{"meta":{"query_hash":"07c2ede4bc75","filters":{"venue":"Heat Transfer-Asian Research"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/07c2ede4bc75","api":"https://metacan.xera.ac/api/v1/cohort?venue=Heat+Transfer-Asian+Research"},"results":[{"id":"W2003870622","doi":"10.1002/htj.20350","title":"A new model for nanofluid conductivity based on the effects of clustering due to Brownian motion","year":2011,"lang":"en","type":"article","venue":"Heat Transfer-Asian 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":"Université de Sherbrooke","funders":"","keywords":"Nanofluid; Brownian motion; Cluster analysis; Statistical physics; Materials science; Interpretation (philosophy); Particle (ecology); Range (aeronautics); Thermodynamics; Mechanics; Computer science; Physics; Mathematics; Artificial intelligence; Statistics; Heat transfer; Geology","score_opus":0.0845529925322615,"score_gpt":0.2890598713231121,"score_spread":0.2045068787908506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003870622","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":[0.17931135,0.0000818963,0.814493,0.00060987886,0.0001995819,0.0021534844,0.000041201478,0.000133415,0.0029761714],"genre_scores_gemma":[0.9973181,0.000024223102,0.0018613522,0.00009247138,0.000087734916,0.00039031627,0.0000052559944,0.00009555815,0.00012500031],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997783,0.00015635937,0.0003109736,0.00037735308,0.000587267,0.0007850689],"domain_scores_gemma":[0.9985282,0.00042197437,0.0000013957947,0.0005631973,0.00014923776,0.00033600803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081475696,0.00026670162,0.0003610367,0.0003988421,0.00019749455,0.0000344869,0.00038845284,0.00019278865,0.00011971898],"category_scores_gemma":[0.0000615015,0.00021528012,0.00019386836,0.000508749,0.00007274701,0.00012691834,0.000013982388,0.00044164422,0.000031295174],"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":[0.0009277158,0.00031041147,0.00006371519,0.0024410596,0.000094072624,0.000025062363,0.007480395,0.011639807,0.95087194,0.006503064,0.0025650684,0.017077709],"study_design_scores_gemma":[0.0014118064,0.0009910058,0.00080295425,0.00035318086,0.00002565925,0.000003773721,0.00006397074,0.31063855,0.68483555,0.0004179043,0.00018315366,0.00027250795],"about_ca_topic_score_codex":0.00019019992,"about_ca_topic_score_gemma":0.00042456976,"teacher_disagreement_score":0.81800675,"about_ca_system_score_codex":0.000113452676,"about_ca_system_score_gemma":0.00013111788,"threshold_uncertainty_score":0.87788683},"labels":[],"label_agreement":null},{"id":"W2023779012","doi":"10.1002/htj.10092","title":"Heat transport characteristics of flexible looped heat pipe under micro‐gravity condition","year":2003,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Space Agency; National Aeronautics and Space Administration","keywords":"Heat pipe; Evaporator; Heat transfer; Capillary action; Materials science; Axial symmetry; Mechanics; Loop heat pipe; Heat flux; Coaxial; Micro-loop heat pipe; Mechanical engineering; Composite material; Heat exchanger; Engineering; Physics; Structural engineering","score_opus":0.049613913231820884,"score_gpt":0.31749653612871115,"score_spread":0.26788262289689024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023779012","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":[0.9562019,0.0010480344,0.026021605,0.00041320123,0.0004597685,0.00088196626,0.0003932806,0.00034106564,0.014239166],"genre_scores_gemma":[0.99793166,0.0012192798,0.00013151037,0.000040294966,0.00009470154,0.00010747884,0.00012496725,0.00011561195,0.00023447972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962447,0.00028897496,0.0007723591,0.00055365206,0.0008660029,0.0012742893],"domain_scores_gemma":[0.99856853,0.00018722874,0.000001326405,0.0005654364,0.00032171485,0.00035574747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011026973,0.00044586085,0.0007745544,0.00045250237,0.0003593908,0.000048675854,0.0002947479,0.00032013538,0.0005319318],"category_scores_gemma":[0.000019038533,0.00044727372,0.00026915423,0.00093102857,0.00043874714,0.00019383484,0.000008054798,0.0009798491,0.00009553155],"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":[0.00031833636,0.00090204773,0.010778148,0.002717903,0.00054905383,0.00016468583,0.0051917904,0.0006720298,0.9697668,0.0059546097,0.0005828595,0.0024017352],"study_design_scores_gemma":[0.0025254844,0.00064790907,0.08460698,0.00044295486,0.00012860777,0.000065635824,0.0014854036,0.0001605648,0.90387774,0.0005570434,0.004618767,0.00088288565],"about_ca_topic_score_codex":0.00022788411,"about_ca_topic_score_gemma":0.00017411934,"teacher_disagreement_score":0.07382883,"about_ca_system_score_codex":0.00018429676,"about_ca_system_score_gemma":0.00017549738,"threshold_uncertainty_score":0.9997979},"labels":[],"label_agreement":null},{"id":"W2043505854","doi":"10.1002/htj.10064","title":"Performance evaluation of heat exchanger using alternative refrigerant R407C","year":2002,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Heat Transfer and Optimization","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":"Zeotropic mixture; Refrigerant; Heat exchanger; Thermodynamics; Evaporator; Condenser (optics); Air source heat pumps; Materials science; Heat pump; Air conditioning; Environmental science; Physics","score_opus":0.1703387384461385,"score_gpt":0.3526789499917673,"score_spread":0.1823402115456288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043505854","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":[0.9527377,0.0010433045,0.017463516,0.00018741528,0.0002227856,0.0009443976,0.000032044565,0.000115840536,0.027252987],"genre_scores_gemma":[0.997812,0.0014958659,0.00033529184,0.00001036938,0.00014375785,0.00007846813,0.000016540942,0.00006738915,0.000040368388],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966635,0.00036598142,0.00042071607,0.00031695864,0.0015666994,0.0006661493],"domain_scores_gemma":[0.9988662,0.000069054564,0.0000014710407,0.00035072718,0.0005379156,0.00017461345],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017560528,0.00021763582,0.00029103577,0.0005157848,0.00019614086,0.000041280833,0.00022338206,0.00015786772,0.0013252941],"category_scores_gemma":[0.000019065845,0.00021623418,0.000091191825,0.0008505319,0.00012482762,0.00036063936,0.000009905555,0.000470728,0.00006010817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001064434,0.00031459625,0.00097032,0.0009443867,0.00017207288,0.000018035375,0.016889295,0.78196913,0.1281727,0.00019480009,0.0003038365,0.06994439],"study_design_scores_gemma":[0.0010520214,0.00016170622,0.000947613,0.00019271215,0.000036014524,0.00001101994,0.00017627909,0.9139243,0.083074175,0.0000212528,0.00020123458,0.00020171452],"about_ca_topic_score_codex":0.00012946792,"about_ca_topic_score_gemma":0.00005302278,"teacher_disagreement_score":0.13195513,"about_ca_system_score_codex":0.00032942175,"about_ca_system_score_gemma":0.000056425968,"threshold_uncertainty_score":0.99958766},"labels":[],"label_agreement":null},{"id":"W2044376360","doi":"10.1002/htj.10038","title":"Heat transfer characteristics in a pulsating fluidized bed in relation to bubble characteristics","year":2002,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fluidization; Fluidized bed; Bubble; Heat transfer; Materials science; Mechanics; Heat transfer coefficient; Intensity (physics); Pulse (music); Thermodynamics; Optics; Physics","score_opus":0.04660498928352787,"score_gpt":0.28154139080336266,"score_spread":0.2349364015198348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044376360","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":[0.991847,0.00027771277,0.0029461142,0.0012751189,0.00026104774,0.0013195628,0.00011354402,0.00020179864,0.0017581147],"genre_scores_gemma":[0.99834144,0.00063298305,0.00021923799,0.00008230174,0.00016726837,0.0002689702,0.00009827974,0.00014349881,0.000046040295],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9956173,0.00038203824,0.0010523373,0.0005990415,0.00087158167,0.0014777576],"domain_scores_gemma":[0.9987242,0.00020247685,0.0000012858543,0.0005280058,0.00013199927,0.00041198594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001497202,0.00041721552,0.00072771637,0.0012827119,0.00017408493,0.00015614589,0.00038764437,0.00040678668,0.00059536635],"category_scores_gemma":[0.0001284333,0.00046758703,0.0001382845,0.0019546086,0.00008195033,0.00028988122,0.000025457892,0.001475425,0.00034884838],"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":[0.000266927,0.00036759436,0.00794396,0.0005291505,0.00003342099,0.00034071042,0.009361979,0.000083355284,0.96525633,0.00037842328,0.00029658162,0.015141562],"study_design_scores_gemma":[0.02078515,0.0018297705,0.20660244,0.0034876694,0.000105197214,0.00016262187,0.001659189,0.26312336,0.48238254,0.00026686085,0.015210975,0.004384229],"about_ca_topic_score_codex":0.0002257744,"about_ca_topic_score_gemma":0.00038232555,"teacher_disagreement_score":0.4828738,"about_ca_system_score_codex":0.00044365283,"about_ca_system_score_gemma":0.000047266727,"threshold_uncertainty_score":0.99977756},"labels":[],"label_agreement":null},{"id":"W2049372096","doi":"10.1002/htj.20339","title":"Performance variation of an R22 window air conditioner retrofitted with a HFC/HC refrigerant mixture under different ambient conditions over a range of charge quantities","year":2011,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Refrigerant; Psychrometrics; Water chiller; Air conditioning; Thermodynamics; Materials science; Charge (physics); Range (aeronautics); Overcharge; Environmental science; Battery (electricity); Composite material; Physics; Heat exchanger","score_opus":0.04456161859524815,"score_gpt":0.27563176409466905,"score_spread":0.2310701454994209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049372096","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":[0.99196523,0.000054099088,0.004227747,0.00023639017,0.00009411072,0.0006356893,0.00028784323,0.00031102885,0.0021878711],"genre_scores_gemma":[0.9989975,0.00014384776,0.0002604597,0.000020257454,0.000032049487,0.00019309441,0.0002089775,0.000047919668,0.00009587721],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979321,0.00015628035,0.00045831964,0.00030143492,0.0007020425,0.000449863],"domain_scores_gemma":[0.9990297,0.000057565132,0.000018076586,0.00048941904,0.00029614373,0.00010908227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003204824,0.00024495623,0.00038492717,0.0006317884,0.00024281272,0.000028632023,0.00025437833,0.00022451777,0.00088302704],"category_scores_gemma":[0.000012537816,0.0001985715,0.00008839844,0.00058883894,0.00040102523,0.0004356274,0.00001541229,0.00052840775,0.000014085101],"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":[0.0011308313,0.0017437034,0.021152472,0.0022040077,0.000770964,0.000054188702,0.018112753,0.0020042486,0.8200503,0.13128312,0.00085967634,0.0006337339],"study_design_scores_gemma":[0.0019253411,0.0013415016,0.60108674,0.00038750772,0.00004311621,0.000017504319,0.0011395272,0.0055021206,0.38730082,0.0008557445,0.00005967451,0.00034041627],"about_ca_topic_score_codex":0.00008714786,"about_ca_topic_score_gemma":0.0001288924,"teacher_disagreement_score":0.57993424,"about_ca_system_score_codex":0.000107981825,"about_ca_system_score_gemma":0.000066523055,"threshold_uncertainty_score":0.9668527},"labels":[],"label_agreement":null},{"id":"W2064041357","doi":"10.1002/htj.20292","title":"He's homotopy perturbation method for two‐dimensional heat conduction equation: Comparison with finite element method","year":2010,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Homotopy analysis method; Partial differential equation; Mathematics; Thermal conduction; Boundary value problem; Finite element method; Mathematical analysis; Homotopy; Applied mathematics; Method of fundamental solutions; Taylor series; Perturbation (astronomy); Heat equation; Homotopy perturbation method; Adomian decomposition method; Boundary element method; Boundary knot method; Physics; Thermodynamics","score_opus":0.23035941671221094,"score_gpt":0.47583637581886334,"score_spread":0.2454769591066524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064041357","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":[0.024579749,0.00003252042,0.95995843,0.010300411,0.0004189733,0.0027430614,0.0001495284,0.00015658242,0.0016607698],"genre_scores_gemma":[0.50472903,0.000004260364,0.49143413,0.00008188923,0.0004872458,0.0014727538,0.0004830088,0.00009199962,0.0012156956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9949702,0.0010532187,0.0007623046,0.0007536381,0.0016690538,0.0007915611],"domain_scores_gemma":[0.9925543,0.004988449,0.000025426381,0.00064834,0.0014855792,0.0002978936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037703586,0.00034230945,0.00049446244,0.0006610117,0.0012411128,0.00017943802,0.00029049002,0.00025951155,0.0012996076],"category_scores_gemma":[0.0007768296,0.0003036863,0.00021146674,0.00085595937,0.00020513036,0.0004152736,0.00003665574,0.0012943206,0.00007046838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011435363,0.0022861531,0.00019956859,0.00035326125,0.00043225655,0.0000055547807,0.002196732,0.013236777,0.17585413,0.7876761,0.0044416077,0.012174322],"study_design_scores_gemma":[0.0052597043,0.001574857,0.0007868289,0.00015183423,0.0003081477,0.000084700085,0.0009879915,0.7667691,0.07569077,0.13900816,0.008653461,0.0007244436],"about_ca_topic_score_codex":0.000382906,"about_ca_topic_score_gemma":0.0018320282,"teacher_disagreement_score":0.7535323,"about_ca_system_score_codex":0.00029369493,"about_ca_system_score_gemma":0.00045486545,"threshold_uncertainty_score":0.9999415},"labels":[],"label_agreement":null},{"id":"W2085602695","doi":"10.1002/htj.21135","title":"Exergoeconomic Based Optimization of a Gas Fired Steam Power Plant Using Genetic Algorithm","year":2014,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Boiler (water heating); Exergy; Process engineering; Power station; Steam-electric power station; Genetic algorithm; Engineering; Waste management; Environmental science; Mathematical optimization; Mechanical engineering; Mathematics; Combined cycle; Gas turbines","score_opus":0.020943613813885577,"score_gpt":0.25873759203122837,"score_spread":0.2377939782173428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085602695","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":[0.22257002,0.00036817905,0.77384883,0.000033703276,0.0001846233,0.00025704267,0.000049850823,0.00009245945,0.0025953068],"genre_scores_gemma":[0.9948375,0.00007920076,0.0048626005,0.0000083430095,0.0000747019,0.000018929244,0.000029467568,0.000060637558,0.000028574834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829996,0.00016317489,0.00041834667,0.00026198706,0.00034144812,0.0005151103],"domain_scores_gemma":[0.99931234,0.00007671694,0.000005619587,0.00035488428,0.00008534247,0.0001650813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005166735,0.00018745658,0.0003569685,0.0003125392,0.00011187432,0.000037542894,0.00025248318,0.00014270653,0.0002163414],"category_scores_gemma":[0.000008109116,0.00018787252,0.00013385477,0.0002494646,0.000094687166,0.00006237763,0.000010954586,0.00022195764,0.000021126601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005529539,0.00006734528,0.00007932386,0.00022510503,0.00007754317,0.0000076418855,0.00049762713,0.9859261,0.0064121326,0.0001527471,0.00011195724,0.0063872095],"study_design_scores_gemma":[0.0006136165,0.00014202952,0.00023287695,0.0001339498,0.000022406046,0.000009800102,0.00018792677,0.99571466,0.002418113,0.000036981728,0.0002962227,0.00019142512],"about_ca_topic_score_codex":0.00026895988,"about_ca_topic_score_gemma":0.00001623288,"teacher_disagreement_score":0.7722675,"about_ca_system_score_codex":0.00010652872,"about_ca_system_score_gemma":0.00007515404,"threshold_uncertainty_score":0.7661219},"labels":[],"label_agreement":null},{"id":"W2115303675","doi":"10.1002/htj.20366","title":"Solving of boundary‐layer equations with transpiration effects, governance on a vertical permeable cylinder using modified differential transform method","year":2011,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Sherbrooke","keywords":"Cylinder; Boundary layer; Mechanics; Mathematical analysis; Mathematics; Nonlinear system; Flow (mathematics); Suction; Materials science; Physics; Geometry; Thermodynamics","score_opus":0.1001264313818735,"score_gpt":0.32098109047568835,"score_spread":0.22085465909381485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115303675","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":[0.33557013,0.0001821006,0.6539433,0.00008702874,0.00010868162,0.0008986261,0.000044094315,0.000120809236,0.009045256],"genre_scores_gemma":[0.99697536,0.00012994221,0.0024779837,0.000018331488,0.00008752147,0.00014144431,0.000015319543,0.00012719602,0.000026895035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965145,0.0002615854,0.000549717,0.0005024636,0.0011462062,0.0010255288],"domain_scores_gemma":[0.9987959,0.00029205167,0.0000025539393,0.00043220987,0.00019203761,0.0002852391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005808193,0.000391408,0.0005473785,0.00032758102,0.0003728403,0.00007268462,0.00030394125,0.00031190392,0.00044936762],"category_scores_gemma":[0.000014649529,0.0003425014,0.00021359662,0.0006671904,0.00022965597,0.00036401517,0.0000057685115,0.0009359316,0.000017296712],"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":[0.0018924418,0.00090562925,0.00014530217,0.001977137,0.00038712224,0.00006891866,0.010968273,0.009629157,0.9195304,0.04261315,0.000026793581,0.01185569],"study_design_scores_gemma":[0.0035602434,0.0014451351,0.0029004887,0.00058835885,0.00016726492,0.000014773054,0.00016171984,0.20612158,0.78398734,0.00045195772,0.000078263234,0.00052285445],"about_ca_topic_score_codex":0.0003274731,"about_ca_topic_score_gemma":0.00041103573,"teacher_disagreement_score":0.66140527,"about_ca_system_score_codex":0.00019386313,"about_ca_system_score_gemma":0.00021103887,"threshold_uncertainty_score":0.9999027},"labels":[],"label_agreement":null},{"id":"W2292688302","doi":"10.1002/htj.21219","title":"Correlations for Natural Convective Heat Transfer from Isothermal Surface of Octagonal and Hexagonal Shapes of Different Aspect Ratios","year":2016,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Public Authority for Applied Education and Training","keywords":"Nusselt number; Prandtl number; Rayleigh number; Natural convection; Dimensionless quantity; Materials science; Mechanics; Laminar flow; Thermodynamics; Heat transfer; Adiabatic process; Isothermal process; Film temperature; Reynolds number; Physics; Turbulence","score_opus":0.03019060576364613,"score_gpt":0.278539395097816,"score_spread":0.24834878933416987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292688302","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":[0.9319301,0.0015998157,0.06278064,0.0007477392,0.00018477823,0.0011400552,0.0011104377,0.00007792063,0.0004284971],"genre_scores_gemma":[0.9990436,0.0004075254,0.00013208431,0.000012098946,0.00012321172,0.00007473112,0.000040198243,0.00007987648,0.00008668254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997472,0.00017497342,0.0005885375,0.00044056412,0.0006556707,0.0006682828],"domain_scores_gemma":[0.9978913,0.0013629044,0.0000015995868,0.00023149657,0.0002905335,0.00022216563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032172617,0.0003346712,0.0006237611,0.0002518762,0.00015687928,0.000027928238,0.00023616468,0.00024290034,0.0005877496],"category_scores_gemma":[0.000020882206,0.00024985,0.00024598485,0.00025822717,0.0004338946,0.00023346262,0.000011494449,0.00043330612,0.000006022261],"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":[0.00065062667,0.00018184837,0.005450784,0.00031489047,0.00029755034,0.0000051582197,0.0028749623,0.00015663162,0.9831336,0.005145242,0.00012961899,0.0016590776],"study_design_scores_gemma":[0.0062847906,0.00095399766,0.06701124,0.00047757503,0.00010853949,0.000014777336,0.0007603085,0.00922326,0.9137106,0.00071829295,0.00020374791,0.0005328664],"about_ca_topic_score_codex":0.00019240192,"about_ca_topic_score_gemma":0.0005528089,"teacher_disagreement_score":0.069423,"about_ca_system_score_codex":0.000102525395,"about_ca_system_score_gemma":0.00011896077,"threshold_uncertainty_score":0.99999535},"labels":[],"label_agreement":null},{"id":"W2615631135","doi":"10.1002/htj.21287","title":"Numerical investigation of the effects of geometric parameters of heaters on mixed covection in a lid‐driven cavity filled with different nanofluids","year":2017,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","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 Alberta","funders":"","keywords":"Nusselt number; Nanofluid; Enclosure; Streamlines, streaklines, and pathlines; Mechanics; Rayleigh number; Materials science; Reynolds number; Natural convection; Thermodynamics; Volume (thermodynamics); Heat transfer; Physics; Electrical engineering; Engineering; Turbulence","score_opus":0.027339506482820408,"score_gpt":0.26455246143728284,"score_spread":0.23721295495446243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615631135","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":[0.9965241,0.00009996413,0.0015803088,0.00020799853,0.00019383905,0.0010636414,0.000022003669,0.000024768207,0.00028340807],"genre_scores_gemma":[0.99960065,0.00017908703,0.00004740339,0.0000056396143,0.000014050047,0.00009858857,0.0000049757928,0.000039286417,0.00001030502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99763656,0.00034232927,0.00044390332,0.00028242407,0.00083991524,0.0004548468],"domain_scores_gemma":[0.99862546,0.00042414016,0.000009263997,0.00067737774,0.0001275861,0.00013619637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041428083,0.00022556592,0.0005511859,0.00068824354,0.00014598208,0.000025714779,0.00042676245,0.00018410746,0.000011106358],"category_scores_gemma":[0.0001024542,0.00015629554,0.00015699913,0.00085033773,0.00042932326,0.00011332092,0.000017653143,0.00053516746,0.0000016024388],"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":[0.0008120725,0.00036204074,0.15403172,0.0031779157,0.00016331182,0.000014108068,0.0018185726,0.0021406733,0.8338937,0.000248135,0.0000710252,0.003266698],"study_design_scores_gemma":[0.0014126314,0.0009627732,0.37378785,0.0006242734,0.000018772707,0.0000016832702,0.000031169162,0.0008764234,0.6221621,0.000020953885,0.000002967714,0.00009841923],"about_ca_topic_score_codex":0.0009057001,"about_ca_topic_score_gemma":0.00024388486,"teacher_disagreement_score":0.21975613,"about_ca_system_score_codex":0.00015788153,"about_ca_system_score_gemma":0.0000725644,"threshold_uncertainty_score":0.63735473},"labels":[],"label_agreement":null},{"id":"W2904345373","doi":"10.1002/htj.21405","title":"Linear and nonlinear stability of Soret‐Dufour Lapwood convection near double codimension‐2 points","year":2018,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Rayleigh number; Lewis number; Natural convection; Mechanics; Convection; Combined forced and natural convection; Prandtl number; Thermophoresis; Double diffusive convection; Thermodynamics; Physics; Mathematics; Materials science; Heat transfer; Mass transfer","score_opus":0.05731737389596209,"score_gpt":0.31165506792486347,"score_spread":0.2543376940289014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904345373","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":[0.98844016,0.00037193077,0.0045962157,0.00063771143,0.0002810752,0.00083289976,0.000090601825,0.00023152774,0.0045178956],"genre_scores_gemma":[0.9980415,0.00036709147,0.0011284159,0.000025792417,0.0002566746,0.000035915,0.000022292039,0.000081664475,0.00004061761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99722403,0.00017953246,0.0005263536,0.0004918021,0.00074479415,0.0008334893],"domain_scores_gemma":[0.9983956,0.00018459995,0.0000023325927,0.0005286735,0.00052622566,0.0003625704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013294393,0.00028210768,0.00046176882,0.0002763463,0.00034756618,0.00006342637,0.00021813608,0.0003136728,0.0007364258],"category_scores_gemma":[0.000029874516,0.0002717873,0.00011743887,0.0006934225,0.0008431805,0.00022163548,0.000029806944,0.00074076053,0.0001705872],"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":[0.0023303658,0.0007696277,0.008039356,0.0024262213,0.0003010413,0.000052643198,0.0094151925,0.00010867957,0.9653732,0.0039627315,0.0011919672,0.0060289484],"study_design_scores_gemma":[0.0040460345,0.0013736406,0.003110157,0.00017251584,0.000039945116,0.000024515637,0.0004222517,0.028011208,0.95558715,0.00019027726,0.0065900693,0.0004322411],"about_ca_topic_score_codex":0.00027579482,"about_ca_topic_score_gemma":0.00039117227,"teacher_disagreement_score":0.027902529,"about_ca_system_score_codex":0.000091357186,"about_ca_system_score_gemma":0.0001485835,"threshold_uncertainty_score":0.9999734},"labels":[],"label_agreement":null},{"id":"W2923683225","doi":"10.1002/htj.21449","title":"Numerical validation of natural convection heat transfer with horizontal rectangular fin array using straight knurling patterns on fins—correlation for Nusselt number","year":2019,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Heat Transfer Mechanisms","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":"Hatch (Canada)","funders":"","keywords":"Nusselt number; Fin; Natural convection; Mechanics; Heat transfer; Heat transfer coefficient; Surface roughness; Materials science; Surface finish; Geometry; Mathematics; Thermodynamics; Physics; Reynolds number; Turbulence; Composite material","score_opus":0.030927252251682906,"score_gpt":0.29347748509618576,"score_spread":0.26255023284450285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923683225","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":[0.6045738,0.000031118223,0.3924639,0.00010410387,0.00040347438,0.0014978717,0.00008384608,0.00014800913,0.0006939117],"genre_scores_gemma":[0.99808586,0.00002579184,0.0011230642,0.000013666221,0.00018593683,0.00013914228,0.00020201967,0.00019305089,0.00003147763],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99624175,0.00030105616,0.0006262043,0.00067928655,0.0011607707,0.0009909429],"domain_scores_gemma":[0.99875236,0.00030203088,0.0000030840226,0.0004389464,0.00027321465,0.00023034726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00079604186,0.00044972,0.00058204855,0.00043263665,0.00021449164,0.000088159184,0.00024598645,0.00039004147,0.0004862607],"category_scores_gemma":[0.000015787571,0.00042641663,0.00023870586,0.00075818994,0.00006654111,0.00044523424,0.0000040321866,0.001116197,0.000056478464],"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":[0.0010643634,0.00021842761,0.0019157619,0.0011553993,0.0001739657,0.00001605973,0.0027318746,0.034621675,0.95492136,0.0011641829,0.000011937001,0.0020050146],"study_design_scores_gemma":[0.0026775217,0.0013805125,0.0011054577,0.0006661744,0.00005973072,0.000054538887,0.00047719176,0.063663654,0.9292639,0.00006006845,0.00008091873,0.00051036663],"about_ca_topic_score_codex":0.00019445593,"about_ca_topic_score_gemma":0.00010197814,"teacher_disagreement_score":0.39351207,"about_ca_system_score_codex":0.00047236442,"about_ca_system_score_gemma":0.00014073675,"threshold_uncertainty_score":0.99981874},"labels":[],"label_agreement":null},{"id":"W2941407676","doi":"10.1002/htj.21465","title":"Numerical analysis reliability control for a double‐pipe heat exchanger with virtual entropy generation method","year":2019,"lang":"en","type":"article","venue":"Heat Transfer-Asian Research","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Heat exchanger; First law of thermodynamics; Second law of thermodynamics; Thermodynamics; Entropy (arrow of time); Laws of thermodynamics; Computer simulation; Mechanics; Physics; Non-equilibrium thermodynamics","score_opus":0.035399610531545944,"score_gpt":0.3183421230482369,"score_spread":0.28294251251669095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941407676","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":[0.10816662,0.000088706896,0.8868824,0.0009996123,0.00012515516,0.0023160314,0.0000909536,0.00021611167,0.0011144086],"genre_scores_gemma":[0.99295455,0.00008235564,0.005567248,0.0000649383,0.00022592426,0.0006614092,0.00022497306,0.000092622795,0.00012597712],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99659467,0.0004250953,0.00046215625,0.0007050641,0.0008547455,0.0009582935],"domain_scores_gemma":[0.9983232,0.00033404276,0.0000017371301,0.000601668,0.00039276376,0.00034658212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016508442,0.00032595254,0.0006558732,0.0005894896,0.00021619839,0.00014818141,0.00024229247,0.00026719578,0.00060103735],"category_scores_gemma":[0.000016539612,0.00027869616,0.000292093,0.0017202637,0.00007176517,0.000299287,0.0000058970804,0.00055125734,0.000058016554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019664655,0.00024033268,0.002742051,0.00037193217,0.0008205991,0.000008886475,0.0018260531,0.91793215,0.069100596,0.0016422644,0.00022502418,0.0031236247],"study_design_scores_gemma":[0.005982535,0.0013262329,0.0011981939,0.000026132664,0.00030792414,0.000005753213,0.00015374096,0.9446394,0.044637445,0.000025028978,0.0012818539,0.00041578236],"about_ca_topic_score_codex":0.0002092346,"about_ca_topic_score_gemma":0.00018950352,"teacher_disagreement_score":0.8847879,"about_ca_system_score_codex":0.00026394348,"about_ca_system_score_gemma":0.000107229105,"threshold_uncertainty_score":0.9999665},"labels":[],"label_agreement":null}]}