{"meta":{"query_hash":"79adc018e2d7","filters":{"venue":"Heat Transfer Research"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/79adc018e2d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Heat+Transfer+Research"},"results":[{"id":"W2063018937","doi":"10.1615/heattransres.v31.i6-8.70","title":"High-Turbulent Gas Screen in a Supersonic Nozzle","year":2000,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Turbulence; Mechanics; Compressibility; Adiabatic process; Discharge coefficient; Supersonic speed; Materials science; Flow (mathematics); Physics; Pressure gradient; Thermodynamics; Acceleration; Classical mechanics","score_opus":0.05857659168832865,"score_gpt":0.31674874478251824,"score_spread":0.2581721530941896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063018937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964574,0.000118963835,0.0025968691,0.000014167854,0.000004658386,0.0000073468505,0.000026438713,0.00010703891,0.00066711503],"genre_scores_gemma":[0.998953,0.000043735552,0.0006237361,0.0000064247843,0.0000019700856,0.0000034818693,0.000040793977,0.000012529046,0.00031427975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997676,0.00004227557,0.000007648391,0.000036067075,0.00009874801,0.000047611407],"domain_scores_gemma":[0.9996126,0.00015285386,0.00006859976,0.000031988588,0.00007275769,0.00006112688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033279837,0.00021268649,0.00035758392,0.00024309722,0.00030083512,0.0007722821,0.00021090658,0.0002503963,0.00064969575],"category_scores_gemma":[0.00069802743,0.0001457943,0.00019442919,0.00023060146,0.00046342585,0.0003036492,0.00028404634,0.00022578826,0.00010372842],"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":[0.0005268228,0.00003766895,0.0032915787,0.000047121815,0.0000103799775,0.00036146972,0.00013131616,0.008114061,0.9828415,0.0007952755,0.000091875285,0.0037509147],"study_design_scores_gemma":[0.000114662456,0.0015344206,0.044359386,0.000019629215,0.000042404237,0.00030105218,0.00013393235,0.091156825,0.86011994,0.00029687732,0.001862035,0.000058846246],"about_ca_topic_score_codex":0.0029709507,"about_ca_topic_score_gemma":0.0016950066,"teacher_disagreement_score":0.0029709507,"about_ca_system_score_codex":0.0006740135,"about_ca_system_score_gemma":0.00030472194,"threshold_uncertainty_score":0.0059073567},"labels":[],"label_agreement":null},{"id":"W2547534120","doi":"10.1615/heattransres.2016011984","title":"CONVECTIVE HEAT TRANSFER OVER A FLAT PLATE IN THE WAKE OF A TURBULENCE GENERATOR","year":2016,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Turbulence; Anemometer; Mechanics; Wake; Nusselt number; Wind tunnel; Heat transfer; Turbulence kinetic energy; Heat flux; Leading edge; Physics; Materials science; Reynolds number","score_opus":0.04556981358409661,"score_gpt":0.3102176001950503,"score_spread":0.2646477866109537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547534120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765366,0.000024771538,0.0017498488,0.0000127430285,0.000009877589,0.000015129084,0.000022866141,0.000030915944,0.0004801351],"genre_scores_gemma":[0.9987282,0.000016731665,0.0007581802,0.0000041865837,0.0000019010363,0.000005763271,0.000019962257,0.0000028746292,0.00046221865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999052,0.000010094821,0.0000035871376,0.000017535553,0.00003483452,0.000028737975],"domain_scores_gemma":[0.999864,0.00003394418,0.00002388793,0.000014526768,0.000029250466,0.00003449181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018178605,0.00037583467,0.00031216134,0.00020901517,0.0003985089,0.00037423614,0.00025278324,0.00021014782,0.00083971635],"category_scores_gemma":[0.00026594743,0.00017059782,0.00019326588,0.00017433494,0.0006252454,0.0002741249,0.00033367553,0.000261933,0.00012664462],"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":[0.0006764991,0.00013086578,0.003252942,0.000073303556,0.000012290204,0.00051608484,0.00013784875,0.02414909,0.9667623,0.0005352414,0.00010313235,0.003650302],"study_design_scores_gemma":[0.000257132,0.0056578484,0.047640905,0.000021966654,0.00005196446,0.00026449442,0.00039125307,0.20969562,0.7343122,0.00058029784,0.0010534843,0.00007286587],"about_ca_topic_score_codex":0.0019674178,"about_ca_topic_score_gemma":0.0014841959,"teacher_disagreement_score":0.0019674178,"about_ca_system_score_codex":0.00030143082,"about_ca_system_score_gemma":0.000460325,"threshold_uncertainty_score":0.003911972},"labels":[],"label_agreement":null},{"id":"W2548165968","doi":"10.1615/heattransres.2016013742","title":"MODELING OF FLUID FLOW AND HEAT TRANSFER OF AA1050 ALUMINUM ALLOY IN A MODERN LOW-HEAD DIRECT-CHILL SLAB CASTER","year":2016,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Slab; Mold; Computational fluid dynamics; Head (geology); Sump (aquarium); Heat transfer; Mechanics; Casting; Caster; Heat transfer coefficient; Water cooling; Continuous casting; Superheating; Flow (mathematics); Composite material; Mechanical engineering; Thermodynamics; Structural engineering; Geology","score_opus":0.03979286463863019,"score_gpt":0.2695916803515551,"score_spread":0.22979881571292493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548165968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239599,0.0002479258,0.06234365,0.00013492136,0.000028958844,0.000112503105,0.00055645936,0.0004287117,0.012186956],"genre_scores_gemma":[0.98626953,0.00014852665,0.00786385,0.000014832798,0.0000066764205,0.00010484814,0.00019858501,0.000037184283,0.0053559747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989486,0.000017144432,0.000004987268,0.000022839966,0.000033403026,0.00002680954],"domain_scores_gemma":[0.99990094,0.000044907778,0.000018091287,0.000008577743,0.000015956462,0.00001143454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017920918,0.000511447,0.0006500627,0.00038971362,0.00059504394,0.00081290206,0.00089291454,0.0011371922,0.0016261898],"category_scores_gemma":[0.0002834258,0.00033427638,0.00061112386,0.0003026287,0.000565774,0.0003181609,0.00037325668,0.00041329148,0.00032107666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000623259,0.00006183875,0.0010118078,0.000042936535,0.0000072265907,0.00009346647,0.00006026379,0.97828627,0.016852645,0.0008500737,0.00009101609,0.0025801077],"study_design_scores_gemma":[0.000010164987,0.000029749299,0.0005740141,0.0000028365125,0.0000031270451,0.000012393266,0.000012014807,0.9970354,0.0020224208,0.00007307012,0.00021992471,0.0000048942584],"about_ca_topic_score_codex":0.022304941,"about_ca_topic_score_gemma":0.00812298,"teacher_disagreement_score":0.022304941,"about_ca_system_score_codex":0.0010264105,"about_ca_system_score_gemma":0.0013444467,"threshold_uncertainty_score":0.044350266},"labels":[],"label_agreement":null},{"id":"W2738747060","doi":"10.1615/heattransres.2017019594","title":"HEAT TRANSFER OF IMPINGING SEAWATER SPRAY AND ICE ACCUMULATION ON MARINE VESSEL SURFACES","year":2017,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sea ice growth processes; Icing; Thermal conduction; Heat transfer; Brine; Materials science; Seawater; Salinity; Heat flux; Thermal conductivity; Environmental science; Sea ice thickness; Sea ice; Mechanics; Geology; Atmospheric sciences; Thermodynamics; Arctic ice pack; Composite material; Oceanography","score_opus":0.10779600055475755,"score_gpt":0.3615054721232511,"score_spread":0.25370947156849355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738747060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7462609,0.00048413695,0.24501161,0.0003079202,0.00012561059,0.000083163635,0.00016017756,0.00024038069,0.007326165],"genre_scores_gemma":[0.9953359,0.00017631015,0.002034821,0.000017239394,0.00001606588,0.000024184143,0.00004618176,0.00001841286,0.002330917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999106,0.000017340792,0.0000033771025,0.000023659753,0.000025974205,0.000019086481],"domain_scores_gemma":[0.99985945,0.000083779276,0.000017067166,0.0000085256315,0.000021836528,0.000009389831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016300974,0.000576479,0.0005608428,0.0002113569,0.00027048792,0.000521881,0.0005283698,0.000824153,0.0008507716],"category_scores_gemma":[0.000565283,0.00028341846,0.00065806747,0.00014529066,0.0007869164,0.0007231437,0.00046725923,0.00059177744,0.00009549893],"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":[0.00003288736,0.000014447956,0.0010231539,0.000025768697,0.000007257029,0.00013873259,0.000038211867,0.98364335,0.011705296,0.00073420367,0.000098486526,0.002538151],"study_design_scores_gemma":[0.0000036618117,0.000013118818,0.00025369882,8.8446393e-7,0.000001489556,0.000009054821,0.000006636479,0.9984333,0.0011149937,0.00010281707,0.000057987032,0.000002289784],"about_ca_topic_score_codex":0.014993374,"about_ca_topic_score_gemma":0.0039267177,"teacher_disagreement_score":0.014993374,"about_ca_system_score_codex":0.0005959203,"about_ca_system_score_gemma":0.0005400283,"threshold_uncertainty_score":0.029812217},"labels":[],"label_agreement":null},{"id":"W3048839041","doi":"10.1615/heattransres.2020034568","title":"A CONJUGATE MODEL FOR BUBBLE GROWTH IN LOW-VELOCITY SUBCOOLED FLOWS","year":2020,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bubble; Subcooling; Mechanics; Materials science; Evaporation; Condensation; Thermodynamics; Thermal conduction; Boundary layer; Heat transfer; Physics","score_opus":0.10680551637453879,"score_gpt":0.3214483090257664,"score_spread":0.2146427926512276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048839041","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08187573,0.0004931724,0.9014813,0.0005650605,0.00010067611,0.000093842245,0.00017772042,0.00021004326,0.015002393],"genre_scores_gemma":[0.8972263,0.00081530894,0.055505656,0.00017735115,0.00010411876,0.00041031648,0.00019871841,0.00020204016,0.045360282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988735,0.00003251797,0.000003787765,0.000024977568,0.0000349539,0.000016391581],"domain_scores_gemma":[0.9997485,0.00011972075,0.000036023044,0.000016456543,0.000048815375,0.000030376219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002258662,0.0005684144,0.000554468,0.00035967323,0.00044698577,0.00093784294,0.0012124267,0.0013119971,0.0028080668],"category_scores_gemma":[0.0007626626,0.00036891765,0.0005884444,0.00029417107,0.0009762695,0.0015252067,0.00090815255,0.0010611679,0.00057006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046339657,0.000036349735,0.000390621,0.00006277917,0.000013244842,0.0002077552,0.00010282265,0.8582942,0.012639915,0.124129385,0.000599467,0.0034771734],"study_design_scores_gemma":[0.000004445044,0.0000070110123,0.00003581426,0.0000011893779,0.0000014162694,0.000011599002,0.000003362913,0.99463403,0.00031421313,0.004562808,0.00042060437,0.0000035401147],"about_ca_topic_score_codex":0.0031790957,"about_ca_topic_score_gemma":0.0011313052,"teacher_disagreement_score":0.0031790957,"about_ca_system_score_codex":0.00083581876,"about_ca_system_score_gemma":0.00071066635,"threshold_uncertainty_score":0.00939393},"labels":[],"label_agreement":null},{"id":"W4378194984","doi":"10.1615/heattransres.2023047797","title":"GAS-LIQUID FILM DISTRIBUTION AND SEPARATION OF CONDENSATION FROM A DOWNWARD-FLOWING STEAM-NONCONDENSABLE GAS MIXTURE ONTO A HORIZONTAL TUBE AT SUBATMOSPHERIC PRESSURE","year":2023,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Subcooling; Materials science; Condensation; Thermodynamics; Mass transfer; Heat transfer; Mass fraction; Compressed fluid; Mechanics; Composite material; Physics","score_opus":0.03191640709437512,"score_gpt":0.2998836796934648,"score_spread":0.2679672725990897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378194984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866687,0.00020993417,0.011558615,0.000028720482,0.0000055723617,0.000015374317,0.00011491195,0.00008468035,0.0013134413],"genre_scores_gemma":[0.9981681,0.000095192176,0.001185352,0.0000025810948,0.0000014703913,0.000007508266,0.000063309904,0.000005989824,0.00047045617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999509,0.00000490009,0.00000147347,0.000013052485,0.000019889836,0.00000976818],"domain_scores_gemma":[0.99993634,0.000030875442,0.00001251691,0.000003357001,0.000011950941,0.000004991348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007659867,0.0002598503,0.00016958191,0.00026278722,0.00014436182,0.0002160971,0.00024881324,0.00020391343,0.00068645104],"category_scores_gemma":[0.0001997059,0.00013646248,0.0002409744,0.00014536605,0.00023172618,0.00029936252,0.00014046712,0.00021460498,0.0000934953],"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":[0.00021867745,0.000049876617,0.0047670193,0.00010776936,0.000017596925,0.00017203305,0.00006990984,0.048905365,0.9377321,0.0015459214,0.00010032447,0.0063135307],"study_design_scores_gemma":[0.000016266002,0.00018331427,0.010630932,0.0000058358414,0.000017042723,0.000057912745,0.000029143,0.5289017,0.45954865,0.00021068148,0.00038795534,0.000010569298],"about_ca_topic_score_codex":0.004431602,"about_ca_topic_score_gemma":0.00209887,"teacher_disagreement_score":0.004431602,"about_ca_system_score_codex":0.00042763856,"about_ca_system_score_gemma":0.00020248262,"threshold_uncertainty_score":0.008811593},"labels":[],"label_agreement":null},{"id":"W4383427079","doi":"10.1615/heattransres.2023048590","title":"NUMERICAL INVESTIGATION OF HEAT TRANSFER AND TURBULENT FLUID FLOW FOR TRANSVERSE VORTEX GENERATORS WITH NANOPARTICLES","year":2023,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vortex generator; Nusselt number; Pressure drop; Reynolds number; Materials science; Mechanics; Multiphysics; Heat transfer; Heat transfer enhancement; Turbulence; Nanofluid; Heat exchanger; Thermodynamics; Vortex; Physics; Finite element method","score_opus":0.051868734677250304,"score_gpt":0.28144801025275656,"score_spread":0.22957927557550625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383427079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8493176,0.00050079945,0.141524,0.00031479023,0.000096322816,0.00010275908,0.000095789306,0.00023747138,0.0078104576],"genre_scores_gemma":[0.977494,0.00012050964,0.020653633,0.000014991411,0.000009203207,0.00006284782,0.00003202828,0.000019548757,0.0015932993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998714,0.000036869245,0.000006386113,0.000021677351,0.000039011717,0.000024604898],"domain_scores_gemma":[0.9997062,0.000176193,0.000047937152,0.000014761535,0.000037760816,0.000017163262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039848327,0.00043138472,0.0004414816,0.00039819715,0.00045676023,0.0005462517,0.00040056126,0.00076867413,0.0007433475],"category_scores_gemma":[0.00089751213,0.00021976932,0.0004449159,0.0002457811,0.0006935698,0.00046390825,0.00038066614,0.00028760632,0.00009846416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020133042,0.0001224069,0.0046162168,0.00021868448,0.000024648503,0.0003601367,0.0001645874,0.90318334,0.07261609,0.0069922637,0.00036904504,0.01113119],"study_design_scores_gemma":[0.000009570877,0.000046187757,0.00022425063,0.000003064175,0.0000023707755,0.0000142453555,0.000013303102,0.9959741,0.0033799293,0.0001751797,0.00015315886,0.0000047038466],"about_ca_topic_score_codex":0.0018561169,"about_ca_topic_score_gemma":0.0010713434,"teacher_disagreement_score":0.0018561169,"about_ca_system_score_codex":0.00047674417,"about_ca_system_score_gemma":0.00049520656,"threshold_uncertainty_score":0.0036905408},"labels":[],"label_agreement":null},{"id":"W4386869729","doi":"10.1615/heattransres.2023049214","title":"CHARACTERIZATION AND MODELING OF DENSITY AS A FUNCTION OF TEMPERATURE FOR PARAFFIN WAX PHASE CHANGE MATERIALS (PCMs)","year":2023,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Phase Change Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Materials science; Paraffin wax; Wax; Characterization (materials science); Phase-change material; Thermal expansion; Thermal; Dilatometer; Thermal energy storage; Thermodynamics; Phase transition; Composite material; Nanotechnology","score_opus":0.2060122541839358,"score_gpt":0.3858166461872941,"score_spread":0.17980439200335832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386869729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6496276,0.0015309454,0.34113118,0.00021978815,0.000046082532,0.00015741098,0.00059891224,0.0006491686,0.0060388623],"genre_scores_gemma":[0.96719635,0.0008982481,0.02968119,0.000014423616,0.000008243212,0.00007923863,0.00023991859,0.00006230446,0.0018202704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997509,0.000027585489,0.00000913268,0.00004415465,0.00014482958,0.000023350582],"domain_scores_gemma":[0.99948126,0.00026535222,0.000083953666,0.000046617133,0.00011365454,0.000009106564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004301737,0.00033737902,0.00023697643,0.00039993302,0.0001919555,0.00032520198,0.00048895815,0.00035848483,0.00081495004],"category_scores_gemma":[0.0014241779,0.00027351038,0.00042472544,0.00038345755,0.00034596375,0.0007059163,0.00018962065,0.00042351117,0.00025276662],"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":[0.00017874436,0.0001413073,0.00781159,0.0005308151,0.000026925334,0.00023777947,0.00033327253,0.38913321,0.5520718,0.005010376,0.0004421812,0.044081956],"study_design_scores_gemma":[0.0000050351928,0.00016611241,0.002849965,0.000017832148,0.000016143731,0.00011238238,0.0000663664,0.7497714,0.24432574,0.0004683142,0.0021815344,0.000019293439],"about_ca_topic_score_codex":0.001959257,"about_ca_topic_score_gemma":0.0017882548,"teacher_disagreement_score":0.001959257,"about_ca_system_score_codex":0.0005365425,"about_ca_system_score_gemma":0.00036116422,"threshold_uncertainty_score":0.0038957},"labels":[],"label_agreement":null},{"id":"W4388052900","doi":"10.1615/heattransres.2023051007","title":"EXPERIMENTAL STUDY ON AN AUTOMOBILE AIR CONDITIONING SYSTEM WITH INTERNAL HEAT EXCHANGER USING THE REFRIGERANTS HFC134a AND HFO1234yf","year":2023,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Montreal Protocol; Air conditioning; Refrigeration; Environmental science; Heat exchanger; Global-warming potential; Global warming; Greenhouse gas; Ozone layer; Internal heating; Waste management; Meteorology; Engineering; Climate change; Ozone; Mechanical engineering","score_opus":0.09151144175264884,"score_gpt":0.3647392300503847,"score_spread":0.27322778829773586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388052900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942773,0.00044512775,0.0030362443,0.00008592025,0.00016557502,0.00010282365,0.0003543225,0.00012471374,0.0014079354],"genre_scores_gemma":[0.9941251,0.00027420782,0.0023979282,0.000041589647,0.000024369794,0.00006403353,0.00020112004,0.00001980332,0.0028517435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994981,0.000038675378,0.000025910702,0.00014691947,0.00017261115,0.00011774246],"domain_scores_gemma":[0.9994968,0.00009213979,0.00005777558,0.000053375057,0.00023043681,0.00006944179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005415688,0.0005758291,0.0005861519,0.00037509462,0.0009368111,0.00043628362,0.0006276222,0.00079389097,0.004415621],"category_scores_gemma":[0.00051069685,0.00021683518,0.00090057665,0.00020124772,0.00046308225,0.0006392414,0.00046343685,0.000607088,0.0006144541],"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":[0.00202911,0.0012518604,0.0064684846,0.00080558547,0.000077274744,0.000896131,0.00044266842,0.0050085955,0.9677307,0.0004946595,0.001256049,0.0135389315],"study_design_scores_gemma":[0.00026596853,0.020103758,0.037898447,0.000074293945,0.00029726847,0.00052496,0.0008870642,0.03546649,0.8962707,0.000314615,0.007781407,0.0001150687],"about_ca_topic_score_codex":0.0021758417,"about_ca_topic_score_gemma":0.0025357674,"teacher_disagreement_score":0.004415621,"about_ca_system_score_codex":0.00029316565,"about_ca_system_score_gemma":0.00041576618,"threshold_uncertainty_score":0.0147717595},"labels":[],"label_agreement":null}]}