{"meta":{"query_hash":"17ffd65e71b9","filters":{"venue":"ASME Journal of Heat and Mass Transfer"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"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/17ffd65e71b9","api":"https://metacan.xera.ac/api/v1/cohort?venue=ASME+Journal+of+Heat+and+Mass+Transfer"},"results":[{"id":"W4297999963","doi":"10.1115/1.4055831","title":"Memorial Tributes to Professor Ivan Catton","year":2022,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Graphite, nuclear technology, radiation studies","field":"Materials 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":"Tribute; Management; Curriculum; Publishing; Library science; Engineering; Sociology; Art history; Political science; Art; Pedagogy; Law; Computer science","score_opus":0.012182074086095394,"score_gpt":0.24519174596845048,"score_spread":0.23300967188235508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297999963","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":[0.9870652,0.0005576012,0.00027882794,0.010353739,0.0013895683,0.00016833065,0.000056242334,0.000030317684,0.00010019555],"genre_scores_gemma":[0.9988564,0.00008611388,0.00041965974,0.0003385265,0.00015555974,0.00001242085,9.0136217e-7,0.000012666056,0.0001177286],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989296,0.00009341931,0.00032481106,0.00013232332,0.00030850127,0.00021135151],"domain_scores_gemma":[0.99966544,0.000058586957,0.00002922574,0.00010149397,0.000059343558,0.00008592703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005433066,0.000102411184,0.00026917618,0.00017572357,0.00029746376,0.000028924858,0.00020160289,0.000040545394,0.00037788827],"category_scores_gemma":[0.00002975633,0.00008488331,0.00007227425,0.00018541231,0.00006555555,0.00010855783,0.00004160686,0.00022458598,0.000010026993],"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":[0.00036453825,0.00008834348,0.0019688094,0.000017044184,0.000047469395,0.000032809836,0.001773273,0.00007277474,0.9818477,0.0012302161,0.0116784135,0.00087860087],"study_design_scores_gemma":[0.0074536633,0.005273012,0.023957469,0.000061310515,0.0003632698,0.000652953,0.010093319,0.000056707428,0.36975652,0.007606274,0.5738484,0.00087709114],"about_ca_topic_score_codex":0.0000062182985,"about_ca_topic_score_gemma":0.000009629476,"teacher_disagreement_score":0.6120912,"about_ca_system_score_codex":0.00004103356,"about_ca_system_score_gemma":0.00003647368,"threshold_uncertainty_score":0.41376114},"labels":[],"label_agreement":null},{"id":"W4311207317","doi":"10.1115/1.4056371","title":"Inverse Methods in Thermal Radiation Analysis and Experiment","year":2022,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Inverse problem; Inverse; Boundary (topology); Boundary value problem; Radiation; Computer science; Thermal radiation; Thermal; Applied mathematics; Calculus (dental); Mathematical optimization; Mathematics; Mathematical analysis; Physics; Optics; Geometry; Meteorology","score_opus":0.053725705119049706,"score_gpt":0.38172812032930825,"score_spread":0.3280024152102585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311207317","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66928107,0.0009837893,0.32842594,0.0006036482,0.00017296971,0.00014077085,0.0000036437277,0.000006927793,0.0003812816],"genre_scores_gemma":[0.48108354,0.00022468762,0.51841927,0.00016423642,0.000035012494,0.000014750163,4.9183996e-7,0.00001476776,0.000043263157],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99835926,0.00072992593,0.00043727283,0.000114112496,0.00022038094,0.00013903448],"domain_scores_gemma":[0.99929786,0.0004616524,0.00004316534,0.0000881465,0.000024174904,0.000085021864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019300625,0.00010061856,0.0003759939,0.00032285423,0.000073042815,0.000017317454,0.00007920249,0.000036213456,0.00032996287],"category_scores_gemma":[0.00005585609,0.00008385883,0.000116886105,0.00035823107,0.000041392635,0.00011753782,0.000023814326,0.00029884747,1.3995233e-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":[0.00092140376,0.00076485815,0.041687384,0.0002300698,0.0027510766,0.00018140601,0.023917906,0.0025375509,0.75512356,0.0120594725,0.0005081169,0.15931718],"study_design_scores_gemma":[0.018332878,0.004174214,0.022590568,0.00014888203,0.007608916,0.000512827,0.016753275,0.045880828,0.3379738,0.5174293,0.026575787,0.002018693],"about_ca_topic_score_codex":0.000025747697,"about_ca_topic_score_gemma":0.0000044284243,"teacher_disagreement_score":0.50536984,"about_ca_system_score_codex":0.00006567834,"about_ca_system_score_gemma":0.000022982927,"threshold_uncertainty_score":0.36128622},"labels":[],"label_agreement":null},{"id":"W4328128657","doi":"10.1115/1.4062175","title":"Experimental and Numerical Analysis of Heat Transfer and Flow Phenomena in Taylor Flow Through a Straight Mini-Channel","year":2023,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pressure drop; Mechanics; Backflow; Laminar flow; Heat transfer; Thermodynamics; Materials science; Open-channel flow; Flow coefficient; Isothermal flow; Volumetric flow rate; Dimensionless quantity; Flow (mathematics); Physics; Mechanical engineering; Inlet","score_opus":0.015227962475235732,"score_gpt":0.24726228712621964,"score_spread":0.23203432465098392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328128657","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":[0.62605596,0.001872404,0.37140563,0.00016977557,0.00007403428,0.000113142756,0.0000504316,0.00002667072,0.00023197845],"genre_scores_gemma":[0.9985672,0.0004013994,0.00087235187,0.00005213016,0.00004865832,0.000006795175,0.000019310253,0.00002140269,0.000010721443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989014,0.00002214265,0.00055278,0.00014432873,0.00017149535,0.00020779832],"domain_scores_gemma":[0.99977374,0.00003553356,0.000006775572,0.00007383408,0.00005833657,0.00005176255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025451413,0.00018393427,0.00050407386,0.00046869885,0.000034390403,0.000019223779,0.00006061218,0.00009759724,0.00005113765],"category_scores_gemma":[0.0000026862053,0.00015858188,0.00008109895,0.00095037546,0.00009447687,0.0002426697,0.000007793261,0.0002065785,2.5847194e-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":[0.00017359556,0.00008563289,0.000580275,0.00014500297,0.0007731812,0.000047081274,0.0075967587,0.001751361,0.98285097,0.0006047142,0.00029817128,0.005093249],"study_design_scores_gemma":[0.0037616717,0.00084192306,0.0070903613,0.00017098818,0.0006319078,0.00010461355,0.002867237,0.13445935,0.8474797,0.00048737225,0.0015223431,0.0005825056],"about_ca_topic_score_codex":0.000011197267,"about_ca_topic_score_gemma":0.0000012892709,"teacher_disagreement_score":0.3725113,"about_ca_system_score_codex":0.000035599416,"about_ca_system_score_gemma":0.000012098028,"threshold_uncertainty_score":0.64667815},"labels":[],"label_agreement":null},{"id":"W4362635748","doi":"10.1115/1.4062261","title":"In Memoriam: Raymond Viskanta","year":2023,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Purdue University","keywords":"Philosophy; Art","score_opus":0.009427795329959356,"score_gpt":0.2280491859011466,"score_spread":0.21862139057118724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362635748","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":[0.99525374,0.0004678302,0.0018084968,0.0003880805,0.001250166,0.00004896562,0.0000047488934,0.000032495664,0.0007454606],"genre_scores_gemma":[0.9980416,0.0014726346,0.0001706924,0.000034362096,0.00018838781,0.0000016184604,5.7384017e-7,0.000019835088,0.00007024166],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993039,0.000017400513,0.00028494032,0.000058000023,0.0001358076,0.00019998799],"domain_scores_gemma":[0.9997776,0.000051491083,0.0000034626853,0.000069310714,0.00001903794,0.00007908308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029219367,0.00008826937,0.00018618908,0.0001838454,0.00001750319,0.000018019073,0.00008389117,0.00005467537,0.00003537791],"category_scores_gemma":[0.000007372977,0.00007957513,0.000049989238,0.0002214286,0.00001980576,0.00020382258,0.0000047984604,0.00021589569,0.000015397263],"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":[0.00019540898,0.000074754535,0.01230598,0.0002662477,0.00027222114,0.0014306802,0.0031082388,0.10857553,0.8493192,0.001923662,0.017488388,0.0050396896],"study_design_scores_gemma":[0.007250968,0.00039555246,0.035687137,0.0002868559,0.00015274408,0.0005135594,0.00054257136,0.8706363,0.040207483,0.008415631,0.035098575,0.0008126298],"about_ca_topic_score_codex":0.000002602144,"about_ca_topic_score_gemma":0.000013367102,"teacher_disagreement_score":0.8091117,"about_ca_system_score_codex":0.00002813658,"about_ca_system_score_gemma":0.000010919613,"threshold_uncertainty_score":0.324498},"labels":[],"label_agreement":null},{"id":"W4387408274","doi":"10.1115/1.4063651","title":"Computational Modeling With Phantom-Tissue Validation of Gold-Nanorod-Enhanced Laser Ablation of Prostate Cancer","year":2023,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nanorod; Ablation; Materials science; Imaging phantom; Laser ablation; Volume fraction; Biomedical engineering; Prostate; Volume (thermodynamics); Laser; Ablation zone; Nanotechnology; Nuclear medicine; Composite material; Optics; Cancer; Medicine; Thermodynamics; Internal medicine","score_opus":0.010803173746055397,"score_gpt":0.2410860110320742,"score_spread":0.23028283728601878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387408274","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":[0.905147,0.00009603153,0.09430307,0.000086334396,0.00011382286,0.00009688087,0.000031164764,0.000017434208,0.00010826198],"genre_scores_gemma":[0.9986194,0.00048103137,0.0007813127,0.0000052899213,0.000045777982,0.0000033168437,0.000014031241,0.000016372565,0.00003349035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924165,0.000017918694,0.00033658085,0.0000674178,0.00021604788,0.0001203815],"domain_scores_gemma":[0.9997008,0.000041266467,0.000026829724,0.000040266223,0.00014582962,0.000044997672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014759306,0.00009702999,0.0002172988,0.00013280944,0.000022874936,0.000010714315,0.00004085927,0.00004830345,0.000026257743],"category_scores_gemma":[0.000002416054,0.00007803199,0.000034316643,0.00019652203,0.00001707947,0.00026542213,0.0000018886223,0.00011005842,8.898868e-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":[0.0001136034,0.000010279784,0.00026325483,0.00012227286,0.00006341549,0.0000027666465,0.0006046042,0.7345,0.26374638,0.000043435088,0.000015944272,0.0005140318],"study_design_scores_gemma":[0.0008987068,0.0001804825,0.00036307136,0.00019045168,0.00006170103,0.000007558572,0.000070350216,0.25640932,0.74131465,0.00039532545,0.00002326622,0.00008507659],"about_ca_topic_score_codex":0.000016291353,"about_ca_topic_score_gemma":0.000019770156,"teacher_disagreement_score":0.47809067,"about_ca_system_score_codex":0.000021376643,"about_ca_system_score_gemma":0.00004218632,"threshold_uncertainty_score":0.3182052},"labels":[],"label_agreement":null},{"id":"W4387875068","doi":"10.1115/1.4063868","title":"Energy Modeling of an Aquaculture Raceway","year":2023,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Water Quality Monitoring Technologies","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":"Raceway; Aquaculture; Environmental science; Setback; Environmental engineering; Fish <Actinopterygii>; Fishery; Biology; Materials science; Engineering","score_opus":0.026576912462113158,"score_gpt":0.25110505120723037,"score_spread":0.2245281387451172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387875068","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":[0.9923445,0.00008708646,0.00657036,0.0006905416,0.00009236249,0.000022488395,0.0000027697813,0.00003072851,0.0001591544],"genre_scores_gemma":[0.9981934,0.00030723622,0.0013446144,0.000017955905,0.000033745193,7.952161e-7,8.0139915e-7,0.0000073928372,0.00009407424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992656,0.00003417058,0.00024241609,0.00008961628,0.0002283139,0.00013984962],"domain_scores_gemma":[0.99980336,0.00001715814,0.000014522122,0.00009661883,0.000011478814,0.000056865632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027841545,0.00007761663,0.00016073545,0.000056909834,0.000041732677,0.000012809548,0.00016399953,0.00007704344,0.000029813868],"category_scores_gemma":[0.000006378761,0.00005543141,0.00005209677,0.0001365545,0.00007040585,0.00025659142,0.000023648643,0.00011715934,0.0000031637787],"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":[0.00012897831,0.0000987918,0.010054088,0.00003955095,0.00006686766,0.00007730324,0.0022912337,0.045581255,0.9256672,0.00045369135,0.00068025413,0.014860737],"study_design_scores_gemma":[0.0025717388,0.0017942507,0.0111978445,0.00022797429,0.00017675139,0.00019830154,0.0039479523,0.09251774,0.83548695,0.03957835,0.011583895,0.00071823166],"about_ca_topic_score_codex":0.0001220281,"about_ca_topic_score_gemma":0.000018689805,"teacher_disagreement_score":0.09018028,"about_ca_system_score_codex":0.000018335566,"about_ca_system_score_gemma":0.0000045632833,"threshold_uncertainty_score":0.22604273},"labels":[],"label_agreement":null},{"id":"W4388734392","doi":"10.1115/1.4064052","title":"Estimating the Thermal Conductivity of Thin Films: A Novel Approach Using the Transient Plane Source Method","year":2023,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Thermal properties of materials","field":"Materials 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":"National Research Council Canada","keywords":"Materials science; Thermal conductivity; Thin film; Transient (computer programming); Thermal conductivity measurement; Thermal resistance; Composite material; Resistance thermometer; Thermal; Thermal contact conductance; Contact resistance; Thermal contact; Layer (electronics); Temperature measurement; Computer science; Nanotechnology; Thermodynamics","score_opus":0.059660767142112235,"score_gpt":0.28436052802880335,"score_spread":0.2246997608866911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388734392","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":[0.8503522,0.00018171563,0.14816703,0.0006535973,0.00033993987,0.00019393479,0.000025947324,0.000016333921,0.000069287125],"genre_scores_gemma":[0.97622144,0.000008865385,0.023487778,0.00009570756,0.00013415143,0.0000035505764,7.2617183e-7,0.000021489644,0.00002627271],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982323,0.00044866127,0.0005245276,0.00014523139,0.00038455095,0.00026473196],"domain_scores_gemma":[0.99925613,0.00034068397,0.000086350345,0.00018348306,0.00007696463,0.000056380795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040559843,0.00016074601,0.0003851785,0.00004838869,0.00022752627,0.0000870159,0.00036569382,0.00006621091,0.00013664158],"category_scores_gemma":[0.000051477546,0.00007573677,0.00011355017,0.00009478205,0.00022448334,0.00026587973,0.00003073009,0.000215586,0.0000024751178],"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":[0.00020605772,0.000036472164,0.00002192342,0.00007723556,0.00004033527,0.0000029298665,0.004274071,0.07927408,0.9156731,0.000035102057,0.000027969381,0.00033075036],"study_design_scores_gemma":[0.0015729708,0.00027234107,0.0012083859,0.00019983968,0.00029058586,0.00062603835,0.0035721096,0.08040012,0.9112265,0.00011131607,0.0002530534,0.00026673087],"about_ca_topic_score_codex":0.00012249891,"about_ca_topic_score_gemma":0.0000015090206,"teacher_disagreement_score":0.12586924,"about_ca_system_score_codex":0.000011625822,"about_ca_system_score_gemma":0.000058618196,"threshold_uncertainty_score":0.30884558},"labels":[],"label_agreement":null},{"id":"W4391679157","doi":"10.1115/1.4064708","title":"Microscale Surface Defects Influence on Thermally Sprayed Alumina Droplets Deformation and Splashing Dynamics","year":2024,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Waviness; Materials science; Splash; Microscale chemistry; Composite material; Surface roughness; Surface finish; Scanning electron microscope; Polishing; Shrinkage; Coating; Nanotechnology; Mechanical engineering","score_opus":0.003756132245032923,"score_gpt":0.19141270726892362,"score_spread":0.1876565750238907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391679157","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":[0.97123736,0.0021034393,0.02548029,0.0002712026,0.00029133924,0.00010455203,0.000023469443,0.000044853266,0.00044352116],"genre_scores_gemma":[0.9969543,0.0025513193,0.00033453185,0.00005650083,0.000041094165,9.57997e-7,0.0000037498023,0.00003496099,0.0000225405],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999161,0.000020624779,0.00032187882,0.0001097882,0.00017160416,0.00021510824],"domain_scores_gemma":[0.9996921,0.000079165,0.0000042728016,0.000069157526,0.0000402861,0.000115029456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023389637,0.00017989767,0.00022283549,0.000114613285,0.0000661104,0.0001511565,0.00006864827,0.00010468194,0.00000853748],"category_scores_gemma":[0.0000027916522,0.00014774113,0.00007637899,0.00009347352,0.00003995465,0.000457987,0.000004052033,0.00037225184,0.00000386474],"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":[0.00016958066,0.000044321634,0.004408889,0.0013239946,0.00024955597,0.00020516389,0.0023719417,0.09932482,0.87908185,0.006974449,0.00013611866,0.0057092877],"study_design_scores_gemma":[0.0018682473,0.0008642513,0.028545815,0.0015450047,0.0003116105,0.0007759413,0.00022587944,0.93427354,0.027984051,0.000802182,0.0020657077,0.00073778],"about_ca_topic_score_codex":0.000008958705,"about_ca_topic_score_gemma":0.000049514056,"teacher_disagreement_score":0.8510978,"about_ca_system_score_codex":0.000063912965,"about_ca_system_score_gemma":0.000023658937,"threshold_uncertainty_score":0.6024708},"labels":[],"label_agreement":null},{"id":"W4392100479","doi":"10.1115/1.4064830","title":"Transient Thermal Spreading From a Circular Heat Source in Polygonal Flux Tubes","year":2024,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; Memorial University of Newfoundland","funders":"","keywords":"Transient (computer programming); Heat flux; Mechanics; Thermal; Flux (metallurgy); Materials science; Geometry; Physics; Thermodynamics; Heat transfer; Mathematics; Computer science","score_opus":0.008678339682028167,"score_gpt":0.20730379587518366,"score_spread":0.1986254561931555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392100479","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":[0.934758,0.025142163,0.038341608,0.0005414743,0.00049401866,0.0000833217,0.000024634164,0.000063076404,0.00055167434],"genre_scores_gemma":[0.9981029,0.0014119135,0.000111123016,0.000054229866,0.0002568218,0.000003417994,0.0000028203033,0.000040620682,0.000016129905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988129,0.0000363587,0.0004463699,0.00015501898,0.00023664664,0.00031270576],"domain_scores_gemma":[0.9996703,0.00011500637,9.514491e-7,0.000070305316,0.000022566837,0.00012083325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002276769,0.00022128595,0.00039237717,0.00020682922,0.000050097766,0.00007319983,0.00009114492,0.000100105666,0.00008447612],"category_scores_gemma":[0.0000024290891,0.00017735835,0.00019454754,0.00014533552,0.000046969486,0.00022600657,0.0000029610717,0.00046285937,0.000004748294],"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":[0.00010349333,0.000059840877,0.0040137637,0.0004657511,0.0006754533,0.00052952056,0.010420854,0.013448742,0.9582894,0.00008990607,0.00021273688,0.011690571],"study_design_scores_gemma":[0.013469313,0.0018658114,0.10218825,0.009779255,0.0025039876,0.0015806652,0.005372744,0.16089822,0.6240684,0.002170175,0.07228071,0.0038224724],"about_ca_topic_score_codex":0.00006726911,"about_ca_topic_score_gemma":0.00003473239,"teacher_disagreement_score":0.33422098,"about_ca_system_score_codex":0.00004808868,"about_ca_system_score_gemma":0.000033266442,"threshold_uncertainty_score":0.72324634},"labels":[],"label_agreement":null},{"id":"W4399087962","doi":"10.1115/1.4065608","title":"Evaporation Mechanisms and Heat Transfer in Porous Media of Mixed Wettabilities With a Simulated Solar Flux and Forced Convection Through the Media","year":2024,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Division of Graduate Education; Directorate for Engineering","keywords":"Porous medium; Forced convection; Evaporation; Mechanics; Heat transfer; Convection; Materials science; Heat flux; Combined forced and natural convection; Flux (metallurgy); Thermodynamics; Natural convection; Porosity; Physics; Composite material","score_opus":0.010035604498570546,"score_gpt":0.20829206405563386,"score_spread":0.1982564595570633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399087962","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":[0.9316717,0.0059156683,0.060657654,0.0006757756,0.00057367707,0.00032567562,0.000029914927,0.00004738764,0.00010257322],"genre_scores_gemma":[0.99649787,0.0030697538,0.00024202197,0.00003415511,0.000085627544,0.000007889263,0.000010569095,0.00004490545,0.0000071900595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985305,0.000086632055,0.0006131367,0.00018148145,0.0003232479,0.00026498924],"domain_scores_gemma":[0.99928445,0.00041683443,0.0000046771843,0.000098935256,0.00008073191,0.00011439267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052354456,0.0002622867,0.00049978064,0.0001801062,0.0000561667,0.00006373765,0.00006913701,0.00017950265,0.000031312076],"category_scores_gemma":[0.000013609452,0.00017086291,0.00006703785,0.00020964729,0.00017281156,0.0005236756,0.000003444056,0.00043405616,3.0578337e-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":[0.0021726189,0.00019438095,0.0017124366,0.0048260577,0.0015184717,0.00047637886,0.15565608,0.016527746,0.77938884,0.014896153,0.00028715786,0.022343665],"study_design_scores_gemma":[0.01990889,0.0046517993,0.010434914,0.003983626,0.0027513015,0.0023813609,0.022371575,0.086812854,0.80219567,0.03770908,0.004554963,0.002243943],"about_ca_topic_score_codex":0.00007338431,"about_ca_topic_score_gemma":0.0005578551,"teacher_disagreement_score":0.13328451,"about_ca_system_score_codex":0.000033218825,"about_ca_system_score_gemma":0.000067837755,"threshold_uncertainty_score":0.69675875},"labels":[],"label_agreement":null},{"id":"W4403515686","doi":"10.1115/1.4066898","title":"A Multi-Scale Thermal-Mechanical Numerical Method for Mini-Channel Heat Exchanger Subjected to Fluid Pressure Loads","year":2024,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Heat exchanger; Materials science; Thermal; Scale (ratio); Fluid pressure; Mechanical engineering; Mechanics; Environmental science; Composite material; Petroleum engineering; Geology; Engineering; Thermodynamics; Physics","score_opus":0.015581589999214766,"score_gpt":0.26148785700372856,"score_spread":0.2459062670045138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403515686","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018803066,0.003679865,0.9747772,0.0013779242,0.00071012374,0.00040155783,0.0000717579,0.000104719744,0.00007373946],"genre_scores_gemma":[0.9360242,0.0005997784,0.06242149,0.00027543644,0.00039526925,0.000047611527,0.000009575513,0.000102708145,0.00012393153],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872833,0.00006366057,0.00044878846,0.0002092024,0.00019931125,0.00035069563],"domain_scores_gemma":[0.9993557,0.00014793566,0.0000023043192,0.00010398362,0.00009591934,0.0002941705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035807333,0.00024423946,0.0004267328,0.00018851229,0.00005670852,0.00008130997,0.000113220165,0.00019411433,0.000089672496],"category_scores_gemma":[0.000008697788,0.00019662161,0.00022526071,0.00021303508,0.000013752589,0.00023058821,0.0000054077827,0.00028660867,0.0000042427328],"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":[0.00039410128,0.00009620897,0.000025040315,0.0006421585,0.00044322215,0.00004685196,0.0028330956,0.07941454,0.90877044,0.000052894404,0.0019424879,0.0053389855],"study_design_scores_gemma":[0.0018256046,0.0006891934,0.00022455964,0.00027483652,0.0004560236,0.00015294555,0.00011131448,0.8232353,0.15357308,0.00006564369,0.018985296,0.00040622606],"about_ca_topic_score_codex":0.000009719793,"about_ca_topic_score_gemma":0.000011031542,"teacher_disagreement_score":0.9172211,"about_ca_system_score_codex":0.000028863158,"about_ca_system_score_gemma":0.000034480985,"threshold_uncertainty_score":0.80179965},"labels":[],"label_agreement":null},{"id":"W4404394283","doi":"10.1115/1.4067159","title":"On the Thermal Conductivity Calculation From Pore-Scale Simulations of Porous Materials","year":2024,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal conductivity; Materials science; Porous medium; Porosity; Scale (ratio); Conductivity; Composite material; Mechanics; Chemistry; Physics; Physical chemistry","score_opus":0.013438300723534389,"score_gpt":0.22743081726212652,"score_spread":0.21399251653859214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404394283","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":[0.986649,0.0007647715,0.010305956,0.0006275855,0.00090100896,0.00012956164,0.00013529178,0.0000313456,0.00045548094],"genre_scores_gemma":[0.99942726,0.00018815511,0.00008507202,0.00003538274,0.0002085671,0.0000021534302,0.000011672688,0.000025329457,0.000016403736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913365,0.000056744113,0.00038129065,0.0000833771,0.00020778677,0.00013717223],"domain_scores_gemma":[0.9994726,0.0003178924,0.000006858163,0.00009736613,0.000041658128,0.000063618136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025386622,0.00013211128,0.0002546569,0.000080504535,0.00003896364,0.000039709146,0.000072846124,0.000090285685,0.00025381238],"category_scores_gemma":[0.00000741334,0.00008448863,0.00008163761,0.00007858736,0.000054194315,0.00018981875,0.0000023008856,0.0002101849,0.0000021720598],"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":[0.00006765687,0.00003335201,0.00023456702,0.00010034428,0.00021170432,0.00003248721,0.0016545097,0.010490562,0.9831663,0.0013803702,0.0003708913,0.0022572593],"study_design_scores_gemma":[0.0012792087,0.0003773329,0.010429971,0.00053349475,0.0005064649,0.00006487216,0.000197521,0.012811138,0.9633245,0.0073282467,0.0027488584,0.00039837504],"about_ca_topic_score_codex":0.000029612578,"about_ca_topic_score_gemma":0.000018263305,"teacher_disagreement_score":0.01984178,"about_ca_system_score_codex":0.000019796671,"about_ca_system_score_gemma":0.000028272112,"threshold_uncertainty_score":0.34453464},"labels":[],"label_agreement":null},{"id":"W4405370517","doi":"10.1115/1.4067424","title":"Fluid Flow and Heat Transfer of Nanofluids Inside Helical Tubes at Constant Wall Temperature","year":2024,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Nanofluid; Materials science; Reynolds number; Heat transfer; Volume fraction; Curvature; Thermodynamics; Mechanics; Heat transfer coefficient; Nanoparticle; Volume (thermodynamics); Heat transfer enhancement; Composite material; Nanotechnology; Physics; Geometry; Turbulence; Mathematics","score_opus":0.006958453748640593,"score_gpt":0.20176545874566104,"score_spread":0.19480700499702044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405370517","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":[0.9296744,0.062213823,0.005579942,0.0010296697,0.0006317381,0.00020994854,0.000111327805,0.00007430869,0.00047485396],"genre_scores_gemma":[0.9744121,0.02487483,0.00022476092,0.00015728422,0.00018731374,0.0000053430103,0.00000614443,0.00007172016,0.00006053091],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99810493,0.000054213477,0.00080194656,0.00025000962,0.0003836596,0.00040522314],"domain_scores_gemma":[0.99928427,0.00013787021,0.0000011356624,0.00014688366,0.00010947618,0.00032036667],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029757147,0.00038883009,0.0007415326,0.0002913707,0.000087744666,0.00008331241,0.00011952191,0.0003212261,0.00020709704],"category_scores_gemma":[0.0000038291732,0.00029604317,0.0002856188,0.00020808892,0.00017856168,0.0003559684,0.000007576073,0.0005523535,0.0000046485716],"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":[0.00024294814,0.00003823671,0.00039713882,0.00084095914,0.00035559174,0.00022280263,0.0010874439,0.00025942444,0.99295783,0.0009876572,0.0015803789,0.0010295907],"study_design_scores_gemma":[0.0031049438,0.0010537469,0.00085518823,0.0013618167,0.0006026666,0.0017761765,0.00013346224,0.006510962,0.95298576,0.00028346898,0.030642962,0.000688834],"about_ca_topic_score_codex":0.0000111514655,"about_ca_topic_score_gemma":0.000030856314,"teacher_disagreement_score":0.04473768,"about_ca_system_score_codex":0.0000616019,"about_ca_system_score_gemma":0.00008068669,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W4407277552","doi":"10.1115/1.4067820","title":"A Voyage Intersecting Nano, Heat, and Energy: Professor Gang Chen’s Scientific Contributions","year":2025,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Chen; Nano-; Energy (signal processing); Engineering physics; Philosophy; Engineering; Physics; Chemical engineering; Geology","score_opus":0.011670985455941526,"score_gpt":0.27819274422633133,"score_spread":0.2665217587703898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407277552","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":[0.98254335,0.005223035,0.005400119,0.005691523,0.00038830275,0.00012949065,0.0000097159555,0.000013573675,0.00060087745],"genre_scores_gemma":[0.9975207,0.00028738778,0.000067387904,0.0007568776,0.000086947846,0.000005488446,0.0000034009574,0.000005774266,0.0012660313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991267,0.00008590679,0.00029447628,0.00015197757,0.000121739664,0.00021923867],"domain_scores_gemma":[0.99950343,0.00013061428,0.000013570417,0.0000746055,0.00013172427,0.000146052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005090979,0.00012267791,0.0003531556,0.0001367718,0.00019388492,0.000043768883,0.000047199544,0.00010582246,0.000033438686],"category_scores_gemma":[0.000040564293,0.000077107754,0.000110826884,0.00015911572,0.00015612431,0.000072292634,0.000012296222,0.000249633,6.865964e-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":[0.00057090033,0.00017030789,0.0064115627,0.00016402698,0.00037321722,0.00009569622,0.00046617503,0.0000011841232,0.9807463,0.0035126014,0.0002266804,0.0072613372],"study_design_scores_gemma":[0.017838832,0.0041202786,0.015726423,0.0035571512,0.0019358941,0.0015498133,0.0016413584,0.0010133706,0.809437,0.00843041,0.13412908,0.0006204347],"about_ca_topic_score_codex":0.000012996643,"about_ca_topic_score_gemma":0.000015154185,"teacher_disagreement_score":0.17130935,"about_ca_system_score_codex":0.000033372988,"about_ca_system_score_gemma":0.00008620519,"threshold_uncertainty_score":0.3144363},"labels":[],"label_agreement":null},{"id":"W4408236954","doi":"10.1115/1.4068094","title":"A Numerical Study of Gold-Nanorod-Enhanced Noninvasive Laser Ablation for Central Lung Cancer Using an Optical-Thermal-Fluid Model","year":2025,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Laser-Ablation Synthesis of Nanoparticles","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 Saskatchewan","funders":"","keywords":"Ablation; Laser ablation; Nanorod; Lung cancer; Materials science; Laser; Thermal ablation; Thermal; Medicine; Optics; Nanotechnology; Physics; Oncology; Internal medicine; Thermodynamics","score_opus":0.017791255892780383,"score_gpt":0.27105786788392205,"score_spread":0.25326661199114164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408236954","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":[0.7785826,0.0001751758,0.2207434,0.000078576166,0.00010350587,0.00025364684,0.000008841903,0.0000133120975,0.000040964307],"genre_scores_gemma":[0.99758244,0.000057924757,0.0022290777,0.000025868187,0.00005294547,0.000012547432,7.2961717e-7,0.000022215021,0.000016250213],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989728,0.000033569308,0.0004838432,0.000116100586,0.0001711844,0.0002225301],"domain_scores_gemma":[0.9995127,0.000101428195,0.00002414136,0.00009466714,0.00016585339,0.000101266436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015297577,0.00013931308,0.0003353346,0.000115229705,0.000046533925,0.00003050189,0.0000866272,0.00006674291,0.0000174942],"category_scores_gemma":[0.00001417485,0.00012123831,0.00008295484,0.00011873483,0.000022766559,0.00043124176,0.000004103398,0.00009716375,1.02105794e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013892737,0.00013798065,0.001306496,0.000065422595,0.0001394908,0.0000017232591,0.0005895066,0.6037983,0.39320815,0.000026943966,0.000015296222,0.00057177973],"study_design_scores_gemma":[0.0014421431,0.00014233211,0.0019169486,0.000097338954,0.00025199453,0.0000021812373,0.00016559607,0.5821613,0.4136672,0.000043887405,0.000007820578,0.00010128218],"about_ca_topic_score_codex":0.000014317351,"about_ca_topic_score_gemma":0.000018362747,"teacher_disagreement_score":0.21899986,"about_ca_system_score_codex":0.00006990519,"about_ca_system_score_gemma":0.00007236541,"threshold_uncertainty_score":0.49439546},"labels":[],"label_agreement":null},{"id":"W4409088373","doi":"10.1115/1.4068348","title":"Depth and Velocity of Ablation Under a Constant Heat Flux","year":2025,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Laser-induced spectroscopy and plasma","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 Alberta","funders":"","keywords":"Constant (computer programming); Ablation; Heat flux; Flux (metallurgy); Mechanics; Materials science; Geology; Physics; Heat transfer; Computer science; Engineering; Aerospace engineering; Metallurgy","score_opus":0.008884027871022661,"score_gpt":0.22542710245286957,"score_spread":0.2165430745818469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409088373","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":[0.94488114,0.0010133934,0.049901873,0.00036141317,0.00018729319,0.00006127458,0.0000081712315,0.000010912572,0.0035745215],"genre_scores_gemma":[0.9986745,0.0006900778,0.00051311584,0.000051641524,0.000023240034,5.377921e-7,0.0000010514023,0.0000063431394,0.00003946041],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947727,0.00001917956,0.00024889744,0.000056322642,0.000088513625,0.00010983729],"domain_scores_gemma":[0.99978566,0.000069072186,0.000005738651,0.000045532008,0.000038287824,0.000055709148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013508461,0.000090104404,0.00021368508,0.000092654205,0.00003619906,0.000016524695,0.000033576867,0.00007402088,0.00003168527],"category_scores_gemma":[0.0000035677401,0.00007394466,0.00004352418,0.000082657934,0.000037237656,0.0001269037,0.0000026098812,0.00017373789,3.7655758e-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":[0.0002792412,0.000055957717,0.006391616,0.0004301467,0.0004226062,0.000025220632,0.0005696085,0.007246736,0.9711962,0.008242359,0.0006845479,0.004455793],"study_design_scores_gemma":[0.0033675737,0.00039854966,0.034663208,0.00047128214,0.0003181557,0.00014093053,0.00032181363,0.017050244,0.93309176,0.007398379,0.0024861076,0.0002919981],"about_ca_topic_score_codex":0.000010588084,"about_ca_topic_score_gemma":0.000051424962,"teacher_disagreement_score":0.053793386,"about_ca_system_score_codex":0.000022163018,"about_ca_system_score_gemma":0.000035644807,"threshold_uncertainty_score":0.30153757},"labels":[],"label_agreement":null},{"id":"W4409664373","doi":"10.1115/1.4068509","title":"Coupled ϵ-NTU Method to Design and Evaluate the Performance of Energy Exchangers With Coupled Heat and Mass Transfer","year":2025,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mass transfer; Heat exchanger; Process engineering; Nuclear engineering; Thermodynamics; Mechanics; Materials science; Physics; Engineering","score_opus":0.012371133978085275,"score_gpt":0.236074758656776,"score_spread":0.2237036246786907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409664373","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3332531,0.0020175786,0.66380715,0.0005381751,0.00006896838,0.0002124281,0.0000040582636,0.0000131515935,0.00008544159],"genre_scores_gemma":[0.9836521,0.0075771194,0.008452857,0.00020082577,0.000031584877,0.00001702543,0.0000015684208,0.000030469115,0.000036460475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988065,0.00011358007,0.00041793598,0.00015731955,0.00025009294,0.00025459292],"domain_scores_gemma":[0.9993835,0.00022009463,0.0000035451649,0.00011013903,0.00013362971,0.00014910186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007868275,0.00023912934,0.00046213449,0.00019576166,0.00010232216,0.00004469704,0.000096729156,0.000101012025,0.000024482373],"category_scores_gemma":[0.000003628461,0.00015630589,0.000057660942,0.0002533418,0.00007144208,0.0002136041,0.0000033888255,0.00020290558,1.269762e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020976483,0.000050104838,0.001198157,0.0007710975,0.00075715024,0.000018414798,0.0027297342,0.5572194,0.42654127,0.00040672952,0.00009369889,0.00811659],"study_design_scores_gemma":[0.0042651505,0.0012215083,0.001545158,0.00043920765,0.00067985256,0.00008945306,0.00020447864,0.8744609,0.11589665,0.000097891825,0.00077010045,0.00032970475],"about_ca_topic_score_codex":0.000023550341,"about_ca_topic_score_gemma":0.000019467345,"teacher_disagreement_score":0.65535426,"about_ca_system_score_codex":0.000023520475,"about_ca_system_score_gemma":0.000057298726,"threshold_uncertainty_score":0.63739693},"labels":[],"label_agreement":null},{"id":"W4411284128","doi":"10.1115/1.4068935","title":"Scholarly Trends and Rankings in Mechanical Engineering and Heat Transfer: A Global Analysis of Impact and Influence","year":2025,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Research, Science, and Academia","field":"Decision Sciences","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":"Heat transfer; Thermodynamics; Physics","score_opus":0.025667575760184424,"score_gpt":0.3651249066178121,"score_spread":0.3394573308576277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411284128","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":[0.98749274,0.0040814886,0.0066497545,0.0015692982,0.00003337465,0.000060100556,0.000022257445,0.0000030655706,0.00008789069],"genre_scores_gemma":[0.9977757,0.0019392868,0.0001748136,0.0000779438,0.000010437174,9.236866e-7,2.23765e-7,0.000003062446,0.000017612714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765706,0.00012333493,0.0007738024,0.00030626648,0.00085030764,0.0002892438],"domain_scores_gemma":[0.9989066,0.00049419515,0.0000143520865,0.00012322477,0.00018979915,0.0002718175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033046524,0.00016095821,0.0006889056,0.0011748929,0.000084068495,0.00040922404,0.0002863562,0.000124914,0.000022187101],"category_scores_gemma":[0.00027182227,0.00010532104,0.00015847431,0.00259803,0.00019978292,0.0014695058,0.000030377629,0.0004425657,8.568133e-8],"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":[0.0006507263,0.000072656105,0.791924,0.00005404985,0.0005447453,0.000058806418,0.0012580457,0.0020844778,0.1427717,0.0021076624,0.000040801566,0.05843233],"study_design_scores_gemma":[0.0017190875,0.00032293127,0.9792504,0.0001260649,0.00030037737,0.00006405152,0.00023117017,0.013614649,0.0014268482,0.002574006,0.00023424388,0.00013620687],"about_ca_topic_score_codex":0.00013580322,"about_ca_topic_score_gemma":0.00011525176,"teacher_disagreement_score":0.18732637,"about_ca_system_score_codex":0.000029722361,"about_ca_system_score_gemma":0.00009705737,"threshold_uncertainty_score":0.42948675},"labels":[],"label_agreement":null},{"id":"W4412779105","doi":"10.1115/1.4069271","title":"Challenges and Opportunities in Hierarchical Multi-Length-Scale Thermal Modeling of Electric Vehicle Battery Systems","year":2025,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Battery (electricity); Scale (ratio); Electric vehicle; Computer science; Geography; Physics; Cartography; Power (physics)","score_opus":0.04651148685432729,"score_gpt":0.26561867830342867,"score_spread":0.21910719144910137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412779105","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":[0.9276596,0.032915097,0.037974022,0.0007949149,0.00007014024,0.000098773366,0.000002482462,0.00002532102,0.00045966313],"genre_scores_gemma":[0.9635621,0.036090348,0.00028795484,0.000011826447,0.000015042405,0.0000050859085,2.1843829e-7,0.000012689402,0.000014770571],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916863,0.000043300075,0.0003530466,0.00008879946,0.00013160946,0.00021462374],"domain_scores_gemma":[0.9997142,0.00010242724,0.0000074099635,0.000085149884,0.000044464166,0.000046358822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023875239,0.00010973726,0.00030321913,0.0003967572,0.000021520264,0.00001311597,0.00011028356,0.00010377932,0.0000018553474],"category_scores_gemma":[0.000008077721,0.00009276132,0.00003479652,0.00008073058,0.00005248517,0.00017471806,0.000019920664,0.00043674238,8.730051e-8],"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":[0.0002989716,0.00015683373,0.002289127,0.001993548,0.0002857563,0.00015944717,0.001457612,0.1909428,0.49287266,0.0014677254,0.000022111542,0.30805343],"study_design_scores_gemma":[0.00180097,0.00024699024,0.003703172,0.0005618378,0.000032256285,0.000058685873,0.0016517137,0.9762319,0.014682958,0.00069162727,0.00013913734,0.00019878225],"about_ca_topic_score_codex":0.000003612178,"about_ca_topic_score_gemma":0.0000064126275,"teacher_disagreement_score":0.78528905,"about_ca_system_score_codex":0.00002848096,"about_ca_system_score_gemma":0.00002152498,"threshold_uncertainty_score":0.3782697},"labels":[],"label_agreement":null},{"id":"W4413468494","doi":"10.1115/1.4069397","title":"Pool Boiling Heat Transfer Characteristics of Propylene Glycol, Glycerol, and Their Mixtures","year":2025,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","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":"Intertek (Canada); Carleton University","funders":"","keywords":"Boiling; Nucleate boiling; Heat transfer; Critical heat flux; Thermodynamics; Heat transfer coefficient; Materials science; Bubble; Condenser (optics); Heat flux; Chemical engineering; Chemistry; Mechanics","score_opus":0.007107638932100927,"score_gpt":0.2103806279107934,"score_spread":0.20327298897869248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413468494","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":[0.9415183,0.0093984,0.047412287,0.0005969727,0.00037431737,0.00018715068,0.00005598739,0.000035652803,0.0004209077],"genre_scores_gemma":[0.9898391,0.00977283,0.0001265651,0.00009592851,0.00010395623,0.000004900483,0.000002107231,0.000027465812,0.000027181704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986797,0.000039380953,0.00068080565,0.00015033652,0.00015856091,0.00029120376],"domain_scores_gemma":[0.9995266,0.00012453676,0.0000035682692,0.00010924061,0.00012405864,0.00011197325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002575782,0.00028949327,0.00071250065,0.0002035755,0.00009969451,0.0000382098,0.00010887941,0.00014426495,0.000014246537],"category_scores_gemma":[0.000009105833,0.000210368,0.00016498458,0.00014782434,0.00012087422,0.00017097425,0.0000061332507,0.00037096775,2.631988e-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":[0.0007459542,0.00014021771,0.006840459,0.0023698325,0.0012462216,0.000044388045,0.0035144968,0.00046891914,0.9647817,0.00047249335,0.0002292085,0.019146107],"study_design_scores_gemma":[0.0064146565,0.0013191674,0.027945878,0.0021097946,0.0010024845,0.00023134437,0.0009460125,0.0030668515,0.9468044,0.0010383493,0.008233577,0.0008874677],"about_ca_topic_score_codex":0.000013191877,"about_ca_topic_score_gemma":0.000016030957,"teacher_disagreement_score":0.04832074,"about_ca_system_score_codex":0.000021592652,"about_ca_system_score_gemma":0.000047079517,"threshold_uncertainty_score":0.85785586},"labels":[],"label_agreement":null}]}