00023848236,0.0015066299,0.0013082293,0.0005112489,0.00055975147,0.0002127729,0.0016782201],"category_scores_gemma":[0.0009547531,0.00014380775,0.00036814157,0.0015195409,0.00031647764,0.00021913784,0.0005648125,0.00019234372,0.0001383968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011900921,0.00030545387,0.40320092,0.0005049849,0.00021201881,0.00047973456,0.0024160615,0.06578438,0.14199778,0.0059160297,0.0018715725,0.37612098],"study_design_scores_gemma":[0.000028929351,0.00044653882,0.8522718,0.000034509514,0.00013243641,0.00016210611,0.002038982,0.09600457,0.03977893,0.00083448936,0.0081744455,0.00009232864],"about_ca_topic_score_codex":0.8383554,"about_ca_topic_score_gemma":0.9477455,"teacher_disagreement_score":0.16164458,"about_ca_system_score_codex":0.0047530723,"about_ca_system_score_gemma":0.0050758044,"threshold_uncertainty_score":0.32519305},"labels":[],"label_agreement":null},{"id":"W7095890138","doi":"","title":"Dynamic Wind Uplift Performance of Thermoplastic","year":2007,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welding; Wind engineering; Thermoplastic; Lift (data mining); Stress (linguistics); Dynamic stress","score_opus":0.0043469153200412,"score_gpt":0.20044792359007926,"score_spread":0.19610100827003807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095890138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989613,0.00012423158,0.00036355492,0.0000044389526,0.0000069502985,0.000005423362,0.000054829667,0.000020721402,0.00045863114],"genre_scores_gemma":[0.99808013,0.00011389672,0.00038328752,0.000005041608,0.0000020307614,0.000003961625,0.00012270482,0.000007682067,0.0012811964],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987626,0.000009211382,0.000008738586,0.000020879459,0.000052726507,0.00003222059],"domain_scores_gemma":[0.9998241,0.00003089828,0.00003200463,0.000016142541,0.00006115112,0.000035719786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017529353,0.00020305511,0.00021293078,0.00024729015,0.00017051245,0.00021595992,0.0001596584,0.00019034035,0.0024115704],"category_scores_gemma":[0.00028750818,0.00010705455,0.00019785116,0.0001879979,0.000098838944,0.0002790933,0.00015652544,0.00017054561,0.00036700215],"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":[0.00050196104,0.000062173865,0.0012903523,0.00006983779,0.000009151101,0.00006467211,0.000050686165,0.0012565631,0.98712015,0.00004681614,0.00008352616,0.009444057],"study_design_scores_gemma":[0.000014747751,0.001423897,0.011726456,0.0000065315558,0.000015615089,0.000051206156,0.00005705621,0.0046005906,0.9812058,0.000015356178,0.0008742622,0.000008576771],"about_ca_topic_score_codex":0.0011441071,"about_ca_topic_score_gemma":0.0019449234,"teacher_disagreement_score":0.0024115704,"about_ca_system_score_codex":0.0001482764,"about_ca_system_score_gemma":0.00011561003,"threshold_uncertainty_score":0.008067548},"labels":[],"label_agreement":null},{"id":"W7097001536","doi":"","title":"WIND TUNNEL MEASUREMENT AND ASSESSMENT ON THE PEDESTRIAN WIND ENVIRONMENT – A CASE STUDY OF JINYING HIGH RISE BUILDING IN TAIPEI","year":2015,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Weibull distribution; Wind speed; Wind tunnel; Wind direction; Statistical analysis","score_opus":0.06957639562029475,"score_gpt":0.2702060182916633,"score_spread":0.20062962267136855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097001536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99893326,0.0000055691467,0.00080447574,0.000004454425,0.000001141628,0.000008325407,0.000025020407,0.000005378445,0.00021237532],"genre_scores_gemma":[0.9982534,0.000015716601,0.0014629638,0.0000028092584,9.4455305e-7,0.000008061078,0.000046806108,0.0000017827738,0.0002075746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99982893,0.000044181685,0.00001223208,0.000032256572,0.00005079474,0.000031575044],"domain_scores_gemma":[0.99974066,0.00005603459,0.000035756988,0.00004571836,0.000088828485,0.000033038883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004105782,0.00024088642,0.00021509046,0.0003299419,0.00045393672,0.0002193565,0.00027005607,0.0003387144,0.00041688696],"category_scores_gemma":[0.0002919401,0.00013335209,0.0002339165,0.0003706351,0.00024793608,0.00025878567,0.00024403333,0.00018431421,0.00006762513],"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":[0.00043953492,0.0008565416,0.7575398,0.00029825815,0.000101855214,0.009935342,0.008326193,0.018296054,0.15899736,0.0005124912,0.00054651755,0.044150036],"study_design_scores_gemma":[0.000024717414,0.0012568489,0.93522,0.000028374026,0.00006846679,0.0014371265,0.010334284,0.027809998,0.022340942,0.00015097245,0.0012735581,0.0000547797],"about_ca_topic_score_codex":0.006562577,"about_ca_topic_score_gemma":0.02448278,"teacher_disagreement_score":0.006562577,"about_ca_system_score_codex":0.00020790093,"about_ca_system_score_gemma":0.00031767896,"threshold_uncertainty_score":0.013048768},"labels":[],"label_agreement":null},{"id":"W7097042320","doi":"","title":"University of Alberta Quantifying Methane Emission from Surface Sources using the Backward Lagrangian Stochastic Method","year":2016,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Flux (metallurgy); Lagrangian; Surface (topology); Dispersion (optics); Subject (documents); Stochastic process; Methane; Estimation","score_opus":0.03379455252382202,"score_gpt":0.26025374414980157,"score_spread":0.22645919162597955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097042320","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":[0.17985938,0.015195419,0.51325965,0.0053623654,0.0018960041,0.00046581952,0.0249557,0.0063664727,0.25263914],"genre_scores_gemma":[0.5287121,0.007909683,0.37045044,0.00040013337,0.00020219068,0.00016892084,0.009677864,0.0006090027,0.08186967],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99953115,0.00005007719,0.000009263648,0.00006113192,0.0003094993,0.0000388683],"domain_scores_gemma":[0.99941695,0.000102075675,0.0000369597,0.000034919965,0.00036301932,0.00004613297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084101077,0.0006093563,0.00033981312,0.0012366463,0.00085328106,0.0014962722,0.0007832428,0.00054088654,0.0042935456],"category_scores_gemma":[0.0011409954,0.00031809902,0.00034775204,0.0015415876,0.00038691433,0.00032149447,0.00078011357,0.00066984375,0.001231692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090850005,0.00020698694,0.0256162,0.0008987999,0.00014431658,0.00051058485,0.00036934426,0.24549435,0.05374304,0.026638526,0.0714059,0.57406336],"study_design_scores_gemma":[0.00011877359,0.00015056547,0.035121065,0.0003562498,0.0001056891,0.00019881579,0.00035718994,0.7230539,0.04158515,0.011574586,0.18718491,0.00019302792],"about_ca_topic_score_codex":0.66076994,"about_ca_topic_score_gemma":0.6770035,"teacher_disagreement_score":0.66076994,"about_ca_system_score_codex":0.0030161436,"about_ca_system_score_gemma":0.00891748,"threshold_uncertainty_score":0.68245566},"labels":[],"label_agreement":null},{"id":"W7097238252","doi":"","title":"ENVIRONMENT AND BEHAVIOR / March 2001Zacharias et al. / MICROCLIMATE AND DOWNTOWN OPEN SPACE MICROCLIMATE AND DOWNTOWN OPEN SPACE ACTIVITY","year":2016,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Microclimate; Beijing; Open air; Snow; Space (punctuation); Vegetation (pathology)","score_opus":0.020780721772696145,"score_gpt":0.27414943862923397,"score_spread":0.25336871685653783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097238252","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535526,0.0029140422,0.0002623326,0.0018871942,0.00005895488,0.000021488398,0.0003221267,0.0000104287965,0.040970773],"genre_scores_gemma":[0.9877071,0.0010618799,0.00017020566,0.00019971911,0.000017624183,0.000008763672,0.00013612105,0.0000046011132,0.010693967],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998386,0.000037609687,0.0000051592456,0.000027091824,0.00004281399,0.000048761885],"domain_scores_gemma":[0.99966,0.000049827715,0.00005067339,0.000018163122,0.00007759171,0.00014380584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026181687,0.00013908779,0.00011446624,0.0002093323,0.00053390657,0.001075031,0.00011622183,0.00019159127,0.012206385],"category_scores_gemma":[0.0006294334,0.00009939829,0.00010810562,0.00014787907,0.00043343788,0.00028350388,0.0005376731,0.00032619282,0.0007521936],"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":[0.00018242064,0.0005261499,0.9113639,0.00011583823,0.0001116607,0.0002175016,0.005436975,0.00015830007,0.0014322969,0.002468939,0.007894551,0.070091575],"study_design_scores_gemma":[0.000003557782,0.00004312278,0.98767054,0.000024162664,0.000014329401,0.000070595976,0.0016162633,0.00006289238,0.00013478742,0.0002310816,0.010125046,0.0000036765305],"about_ca_topic_score_codex":0.03591686,"about_ca_topic_score_gemma":0.10299159,"teacher_disagreement_score":0.9877936,"about_ca_system_score_codex":0.00078109885,"about_ca_system_score_gemma":0.00053766445,"threshold_uncertainty_score":0.0714156},"labels":[],"label_agreement":null},{"id":"W7097858506","doi":"","title":"Canada A Distributed Drag Force Approach for the Numerical Simulation of Urban Flows","year":2004,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drag; Turbulence; Momentum (technical analysis); Dissipation; Computer simulation; Drag coefficient; Sink (geography); Wind speed","score_opus":0.009750311442062119,"score_gpt":0.20672823990561812,"score_spread":0.196977928463556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097858506","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":[0.030524626,0.0006218225,0.9482553,0.00060969475,0.0002637951,0.00010656172,0.00041030126,0.00071499904,0.0184929],"genre_scores_gemma":[0.48159435,0.0010347854,0.47921297,0.00023413272,0.00015701789,0.0005526918,0.0005188095,0.00026159926,0.03643371],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986553,0.000030470213,0.0000062617933,0.000023986633,0.000057891666,0.000015793785],"domain_scores_gemma":[0.9998976,0.000028036678,0.000009330291,0.000012147936,0.000037177822,0.000015671201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002419201,0.0005183793,0.00040787223,0.0003646577,0.00059653743,0.0007788055,0.001032294,0.0008910456,0.0037387062],"category_scores_gemma":[0.0005684266,0.0002490171,0.000551835,0.00044066025,0.0005503115,0.0005678808,0.0009191989,0.00064979703,0.0006880298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002127452,0.000025507863,0.00044122903,0.000024781066,0.000016687276,0.00006181861,0.000032081625,0.9583836,0.0018633408,0.023390021,0.0013966289,0.014343078],"study_design_scores_gemma":[0.000008449965,0.0000063979305,0.00005352755,0.0000027888398,0.0000020078794,0.000006798453,0.000004220265,0.99450266,0.00017690027,0.0023892678,0.002843982,0.0000029927703],"about_ca_topic_score_codex":0.035503283,"about_ca_topic_score_gemma":0.034078594,"teacher_disagreement_score":0.96449673,"about_ca_system_score_codex":0.0009830784,"about_ca_system_score_gemma":0.0014073404,"threshold_uncertainty_score":0.07059324},"labels":[],"label_agreement":null},{"id":"W7106302892","doi":"10.1007/978-3-032-01078-0_2","title":"A Novel Hybrid Machine Learning Model for Rapid Prediction of Urban Wind Flow","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computational fluid dynamics; Probabilistic logic; Artificial neural network; Dimensionality reduction; Flow (mathematics); Airflow; Curse of dimensionality; Wind power","score_opus":0.00883355907110802,"score_gpt":0.18164069354136714,"score_spread":0.1728071344702591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106302892","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":[0.03949352,0.0009943452,0.9539576,0.00020621797,0.0002927359,0.00004802883,0.00024698154,0.0018700581,0.002890459],"genre_scores_gemma":[0.7296807,0.0006384619,0.2538938,0.00029243002,0.00021786896,0.00028727538,0.0010088211,0.00016196052,0.013818754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998518,0.00002743039,0.000010467573,0.000049819697,0.000040370043,0.000019978314],"domain_scores_gemma":[0.99972755,0.00012682482,0.000017542992,0.000019474868,0.0000963443,0.000012317084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048623985,0.0006555998,0.0008810603,0.00038280303,0.00036461858,0.0007095852,0.0012079823,0.0010302077,0.002370944],"category_scores_gemma":[0.0006511599,0.00035802496,0.0005919478,0.00052544184,0.0002077642,0.00079859636,0.00059160544,0.00090964336,0.0008661366],"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":[0.0001941221,0.00014764059,0.00078354037,0.00007013995,0.00010632844,0.0000711943,0.000022002843,0.7594302,0.0070169787,0.0015012673,0.0031598122,0.22749674],"study_design_scores_gemma":[0.000002372561,0.000010901817,0.000057165907,0.0000010125214,0.0000037564203,0.0000034522207,7.0758097e-7,0.9994103,0.00025722958,0.00010743825,0.00014405744,0.0000017771983],"about_ca_topic_score_codex":0.010033988,"about_ca_topic_score_gemma":0.011086727,"teacher_disagreement_score":0.010033988,"about_ca_system_score_codex":0.00037555778,"about_ca_system_score_gemma":0.0005335868,"threshold_uncertainty_score":0.019951165},"labels":[],"label_agreement":null},{"id":"W7106316527","doi":"10.1007/978-3-032-01078-0_27","title":"Visualization of Surface Pressure and Flow Field Dynamics Induced by Vortex Shedding Around Tall Buildings","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vortex shedding; Vortex; Large eddy simulation; Dynamic mode decomposition; Inflow; Flow (mathematics); Surface pressure; Turbulence; Flow visualization; Vector field","score_opus":0.004227142261535181,"score_gpt":0.20179558027381717,"score_spread":0.197568438012282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106316527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834546,0.00019595609,0.009602802,0.0000755491,0.000026170272,0.000018708686,0.00022513213,0.00041197913,0.005989075],"genre_scores_gemma":[0.99568486,0.00009873117,0.0028874865,0.000008366202,0.000014495327,0.0000050809244,0.00010345083,0.00002656267,0.001170922],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999579,0.0000048147513,9.216093e-7,0.0000056602694,0.000016251724,0.00001444389],"domain_scores_gemma":[0.9998872,0.000045653083,0.000011519526,0.0000072266944,0.00001773429,0.000030604373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006659575,0.00022813397,0.00022474548,0.00045691594,0.00023827166,0.0004511216,0.00018102619,0.00023574823,0.0022922559],"category_scores_gemma":[0.00014796638,0.00017144512,0.00012738099,0.0004196773,0.0001908028,0.00027323747,0.0003262385,0.00044287258,0.00011390136],"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":[0.0013673978,0.0003907796,0.018809011,0.00028688918,0.00006215696,0.0031249537,0.0017591751,0.0837109,0.7617164,0.0047624367,0.0055971663,0.11841268],"study_design_scores_gemma":[0.00012157877,0.0006685902,0.32950374,0.00008239629,0.000055107896,0.0011713069,0.0019423221,0.5866816,0.0690405,0.0031679245,0.0074709356,0.0000940849],"about_ca_topic_score_codex":0.0015633501,"about_ca_topic_score_gemma":0.0020110789,"teacher_disagreement_score":0.0022922559,"about_ca_system_score_codex":0.00016574204,"about_ca_system_score_gemma":0.00017601156,"threshold_uncertainty_score":0.0076683164},"labels":[],"label_agreement":null},{"id":"W7106328629","doi":"10.1007/978-3-032-01078-0_20","title":"Advancing Performance-Based Wind Design: Bridging the Gap Between Seismic Insights and Novel Strategies for Tall Building Resilience","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Wind engineering; Wind tunnel; Probabilistic logic; Work (physics); Wind power; Seismic analysis; Bridging (networking); Resilience (materials science)","score_opus":0.011994954614060103,"score_gpt":0.21107489855230568,"score_spread":0.19907994393824557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106328629","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":[0.041224334,0.0029537508,0.84116536,0.0046972707,0.0004362557,0.000032880365,0.00008264129,0.0004075956,0.10899999],"genre_scores_gemma":[0.82769763,0.004868008,0.12860109,0.00034612056,0.00031958576,0.00006269192,0.00011213996,0.0003044354,0.037688266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99984145,0.000034389774,0.000005621557,0.000022455775,0.00006717554,0.000028910941],"domain_scores_gemma":[0.99976534,0.00008499539,0.000030775274,0.000033500393,0.000039886643,0.00004553382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004968018,0.0007713373,0.00040233872,0.00034939713,0.00047989862,0.0018946835,0.000836088,0.00086323766,0.007244572],"category_scores_gemma":[0.00095778937,0.0002787614,0.00022113473,0.0002758332,0.0011967476,0.0028717646,0.0016414344,0.0011805327,0.0011703772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039123322,0.000072274954,0.0007625379,0.00021727665,0.000021665539,0.00011166506,0.0003727444,0.305002,0.013260881,0.4431187,0.007777705,0.2292435],"study_design_scores_gemma":[0.000011306672,0.00016038763,0.00093144085,0.00016574834,0.000023272974,0.0000947507,0.00068127987,0.3346875,0.00567984,0.59595877,0.0615716,0.00003401543],"about_ca_topic_score_codex":0.00051925064,"about_ca_topic_score_gemma":0.001906025,"teacher_disagreement_score":0.007244572,"about_ca_system_score_codex":0.00048332795,"about_ca_system_score_gemma":0.0006650999,"threshold_uncertainty_score":0.024235487},"labels":[],"label_agreement":null},{"id":"W7106340675","doi":"10.1007/978-3-032-01078-0_25","title":"A Study on Peak Pressure Estimation for High-Rise Buildings Without Extended Wind Tunnel Duration","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Duration (music); Estimation; Gumbel distribution; Wind tunnel; Pressure measurement; Wind speed; Cladding (metalworking); Wind engineering","score_opus":0.00816952309290501,"score_gpt":0.22123226766233947,"score_spread":0.21306274456943447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106340675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88398105,0.0009966394,0.11203002,0.000040027255,0.000042255764,0.000028026072,0.00024321336,0.00014081078,0.0024979215],"genre_scores_gemma":[0.98697263,0.00030057918,0.011460409,0.000007158187,0.000032779582,0.0000076788965,0.0003117155,0.000026277768,0.0008807186],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943835,0.0001837286,0.000035824905,0.00015070743,0.00013866035,0.000052680352],"domain_scores_gemma":[0.99693716,0.002371999,0.00008858936,0.00015903168,0.0004035497,0.000039741997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077351317,0.00044326726,0.00040774565,0.0005644563,0.00024295565,0.0006173904,0.00057316246,0.00042535592,0.00082341],"category_scores_gemma":[0.0027140586,0.00022372545,0.00052857434,0.00083818386,0.00016713735,0.0011146299,0.0002057791,0.00032243188,0.00013856357],"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":[0.00196873,0.0007381376,0.12756394,0.001246395,0.00031212476,0.0015059119,0.00073710707,0.3416887,0.07091563,0.0035460691,0.0016465066,0.44813076],"study_design_scores_gemma":[0.000010981027,0.0005993131,0.0896568,0.000032955413,0.00013881858,0.0003912726,0.000422432,0.8939446,0.013301327,0.00036793205,0.0010938171,0.000039845607],"about_ca_topic_score_codex":0.006799212,"about_ca_topic_score_gemma":0.003197306,"teacher_disagreement_score":0.006799212,"about_ca_system_score_codex":0.00018377091,"about_ca_system_score_gemma":0.00024077669,"threshold_uncertainty_score":0.013519287},"labels":[],"label_agreement":null},{"id":"W7108464484","doi":"10.1016/j.jweia.2025.106304","title":"LES of wind-induced pressures and flow structures around tandem buildings","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; University of Toronto; Innovation, Science and Economic Development Canada","keywords":"Tandem; Flow (mathematics); Flow conditions; Flow properties","score_opus":0.013423417991048759,"score_gpt":0.21811796951074738,"score_spread":0.20469455151969862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108464484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946142,0.000028817007,0.0041256025,0.000014546148,0.0000061211176,0.0000067061032,0.000101512705,0.000121234836,0.0009811443],"genre_scores_gemma":[0.9977144,0.000020060448,0.0017464958,0.000004298379,0.000003684475,0.000005813577,0.00013909818,0.000015297202,0.0003508394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989724,0.0000115201365,0.0000057101524,0.000021906122,0.00003874229,0.00002484321],"domain_scores_gemma":[0.9997925,0.00008655989,0.000027227486,0.00002351886,0.000042140924,0.000028005968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016086624,0.00040413902,0.00042062634,0.00038117598,0.00030100523,0.00063661335,0.00028326694,0.00047659877,0.000834889],"category_scores_gemma":[0.00047120088,0.0001853738,0.00023280998,0.0004209793,0.00046753208,0.0005133039,0.0004176889,0.0003565037,0.00013960758],"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":[0.00055353367,0.0003091078,0.041625686,0.00010855098,0.000059251113,0.001054259,0.00048490573,0.7591789,0.17074397,0.0010005035,0.00063359295,0.024247728],"study_design_scores_gemma":[0.000024512785,0.00014687207,0.021939559,0.000008429992,0.000010253005,0.00007052525,0.00025269313,0.96137166,0.015609043,0.00020436372,0.00034192676,0.000020243511],"about_ca_topic_score_codex":0.0022363511,"about_ca_topic_score_gemma":0.002048431,"teacher_disagreement_score":0.0022363511,"about_ca_system_score_codex":0.00022088314,"about_ca_system_score_gemma":0.00033904327,"threshold_uncertainty_score":0.0044466853},"labels":[],"label_agreement":null},{"id":"W7115913666","doi":"10.1016/j.jweia.2025.106313","title":"Simulating high-translation-speed tornado-like vortex effects on building aerodynamics through a rapid traversing system","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Western University","keywords":"Traverse; Aerodynamics; Transient (computer programming); Track (disk drive); Flow (mathematics); Vortex; Translation (biology)","score_opus":0.010111895572199473,"score_gpt":0.206963387721604,"score_spread":0.19685149214940453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115913666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929594,0.000009952652,0.0064674183,0.000007397996,0.000004323905,0.000029961117,0.000044429908,0.000073639596,0.00040341014],"genre_scores_gemma":[0.9965823,0.000013008441,0.0031766903,0.000002207207,8.479065e-7,0.000019892523,0.00004186788,0.000008651814,0.0001545618],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999373,0.000012947794,0.000002998577,0.00001070915,0.000019985719,0.000016087777],"domain_scores_gemma":[0.99987066,0.0000618615,0.000016188713,0.000018715336,0.000017271755,0.000015280024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018260811,0.0002748349,0.0002609852,0.00016236442,0.00023679416,0.00023779711,0.00026544585,0.00028262896,0.00060843106],"category_scores_gemma":[0.0003851905,0.00014269885,0.00021541699,0.00012363485,0.00031865083,0.00018604509,0.00024057635,0.00025576857,0.00008201336],"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":[0.00049090263,0.0003065275,0.012039216,0.00012020308,0.00003084787,0.00046252878,0.00038311115,0.68024373,0.2899424,0.0005963247,0.00018142578,0.015202719],"study_design_scores_gemma":[0.00008457081,0.0010538261,0.018900082,0.0000067663523,0.000016329854,0.00008608254,0.00015090562,0.9222786,0.056594916,0.000116346666,0.0006857057,0.000025862348],"about_ca_topic_score_codex":0.0027003377,"about_ca_topic_score_gemma":0.0031954434,"teacher_disagreement_score":0.0027003377,"about_ca_system_score_codex":0.00022749799,"about_ca_system_score_gemma":0.0003681391,"threshold_uncertainty_score":0.005369246},"labels":[],"label_agreement":null},{"id":"W7117762504","doi":"10.1016/j.jweia.2025.106322","title":"Validation of rooftop wind measurements in the urban environment: Comparison between wind tunnel results and field data","year":2025,"lang":"en","type":"article","venue":"Journal of Wind Engineering and Industrial Aerodynamics","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":"National Research Council Canada","funders":"National Research Council Canada; Université de Montréal; Transport Canada; McGill University","keywords":"Anemometer; Airflow; Wind tunnel; Wind speed; Turbulence; Reference data; Field (mathematics); Turbulence kinetic energy","score_opus":0.052951468664861175,"score_gpt":0.24949007325813452,"score_spread":0.19653860459327335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117762504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831834,0.000033689215,0.014102945,0.000011355065,0.000015311798,0.00020942773,0.0009996132,0.00022010595,0.0012242121],"genre_scores_gemma":[0.98788303,0.00004382023,0.009953451,0.000017318986,0.000003952877,0.00020110876,0.0014098901,0.00002785811,0.00045946185],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992387,0.00016528527,0.000060219652,0.00019900355,0.00024997894,0.000086728294],"domain_scores_gemma":[0.99838555,0.00029969346,0.00015077887,0.00027793477,0.0008061484,0.00007993262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018095891,0.00073514116,0.00041339587,0.000703128,0.0005863089,0.0005407803,0.00071982684,0.0004315803,0.00091467035],"category_scores_gemma":[0.0019908159,0.00022313494,0.0002572153,0.00066555577,0.0003570091,0.0005944032,0.00046771442,0.0002993271,0.00036566705],"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":[0.0013606534,0.0033160541,0.4486579,0.00052809657,0.00016300817,0.00069801253,0.0018651508,0.06244651,0.37825975,0.00053544535,0.0014753487,0.100694016],"study_design_scores_gemma":[0.0001513952,0.0030194218,0.753617,0.00010928709,0.00008421463,0.00034246623,0.0016936322,0.10402123,0.13373175,0.00025492586,0.0028779109,0.00009683519],"about_ca_topic_score_codex":0.013790902,"about_ca_topic_score_gemma":0.035387672,"teacher_disagreement_score":0.013790902,"about_ca_system_score_codex":0.00043618405,"about_ca_system_score_gemma":0.00064884464,"threshold_uncertainty_score":0.027421296},"labels":[],"label_agreement":null},{"id":"W7119297331","doi":"","title":"Avaliação de métodos normativos para determinação da resposta aerodinâmica de edificações","year":2018,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind tunnel; Aerodynamics; Code (set theory); Set (abstract data type); Mode (computer interface); Vibration; Bending","score_opus":0.027951106846395214,"score_gpt":0.26830927921691955,"score_spread":0.24035817237052434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119297331","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":[0.4359765,0.0029755356,0.54654473,0.00020349905,0.00014371134,0.0006252009,0.0018073217,0.0016441599,0.010079316],"genre_scores_gemma":[0.70185035,0.0010376914,0.2942778,0.000032675038,0.000024793744,0.0006933552,0.0009081434,0.00020699864,0.00096824067],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99008965,0.0035325007,0.00083425315,0.0013351353,0.003973444,0.00023501743],"domain_scores_gemma":[0.97502136,0.013081427,0.002185982,0.0026963837,0.0068039023,0.00021100361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015334646,0.0009682319,0.0011241013,0.0037672438,0.000677497,0.0017398248,0.0013113362,0.0008505155,0.0016393656],"category_scores_gemma":[0.040785063,0.00043576263,0.00075630704,0.0026687903,0.0007993178,0.0013302028,0.0009406122,0.00071362295,0.00053596747],"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":[0.0014518339,0.00060519046,0.131576,0.002202851,0.0002270484,0.00012472148,0.0020197947,0.04136801,0.07314242,0.0063876365,0.0017530272,0.73914146],"study_design_scores_gemma":[0.00026388734,0.0033780462,0.20603971,0.0013264996,0.00059152144,0.00077555556,0.005141333,0.4881957,0.24915607,0.016938003,0.0278082,0.00038551356],"about_ca_topic_score_codex":0.0029270088,"about_ca_topic_score_gemma":0.00414815,"teacher_disagreement_score":0.015334646,"about_ca_system_score_codex":0.0008662909,"about_ca_system_score_gemma":0.0014447448,"threshold_uncertainty_score":0.08109838},"labels":[],"label_agreement":null},{"id":"W7120368386","doi":"","title":"Evaluation of aerodynamic pressure coefficients on four water roofs","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Roof; Turbulence; Computational fluid dynamics; Wind direction; Wind engineering; Pressure coefficient","score_opus":0.024262919597898707,"score_gpt":0.26047124755450335,"score_spread":0.23620832795660465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120368386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690504,0.000113874274,0.006512849,0.00001101757,0.000023222054,0.000031062867,0.00041340012,0.000094400675,0.0058950596],"genre_scores_gemma":[0.9965767,0.00008184414,0.0017820861,0.000001809556,0.0000043923324,0.0000135755145,0.00030879435,0.000017251079,0.0012134005],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996051,0.000026979877,0.000017062192,0.00006285338,0.00019868636,0.00008943795],"domain_scores_gemma":[0.99955136,0.00016969956,0.00003315549,0.00003656567,0.00017878196,0.000030461106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808919,0.00037693098,0.00037444723,0.0013419195,0.0005038992,0.00068104616,0.0003363613,0.00037641084,0.00310036],"category_scores_gemma":[0.0008006457,0.0002327656,0.00039963744,0.00079805317,0.00038421882,0.0004391485,0.000402294,0.00039641096,0.0004996755],"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":[0.0010303519,0.00049420743,0.06622141,0.00062032917,0.00010145377,0.0015926328,0.0015784608,0.28616625,0.4676964,0.007834689,0.0030970913,0.16356683],"study_design_scores_gemma":[0.000041235882,0.0007514323,0.18750128,0.0000721697,0.00009583471,0.00031850144,0.0016600187,0.45265192,0.349334,0.0011848818,0.0062512886,0.00013739214],"about_ca_topic_score_codex":0.0030936867,"about_ca_topic_score_gemma":0.0016684477,"teacher_disagreement_score":0.00310036,"about_ca_system_score_codex":0.0002685686,"about_ca_system_score_gemma":0.00023750075,"threshold_uncertainty_score":0.010371745},"labels":[],"label_agreement":null},{"id":"W7120449054","doi":"","title":"Experimental and numerical analysis of the dynamic wind effect on freestanding latticed telecommunication tower.","year":2000,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Base (topology); Wind tunnel; Numerical analysis; Wind speed","score_opus":0.012093144293377121,"score_gpt":0.25416930104624014,"score_spread":0.242076156752863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120449054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98994994,0.00030082391,0.0038226214,0.00007612085,0.0000892052,0.000035459358,0.0005652106,0.000121557976,0.0050390344],"genre_scores_gemma":[0.9970795,0.00007480823,0.0015428537,0.000007799666,0.000003974621,0.000009406577,0.00013481583,0.000009291474,0.0011376318],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978954,0.000022839084,0.000009986739,0.000033429555,0.00010474964,0.000039377734],"domain_scores_gemma":[0.9994005,0.00022883962,0.00007201617,0.000086575885,0.00015446218,0.000057666744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030388177,0.0002896672,0.0003844368,0.00032031751,0.0004526387,0.00033180742,0.00037659696,0.0006259757,0.005079232],"category_scores_gemma":[0.00063714443,0.00016255357,0.00034444148,0.00036655058,0.00031139623,0.00038627267,0.00021415936,0.00031486663,0.00036125412],"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":[0.0013065172,0.00043591257,0.0092604,0.0006108725,0.000044270873,0.0008428498,0.0002650999,0.1510525,0.815372,0.000835108,0.0015032172,0.01847133],"study_design_scores_gemma":[0.00018763743,0.0036023448,0.05127382,0.00005933504,0.000083062514,0.00032275016,0.00057277066,0.4813364,0.45719326,0.0005087793,0.0047461586,0.000113621376],"about_ca_topic_score_codex":0.001717948,"about_ca_topic_score_gemma":0.0026166441,"teacher_disagreement_score":0.005079232,"about_ca_system_score_codex":0.00031808505,"about_ca_system_score_gemma":0.0001757563,"threshold_uncertainty_score":0.016991735},"labels":[],"label_agreement":null},{"id":"W7128507233","doi":"10.64903/arwg.1480-6800.17.4.357","title":"Spatio-temporal Analysis of Hazardous Fog: A Case Study of Bahawalpur, Pakistan","year":2014,"lang":"","type":"article","venue":"Arab world geographer","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Visibility; Hazard; Index (typography); Human health; Hazardous substance; Human life; Point (geometry)","score_opus":0.010927874216683746,"score_gpt":0.25444524144445124,"score_spread":0.24351736722776748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128507233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986082,0.0000521367,0.00020098178,0.000043985056,0.000002298789,0.000019673003,0.0002394636,0.0000028637796,0.00083043077],"genre_scores_gemma":[0.99915886,0.00014430484,0.00032827113,0.0000118156795,0.000003896769,0.00000812433,0.0001621043,9.989385e-7,0.00018167742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997991,0.000047878093,0.00001147541,0.000029973262,0.000039104176,0.000072515344],"domain_scores_gemma":[0.9995585,0.0001451918,0.000110355024,0.000023800578,0.00008868458,0.00007347655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023889882,0.00023690773,0.00017718706,0.0012115533,0.0010505139,0.00066106365,0.00036076436,0.00031693326,0.00063371676],"category_scores_gemma":[0.0006325675,0.0001268629,0.00021261553,0.0020566043,0.0005821111,0.00032946537,0.0005266056,0.00022923508,0.000064959866],"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":[0.00008662096,0.00020226768,0.94994015,0.00013230523,0.00008180228,0.020535136,0.0097478805,0.0020643396,0.0018186669,0.00053432066,0.00063421595,0.0142223425],"study_design_scores_gemma":[0.000007138941,0.00015542025,0.94749725,0.000032760083,0.00005428444,0.0026473058,0.04336961,0.0033740858,0.0006297466,0.00020191306,0.0020067955,0.00002380412],"about_ca_topic_score_codex":0.18801986,"about_ca_topic_score_gemma":0.26454496,"teacher_disagreement_score":0.18801986,"about_ca_system_score_codex":0.001413933,"about_ca_system_score_gemma":0.0011550263,"threshold_uncertainty_score":0.37385094},"labels":[],"label_agreement":null},{"id":"W7132315048","doi":"","title":"Which is the weakest link: how it can be stronger? Lesson learned from the 20 years of hurricane investigations","year":2020,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Roof; Storm; Wind engineering; Building envelope; Envelope (radar); Field (mathematics)","score_opus":0.04382926843217241,"score_gpt":0.2357405475846796,"score_spread":0.1919112791525072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132315048","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":[0.04185511,0.3296988,0.035404574,0.53097004,0.01763866,0.00019687442,0.0003887663,0.00036644613,0.043480724],"genre_scores_gemma":[0.3909265,0.39553353,0.07095834,0.09852798,0.012793045,0.00028344974,0.00061324495,0.0005633363,0.029800544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99265164,0.0033018184,0.0006464024,0.0008988836,0.0019764863,0.0005246801],"domain_scores_gemma":[0.9794723,0.011066954,0.0009549996,0.0009330883,0.0060448353,0.0015279031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014027058,0.0013630262,0.0016306768,0.0033149458,0.0030047284,0.0070048803,0.0029024773,0.003766736,0.0040659513],"category_scores_gemma":[0.031557184,0.0006695278,0.0010349198,0.0014630968,0.010202219,0.017109621,0.0051321727,0.01013841,0.0014928294],"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":[0.0001817302,0.0003484207,0.018790042,0.0042009186,0.0002300962,0.0032337322,0.03015366,0.0020061312,0.0011428383,0.06542288,0.16067323,0.7136164],"study_design_scores_gemma":[0.00004708042,0.00037098263,0.013990818,0.011374083,0.00015824418,0.0047798944,0.08067996,0.0019434912,0.0017313831,0.3171436,0.5674609,0.00031956783],"about_ca_topic_score_codex":0.013601208,"about_ca_topic_score_gemma":0.024946975,"teacher_disagreement_score":0.014027058,"about_ca_system_score_codex":0.0044821887,"about_ca_system_score_gemma":0.0061352854,"threshold_uncertainty_score":0.07418305},"labels":[],"label_agreement":null},{"id":"W7132572453","doi":"","title":"Research council's web wind tool helps with roof design","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Building code; Cladding (metalworking); The Internet; Code (set theory); Research council; Simple (philosophy)","score_opus":0.08571541322331615,"score_gpt":0.27172478830811153,"score_spread":0.18600937508479537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132572453","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":[0.004304599,0.0016266836,0.2749303,0.0043762666,0.002808629,0.00065611606,0.05223778,0.17569621,0.4833634],"genre_scores_gemma":[0.021050727,0.0026907641,0.49476576,0.0010589638,0.00044483686,0.00054329744,0.02232229,0.03307855,0.4240448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656856,0.00029016362,0.00019954427,0.00023900894,0.0025465987,0.00015610427],"domain_scores_gemma":[0.9878144,0.003477582,0.00033940625,0.0016676792,0.005793367,0.00090753793],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021501386,0.0014180202,0.0009547831,0.0035579232,0.0015504829,0.0023468505,0.0021636947,0.00139628,0.29946253],"category_scores_gemma":[0.01092278,0.00128471,0.00085951213,0.0054205335,0.00040678342,0.002138492,0.0012380395,0.0019067825,0.121698394],"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":[0.000056536992,0.00008920333,0.000773776,0.0002372303,0.000010589687,0.00014027645,0.00014299201,0.000708576,0.0022943965,0.0024286546,0.77630216,0.2168157],"study_design_scores_gemma":[0.000040604595,0.000030937576,0.0012500328,0.000062215535,0.000011490084,0.0001447885,0.00009801179,0.0018043261,0.0017680516,0.0011333805,0.9936215,0.00003465076],"about_ca_topic_score_codex":0.09964681,"about_ca_topic_score_gemma":0.34199506,"teacher_disagreement_score":0.29946253,"about_ca_system_score_codex":0.0011562313,"about_ca_system_score_gemma":0.0055219177,"threshold_uncertainty_score":0.9992317},"labels":[],"label_agreement":null},{"id":"W7132588326","doi":"","title":"Windbelasting op gebouwen. Recente en toekomstige ontwikkelingen","year":2004,"lang":"nl","type":"article","venue":"TNO Repository","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supervisory board; Rail transportation; European union","score_opus":0.007605322193786694,"score_gpt":0.2079204657735357,"score_spread":0.200315143579749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132588326","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":[0.046746165,0.02664587,0.04242847,0.023878155,0.0022825485,0.000097926146,0.0004522449,0.00048650382,0.8569821],"genre_scores_gemma":[0.5146224,0.0263618,0.016719092,0.003558506,0.0004450269,0.00012372102,0.0007549104,0.00072445825,0.4366901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984694,0.00032708774,0.000064923195,0.0003286411,0.0006288553,0.00018120404],"domain_scores_gemma":[0.9988803,0.00033415036,0.000087399996,0.0001859114,0.00032625574,0.00018591441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018086083,0.0006209242,0.00027720674,0.0007243793,0.0036031697,0.00818621,0.00094664854,0.0019719321,0.02729445],"category_scores_gemma":[0.0024830136,0.00039631934,0.00046547342,0.0011098472,0.006631252,0.0065175914,0.0028260038,0.0030375752,0.0051623774],"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":[0.0000579817,0.000054710068,0.002257654,0.0008610595,0.00002605566,0.00051532657,0.019817596,0.00076993403,0.003918471,0.82728803,0.03424091,0.110192314],"study_design_scores_gemma":[0.000006786663,0.000025331568,0.0038047498,0.00037298343,0.000018478488,0.00022230203,0.0076458687,0.00029137096,0.0013472368,0.07644937,0.9097845,0.00003105527],"about_ca_topic_score_codex":0.0321396,"about_ca_topic_score_gemma":0.073304094,"teacher_disagreement_score":0.0321396,"about_ca_system_score_codex":0.004938128,"about_ca_system_score_gemma":0.004914783,"threshold_uncertainty_score":0.09130907},"labels":[],"label_agreement":null},{"id":"W7133588300","doi":"","title":"Analyse de l'impact de l'exposition aux chlorures sur les échantillons de béton placés en bordure de route dans des conditions hivernales sévères","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Wind and Air Flow Studies","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":"McGill University; Université Laval","funders":"","keywords":"Government (linguistics); Work (physics); Action (physics); Data collection","score_opus":0.01408988597241974,"score_gpt":0.2509644783241985,"score_spread":0.23687459235177874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133588300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989969,0.000057854948,0.00011437596,0.000016661254,0.00000499076,0.00000752678,0.000097340766,0.0000028433483,0.0007014453],"genre_scores_gemma":[0.99718094,0.00012481817,0.00022512785,0.000018666307,0.000004894782,0.0000169155,0.00018337359,0.0000049682226,0.0022403863],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996749,0.000070433896,0.000009473592,0.00006692976,0.00010973992,0.00006856499],"domain_scores_gemma":[0.9995203,0.00016143249,0.00006406543,0.000013584277,0.00017702722,0.00006349205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036417184,0.0004271507,0.00042889168,0.0004641325,0.00086730556,0.0010672346,0.00034414802,0.0006137745,0.0022147356],"category_scores_gemma":[0.00041856678,0.0001518473,0.00064496015,0.0004979133,0.00046990815,0.000284194,0.00035863728,0.0004074513,0.0002559593],"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":[0.0086759925,0.0010963434,0.363848,0.00040500658,0.0006874571,0.0010338951,0.0027893547,0.012153979,0.57574993,0.00041152342,0.00041295326,0.032735594],"study_design_scores_gemma":[0.000036912166,0.0020721476,0.955528,0.000018157953,0.00013643346,0.000051124556,0.0013850131,0.0021514196,0.036374494,0.00007064109,0.0021454522,0.000030115227],"about_ca_topic_score_codex":0.11246416,"about_ca_topic_score_gemma":0.1628312,"teacher_disagreement_score":0.11246416,"about_ca_system_score_codex":0.0016907534,"about_ca_system_score_gemma":0.000641333,"threshold_uncertainty_score":0.2236191},"labels":[],"label_agreement":null},{"id":"W7161099362","doi":"","title":"Probabilistic damage and loss modeling for metal roof using artificial neural network","year":2007,"lang":"en","type":"dissertation","venue":"ThinkTech (Texas Tech University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Wind engineering; Wind tunnel; Probabilistic logic; Monte Carlo method; Probability distribution; Deck; Terrain; Artificial neural network","score_opus":0.025247730107825814,"score_gpt":0.24990580675313068,"score_spread":0.22465807664530485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161099362","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":[0.46695107,0.00040752045,0.52457654,0.0003664688,0.00006758873,0.000113394555,0.0008105594,0.0008758397,0.005830999],"genre_scores_gemma":[0.9838309,0.00011184971,0.01291133,0.000026011901,0.000011887454,0.00007341812,0.00031863985,0.000016751164,0.0026992566],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997508,0.000047626047,0.000019767736,0.000074237505,0.000064918044,0.00004260305],"domain_scores_gemma":[0.9994855,0.00023778727,0.00009845416,0.00002913243,0.00012812245,0.000021006968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006827101,0.00071741175,0.0004813071,0.0007600207,0.0003594319,0.0007253606,0.0010833498,0.00085884373,0.0014712057],"category_scores_gemma":[0.0010968267,0.0004597312,0.0007992644,0.00064099353,0.00035787822,0.00075288594,0.0004450612,0.00072699314,0.00021676962],"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":[0.000012543095,0.000011136203,0.0008937071,0.000004815476,0.0000072977728,0.000018269251,0.000004484457,0.99637944,0.00018396524,0.00014455953,0.000055863675,0.002283883],"study_design_scores_gemma":[3.009512e-7,0.000003130429,0.00021800649,6.392359e-7,8.2729986e-7,0.0000022297893,0.0000011633867,0.9996146,0.000054875203,0.000088585,0.000014639257,0.0000010682201],"about_ca_topic_score_codex":0.01600878,"about_ca_topic_score_gemma":0.013199393,"teacher_disagreement_score":0.01600878,"about_ca_system_score_codex":0.0011666184,"about_ca_system_score_gemma":0.00047076627,"threshold_uncertainty_score":0.031831205},"labels":[],"label_agreement":null},{"id":"W7161755479","doi":"10.82308/23405","title":"Finite element analysis of vibrations on flexible structures due to turbulent wind","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eurocode; Wind engineering; Finite element method; Vibration; Wind power; Random vibration; Nonlinear system; Field (mathematics); Structural dynamics","score_opus":0.012661131308137192,"score_gpt":0.25620911406732005,"score_spread":0.24354798275918285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161755479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78917116,0.00026015125,0.20268403,0.00010009345,0.000043168176,0.00006340768,0.0001425767,0.00017441696,0.007360925],"genre_scores_gemma":[0.988106,0.00009088094,0.00968602,0.000015999514,0.0000053152858,0.000041610783,0.000069027694,0.000018550703,0.001966613],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985754,0.000029026223,0.000008915413,0.000020655154,0.000060107493,0.00002377185],"domain_scores_gemma":[0.99976987,0.00013855628,0.000028019143,0.00002269685,0.000030371104,0.000010503021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030923507,0.00032479796,0.0002749877,0.00044498572,0.00025765784,0.0004058393,0.00037892064,0.00073021033,0.0009948196],"category_scores_gemma":[0.0006663428,0.00023409721,0.0004784765,0.0002571736,0.0006663482,0.00024437282,0.00031155004,0.00026060775,0.00014467299],"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":[0.000052817475,0.000034279165,0.001519079,0.00004875668,0.000017793483,0.00012523048,0.00014252806,0.9575876,0.031745713,0.001454773,0.00009277662,0.0071787047],"study_design_scores_gemma":[0.0000035417963,0.00003873191,0.0011270806,0.0000056077342,0.000003898875,0.00002135732,0.000038663526,0.99620795,0.002100231,0.0002386255,0.0002089656,0.0000053532954],"about_ca_topic_score_codex":0.0021314947,"about_ca_topic_score_gemma":0.0015795142,"teacher_disagreement_score":0.0021314947,"about_ca_system_score_codex":0.00024307589,"about_ca_system_score_gemma":0.0002408722,"threshold_uncertainty_score":0.004238248},"labels":[],"label_agreement":null},{"id":"W7161765822","doi":"10.82308/8391","title":"Field determination and modeling of load paths in wood light-frame structures","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stiffness; Finite element method; Field (mathematics); Envelope (radar); Wind engineering; Work (physics); Measure (data warehouse); Structural load","score_opus":0.007387050144832035,"score_gpt":0.24098792185238796,"score_spread":0.23360087170755592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161765822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7399509,0.00009609036,0.25303003,0.0000787304,0.000010699723,0.000105215055,0.00013715892,0.00030202346,0.0062891166],"genre_scores_gemma":[0.9776609,0.00008690197,0.019049503,0.000009028204,0.0000032031292,0.000042023406,0.00008898443,0.000017870083,0.0030416178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993885,0.00001105182,0.0000020417372,0.0000123267855,0.00002022714,0.000015426538],"domain_scores_gemma":[0.99983525,0.00008018102,0.000025113122,0.000011970322,0.000030511688,0.000016957212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018318169,0.00030357306,0.00020501862,0.00042387124,0.00027173277,0.00058703276,0.00058209,0.00061509776,0.0011404114],"category_scores_gemma":[0.000532066,0.00023862247,0.00021954754,0.00025819737,0.0005432542,0.0004225971,0.0002738227,0.00024790867,0.00020230007],"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":[0.000042850934,0.00007480274,0.0033315488,0.000024001301,0.0000040033383,0.00010386263,0.00010835328,0.9744383,0.008746131,0.001895025,0.00012816153,0.011102938],"study_design_scores_gemma":[0.0000029174514,0.000013025154,0.00068509404,0.0000015934107,8.941174e-7,0.0000059746385,0.000024126544,0.99833494,0.0005486348,0.00029136258,0.000089131056,0.000002362836],"about_ca_topic_score_codex":0.016286442,"about_ca_topic_score_gemma":0.0146560585,"teacher_disagreement_score":0.016286442,"about_ca_system_score_codex":0.00048694955,"about_ca_system_score_gemma":0.00069618353,"threshold_uncertainty_score":0.032383263},"labels":[],"label_agreement":null},{"id":"W7161975452","doi":"10.82308/30667","title":"CFD investigation of wind turbulence on 2D square and angle section","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Force balance; Drag; Wind tunnel; Detached eddy simulation","score_opus":0.00840752344217623,"score_gpt":0.21434857860679724,"score_spread":0.205941055164621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161975452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467003,0.00029638442,0.033937547,0.00025667748,0.00011807531,0.00006305816,0.00093837525,0.0006677101,0.017021898],"genre_scores_gemma":[0.9872133,0.00018640397,0.007303542,0.00003112302,0.000016029971,0.000026163234,0.00039386432,0.000045576387,0.004783969],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998809,0.000012766692,0.000008013686,0.000023642879,0.000052034946,0.00002257838],"domain_scores_gemma":[0.9997216,0.00014739037,0.000018710154,0.000024594363,0.000060397866,0.000027303924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001551928,0.00036260978,0.00038716465,0.00043892628,0.00042835218,0.00069144665,0.00025927936,0.0004785693,0.0031788112],"category_scores_gemma":[0.0005985287,0.00021719665,0.00039182435,0.00049404346,0.0004199945,0.00040541223,0.0002887917,0.00035679777,0.00030594628],"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":[0.0003276729,0.00018729769,0.024752142,0.0001517502,0.00003491939,0.0011948206,0.00048622108,0.8868792,0.05021716,0.005576448,0.0016307324,0.028561631],"study_design_scores_gemma":[0.00002655978,0.00007832005,0.015076673,0.000018553459,0.000007333456,0.000096077034,0.00014359805,0.9748912,0.007564431,0.0004423022,0.0016259158,0.00002914663],"about_ca_topic_score_codex":0.009799688,"about_ca_topic_score_gemma":0.007069439,"teacher_disagreement_score":0.009799688,"about_ca_system_score_codex":0.0003318071,"about_ca_system_score_gemma":0.00056018325,"threshold_uncertainty_score":0.019485295},"labels":[],"label_agreement":null},{"id":"W7162098817","doi":"10.82308/36440","title":"Understanding and evaluating the changing characteristics of wind-driven rain loads in a warmer climate for Canada","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Global warming; Moisture; Precipitation; Climate zones; Climate model; Water content","score_opus":0.04754258529399862,"score_gpt":0.28526930137321765,"score_spread":0.23772671607921902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162098817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972863,0.00008027738,0.000368011,0.00007789237,0.0000031770458,0.000007999549,0.0011375069,0.000035049423,0.0010036323],"genre_scores_gemma":[0.99747014,0.00009799941,0.0007009098,0.000019138843,0.0000016913655,0.0000047684434,0.0013648309,0.000009570967,0.00033089318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998808,0.000009784108,0.000005142938,0.000034660396,0.000025830184,0.00004374921],"domain_scores_gemma":[0.99981207,0.000029149565,0.000023747612,0.000013496932,0.00009093022,0.000030712767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023456082,0.0004294829,0.0002552122,0.0003851075,0.00072428095,0.00082473195,0.000563159,0.00039362456,0.00055869104],"category_scores_gemma":[0.0005946471,0.0001718353,0.0005909788,0.00077181414,0.0002813283,0.00037052573,0.00029979978,0.00035135687,0.00005795212],"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":[0.00021035387,0.00012755126,0.40498996,0.00008560889,0.00025991315,0.00028599857,0.00030948012,0.5683497,0.008138123,0.0011885476,0.0016270032,0.014427811],"study_design_scores_gemma":[0.000040590632,0.000044162014,0.43305948,0.000016464679,0.00010945359,0.000038526614,0.00045092058,0.56171393,0.0023761143,0.00018721956,0.0019040911,0.000058971502],"about_ca_topic_score_codex":0.9792094,"about_ca_topic_score_gemma":0.9772126,"teacher_disagreement_score":0.020790577,"about_ca_system_score_codex":0.009230029,"about_ca_system_score_gemma":0.0073239775,"threshold_uncertainty_score":0.06696886},"labels":[],"label_agreement":null},{"id":"W7162459073","doi":"10.65521/ijasret.v9i6.1564","title":"Dynamic Wind Analysis of Different Shapes Tall Building","year":2025,"lang":"","type":"article","venue":"International Journal of Advance Scientific Research and Engineering Trends","topic":"Wind and Air Flow Studies","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":"Prairie Improvement Network","funders":"","keywords":"Turbulence; Wind engineering; Airflow; Vortex shedding; Wind force; Wind direction; Wind gradient; Vortex","score_opus":0.01365539695437407,"score_gpt":0.32508919098902894,"score_spread":0.3114337940346549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162459073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99361426,0.00007999476,0.0044067376,0.000017106602,0.0000130949775,0.000007713072,0.0001628535,0.000048017206,0.00165021],"genre_scores_gemma":[0.99832505,0.00004439945,0.00079379894,0.000003974159,0.000002739954,0.0000046367545,0.00022338449,0.0000080207665,0.00059400825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999151,0.000008380741,0.0000036515037,0.000016224361,0.000023919632,0.00003257748],"domain_scores_gemma":[0.9999218,0.000017159206,0.000012574636,0.000007996355,0.000022640843,0.00001781811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007876048,0.00035550774,0.00026480228,0.0005378318,0.0003046653,0.00047511735,0.00019487814,0.00031381624,0.0011937318],"category_scores_gemma":[0.00019722432,0.00013404345,0.0004249243,0.00044170913,0.0002252756,0.00027306768,0.00021594242,0.00018491058,0.0002076636],"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":[0.0003683797,0.00017898685,0.072235435,0.00013912775,0.00010521442,0.0012647248,0.00034815492,0.80736595,0.079066426,0.0019596233,0.001162981,0.035805058],"study_design_scores_gemma":[0.000013217537,0.00022385681,0.108212724,0.000015935473,0.00003804094,0.00018903957,0.0007173912,0.8806481,0.007955843,0.00058683386,0.0013544488,0.0000446403],"about_ca_topic_score_codex":0.005336524,"about_ca_topic_score_gemma":0.0053634103,"teacher_disagreement_score":0.005336524,"about_ca_system_score_codex":0.0001544311,"about_ca_system_score_gemma":0.00013761448,"threshold_uncertainty_score":0.010610938},"labels":[],"label_agreement":null},{"id":"W7377243","doi":"10.1007/978-3-642-40371-2_40","title":"Low-Frequency Noise Propagation from a Small Wind Turbine Tower","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tower; Turbine; Noise (video); Accelerometer; Acoustics; Vibration; Amplitude; Engineering; Wind speed; Wind power; Physics; Structural engineering; Electrical engineering; Marine engineering; Meteorology; Aerospace engineering; Optics; Computer science","score_opus":0.0072562361593602335,"score_gpt":0.17588866514767698,"score_spread":0.16863242898831673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7377243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88096154,0.00055911904,0.09493464,0.0008322329,0.0003001727,0.000046304813,0.00047779817,0.00080535794,0.02108291],"genre_scores_gemma":[0.98374987,0.0001521238,0.007159683,0.000054823617,0.00008590488,0.0000075812054,0.000189867,0.00005403556,0.0085460525],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99986184,0.00002466034,0.0000031402196,0.000022952578,0.00007448816,0.000012943187],"domain_scores_gemma":[0.9995289,0.00027092666,0.000025084606,0.000036785546,0.000091257025,0.000047039382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021349634,0.0005154376,0.00053988036,0.00033849938,0.00057916716,0.00037395157,0.00050848135,0.0010125937,0.0023803],"category_scores_gemma":[0.00064811716,0.00025303764,0.00032366414,0.00040030412,0.00043073547,0.00062733726,0.00034078554,0.0008500536,0.00043056018],"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":[0.0020013037,0.000290079,0.0101570785,0.0003432093,0.000102021324,0.012924285,0.0009471623,0.07971816,0.80663824,0.0038605565,0.0057838364,0.07723413],"study_design_scores_gemma":[0.00025101498,0.0025431463,0.17810452,0.0001286467,0.0003002208,0.0068967203,0.0010888693,0.6484378,0.14616288,0.0062531517,0.009564407,0.00026860545],"about_ca_topic_score_codex":0.0015427317,"about_ca_topic_score_gemma":0.0022288011,"teacher_disagreement_score":0.0023803,"about_ca_system_score_codex":0.0002759584,"about_ca_system_score_gemma":0.0001420602,"threshold_uncertainty_score":0.007962942},"labels":[],"label_agreement":null},{"id":"W75472151","doi":"10.1016/b978-0-12-816780-9.00007-1","title":"Principles of air and contaminant movement inside and around buildings","year":2020,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Airflow; Air movement; Environmental science; Air current; Natural ventilation; Sizing; Ventilation (architecture); Convection; Aerodynamics; Marine engineering; Natural convection; Meteorology; Environmental engineering; Waste management; Engineering; Mechanical engineering; Aerospace engineering; Chemistry","score_opus":0.014511431727328323,"score_gpt":0.20644565666700126,"score_spread":0.19193422493967294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W75472151","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":[0.004502235,0.03807623,0.36585274,0.0017666098,0.0023321074,0.00011196079,0.0005498079,0.0005554592,0.5862527],"genre_scores_gemma":[0.056569986,0.03520331,0.08716668,0.00050274195,0.00084926555,0.00019898731,0.00047710616,0.00031198518,0.81871986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998406,0.000021049653,0.000009917677,0.000023962346,0.00009062099,0.0000138752475],"domain_scores_gemma":[0.99994016,0.000020118165,0.000004165332,0.000009104517,0.000022102098,0.0000043930527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016270227,0.00079044723,0.0004447446,0.00081005803,0.0004935612,0.0015216194,0.00116179,0.0010435887,0.015221265],"category_scores_gemma":[0.00020118631,0.00044395973,0.0004974126,0.000854309,0.0012015273,0.0014221612,0.00064662035,0.0010410552,0.005895346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014285492,0.000040261224,0.00024707365,0.00035030284,0.00001128246,0.00021715605,0.00061696855,0.014850137,0.0037342643,0.7011365,0.047898114,0.23088355],"study_design_scores_gemma":[0.0000049714963,0.000033327386,0.00077519944,0.0002218695,0.000010316743,0.0003203228,0.00031188293,0.012480011,0.0011553533,0.25065356,0.7340117,0.000021486852],"about_ca_topic_score_codex":0.004315856,"about_ca_topic_score_gemma":0.005376575,"teacher_disagreement_score":0.015221265,"about_ca_system_score_codex":0.0005119606,"about_ca_system_score_gemma":0.00065161247,"threshold_uncertainty_score":0.05092019},"labels":[],"label_agreement":null},{"id":"W784331898","doi":"","title":"Oil dispersant system for fixed wing aerial platform","year":2015,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dispersant; Oil spill; Engineering; Submarine pipeline; Containment (computer programming); Marine engineering; Petroleum engineering; Environmental science; Petroleum; Computer science; Geotechnical engineering; Geology","score_opus":0.030163349142466846,"score_gpt":0.25719005136493167,"score_spread":0.22702670222246482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W784331898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7193952,0.0008574628,0.21292476,0.0006470973,0.00045785264,0.00091356086,0.00071602344,0.00253618,0.06155189],"genre_scores_gemma":[0.9310065,0.00036253268,0.03157752,0.00004552268,0.000016622667,0.00014287558,0.00032593077,0.000035827758,0.03648668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999298,0.0000057813863,0.0000032963596,0.00001413395,0.000036504098,0.000010486584],"domain_scores_gemma":[0.99994755,0.000005634617,0.000006296952,0.000005919914,0.000026706732,0.000007827773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074244905,0.00027309736,0.00015245214,0.0001837222,0.00039197132,0.00026854785,0.00033939967,0.00021884553,0.0051707034],"category_scores_gemma":[0.00012586845,0.0000827044,0.00017442273,0.00009063578,0.00011298673,0.00019791511,0.00020568044,0.00019388492,0.0011798757],"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":[0.00049809687,0.00026700896,0.00408058,0.0005669605,0.000025320034,0.0009831646,0.0004836651,0.057166316,0.6709537,0.007404378,0.010686894,0.2468839],"study_design_scores_gemma":[0.00023691003,0.0047808173,0.015068572,0.00012399668,0.00009094963,0.0011079758,0.0006111828,0.41287893,0.41137514,0.0019337083,0.15170793,0.00008388179],"about_ca_topic_score_codex":0.0018164996,"about_ca_topic_score_gemma":0.0028361077,"teacher_disagreement_score":0.0051707034,"about_ca_system_score_codex":0.00030939875,"about_ca_system_score_gemma":0.00038553786,"threshold_uncertainty_score":0.017297745},"labels":[],"label_agreement":null},{"id":"W85689481","doi":"","title":"Numerical Assessment of Roof Panel Uplift Capacity under Wind Load","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Roof; Structural engineering; Wind engineering; Stiffness; Wind tunnel; Finite element method; Engineering; Wind speed; Geotechnical engineering; Geology","score_opus":0.08101820106286427,"score_gpt":0.2996267946074891,"score_spread":0.2186085935446248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85689481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769448,0.00008977182,0.01743357,0.000066624634,0.000025437506,0.00003587431,0.00029499203,0.00021398834,0.0048949174],"genre_scores_gemma":[0.9974241,0.000023610508,0.001965892,0.0000045524916,0.0000018160999,0.000013346923,0.00006661165,0.000006969987,0.000493127],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998235,0.00003288651,0.00001218679,0.00002822717,0.00006145152,0.00004173946],"domain_scores_gemma":[0.9992322,0.00036585,0.000101034166,0.000075829375,0.00017478179,0.000050454757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042951893,0.00030202314,0.00035140594,0.0005469585,0.00041500965,0.0006125123,0.0004736382,0.000961402,0.0019801587],"category_scores_gemma":[0.0011267822,0.00019190316,0.00039434002,0.000425553,0.0005309699,0.00036419372,0.000416506,0.00037668168,0.00018990744],"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":[0.000109539214,0.00005480835,0.005592091,0.000062250445,0.000014592322,0.00027730357,0.000067541754,0.9751415,0.012981138,0.00039484695,0.00018910531,0.0051152674],"study_design_scores_gemma":[0.000004551833,0.000053679218,0.0023335118,0.0000063064695,0.000004008995,0.0000179802,0.0000453463,0.9953186,0.0020191867,0.00009940255,0.00008909605,0.000008258182],"about_ca_topic_score_codex":0.0046009333,"about_ca_topic_score_gemma":0.0028902914,"teacher_disagreement_score":0.0046009333,"about_ca_system_score_codex":0.0003129325,"about_ca_system_score_gemma":0.00031294324,"threshold_uncertainty_score":0.0091483},"labels":[],"label_agreement":null},{"id":"W988594768","doi":"10.24084/repqj10.528","title":"Air flow prediction and evaluation of ventilation effectiveness with different zonal configurations","year":2017,"lang":"en","type":"article","venue":"Renewable Energy and Power Quality Journal","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":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ventilation (architecture); Environmental science; Meteorology; Mechanics; Physics","score_opus":0.023914237313816276,"score_gpt":0.2797791776259491,"score_spread":0.25586494031213286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W988594768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52618253,0.00022117242,0.47089952,0.00003540784,0.000014071471,0.000051471547,0.00015914188,0.00058136677,0.00185537],"genre_scores_gemma":[0.9471484,0.000098273624,0.05227817,0.000004324031,0.0000038395,0.00003771248,0.00008456243,0.000032438773,0.00031235974],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998479,0.00004230522,0.000009016471,0.000032052034,0.000052570726,0.00001616121],"domain_scores_gemma":[0.99967337,0.00017761615,0.00004137463,0.000042674405,0.000055124703,0.000009791375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039768632,0.00042249437,0.00031044206,0.00059167,0.0002372495,0.00044750332,0.00042999967,0.00053010543,0.00059505505],"category_scores_gemma":[0.0014201042,0.00022531126,0.00036767402,0.00042082026,0.00031379948,0.0005716681,0.0002979576,0.00022365464,0.0001421182],"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":[0.00008858632,0.000055833883,0.007684283,0.00004527093,0.000019494584,0.00002646113,0.000043070093,0.9468364,0.018143296,0.00073728466,0.000064272004,0.026255753],"study_design_scores_gemma":[0.000005495862,0.00003543909,0.0032761113,0.0000029407354,0.0000059401596,0.000007963092,0.000008794725,0.9912976,0.0051332875,0.00010363642,0.00011522215,0.0000075602557],"about_ca_topic_score_codex":0.0056741815,"about_ca_topic_score_gemma":0.0044638747,"teacher_disagreement_score":0.0056741815,"about_ca_system_score_codex":0.00033821893,"about_ca_system_score_gemma":0.00038172668,"threshold_uncertainty_score":0.011282325},"labels":[],"label_agreement":null},{"id":"W99631623","doi":"","title":"MONITORING THE PERFORMANCE OF MASONRY BUILDING ENVELOPES","year":2000,"lang":"en","type":"article","venue":"","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":"Masonry; Tower; Building envelope; Architectural engineering; Civil engineering; Engineering; Envelope (radar); Construction engineering; Forensic engineering; Emphasis (telecommunications); Structural engineering; Telecommunications; Meteorology; Geography","score_opus":0.009422362303264176,"score_gpt":0.21249006407996607,"score_spread":0.2030677017767019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W99631623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99037486,0.00015887947,0.008351165,0.000008678625,0.0000051350444,0.000010933855,0.00008452514,0.00011804185,0.0008877695],"genre_scores_gemma":[0.99551386,0.000113929906,0.0034760763,0.00000538068,0.000003530742,0.000004311684,0.0001574174,0.000013458994,0.00071202696],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997478,0.000030900133,0.000007733518,0.000030766845,0.00014192336,0.000040850195],"domain_scores_gemma":[0.99978966,0.000051322713,0.000045648932,0.000020395926,0.00007363518,0.000019305577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027607233,0.00020172916,0.00018836034,0.0003755621,0.00022970876,0.00026701143,0.0002557566,0.00025347783,0.0005472578],"category_scores_gemma":[0.0007062158,0.00012551523,0.00008799787,0.00021385695,0.00014017985,0.00026126654,0.0002134992,0.00017566516,0.00025197162],"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":[0.00033581464,0.00010042294,0.08343582,0.00010669902,0.000031249303,0.00016798443,0.0003159477,0.010754793,0.8229038,0.0001872194,0.00034211384,0.0813182],"study_design_scores_gemma":[0.000010690982,0.0008333628,0.40568906,0.000027862945,0.000044896162,0.00055586564,0.00022117188,0.04603463,0.54308414,0.00013445396,0.0033265664,0.000037302343],"about_ca_topic_score_codex":0.0019749806,"about_ca_topic_score_gemma":0.0037499212,"teacher_disagreement_score":0.0019749806,"about_ca_system_score_codex":0.00015653484,"about_ca_system_score_gemma":0.00011136271,"threshold_uncertainty_score":0.0039269924},"labels":[],"label_agreement":null}]}