{"meta":{"query_hash":"dd0159b82ef0","filters":{"venue":"Proceeding of Second Thermal and Fluids Engineering  Conference"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/dd0159b82ef0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceeding+of+Second+Thermal+and+Fluids+Engineering++Conference"},"results":[{"id":"W2795380125","doi":"10.1615/tfec2017.fne.018387","title":"EFFECT OF ASPECT RATIO ON PRESSURE LOSS AND CHARACTERISTICS OF LOW REYNOLDS NUMBER FLOW THROUGH NARROW SLOTS","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reynolds number; Mechanics; Flow (mathematics); Pressure drop; Aspect ratio (aeronautics); Materials science; Physics; Turbulence; Composite material","score_opus":0.010064517675834718,"score_gpt":0.2126027694449274,"score_spread":0.20253825176909268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795380125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99759907,0.000283005,0.0006348724,0.000007890481,0.00011130678,0.000105475796,0.000025608104,0.000037020713,0.0011957677],"genre_scores_gemma":[0.9994792,0.000070459304,0.0002955871,0.0000011238228,0.00006418773,0.000007184123,0.0000027390577,0.00002229937,0.000057254918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924684,0.0000062726053,0.0002709255,0.00016009751,0.0001558238,0.00016007318],"domain_scores_gemma":[0.9995436,0.000050792234,0.00009842383,0.00016374355,0.00009784909,0.000045566107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020842331,0.00020719075,0.0004453003,0.000048766306,0.000051680097,0.000042141677,0.0001646674,0.000079757454,0.00007034564],"category_scores_gemma":[0.00007628794,0.00018277689,0.000052827196,0.00004300862,0.00008613377,0.00022664732,0.00003839801,0.00013305647,5.420202e-7],"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":[0.00008100176,0.000028171888,0.042912155,0.007437834,0.00033148183,0.0000021855278,0.0010847325,0.0011336835,0.9388323,0.002367128,0.000018356352,0.0057709827],"study_design_scores_gemma":[0.00087171077,0.00031319621,0.060129996,0.0010542575,0.00019470158,0.000004796104,0.000018089137,0.17599954,0.760932,0.00006939858,0.000041010346,0.00037129788],"about_ca_topic_score_codex":0.0000045730817,"about_ca_topic_score_gemma":5.0712686e-7,"teacher_disagreement_score":0.17790028,"about_ca_system_score_codex":0.0000054619254,"about_ca_system_score_gemma":0.000008342174,"threshold_uncertainty_score":0.7453425},"labels":[],"label_agreement":null},{"id":"W2795458194","doi":"10.1615/tfec2017.bii.017157","title":"EFFECT OF AN INSECT SCREEN ON FREE CONVECTION FROM A WINDOW","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","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; Toronto Metropolitan University","funders":"","keywords":"Window (computing); Insect; Computer science; Biology; World Wide Web; Ecology","score_opus":0.021280281677403194,"score_gpt":0.21392145494685927,"score_spread":0.19264117326945607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795458194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856466,0.00006551586,0.000004954538,0.000052646345,0.00007489132,0.000096527,0.000038952534,0.000022290811,0.0010795464],"genre_scores_gemma":[0.9998034,0.000018157318,0.00003612409,0.00001059316,0.00010104093,0.000007805721,0.00000602458,9.215588e-7,0.00001588721],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99946946,0.000010443302,0.00013069606,0.00017662767,0.00007114497,0.00014163622],"domain_scores_gemma":[0.99962693,0.00013640762,0.00008536645,0.00005634489,0.000041429634,0.000053529944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016051224,0.00011422602,0.00023626657,0.000008717278,0.00013455388,0.000034591736,0.00025634014,0.0000721123,0.00025402472],"category_scores_gemma":[0.000106561485,0.00004736782,0.000034865392,0.000025510048,0.00008029011,0.000113788024,0.0001140185,0.000090743364,0.0000010614376],"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":[0.00010374431,0.000025660285,0.03905713,0.000040916264,0.0000247776,0.0000010098323,0.000080437814,0.000005307275,0.92914003,0.0007014626,0.0000029767903,0.030816525],"study_design_scores_gemma":[0.000350014,0.002571915,0.8471359,0.000060392344,0.000014158501,0.0000013334649,0.000033875684,0.0012712608,0.14815696,0.00023954055,0.000041760253,0.00012288443],"about_ca_topic_score_codex":0.00038581595,"about_ca_topic_score_gemma":0.000057854333,"teacher_disagreement_score":0.80807877,"about_ca_system_score_codex":0.000004197209,"about_ca_system_score_gemma":0.000001637793,"threshold_uncertainty_score":0.27813926},"labels":[],"label_agreement":null},{"id":"W2795476181","doi":"10.1615/tfec2017.emi.018384","title":"Implementation of Focused Plenoptic Time-Resolved 3D-PTV in the Analysis of a Vortex Flow","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Vortex; Flow (mathematics); Computer science; Flow visualization; Physics; Mechanics","score_opus":0.011136247193431556,"score_gpt":0.21979732806154684,"score_spread":0.20866108086811527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795476181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972673,0.0001692931,0.0017618152,0.000010123258,0.000042129544,0.00013184272,0.000043666707,0.000017875014,0.0005559678],"genre_scores_gemma":[0.99893063,0.00003552864,0.00097421714,0.0000018340297,0.000014148651,0.000012526208,0.000008555446,0.000012755346,0.000009777176],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922824,0.00000412042,0.0003522313,0.00012200637,0.00013200694,0.0001613807],"domain_scores_gemma":[0.9995897,0.000041635372,0.00008645528,0.00018378814,0.00007045171,0.000027983568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022691544,0.00014010583,0.00033519635,0.00021624063,0.00003235455,0.000036552818,0.00027811903,0.000046420904,0.00013460217],"category_scores_gemma":[0.000015802565,0.00011696483,0.00006310071,0.00015747178,0.000046805948,0.00015121537,0.000040527946,0.00009673366,4.0070978e-7],"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":[0.000021370188,0.00004792579,0.02891254,0.0010521931,0.0008332432,0.0000020434882,0.0055639707,0.08328019,0.8551815,0.0048254686,0.0000060378693,0.020273497],"study_design_scores_gemma":[0.0003096905,0.000035845816,0.16273743,0.000054954144,0.00013477534,4.2275568e-7,0.0000734065,0.83132416,0.005189107,0.000030687715,0.00000573537,0.00010380972],"about_ca_topic_score_codex":0.00006218008,"about_ca_topic_score_gemma":0.000027542168,"teacher_disagreement_score":0.8499924,"about_ca_system_score_codex":0.000008507327,"about_ca_system_score_gemma":0.0000135344235,"threshold_uncertainty_score":0.47696874},"labels":[],"label_agreement":null},{"id":"W2795499937","doi":"10.1615/tfec2017.emi.018342","title":"COMPARISON OF A TRADITIONAL HEAT SINK VERSUS A VAPOUR CHAMBER HEAT SINK COOLED BY FORCED CONVECTION","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Heat sink; Sink (geography); Forced convection; Materials science; Convection; Mechanics; Thermodynamics; Nuclear engineering; Physics; Engineering","score_opus":0.038128461733371775,"score_gpt":0.24526402364903035,"score_spread":0.20713556191565857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795499937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654447,0.0003288408,0.030487174,0.000031107265,0.00035519805,0.00016233524,0.00005792,0.0001068272,0.0030258873],"genre_scores_gemma":[0.9993964,0.000049491227,0.0003842817,0.000003232079,0.00007243989,0.000016757976,0.000027381495,0.000026744721,0.000023290952],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917847,0.0000037035525,0.0003060309,0.00016466243,0.00013693064,0.00021021663],"domain_scores_gemma":[0.99962604,0.00004661088,0.000021362415,0.00010817601,0.000106139,0.00009166543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008731655,0.00019870666,0.00033749457,0.0000736982,0.00009947951,0.000062764804,0.00011375881,0.00010682127,0.00014003493],"category_scores_gemma":[0.000020843649,0.00020867288,0.000048080274,0.00005103894,0.000070141454,0.00032405963,0.00001641895,0.00016485398,0.0000011593755],"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":[0.00009702412,0.00004665953,0.0013978401,0.0007524387,0.0001046117,6.16432e-7,0.0011652439,0.019610954,0.97352606,0.002374989,0.00007264956,0.00085091963],"study_design_scores_gemma":[0.0015024992,0.00019963674,0.0059436294,0.0001841798,0.000042528267,0.000005102296,0.000093362585,0.7473343,0.24432163,0.000024734925,0.000076982345,0.00027142462],"about_ca_topic_score_codex":0.000017701514,"about_ca_topic_score_gemma":0.0000024207952,"teacher_disagreement_score":0.7292044,"about_ca_system_score_codex":0.000021525053,"about_ca_system_score_gemma":0.000020017984,"threshold_uncertainty_score":0.8509433},"labels":[],"label_agreement":null},{"id":"W2795534156","doi":"10.1615/tfec2017.cfs.018339","title":"Multi-Objective Shape Optimisation of Natural Convection Cooled Plate-Fin Heat Sinks with Localised Heat Sources","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Heat sink; Fin; Natural convection; Convection; Materials science; Mechanics; Heat transfer; Thermodynamics; Physics; Composite material","score_opus":0.012999411341437226,"score_gpt":0.20266842399427826,"score_spread":0.18966901265284103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795534156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94821215,0.0002583179,0.0507303,0.0000116542415,0.00012605244,0.00019058796,0.000012947725,0.000106241256,0.00035177585],"genre_scores_gemma":[0.99727464,0.00005243036,0.0025649765,0.0000035626927,0.00003721702,0.000013852413,0.000009394705,0.000028436303,0.000015519072],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992796,0.000004117506,0.00023578867,0.00017755028,0.000114385635,0.00018854902],"domain_scores_gemma":[0.99961704,0.000026192653,0.000023153627,0.00010441706,0.00016378079,0.00006538817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009072757,0.00020541728,0.0002800244,0.000097022756,0.000096688156,0.000072677554,0.00012667022,0.00009571788,0.000050037244],"category_scores_gemma":[0.000017456015,0.00018443256,0.00003154962,0.00006089591,0.000093169496,0.0004116636,0.000018290442,0.00018449045,5.016234e-7],"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":[0.00008237464,0.000020859328,0.0032597294,0.0007223169,0.00009189706,9.636632e-7,0.002501863,0.12015853,0.87152576,0.00021075543,0.0000011371696,0.001423786],"study_design_scores_gemma":[0.0008073355,0.00008372268,0.02100802,0.00021529298,0.000026342763,0.0000052795745,0.00014478862,0.73865616,0.23886363,0.000003731907,0.0000039797255,0.00018169032],"about_ca_topic_score_codex":0.000035425157,"about_ca_topic_score_gemma":0.000007091596,"teacher_disagreement_score":0.6326622,"about_ca_system_score_codex":0.000019928777,"about_ca_system_score_gemma":0.000022658676,"threshold_uncertainty_score":0.75209415},"labels":[],"label_agreement":null},{"id":"W2795582145","doi":"10.1615/tfec2017.fnt.017613","title":"HYDROPHOBIC STAINLESS STEEL SURFACES WITH MICRON-SCALE AND SUB-MICRON STRUCTURES FROM LASER FABRICATION","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Surface Modification and Superhydrophobicity","field":"Materials 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":"Memorial University of Newfoundland","funders":"","keywords":"Fabrication; Materials science; Laser; Nanotechnology; Optoelectronics; Optics","score_opus":0.013456475749925888,"score_gpt":0.20450507651641897,"score_spread":0.19104860076649308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795582145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998623,0.00031770533,0.0005008898,0.00004682057,0.000090725815,0.00013713283,0.000055301876,0.000043622105,0.00018479374],"genre_scores_gemma":[0.9986416,0.00004829907,0.0011738205,0.000009828143,0.00003423106,0.000008664928,0.0000059481404,0.00001632599,0.000061290346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991607,0.000008314604,0.00018549216,0.0003255536,0.00012532398,0.00019461496],"domain_scores_gemma":[0.9994323,0.000033807777,0.00011153502,0.00020231999,0.00013366356,0.00008632177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012498918,0.00018473716,0.00023681973,0.000041233874,0.00019829378,0.00025638094,0.00023830263,0.0000649537,0.00014844659],"category_scores_gemma":[0.000015599662,0.00015126869,0.000015610478,0.000028821847,0.000201257,0.00035954817,0.00008959883,0.00010055775,0.0000029092525],"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":[0.000035361027,0.000011057863,0.014232473,0.00010235253,0.0000091713355,5.5696114e-7,0.00095765793,0.00009445925,0.98392105,0.0002162653,0.000003237444,0.00041637098],"study_design_scores_gemma":[0.00031455496,0.000038163515,0.18598355,0.00005741552,0.000013673283,0.000002239593,0.00022036087,0.0065217065,0.8065464,0.00008556755,0.000031904958,0.00018444481],"about_ca_topic_score_codex":0.0001835779,"about_ca_topic_score_gemma":0.00001772241,"teacher_disagreement_score":0.17737462,"about_ca_system_score_codex":0.000012087853,"about_ca_system_score_gemma":0.000029819907,"threshold_uncertainty_score":0.6168558},"labels":[],"label_agreement":null},{"id":"W2795749195","doi":"10.1615/tfec2017.tpp.017642","title":"NUMERICAL PREDICTIONS OF TRANSIENT COOLING AND PHASE CHANGE OF A FALLING WATER DROPLET IN SUB-ZERO AIR TEMPERATURES","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Falling (accident); Transient (computer programming); Mechanics; Phase change; Zero (linguistics); Transient analysis; Phase (matter); Materials science; Environmental science; Thermodynamics; Physics; Meteorology; Transient response; Computer science; Engineering; Electrical engineering","score_opus":0.019939637244145086,"score_gpt":0.2220874839821483,"score_spread":0.20214784673800323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795749195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963523,0.0009853434,0.0022903376,0.000022059816,0.00006761257,0.00011916927,0.000021251195,0.00007116531,0.00007077374],"genre_scores_gemma":[0.99942183,0.00024170829,0.00027128487,0.0000013571695,0.000020039972,0.000023969462,0.0000021120895,0.000014861785,0.0000028486259],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993905,0.0000015574965,0.0002305052,0.00012542873,0.00007253592,0.0001794908],"domain_scores_gemma":[0.99976915,0.000014546288,0.000034268436,0.00009863918,0.00004618394,0.000037211776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008213914,0.00013953994,0.00027309946,0.00012639383,0.000037277798,0.000017982204,0.00013158079,0.00007796663,0.00000975168],"category_scores_gemma":[0.000016688457,0.000117764386,0.000027922988,0.000043442695,0.000093186616,0.0001825102,0.00003784656,0.0001531784,9.3723614e-8],"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":[0.00001943201,0.00002253852,0.002931914,0.00067221816,0.000032172535,0.0000014501785,0.0020965294,0.0008203682,0.99146247,0.00030009277,0.0000015283058,0.0016392778],"study_design_scores_gemma":[0.000928502,0.00015243636,0.030013397,0.00048546426,0.000027420563,0.000008548739,0.00028636042,0.12887762,0.83890617,0.00005743885,0.00003296899,0.00022364325],"about_ca_topic_score_codex":0.000019008528,"about_ca_topic_score_gemma":0.000002357567,"teacher_disagreement_score":0.15255629,"about_ca_system_score_codex":0.0000063542775,"about_ca_system_score_gemma":0.0000060668212,"threshold_uncertainty_score":0.48022923},"labels":[],"label_agreement":null},{"id":"W2795852273","doi":"10.1615/tfec2017.est.017936","title":"NUMERICAL STUDY OF NANOPARTICLE ENHANCED HEAT TRANSFER IN A SOLAR THERMAL ENERGY STORAGE UNIT","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","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":"Memorial University of Newfoundland","funders":"","keywords":"Thermal energy storage; Heat transfer; Materials science; Thermal; Nanoparticle; Unit (ring theory); Solar energy; Energy storage; Nuclear engineering; Engineering physics; Thermodynamics; Nanotechnology; Physics; Electrical engineering; Engineering","score_opus":0.023034819852139947,"score_gpt":0.22489628621961674,"score_spread":0.2018614663674768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795852273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970851,0.00015609752,0.0006824139,0.0000068254076,0.00012259147,0.00015234419,0.000004840187,0.00003508131,0.0017547185],"genre_scores_gemma":[0.9997644,0.0000059995846,0.000020697922,0.0000062789945,0.000058628862,0.000041331325,0.0000011256245,0.000027895561,0.00007365527],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881697,0.00002468202,0.000416173,0.0002666972,0.00017866165,0.00029680488],"domain_scores_gemma":[0.99947286,0.000045077963,0.00005611199,0.00023775823,0.000093461895,0.00009473804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020867484,0.00022590652,0.00044539414,0.000094061965,0.00009348148,0.000052219788,0.00034057576,0.00008555031,0.00020478462],"category_scores_gemma":[0.000032990647,0.00020143927,0.000047734717,0.000093332485,0.00006843661,0.00026437684,0.00006339005,0.0001565697,0.0000013611137],"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":[0.00009968944,0.00018095295,0.012604071,0.00016678547,0.000055653632,0.0000048921775,0.006072072,0.0018115226,0.9751154,0.0018384904,2.1488117e-7,0.0020502266],"study_design_scores_gemma":[0.0017810252,0.0004845962,0.08452097,0.00020893649,0.000025572226,0.0000050093345,0.0008174155,0.032846175,0.87887836,0.000052501102,0.00005484221,0.00032458088],"about_ca_topic_score_codex":0.0021663527,"about_ca_topic_score_gemma":0.00007323443,"teacher_disagreement_score":0.096237056,"about_ca_system_score_codex":0.0000105173085,"about_ca_system_score_gemma":0.000026410089,"threshold_uncertainty_score":0.8214455},"labels":[],"label_agreement":null},{"id":"W2795888567","doi":"10.1615/tfec2017.bia.018385","title":"TIME-RESOLVED PIV OF THE PULSATILE FLOW FIELD DOWNSTREAM OF A MOCK AORTA IN AN EX VIVO HEART PERFUSION MODEL","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pulsatile flow; Ex vivo; Perfusion; Aorta; Blood flow; Flow (mathematics); Biomedical engineering; Cardiology; Internal medicine; Materials science; In vivo; Medicine; Physics; Mechanics; Biology","score_opus":0.016417418175016116,"score_gpt":0.2174244992996492,"score_spread":0.20100708112463306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795888567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997904,0.00008346954,0.0005853211,0.000011737326,0.000089170964,0.00013966521,0.000020946401,0.000026472826,0.0011392342],"genre_scores_gemma":[0.9991244,0.000004429276,0.0007745605,0.000005089358,0.00002173476,0.000010091437,0.0000014581987,0.000017924454,0.000040318602],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919933,0.00000490789,0.00031374133,0.00015834409,0.00015270393,0.00017096722],"domain_scores_gemma":[0.9994998,0.00003271577,0.000074934505,0.00027545972,0.00005771065,0.000059355145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015953273,0.00014889277,0.00029464907,0.0000633196,0.00004749413,0.000021081692,0.0003760128,0.00007512966,0.00043706317],"category_scores_gemma":[0.00004532,0.00012688125,0.000049187394,0.0000506247,0.000046156023,0.00023612955,0.00012039487,0.00017829011,4.13368e-7],"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":[0.0000114790155,0.000025292215,0.007560233,0.0004296012,0.000013074323,3.432754e-7,0.0007274709,0.04214061,0.9473454,0.00032339312,0.0000075692556,0.0014155436],"study_design_scores_gemma":[0.00018477619,0.000052328778,0.0064073163,0.00013091323,0.000010004577,0.0000014957059,0.00004665003,0.8494033,0.14353944,0.000093188944,0.000013015629,0.0001175294],"about_ca_topic_score_codex":0.000016852777,"about_ca_topic_score_gemma":0.0000062417375,"teacher_disagreement_score":0.8072627,"about_ca_system_score_codex":0.00000890787,"about_ca_system_score_gemma":0.000024735771,"threshold_uncertainty_score":0.5174067},"labels":[],"label_agreement":null},{"id":"W2795906559","doi":"10.1615/tfec2017.fnn.018388","title":"EFFECT OF BUBBLE SIZE PASSING THROUGH A RECTANGULAR ORIFICE USING PARTICLE SHADOW VELOCMETRY (PSV)","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bubble; Body orifice; Shadow (psychology); Particle (ecology); Computer science; Mechanics; Physics; Engineering; Mechanical engineering; Geology","score_opus":0.016696053030432152,"score_gpt":0.2424338934386925,"score_spread":0.22573784040826037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795906559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989978,0.00069283636,0.007714531,0.0000055012415,0.00022036393,0.00015141976,0.000008767757,0.00011987291,0.0011086693],"genre_scores_gemma":[0.9912159,0.00003338654,0.008591941,0.0000021962417,0.00007186921,0.000008228519,6.0504294e-7,0.000049027585,0.000026884747],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896806,0.0000075569733,0.00032246692,0.00022447178,0.00015065513,0.00032677568],"domain_scores_gemma":[0.99931014,0.00017377261,0.00010507114,0.00024511683,0.000089135865,0.000076752694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022927183,0.0002585256,0.0004291869,0.00004172914,0.00011184376,0.000073012976,0.00024195996,0.00009860851,0.0000563656],"category_scores_gemma":[0.00022645993,0.00025037976,0.00005422447,0.00009590965,0.000116241106,0.0005033673,0.000075931304,0.00019980213,0.0000012276956],"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":[0.000025654133,0.000007675817,0.0023526326,0.0011424284,0.00006356194,0.000003046436,0.0008604795,0.005599461,0.9855117,0.0008466772,0.0000012556474,0.003585415],"study_design_scores_gemma":[0.0004991718,0.00011871435,0.0028608567,0.000407211,0.000053131906,0.000013818871,0.000095918615,0.23761897,0.7579463,0.00008081626,0.000027934388,0.0002771132],"about_ca_topic_score_codex":0.000019621082,"about_ca_topic_score_gemma":4.717172e-7,"teacher_disagreement_score":0.23201951,"about_ca_system_score_codex":0.000027684242,"about_ca_system_score_gemma":0.00001646361,"threshold_uncertainty_score":0.9999949},"labels":[],"label_agreement":null},{"id":"W2796135118","doi":"10.1615/tfec2017.tpn.018120","title":"NUMERICAL INVESTIGATION ON THE TURBULENT CONVECTIVE HEAT TRANSFER OF NANOFLUID FLOWS IN AN UNIFORMALY HEATED PIPE","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Nanofluid; Turbulence; Convective heat transfer; Mechanics; Heat transfer; Convection; Materials science; Thermodynamics; Physics","score_opus":0.02526923456176059,"score_gpt":0.208788933353867,"score_spread":0.18351969879210642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796135118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967778,0.00016688001,0.0018994994,0.00009819784,0.00010340342,0.00024090636,0.000011317302,0.000061755345,0.0006402496],"genre_scores_gemma":[0.99974895,0.00005442466,0.000069134956,0.000018096924,0.000039505656,0.000030158684,0.0000041798075,0.000028183571,0.000007365553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903595,0.0000099464905,0.00035339335,0.0001919269,0.00015214762,0.00025664945],"domain_scores_gemma":[0.9995493,0.000045845718,0.000010220187,0.00019387258,0.000103393875,0.00009736011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020024639,0.00023510215,0.00032282155,0.00011939634,0.000085003856,0.00005727167,0.00027001768,0.00010575277,0.00008802501],"category_scores_gemma":[0.000015342639,0.00018500932,0.0000473149,0.00009095782,0.00009890092,0.00037439648,0.000013689893,0.00026027672,0.0000014561705],"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":[0.00003982114,0.000024391446,0.002862231,0.00030758177,0.000030684078,0.0000015425865,0.0020626013,0.0028926881,0.9859686,0.005471869,0.0000027467026,0.0003352819],"study_design_scores_gemma":[0.000517784,0.00021470447,0.032897066,0.00029690337,0.0000151799695,0.0000040717696,0.000087235385,0.17046955,0.7951771,0.00007482584,0.0000197866,0.0002257786],"about_ca_topic_score_codex":0.00004029197,"about_ca_topic_score_gemma":0.0000073590754,"teacher_disagreement_score":0.19079144,"about_ca_system_score_codex":0.000021408592,"about_ca_system_score_gemma":0.000027995078,"threshold_uncertainty_score":0.75444615},"labels":[],"label_agreement":null}]}