{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":97,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":97,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e933ee687cc3","filters":{"venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow"}},"results":[{"id":"W2087186392","doi":"10.1108/09615530610649717","title":"Heat transfer enhancement in turbulent tube flow using Al2O3 nanoparticle suspension","year":2006,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":296,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université de Moncton","funders":"","keywords":"Nanofluid; Turbulence; Materials science; Mechanics; Heat transfer; Thermodynamics; Reynolds number; Heat transfer coefficient; Heat flux; Flow conditioning; Physics","authors":[{"name":"Sidi El Bécaye Maı̈ga","is_ca":true},{"name":"Cong Tam Nguyen","is_ca":true},{"name":"Nicolas Galanis","is_ca":true},{"name":"G. Roy","is_ca":true},{"name":"Thierry Maré","is_ca":false},{"name":"Mickaël Coqueux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02976755337421189,"gpt":0.3303728593863541,"spread":0.3006053060121422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001738368,0.0002438503,0.0002533092,0.0001785481,0.0001811892,0.0003227308,0.0001085569,0.0001868772,0.0004002847],"category_scores_gemma":[0.0002314667,0.00007484636,0.0002282902,0.0001366938,0.000420224,0.0002298665,0.0001311662,0.0001639905,0.00007614211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464313,"about_ca_system_score_gemma":0.0001418181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006031287,"about_ca_topic_score_gemma":0.0003935949,"domain_scores_codex":[0.9999236,0.00001637313,0.000003524668,0.00001861511,0.00002286459,0.0000149953],"domain_scores_gemma":[0.9998909,0.00004502685,0.00002972454,0.000004622058,0.00001966447,0.0000100779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001337239,0.00002152442,0.0003803003,0.00005702622,0.000003301909,0.0000545882,0.00004702894,0.002330302,0.995207,0.0001362956,0.00002140736,0.00160758],"study_design_scores_gemma":[0.00001672672,0.0003812006,0.002774854,0.000004819036,0.00001193423,0.0000381137,0.00002599297,0.0327653,0.9635189,0.00007333405,0.0003778652,0.00001090269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930431,0.0003071424,0.00590619,0.0000240475,0.00001495064,0.00001205912,0.00002352353,0.00005811585,0.0006109048],"genre_scores_gemma":[0.9978027,0.0000964105,0.001771239,0.000008181999,0.000005513971,0.000008809535,0.00001804234,0.000009047548,0.0002800814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006031287,"threshold_uncertainty_score":0.00178802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956587399","doi":"10.1108/hff-11-2018-0677","title":"Numerical study on bi-phase coupled stress fluid in the presence of Hafnium and metallic nanoparticles over an inclined plane","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Drag; Materials science; Inclined plane; Mechanics; Stress (linguistics); Plane (geometry); Flow (mathematics); Particle (ecology); Phase (matter); Hafnium; Newtonian fluid; Parasitic drag; Fluid dynamics; Physics; Geometry; Geology; Metallurgy","authors":[{"name":"A. Zeeshan","is_ca":false},{"name":"R. Ellahi","is_ca":false},{"name":"Fazle Mabood","is_ca":true},{"name":"Farooq Hussain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03515743548643272,"gpt":0.3771277663287345,"spread":0.3419703308423018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001997105,0.0003587474,0.0004055929,0.0003368011,0.0005272389,0.0005798847,0.0003312028,0.0008220127,0.0006986843],"category_scores_gemma":[0.0006352309,0.0001493721,0.000421119,0.0002169404,0.0006636578,0.0003899006,0.0004025201,0.0003153365,0.00006961625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543983,"about_ca_system_score_gemma":0.0005615036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005536808,"about_ca_topic_score_gemma":0.002340822,"domain_scores_codex":[0.9998603,0.00002108018,0.000007073776,0.00003169745,0.00004243832,0.00003747899],"domain_scores_gemma":[0.999768,0.00008676296,0.00006358197,0.00001373319,0.00004201229,0.00002594426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003733726,0.0002555285,0.008889771,0.0002666992,0.00005272224,0.001170696,0.0003164286,0.8275095,0.1447177,0.005293841,0.0002985308,0.01085519],"study_design_scores_gemma":[0.00002662295,0.0001910704,0.001515535,0.000008136674,0.00001366779,0.00007211406,0.00009067931,0.9873252,0.01009694,0.0002808347,0.0003651124,0.00001405879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751424,0.000263462,0.02088293,0.0001391012,0.00005451424,0.00004455462,0.00005303992,0.00004359268,0.003376527],"genre_scores_gemma":[0.9938127,0.0001051202,0.00495344,0.00001336136,0.000006709146,0.00001964609,0.00002326421,0.000004024399,0.001061651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005536808,"threshold_uncertainty_score":0.01100916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119572621","doi":"10.1108/hff-11-2020-0704","title":"Entropy generation and MHD analysis of a nanofluid with peristaltic three dimensional cylindrical enclosures","year":2021,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nanofluid; Mechanics; Peristalsis; Heat generation; Brinkman number; Magnetohydrodynamics; Entropy (arrow of time); Heat transfer; Thermophoresis; Stream function; Entropy production; Partial differential equation; Classical mechanics; Physics; Mathematics; Nusselt number; Mathematical analysis; Thermodynamics; Magnetic field; Turbulence; Chemistry; Reynolds number","authors":[{"name":"Arshad Riaz","is_ca":false},{"name":"Tasawer Abbas","is_ca":false},{"name":"A. Zeeshan","is_ca":false},{"name":"Mohammad Hossein Doranehgard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02574948687593684,"gpt":0.3208926385357871,"spread":0.2951431516598503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792316,0.0003052351,0.0002552966,0.0004254269,0.0003665889,0.0004771042,0.0003060855,0.0003973328,0.0006766871],"category_scores_gemma":[0.000399097,0.0001055191,0.000399984,0.0001642202,0.0007235431,0.000368058,0.0005786243,0.00027891,0.00008726077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127255,"about_ca_system_score_gemma":0.0003012111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104033,"about_ca_topic_score_gemma":0.0003250789,"domain_scores_codex":[0.999892,0.00002972134,0.000006081246,0.00001498429,0.00004007828,0.00001712333],"domain_scores_gemma":[0.9999115,0.00002946001,0.000019184,0.000008572697,0.00001816289,0.00001314309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003223786,0.0001064813,0.00694138,0.0003959012,0.00007296518,0.001325824,0.0005676406,0.7430362,0.1573108,0.07064413,0.001354525,0.01792182],"study_design_scores_gemma":[0.000008397677,0.00005175294,0.001124986,0.000005906204,0.000005318142,0.00006864512,0.00002588203,0.9914724,0.004528577,0.002034182,0.0006612838,0.00001278955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.639419,0.001764744,0.3403707,0.0006177601,0.0001966806,0.0001868405,0.0002951864,0.0002990419,0.01685005],"genre_scores_gemma":[0.9907811,0.0002044663,0.006709914,0.00002513906,0.00002356316,0.00004031022,0.00006177225,0.00001686461,0.002136775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104033,"threshold_uncertainty_score":0.00226903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160682834","doi":"10.1108/hff-10-2020-0636","title":"MHD and nonlinear thermal radiation effects on hybrid nanofluid past a wedge with heat source and entropy generation","year":2021,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Nanofluid; Thermal radiation; Mechanics; Heat transfer; Nonlinear system; Heat generation; Materials science; Magnetohydrodynamics; Physics; Thermodynamics; Magnetic field","authors":[{"name":"Fazle Mabood","is_ca":true},{"name":"Anum Shafiq","is_ca":false},{"name":"Waqar A. Khan","is_ca":false},{"name":"Irfan Anjum Badruddin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01339061498279583,"gpt":0.2868654789061983,"spread":0.2734748639234025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371919,0.0002120541,0.0002952227,0.0001445328,0.0002386821,0.0003838026,0.0002259969,0.0002624967,0.0008052211],"category_scores_gemma":[0.0003814224,0.0001014597,0.000300879,0.00008449637,0.00049116,0.0004036327,0.000462299,0.0002228993,0.00008587085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483941,"about_ca_system_score_gemma":0.0001770822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007484051,"about_ca_topic_score_gemma":0.0004648937,"domain_scores_codex":[0.9999374,0.00001002705,0.000003502424,0.00001423486,0.00002301885,0.00001191283],"domain_scores_gemma":[0.9998918,0.00004025973,0.00003212021,0.00001152376,0.00001623758,0.000008155356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004188461,0.0001279308,0.007069606,0.0004999044,0.00004265696,0.001452324,0.0003429257,0.4008924,0.5608206,0.009316204,0.0002186209,0.01879784],"study_design_scores_gemma":[0.00002588287,0.0003570802,0.002869874,0.0000210537,0.00002332231,0.0002516785,0.0001548438,0.8849422,0.1089924,0.001334519,0.00100461,0.0000225048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479708,0.0004331358,0.04729435,0.00009522219,0.00003489399,0.00002855241,0.00003939098,0.00006246474,0.004041176],"genre_scores_gemma":[0.9964507,0.00007283502,0.002482081,0.000007650239,0.000003068089,0.000008067789,0.00001059326,0.000004407296,0.0009604811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008052211,"threshold_uncertainty_score":0.002693772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979398484","doi":"10.1108/09615530310459342","title":"The Soret effect on convection in a horizontal porous domain under cross temperature and concentration gradients","year":2003,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Thermophoresis; Lewis number; Buoyancy; Natural convection; Temperature gradient; Rayleigh number; Thermodynamics; Convection; Boussinesq approximation (buoyancy); Enclosure; Mechanics; Aspect ratio (aeronautics); Materials science; Double diffusive convection; Porosity; Porous medium; Thermal; Physics; Meteorology; Mass transfer; Nanofluid","authors":[{"name":"Rachid Bennacer","is_ca":false},{"name":"A. Mahidjiba","is_ca":true},{"name":"P. Vasseur","is_ca":true},{"name":"H. Béji","is_ca":false},{"name":"Rodolphe Duval","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01067924081983325,"gpt":0.3438295947633364,"spread":0.3331503539435032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002102645,0.0002416589,0.0002612922,0.000254005,0.000246752,0.0004245194,0.0001845085,0.0002794032,0.0003149948],"category_scores_gemma":[0.000765297,0.0001260895,0.0001653086,0.0001216604,0.001109675,0.0003966219,0.0005155083,0.000233592,0.00004053322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092383,"about_ca_system_score_gemma":0.0002790707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007741993,"about_ca_topic_score_gemma":0.0004734189,"domain_scores_codex":[0.9999205,0.00002149649,0.000002865556,0.00001009324,0.00002185749,0.00002319701],"domain_scores_gemma":[0.9996699,0.0002011001,0.00006985824,0.000008427183,0.00002154028,0.00002920769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008542388,0.0001507554,0.004680887,0.0003589749,0.00003993456,0.0007739785,0.000383361,0.5768236,0.3595982,0.03504455,0.0003006591,0.02099088],"study_design_scores_gemma":[0.00005734418,0.0002276425,0.001339197,0.00001001587,0.000008492675,0.0001044336,0.00004185738,0.9579681,0.03721898,0.002706627,0.0003026635,0.00001459644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784898,0.0002683831,0.01867187,0.00008662012,0.00001772215,0.00001631805,0.00001420425,0.00003710812,0.002397956],"genre_scores_gemma":[0.997511,0.0001209565,0.001792079,0.00000742566,0.000006127738,0.00000603688,0.000006405533,0.000003813525,0.0005461922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007741993,"threshold_uncertainty_score":0.002243757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051017973","doi":"10.1108/09615530510601459","title":"Natural convection in a porous cavity with spatial sidewall temperature variation","year":2005,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Nusselt number; Natural convection; Rayleigh number; Mechanics; Materials science; Heat transfer; Adiabatic process; Thermodynamics; Convection; Porous medium; Darcy number; Amplitude; Optics; Porosity; Physics; Reynolds number; Composite material","authors":[{"name":"Nawaf H. Saeid","is_ca":false},{"name":"A. A. Mohamad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01082247753574652,"gpt":0.3024350678677146,"spread":0.2916125903319681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000141283,0.0001544314,0.0002285516,0.0001161426,0.0002210734,0.0003312471,0.0002408897,0.0002564217,0.0003707614],"category_scores_gemma":[0.0004314797,0.0001264009,0.0002592301,0.0001022275,0.0009649029,0.0002551239,0.0003717418,0.0001968662,0.00006724443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326083,"about_ca_system_score_gemma":0.0004017209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071365,"about_ca_topic_score_gemma":0.0005141912,"domain_scores_codex":[0.9999045,0.00001480513,0.000002899382,0.00002852411,0.00002538032,0.00002384451],"domain_scores_gemma":[0.9997317,0.0001101836,0.00008443629,0.00001830944,0.00003262999,0.00002277819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004368183,0.0001432884,0.007206988,0.0002813075,0.00005938896,0.001373923,0.0002014675,0.512257,0.4553317,0.01061026,0.0004067438,0.01169094],"study_design_scores_gemma":[0.00007693449,0.0004339536,0.009141031,0.00001757755,0.00003227945,0.000794108,0.0001168217,0.9305508,0.05429776,0.003174912,0.001322227,0.00004162378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544086,0.0002582877,0.04227642,0.0000626538,0.00002287607,0.00002680136,0.0000489639,0.00007287221,0.002822364],"genre_scores_gemma":[0.9964775,0.00004876971,0.002921548,0.000006299414,0.000004488206,0.0000114622,0.000009426817,0.00000405924,0.0005163281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071365,"threshold_uncertainty_score":0.00213033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028368479","doi":"10.1108/hff-03-2012-0068","title":"Effects of rear spoilers on ground vehicle aerodynamic drag","year":2014,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Aerodynamics; Computational fluid dynamics; Wind tunnel; Drag coefficient; Lift coefficient; Drag; Aerodynamic drag; Aerospace engineering; Lift (data mining); Lift-to-drag ratio; Fluent; Angle of attack; Mechanics; Engineering; Physics; Computer science; Turbulence; Reynolds number","authors":[{"name":"Halil Sadettin Hamut","is_ca":true},{"name":"Rami S. El‐Emam","is_ca":true},{"name":"Murat Aydın","is_ca":true},{"name":"İbrahim Dinçer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01319939577056161,"gpt":0.3375477353401208,"spread":0.3243483395695592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813734,0.000529696,0.000289923,0.0004022305,0.0004031803,0.0005642527,0.0003354176,0.000310916,0.002476876],"category_scores_gemma":[0.0007260245,0.0002711973,0.0004343425,0.0001360777,0.0003874747,0.0003733044,0.0003991035,0.0003837792,0.0006039048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610056,"about_ca_system_score_gemma":0.0001951852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163131,"about_ca_topic_score_gemma":0.001576756,"domain_scores_codex":[0.9996081,0.00005748845,0.00001587954,0.00006477342,0.0001641174,0.00008978707],"domain_scores_gemma":[0.9993696,0.0002498434,0.0001264038,0.00007974889,0.0001419396,0.00003254642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003859597,0.0005169316,0.08183482,0.0006056369,0.0001370589,0.002217205,0.0003155609,0.1389477,0.686381,0.0006021629,0.0009355549,0.08364678],"study_design_scores_gemma":[0.00005782221,0.003740738,0.162518,0.00006030332,0.0002207725,0.001322029,0.0004996145,0.09311706,0.7344695,0.0002068267,0.003691482,0.00009584292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938586,0.0002303294,0.003751443,0.00001935622,0.0000268956,0.00001276779,0.00008031574,0.0000851889,0.001935124],"genre_scores_gemma":[0.9986028,0.00008274413,0.0007913992,0.000006742461,0.000003788633,0.000002353439,0.00006361054,0.00001968696,0.0004268354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002476876,"threshold_uncertainty_score":0.00828594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023742861","doi":"10.1108/09615530910930946","title":"Developing laminar mixed convection of nanofluids in an inclined tube with uniform wall heat flux","year":2009,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton; Université de Sherbrooke","funders":"","keywords":"Nanofluid; Laminar flow; Nusselt number; Grashof number; Mechanics; Heat flux; Materials science; Heat transfer; Combined forced and natural convection; Control volume; Thermodynamics; Forced convection; Natural convection; Reynolds number; Physics; Turbulence","authors":[{"name":"Ridha Ben Mansour","is_ca":true},{"name":"Nicolas Galanis","is_ca":true},{"name":"C.T. Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03085100861955926,"gpt":0.3432281837547968,"spread":0.3123771751352376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645324,0.0004954174,0.0004911799,0.0002848575,0.000492082,0.00076615,0.0004242929,0.0006639143,0.0006154156],"category_scores_gemma":[0.0009628591,0.0002664471,0.0006332491,0.0001391905,0.0009559646,0.0004746655,0.0007431874,0.0004440181,0.0001367717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005056438,"about_ca_system_score_gemma":0.0007426692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035584,"about_ca_topic_score_gemma":0.0005481821,"domain_scores_codex":[0.999822,0.00004177216,0.00001010574,0.00003901191,0.00005674451,0.00003038763],"domain_scores_gemma":[0.9997134,0.000113647,0.0000793306,0.00002227681,0.00003726283,0.00003400782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005577787,0.0002054269,0.004400528,0.0005209954,0.00004534905,0.001101794,0.0004051182,0.6129353,0.3528766,0.01353,0.0002562049,0.01316494],"study_design_scores_gemma":[0.00007583016,0.0005679943,0.001787529,0.00001789571,0.00002207011,0.0001737482,0.00006673125,0.9199004,0.07498821,0.001588518,0.0007897243,0.00002133693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8827766,0.0002491231,0.1127248,0.0001013767,0.00004201351,0.0001717957,0.00007396956,0.00009712856,0.003763195],"genre_scores_gemma":[0.9709028,0.0001188032,0.02581471,0.00001597002,0.00001883711,0.0001040092,0.00004861669,0.00002271222,0.00295358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035584,"threshold_uncertainty_score":0.003668725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074310779","doi":"10.1108/09615530410539955","title":"Effectiveness of several turbulence models in natural convection","year":2004,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Turbulence; Natural convection; Rayleigh number; Mechanics; K-epsilon turbulence model; Reynolds stress; Turbulence modeling; K-omega turbulence model; Convection; Rayleigh scattering; Heat transfer; Thermodynamics; Reynolds number; Physics; Materials science; Optics","authors":[{"name":"Paul Walsh","is_ca":true},{"name":"Wey H. Leong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0200242220189671,"gpt":0.3398899243875199,"spread":0.3198657023685528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008976031,0.0007200011,0.0006895333,0.000590671,0.0004920998,0.00110094,0.0008047252,0.0007348316,0.0003736629],"category_scores_gemma":[0.002459378,0.0003132185,0.001072557,0.0004815928,0.0006327074,0.001332224,0.0005104605,0.000444995,0.0001511395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008821309,"about_ca_system_score_gemma":0.0009868799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004423,"about_ca_topic_score_gemma":0.004940101,"domain_scores_codex":[0.9994795,0.0001935528,0.00006155347,0.00006719676,0.0001522536,0.00004589598],"domain_scores_gemma":[0.9990305,0.0005384455,0.0001300225,0.0001015502,0.0001546471,0.00004473508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002082545,0.00008625799,0.004927086,0.0000767646,0.00005319478,0.00008266326,0.00006476093,0.9657776,0.006534195,0.00331683,0.0001366985,0.01873564],"study_design_scores_gemma":[0.00001260259,0.00007370564,0.0005404895,0.000008258943,0.00001082717,0.00002130687,0.00001043113,0.996765,0.002039155,0.0003658447,0.0001414936,0.0000108996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8179258,0.00232562,0.1736998,0.0004096943,0.0001734242,0.000099515,0.0001581982,0.00111071,0.004097207],"genre_scores_gemma":[0.9835031,0.0004881136,0.01536241,0.00002014234,0.00001818448,0.00003967894,0.00009596853,0.00003161515,0.0004408578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004423,"threshold_uncertainty_score":0.01997149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081341162","doi":"10.1108/09615530310501975","title":"Effect of surface waviness and aspect ratio on heat transfer inside a wavy enclosure","year":2003,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Nusselt number; Waviness; Heat transfer; Rayleigh number; Natural convection; Streamlines, streaklines, and pathlines; Mechanics; Prandtl number; Enclosure; Aspect ratio (aeronautics); Materials science; Bejan number; Thermodynamics; Physics; Composite material; Reynolds number; Engineering","authors":[{"name":"Prodip K. Das","is_ca":true},{"name":"Shohel Mahmud","is_ca":true},{"name":"Syeda Humaira Tasnim","is_ca":true},{"name":"A. K. M. Sadrul Islam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01705335220225072,"gpt":0.3247551021916935,"spread":0.3077017499894427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002524557,0.0003287024,0.0004342663,0.0003233329,0.000272494,0.0006267107,0.0002427616,0.0003743705,0.0006588733],"category_scores_gemma":[0.001275012,0.0002091589,0.0002797991,0.0002588905,0.0005421529,0.0002985018,0.0003193658,0.0002360167,0.00008452136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609268,"about_ca_system_score_gemma":0.0001785791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006421485,"about_ca_topic_score_gemma":0.0005209198,"domain_scores_codex":[0.999849,0.00003270647,0.00000927624,0.00002511327,0.00003714858,0.000046737],"domain_scores_gemma":[0.9990416,0.000587323,0.0001606933,0.00007030166,0.00006942235,0.00007064537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0011625,0.0001751499,0.02761947,0.0002043051,0.00008760593,0.001216273,0.0003629502,0.5131556,0.4403123,0.0009732156,0.0001986137,0.01453186],"study_design_scores_gemma":[0.00008098784,0.002147888,0.05418039,0.00005238191,0.0001316511,0.0005395805,0.0003600019,0.6650859,0.275802,0.0005012153,0.001037991,0.00008003903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980507,0.00005422256,0.001212753,0.000008089271,0.000002922473,0.000004277623,0.00001697472,0.00004051256,0.0006094692],"genre_scores_gemma":[0.9994289,0.00003055891,0.0004382174,0.000002020313,7.308595e-7,0.000002440079,0.00001276605,0.000006770368,0.0000775572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006588733,"threshold_uncertainty_score":0.00220412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038249260","doi":"10.1108/09615530010318017","title":"Melting from heat sources flush mounted on a conducting vertical wall","year":2000,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Phase Change Materials Research","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; National Research Council Canada","funders":"","keywords":"Materials science; Natural convection; Thermal energy storage; Thermal; Mechanics; Process (computing); Thermodynamics; Melting temperature; Convection; Composite material; Physics; Computer science","authors":[{"name":"Bruno Binet","is_ca":true},{"name":"Marcel Lacroix","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09945784310558331,"gpt":0.4225841490829494,"spread":0.3231263059773661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608556,0.0002927104,0.0005066157,0.0002778065,0.0006470895,0.0005170282,0.0004321783,0.0005758867,0.002131499],"category_scores_gemma":[0.00107975,0.000293569,0.0004014236,0.0002872052,0.0006642014,0.0003718843,0.0005941661,0.0004773265,0.0002998378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005839576,"about_ca_system_score_gemma":0.0005836163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526376,"about_ca_topic_score_gemma":0.001084048,"domain_scores_codex":[0.999881,0.00001200266,0.000006524912,0.00002151026,0.00004442487,0.00003442339],"domain_scores_gemma":[0.9996492,0.0001746279,0.00005221485,0.00006001049,0.00003462617,0.00002931871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006454029,0.0001369627,0.003504032,0.0003429635,0.00004931767,0.0008242408,0.000327234,0.6093436,0.3617308,0.008389771,0.000468475,0.01423723],"study_design_scores_gemma":[0.0001285381,0.000568762,0.002782276,0.00002782502,0.00002821803,0.000238961,0.0001102882,0.8257682,0.1674504,0.001277288,0.001590753,0.00002849476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661343,0.0001474565,0.02714927,0.00008275944,0.00002616436,0.00006286508,0.0001772869,0.0002188243,0.006001084],"genre_scores_gemma":[0.9897343,0.00006872393,0.008690462,0.000008070762,0.000004124667,0.00002935122,0.00008185402,0.00002997754,0.001353098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002131499,"threshold_uncertainty_score":0.007130563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022015974","doi":"10.1108/09615530710730193","title":"Buoyancy effects on upward and downward laminar mixed convection heat and mass transfer in a vertical channel","year":2007,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Buoyancy; Mechanics; Laminar flow; Heat transfer; Thermodynamics; Convective heat transfer; Churchill–Bernstein equation; Flow (mathematics); Condensation; Nusselt number; Materials science; Reynolds number; Turbulence; Physics","authors":[{"name":"Brahim Benhamou","is_ca":false},{"name":"Nicolas Galanis","is_ca":true},{"name":"M. El‐Ganaoui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01805733054131665,"gpt":0.3232460082475848,"spread":0.3051886777062682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001915222,0.0003395006,0.0002336327,0.000296397,0.0003440742,0.0004788529,0.0001455822,0.0002439417,0.0007972905],"category_scores_gemma":[0.0006715305,0.0001706588,0.0002967624,0.0001003951,0.0005612479,0.0003124344,0.0004615473,0.0002075179,0.00009436502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530636,"about_ca_system_score_gemma":0.0004410897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004349616,"about_ca_topic_score_gemma":0.001449205,"domain_scores_codex":[0.9999005,0.00001844212,0.000003448075,0.000008305095,0.00002563679,0.0000436707],"domain_scores_gemma":[0.9997428,0.0001450063,0.00005180091,0.000008148335,0.00002875214,0.00002348253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001403003,0.0001892084,0.01660023,0.0002877742,0.00004807514,0.000758587,0.0003417575,0.4680422,0.4687218,0.004999253,0.0003486777,0.03825937],"study_design_scores_gemma":[0.0001605616,0.0008955757,0.01201364,0.00002225548,0.00007065091,0.0001469267,0.0001359407,0.8904477,0.0943559,0.0008991607,0.0008119917,0.00003962593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940879,0.0001880582,0.004072158,0.00003764408,0.00001939979,0.00001115438,0.00001481922,0.00004666275,0.001522242],"genre_scores_gemma":[0.9991857,0.00004093608,0.0004485341,0.000004672754,0.000003962826,0.000003753245,0.000004634736,0.000004249165,0.000303477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004349616,"threshold_uncertainty_score":0.008648574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771352920","doi":"10.1108/hff-10-2016-0398","title":"Effectiveness in incorporating Brownian and thermophoresis effects in modelling convective flow of water-Al<sub>2</sub>O<sub>3</sub> nanoparticles","year":2017,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Toronto Metropolitan University","funders":"Faculty of Engineering and Architectural Science, Ryerson University","keywords":"Thermophoresis; Nanofluid; Brownian motion; Mechanics; Heat transfer; Mass transfer; Materials science; Porous medium; Fluid dynamics; Thermodynamics; Classical mechanics; Physics; Porosity; Composite material","authors":[{"name":"M. Ziad Saghir","is_ca":true},{"name":"Abdulmajeed Mohamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01978923414146625,"gpt":0.3009052944197166,"spread":0.2811160602782504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003372232,0.0005077604,0.0003392544,0.000296349,0.0003030635,0.0007081648,0.0003625127,0.0009998732,0.001124479],"category_scores_gemma":[0.0009535003,0.0002313337,0.0005991834,0.0001819983,0.0004035966,0.0007732,0.0003944479,0.0004142792,0.0001911023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002165,"about_ca_system_score_gemma":0.0006420672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874336,"about_ca_topic_score_gemma":0.002063633,"domain_scores_codex":[0.9998698,0.00004385371,0.00001192345,0.0000242792,0.0000318974,0.00001818926],"domain_scores_gemma":[0.9997135,0.0001679014,0.00003999534,0.00002303183,0.00004210996,0.00001341521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009201044,0.0001461124,0.003927509,0.0002988893,0.00003895492,0.0002225966,0.0001407105,0.8979679,0.0653149,0.005694531,0.0002756816,0.02588025],"study_design_scores_gemma":[0.000005170453,0.00004116629,0.0004278957,0.00001327751,0.00000994489,0.00003371363,0.00001887947,0.9935967,0.004649179,0.0004174451,0.0007779407,0.00000866996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4500163,0.002313633,0.5319967,0.0004727158,0.0002356776,0.0002442938,0.0001792221,0.0005323813,0.01400917],"genre_scores_gemma":[0.9423868,0.0007102665,0.05401943,0.00005342914,0.00002937085,0.0001365778,0.00005991333,0.00006192612,0.002542335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002874336,"threshold_uncertainty_score":0.005715191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069000618","doi":"10.1108/09615530610653091","title":"An advanced impingement/film cooling scheme for gas turbines – numerical study","year":2006,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Turbulator; Mechanical engineering; Computational fluid dynamics; Turbulence; Airfoil; Turbine; Mechanics; Computer science; Heat transfer; Water cooling; Materials science; Simulation; Reynolds number; Engineering; Physics","authors":[{"name":"A. Immarigeon","is_ca":true},{"name":"Ibrahim Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01810620274019523,"gpt":0.3614717565057627,"spread":0.3433655537655675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002245191,0.0002510659,0.0003441505,0.0001611795,0.0002025434,0.0003873389,0.0003724655,0.0005063972,0.001676516],"category_scores_gemma":[0.0006450588,0.0001056534,0.0002503065,0.0001716468,0.0003389179,0.0003588487,0.0002153414,0.0003216358,0.000117568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002742852,"about_ca_system_score_gemma":0.0003088597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795135,"about_ca_topic_score_gemma":0.002416698,"domain_scores_codex":[0.9998913,0.00003075272,0.000005184639,0.00001811411,0.00003955832,0.00001512642],"domain_scores_gemma":[0.9998363,0.00006492397,0.00002641758,0.00001835569,0.00004514899,0.000008757283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001624492,0.0001359808,0.002950585,0.0003814571,0.00002636385,0.0002768751,0.0001148225,0.8851125,0.06668311,0.009653234,0.0007226726,0.03377985],"study_design_scores_gemma":[0.00001906417,0.000112376,0.000639534,0.00001223279,0.000005477436,0.00004937607,0.00001681775,0.993745,0.003721814,0.0001995934,0.001473091,0.0000056927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6803904,0.002136818,0.2946564,0.0002513526,0.0002382232,0.0003607904,0.0001907892,0.0002851641,0.02149011],"genre_scores_gemma":[0.9294435,0.0003827406,0.06705417,0.00001995719,0.00002148583,0.00006748785,0.00004573609,0.00002064426,0.002944296],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003795135,"threshold_uncertainty_score":0.007546127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385551919","doi":"10.1108/hff-06-2023-0304","title":"Flow characteristics and wind-sheltering performance of wind barriers with different diameters of holes on railway viaducts","year":2023,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Crosswind; Wind tunnel; Wind gradient; Wind speed; Environmental science; Wake; Turbulence; Wind shear; Track (disk drive); Meteorology; Flow (mathematics); Wind direction; Marine engineering; Mechanics; Physics; Engineering; Mechanical engineering","authors":[{"name":"Zhiqi Liu","is_ca":false},{"name":"Tanghong Liu","is_ca":false},{"name":"Hongrui Gao","is_ca":true},{"name":"Houyu Gu","is_ca":false},{"name":"Yutao Xia","is_ca":false},{"name":"Bin Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02147040233962922,"gpt":0.3212475815005478,"spread":0.2997771791609186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001564872,0.0002571282,0.0002559225,0.0003050181,0.0002655947,0.000353815,0.0002170782,0.0002026953,0.0007103406],"category_scores_gemma":[0.0004089671,0.00011563,0.000253532,0.000148113,0.0003353166,0.000350864,0.0002073862,0.0001823292,0.00008415864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577192,"about_ca_system_score_gemma":0.0002512553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194302,"about_ca_topic_score_gemma":0.002697768,"domain_scores_codex":[0.9998927,0.00001025507,0.000009149957,0.00002974087,0.0000331153,0.0000249248],"domain_scores_gemma":[0.9997842,0.00004363103,0.00006508343,0.00001941164,0.0000622802,0.0000253908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001378219,0.0006613753,0.1290681,0.0004606735,0.00005355099,0.001028402,0.0006778825,0.0682197,0.7537677,0.001015828,0.0005986184,0.04307004],"study_design_scores_gemma":[0.0001543019,0.004281051,0.3605237,0.0001073522,0.0002201134,0.000498617,0.001770226,0.2234059,0.4043047,0.000487091,0.004091259,0.000155687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990392,0.0000464083,0.0007223669,0.000004555013,0.000005661447,0.000005114106,0.00002429893,0.00001993073,0.0001324849],"genre_scores_gemma":[0.9993172,0.00003314257,0.0004642587,0.00000172174,0.000001077207,0.000004399717,0.00003774799,0.000002969959,0.0001375032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002194302,"threshold_uncertainty_score":0.004363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799628071","doi":"10.1108/hff-08-2016-0297","title":"Comparison of thermodynamic models for ice accretion on airfoils","year":2018,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Icing; Hard rime; Icing conditions; Environmental science; Meteorology; Mechanics; Materials science; Physics","authors":[{"name":"P. Lavoie","is_ca":true},{"name":"Dorian Pena","is_ca":false},{"name":"Yannick Hoarau","is_ca":false},{"name":"Éric Laurendeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06886739313746024,"gpt":0.4232817715327586,"spread":0.3544143783952984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005186185,0.0007859295,0.0007942867,0.0006741375,0.0005267424,0.001184054,0.00111896,0.0008272317,0.001243413],"category_scores_gemma":[0.002133475,0.0002920536,0.0009855307,0.0003749116,0.0005033708,0.0006606558,0.0006623448,0.0005222681,0.0002483409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035862,"about_ca_system_score_gemma":0.0009136229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469838,"about_ca_topic_score_gemma":0.00719249,"domain_scores_codex":[0.9997227,0.00009447002,0.00001688364,0.00002976285,0.00009360576,0.00004265039],"domain_scores_gemma":[0.9992434,0.0003749283,0.00007620997,0.00007385615,0.0001683015,0.00006330253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005156303,0.00004110046,0.002062998,0.00006103684,0.00002089152,0.00006532067,0.00004450649,0.9897456,0.00160664,0.001353044,0.0001504752,0.004796673],"study_design_scores_gemma":[0.00001299296,0.00004323201,0.0006340247,0.00001425165,0.0000102671,0.00001639552,0.000027338,0.9970697,0.001344602,0.0002809416,0.0005360883,0.00001009498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225679,0.001328674,0.1451096,0.0004109837,0.0002271843,0.0003741425,0.001027316,0.001039485,0.02791478],"genre_scores_gemma":[0.9863421,0.0003476277,0.01135162,0.00004036097,0.00002189296,0.0001172354,0.0002656949,0.0001209813,0.001392365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469838,"threshold_uncertainty_score":0.02922565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157367847","doi":"10.1108/hff-11-2020-0748","title":"Free convective heat transfer efficiency in Al2O3–Cu/water hybrid nanofluid inside a rectotrapezoidal enclosure","year":2021,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nanofluid; Materials science; Nusselt number; Heat transfer; Thermodynamics; Thermal conductivity; Heat transfer enhancement; Rayleigh number; Convective heat transfer; Mechanics; Natural convection; Composite material; Heat transfer coefficient; Reynolds number; Turbulence; Physics","authors":[{"name":"M.M. Rahman","is_ca":false},{"name":"M. Ziad Saghir","is_ca":true},{"name":"Ioan Pop","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02098789645775707,"gpt":0.3088096523603114,"spread":0.2878217559025543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002050607,0.0002348293,0.0002765494,0.0001802817,0.0002887476,0.0004918965,0.0002363043,0.0003393155,0.0005299483],"category_scores_gemma":[0.0004124779,0.0001438017,0.0002934145,0.0001338654,0.0004509958,0.0004413352,0.0002837167,0.0001611415,0.00009800441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004383737,"about_ca_system_score_gemma":0.0002153909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631631,"about_ca_topic_score_gemma":0.0009946498,"domain_scores_codex":[0.9999084,0.00001084178,0.000005333945,0.00002732497,0.00002674552,0.00002130788],"domain_scores_gemma":[0.999872,0.0000500615,0.00003466786,0.00001220152,0.00002290794,0.000008171723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003832491,0.00007346358,0.003344281,0.0002253066,0.00002778621,0.0002715928,0.0001888336,0.1501778,0.8355997,0.001258896,0.0001503561,0.0082988],"study_design_scores_gemma":[0.00003821548,0.0004329893,0.004617645,0.00001691752,0.00003192545,0.00009324651,0.0001208284,0.587863,0.4056088,0.0003143421,0.0008279533,0.00003406237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912698,0.0001898947,0.007403405,0.00002618814,0.000008919742,0.000009218644,0.00003535,0.00004600512,0.001011324],"genre_scores_gemma":[0.9977911,0.00004301381,0.001761326,0.000003321395,0.000001306865,0.000008468734,0.00001421038,0.000006012338,0.00037131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001631631,"threshold_uncertainty_score":0.003244221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134828835","doi":"10.1108/09615530610702032","title":"Numerical investigation of heat transfer on film cooling with shaped holes","year":2006,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Turbulence; Heat transfer; Computational fluid dynamics; Turbine; Mechanical engineering; Computer science; Turbine blade; Heat transfer coefficient; Computer simulation; Jet (fluid); Mechanics; Simulation; Materials science; Engineering; Physics","authors":[{"name":"X.‐Z. Zhang","is_ca":true},{"name":"Ibrahim Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01880283483370439,"gpt":0.2992525417465791,"spread":0.2804497069128747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219351,0.0003162623,0.0002947522,0.0002181586,0.0002773223,0.0003270473,0.000349965,0.0004002876,0.001161105],"category_scores_gemma":[0.001207664,0.0001355884,0.0003076252,0.0001766717,0.0006462289,0.0003444694,0.0003238876,0.0002205124,0.00007651894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934461,"about_ca_system_score_gemma":0.0003242593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00324788,"about_ca_topic_score_gemma":0.001103519,"domain_scores_codex":[0.9998993,0.00002483563,0.000004499766,0.00001859438,0.0000316352,0.00002114598],"domain_scores_gemma":[0.999721,0.0001545483,0.00003851192,0.00002945007,0.00004384066,0.0000126051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002854034,0.00006157259,0.00271815,0.0002240059,0.00001714463,0.0003098618,0.0001740752,0.8775302,0.09454592,0.01104791,0.0003527676,0.01273299],"study_design_scores_gemma":[0.00003500534,0.0001850562,0.000986633,0.00001584751,0.000007324443,0.00005143091,0.00003407828,0.9838599,0.0132763,0.0006860553,0.0008536508,0.000008610014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294985,0.0006116022,0.1583564,0.0001429619,0.0001220045,0.0001490575,0.0001343219,0.0003111466,0.01067395],"genre_scores_gemma":[0.9824693,0.0001079077,0.01628251,0.000008575015,0.00000559514,0.00002693442,0.00002251962,0.00001548169,0.001061066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00324788,"threshold_uncertainty_score":0.006457984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964426479","doi":"10.1108/hff-11-2018-0693","title":"Evaluation of MWCNT/ethylene glycol nanofluid flow in a parabolic trough collector with glass-glass absorber tube","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nanofluid; Parabolic trough; Materials science; Glass tube; Nanofluids in solar collectors; Tube (container); Ethylene glycol; Solar energy; Working fluid; Heat transfer; Composite material; Absorption (acoustics); Thermal; Thermodynamics; Nanoparticle; Chemical engineering; Nanotechnology; Photovoltaic thermal hybrid solar collector","authors":[{"name":"A.B. Kasaeian","is_ca":false},{"name":"Reza Daneshazarian","is_ca":true},{"name":"Fathollah Pourfayaz","is_ca":false},{"name":"Sahar Babaei","is_ca":false},{"name":"Mojgan Sheikhpour","is_ca":false},{"name":"Shima Nakhjavani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04107594162699475,"gpt":0.3629923902408023,"spread":0.3219164486138076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004310774,0.0002901774,0.0003569841,0.0002810564,0.0003584192,0.000484997,0.0003327809,0.0004625379,0.0004038394],"category_scores_gemma":[0.0005522899,0.0001469158,0.0003695815,0.0002303463,0.000313594,0.0003276186,0.0001950689,0.0002485958,0.0001254832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005637769,"about_ca_system_score_gemma":0.0003271698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720302,"about_ca_topic_score_gemma":0.001325342,"domain_scores_codex":[0.9998187,0.00002001797,0.000008905347,0.00005260033,0.00007189785,0.00002784335],"domain_scores_gemma":[0.9997579,0.00005935968,0.00005731683,0.00001636943,0.00008796702,0.00002098626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001870151,0.0000508487,0.001188795,0.0001154972,0.000008808382,0.00011277,0.00006099855,0.002905996,0.9916087,0.000122014,0.00004104429,0.003597415],"study_design_scores_gemma":[0.00001836424,0.0005856045,0.003029847,0.000008292653,0.00002205235,0.00005448159,0.00005950949,0.02644731,0.9691818,0.00004001632,0.0005391806,0.00001353771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924038,0.0004369938,0.006519331,0.0000304959,0.00002011573,0.00004900471,0.00008512985,0.00009600898,0.0003591587],"genre_scores_gemma":[0.9930649,0.0002530343,0.006080159,0.000009281002,0.000004834139,0.00002901526,0.00004837134,0.00001442675,0.0004958889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001720302,"threshold_uncertainty_score":0.004090488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033611485","doi":"10.1108/09615531111095067","title":"Numerical investigation of the influence of a hole imperfection on film cooling effectiveness","year":2010,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Turbulence; Mechanics; Turbine; Turbine blade; Materials science; Mechanical engineering; Thermal; Combustion chamber; Flow (mathematics); Finite volume method; Work (physics); Combustion; Computer science; Thermodynamics; Physics; Engineering; Chemistry","authors":[{"name":"Fadéla Nemdili","is_ca":false},{"name":"Abbès Azzi","is_ca":false},{"name":"B.A. Jubran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01175661128394133,"gpt":0.315650890221829,"spread":0.3038942789378876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004360412,0.0002677357,0.0003778815,0.0002743126,0.000313237,0.0005322318,0.0003208579,0.0004378638,0.001097638],"category_scores_gemma":[0.002589862,0.0001913525,0.0002125685,0.0001663193,0.0007719116,0.0002880454,0.0003248041,0.0002620421,0.00007193458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318489,"about_ca_system_score_gemma":0.0003813972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003271936,"about_ca_topic_score_gemma":0.001753582,"domain_scores_codex":[0.9997827,0.00004043985,0.00001503039,0.00002908346,0.00008391558,0.0000488447],"domain_scores_gemma":[0.99835,0.001025611,0.000269929,0.0001490965,0.0001517738,0.00005364236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004368879,0.00009693174,0.01106983,0.0002294833,0.00003274941,0.0006373727,0.0001660993,0.8765754,0.09825501,0.00169148,0.000211656,0.01059709],"study_design_scores_gemma":[0.00003462912,0.0004012507,0.007141902,0.00002202559,0.00003524792,0.0001704643,0.0001005791,0.9610646,0.03026539,0.0001791347,0.0005660406,0.00001876618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833195,0.0001456272,0.0135298,0.00004832473,0.0000220327,0.00002340931,0.00005226056,0.000105685,0.002753372],"genre_scores_gemma":[0.9973882,0.00002651593,0.002370886,0.000003256556,0.000001729254,0.000004279593,0.00001267714,0.000005918067,0.0001865614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003271936,"threshold_uncertainty_score":0.006505787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086327108","doi":"10.1108/09615530610649762","title":"An FE-based sequential inverse algorithm for heat flux calculation during impingement water cooling","year":2006,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Heat flux; Inverse; Inverse method; Computation; Parametric statistics; Algorithm; Computer science; Regularization (linguistics); Inverse problem; Applied mathematics; Heat transfer; Mathematics; Mechanics; Mathematical analysis; Physics; Geometry","authors":[{"name":"Mohamed S. Gadala","is_ca":true},{"name":"Fuchang Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07330601902000608,"gpt":0.4245848825039565,"spread":0.3512788634839504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000586764,0.0004961842,0.0004710028,0.0004618466,0.0004026316,0.0003879634,0.000852029,0.0006204628,0.003619274],"category_scores_gemma":[0.001792943,0.0003743409,0.0003747622,0.0002725407,0.0004186041,0.0004919473,0.0004138332,0.0005979537,0.0006428926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959219,"about_ca_system_score_gemma":0.000924084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497352,"about_ca_topic_score_gemma":0.003376407,"domain_scores_codex":[0.9997342,0.00003957826,0.00001133895,0.00003425762,0.0001666038,0.00001398828],"domain_scores_gemma":[0.9995558,0.0001662058,0.00004383525,0.00005612412,0.0001639168,0.00001406006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001228487,0.0001000002,0.001074993,0.0002256273,0.00003202586,0.00009467932,0.0002099281,0.6809086,0.05464597,0.01362024,0.001471651,0.2474934],"study_design_scores_gemma":[0.000008130585,0.00002458075,0.0001310312,0.000008348303,0.000003229445,0.00002556879,0.000006619619,0.9935679,0.003958228,0.0006416986,0.001619917,0.000004771518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004676521,0.00002015465,0.9938804,0.00002144163,0.000009164278,0.0000374238,0.00001451946,0.0002979072,0.001042504],"genre_scores_gemma":[0.1150564,0.00004401618,0.8827117,0.00002063949,0.000008095224,0.0002369289,0.00005459273,0.0001144897,0.001753138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003619274,"threshold_uncertainty_score":0.01210773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964991662","doi":"10.1108/09615530510583900","title":"A nonlinear numerical model for sloshing motion in tuned liquid dampers","year":2005,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Slosh dynamics; Discretization; Nonlinear system; Linearization; Convergence (economics); Boundary value problem; Damper; Motion (physics); Computer science; Mechanics; Mathematical analysis; Mathematics; Physics; Structural engineering; Engineering","authors":[{"name":"Mizanur R. Siddique","is_ca":true},{"name":"M. Hamed","is_ca":true},{"name":"Ashraf A. El Damatty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03368069960610823,"gpt":0.3744481420992903,"spread":0.340767442493182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001459437,0.0002759163,0.0002552915,0.0002174685,0.0002840341,0.0004508613,0.0005898235,0.0005330172,0.001273812],"category_scores_gemma":[0.0005425259,0.000156458,0.0002874808,0.0001403192,0.000718711,0.0005825773,0.0005005634,0.0003760959,0.0001794506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785264,"about_ca_system_score_gemma":0.0005118786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531828,"about_ca_topic_score_gemma":0.002042925,"domain_scores_codex":[0.9999038,0.00002055897,0.000005012212,0.00001928206,0.00003984312,0.00001154287],"domain_scores_gemma":[0.999904,0.00003075845,0.00002554551,0.00001567067,0.00001680609,0.000007239999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000450815,0.00003223132,0.0009045791,0.00005328719,0.000007780361,0.0001589049,0.00009735478,0.9415689,0.03741062,0.01150808,0.0002071261,0.008006071],"study_design_scores_gemma":[0.000003419117,0.000009835733,0.00008581068,0.000001988388,0.000001024923,0.00001295111,0.000006445364,0.9982554,0.0009276202,0.000341867,0.0003515353,0.000002088707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.157121,0.0002115232,0.8340809,0.000184111,0.00005286482,0.00008603455,0.00006685965,0.000336055,0.007860814],"genre_scores_gemma":[0.9403595,0.0001736256,0.05294493,0.00004795544,0.00001699318,0.0001125291,0.00004793199,0.00003653007,0.006259937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003531828,"threshold_uncertainty_score":0.0070225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205329960","doi":"10.1108/hff-06-2021-0417","title":"On a reduced-order model-based optimization of rotor electro-thermal anti-icing systems","year":2022,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Airfoil; Computer science; Aerodynamics; Icing; Rotor (electric); Aerospace engineering; Lift (data mining); Mechanical engineering; Engineering","authors":[{"name":"Adam Targui","is_ca":true},{"name":"Wagdi G. Habashi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02289581764983111,"gpt":0.3290303162251335,"spread":0.3061344985753024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115133,0.0007684182,0.0008818044,0.0004450892,0.0003397961,0.001293459,0.0006196603,0.001083243,0.003273754],"category_scores_gemma":[0.001028301,0.0004324091,0.0009982251,0.0003460195,0.000594095,0.0003776545,0.0008044872,0.0008309524,0.0005954868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552825,"about_ca_system_score_gemma":0.001285437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00730179,"about_ca_topic_score_gemma":0.005284128,"domain_scores_codex":[0.9998161,0.00006247756,0.000006232804,0.00002269145,0.00006315775,0.00002932624],"domain_scores_gemma":[0.9997236,0.0001360527,0.0000353146,0.00002087609,0.00006410432,0.00002008157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006670718,0.000007017718,0.00007243382,0.00001606695,0.000005110087,0.00001428907,0.000005450414,0.9969146,0.0002668385,0.001228862,0.0001553272,0.00130723],"study_design_scores_gemma":[0.000001706505,0.000005493221,0.00003285563,0.000002667185,0.000001719758,0.000001854228,0.000002580739,0.9993117,0.00006511052,0.0003163258,0.0002568039,0.000001088677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05204332,0.0006243373,0.9175305,0.000452155,0.0001152253,0.0001447894,0.0003457462,0.0004273202,0.02831669],"genre_scores_gemma":[0.8470573,0.000686622,0.1346046,0.0002523786,0.00007836553,0.0005420429,0.0005962076,0.000237566,0.015945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00730179,"threshold_uncertainty_score":0.01451856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2402443306","doi":"10.1108/hff-10-2015-0445","title":"Generalized Richardson extrapolation procedures for estimating grid-independent numerical solutions","year":2016,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Richardson extrapolation; Extrapolation; Hexahedron; Regular grid; Grid; Applied mathematics; Discretization; Mathematics; Finite volume method; Numerical analysis; Computer science; Finite element method; Mathematical optimization; Geometry; Mathematical analysis; Mechanics","authors":[{"name":"B. R. Baliga","is_ca":true},{"name":"Iurii Lokhmanets","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03107785767958534,"gpt":0.3540298640168763,"spread":0.3229520063372909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004911969,0.001214422,0.0005417441,0.001339957,0.0004022706,0.0007163989,0.001187915,0.0007748909,0.001904045],"category_scores_gemma":[0.01663117,0.0003293137,0.0007696933,0.0007522599,0.001164075,0.001034495,0.001486044,0.001450861,0.001155235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003791689,"about_ca_system_score_gemma":0.000904242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113842,"about_ca_topic_score_gemma":0.001068825,"domain_scores_codex":[0.9974108,0.001430104,0.0001343082,0.0001336182,0.0008250802,0.00006610493],"domain_scores_gemma":[0.994369,0.002448212,0.0005594986,0.001273145,0.001276694,0.00007354355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002677127,0.00007598389,0.002759438,0.0005009397,0.0001109978,0.0004079518,0.0004753855,0.5937214,0.03690465,0.1117661,0.001678974,0.2513305],"study_design_scores_gemma":[0.000009994229,0.00006925775,0.0003370063,0.00004988486,0.00001291007,0.00007650562,0.00002896248,0.971298,0.01599106,0.009666046,0.002436914,0.00002343664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005520221,0.0001150195,0.9929328,0.0000283396,0.00001861114,0.00005111052,0.00001934066,0.0002986115,0.001015999],"genre_scores_gemma":[0.1395242,0.000410028,0.857495,0.00005555348,0.00004268546,0.0002388283,0.000146722,0.000276986,0.00181],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004911969,"threshold_uncertainty_score":0.02597731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044796948","doi":"10.1108/09615530910922125","title":"Evaluation of confined natural and forced convection predictions by different turbulence models","year":2009,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Turbulence; Mechanics; Forced convection; Natural convection; Turbulence kinetic energy; Turbulence modeling; Isothermal process; HVAC; K-epsilon turbulence model; K-omega turbulence model; Statistical physics; Thermodynamics; Convection; Physics; Air conditioning","authors":[{"name":"Mohamed Omri","is_ca":true},{"name":"Nicolas Galanis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03518652831855018,"gpt":0.3574378877344487,"spread":0.3222513594158985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005457267,0.000418947,0.0003765269,0.0002503242,0.0002184838,0.0004951794,0.000535943,0.0003658834,0.0005829017],"category_scores_gemma":[0.002774551,0.0001350701,0.0005328447,0.0002105315,0.0004010776,0.0006505306,0.0004681614,0.0002336127,0.0001076649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660644,"about_ca_system_score_gemma":0.0006064813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846886,"about_ca_topic_score_gemma":0.002370536,"domain_scores_codex":[0.9997078,0.00007132987,0.00003090789,0.00004354714,0.0001161601,0.00003030163],"domain_scores_gemma":[0.9986254,0.0006636073,0.0001711653,0.0002403213,0.0002412327,0.00005829597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002173094,0.0001113586,0.007459042,0.00009394402,0.00005165426,0.0001006689,0.0001088298,0.9639821,0.01538793,0.001930936,0.00015406,0.01040219],"study_design_scores_gemma":[0.00002058648,0.0001409199,0.002425636,0.000008697159,0.00001200746,0.00002504475,0.00001663458,0.9919581,0.004884244,0.0003594483,0.0001372192,0.00001140613],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552107,0.0002201322,0.04152152,0.00005582171,0.0000308425,0.00002991916,0.0001344635,0.000317882,0.002478567],"genre_scores_gemma":[0.9976229,0.00003197949,0.002067221,0.000004515276,0.000002384656,0.0000170775,0.00005854874,0.00001484384,0.00018057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004846886,"threshold_uncertainty_score":0.009637296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1603591256","doi":"10.1108/hff-05-2014-0148","title":"Entropy generation and second law analysis of pulsed impinging jet","year":2015,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mechanics; Heat transfer; Turbulence; Nozzle; Entropy (arrow of time); Amplitude; Thermodynamics; Physics; Thermal; Materials science; Optics","authors":[{"name":"Kazem Esmailpour","is_ca":false},{"name":"Behnam Bozorgmehr","is_ca":false},{"name":"Seyed Mostafa Hosseinalipour","is_ca":false},{"name":"Arun S. Mujumdar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05443263778736378,"gpt":0.3617055813357189,"spread":0.3072729435483551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002103766,0.0002203631,0.0002239335,0.0005865764,0.0001457591,0.0003730427,0.0002504915,0.0001908381,0.001023667],"category_scores_gemma":[0.0007633184,0.00009974419,0.0003243236,0.0002834479,0.0003863725,0.0004684663,0.0002255505,0.0003694765,0.0001000377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639767,"about_ca_system_score_gemma":0.0001176165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962991,"about_ca_topic_score_gemma":0.0001371616,"domain_scores_codex":[0.9998123,0.00001798393,0.000006148228,0.00002421471,0.0001219545,0.00001737038],"domain_scores_gemma":[0.99955,0.0002446753,0.00008214847,0.00002830532,0.00007260065,0.00002222802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005995033,0.0001613098,0.03160745,0.0005011073,0.00008518697,0.001547828,0.0005775437,0.2752145,0.5939778,0.01322222,0.0007908865,0.08171472],"study_design_scores_gemma":[0.00001227389,0.0002762224,0.02142473,0.000009534896,0.00001309804,0.0003269002,0.00005026653,0.8863273,0.08903683,0.00203585,0.0004555786,0.00003149435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146264,0.001017679,0.08038278,0.00008874893,0.00005618171,0.00003345351,0.0001008419,0.0002387986,0.003455091],"genre_scores_gemma":[0.9971635,0.0001232159,0.001993709,0.00000776101,0.00001173321,0.000007852449,0.00005909169,0.00001400873,0.00061911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001023667,"threshold_uncertainty_score":0.003424525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381277813","doi":"10.1108/hff-02-2023-0072","title":"The search for an appropriate condensation model to simulate wet steam transonic flows","year":2023,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Condensation; Steam turbine; Transonic; Mechanics; Nucleation; Nozzle; Turbine; Flow (mathematics); Boundary value problem; Thermodynamics; Materials science; Mathematics; Physics; Aerodynamics","authors":[{"name":"Esmail Lakzian","is_ca":false},{"name":"Mostafa Ramezani","is_ca":false},{"name":"Sima Shabani","is_ca":false},{"name":"Fahime Salmani","is_ca":false},{"name":"Mirosław Majkut","is_ca":false},{"name":"Heuy Dong Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1112117349440562,"gpt":0.4272615412353512,"spread":0.316049806291295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003094058,0.0005327046,0.0006721065,0.0003638869,0.0003433209,0.0006103595,0.000788575,0.0009291251,0.0009557278],"category_scores_gemma":[0.0009942187,0.0002923991,0.0007159918,0.0002414954,0.0003716911,0.000703958,0.0004507605,0.0005026897,0.000219019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005211825,"about_ca_system_score_gemma":0.0009098953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008192194,"about_ca_topic_score_gemma":0.003996989,"domain_scores_codex":[0.9998283,0.00004502841,0.00001031029,0.00002980928,0.00005740906,0.00002902366],"domain_scores_gemma":[0.9997613,0.00009222264,0.00003972492,0.00001992147,0.0000684898,0.00001835369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000368448,0.0000518767,0.002001036,0.0001125723,0.00002842603,0.00009584632,0.00004487239,0.9691957,0.01711513,0.003091161,0.0002608725,0.007965693],"study_design_scores_gemma":[0.000008932326,0.00002546627,0.0002497817,0.000007117221,0.000005881608,0.00001235064,0.000008612323,0.9966239,0.002342463,0.0002908982,0.0004195926,0.000005013879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.287162,0.001517899,0.6981443,0.0003993416,0.000180959,0.0003590609,0.0002922448,0.0008490217,0.01109526],"genre_scores_gemma":[0.9614124,0.0004862065,0.03540343,0.00005813969,0.00003625262,0.0001624349,0.0001568206,0.0001005215,0.002183773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008192194,"threshold_uncertainty_score":0.016289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600121067","doi":"10.1108/hff-11-2015-0487","title":"Pore scale evaluation of thermal conduction anisotropy in granular porous media using Lattice Boltzmann method","year":2017,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lattice Boltzmann methods; Materials science; Anisotropy; Thermal conduction; Thermal conductivity; Porosity; Surface roughness; Porous medium; Grain size; Surface finish; Mechanics; Condensed matter physics; Composite material; Thermodynamics; Geometry; Optics; Physics; Mathematics","authors":[{"name":"Roohollah Askari","is_ca":false},{"name":"Muhammad Fowaz Ikram","is_ca":true},{"name":"S. Hossein Hejazi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1039717559806113,"gpt":0.4393471196362007,"spread":0.3353753636555894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002994699,0.0003117571,0.0003710533,0.0003873193,0.0002551898,0.0007662019,0.0006378712,0.000602311,0.0008921076],"category_scores_gemma":[0.0009316936,0.0002327004,0.0005777249,0.0003356829,0.0004282584,0.0006942783,0.0004951688,0.0004432014,0.0001610865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00067991,"about_ca_system_score_gemma":0.000642062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00449791,"about_ca_topic_score_gemma":0.002030914,"domain_scores_codex":[0.999859,0.00002697919,0.000008429452,0.00002193648,0.00006376215,0.00001982536],"domain_scores_gemma":[0.9995323,0.0002587555,0.00006024901,0.00004020054,0.00008104191,0.00002736765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004866556,0.00005234629,0.001423894,0.00006998939,0.00001683697,0.00005926416,0.00003530885,0.9693639,0.01508727,0.005353652,0.0001334365,0.00835541],"study_design_scores_gemma":[0.000002186067,0.000004123577,0.00006840796,0.000001725832,0.000001250213,0.000005780987,0.000003468812,0.9985428,0.0009567509,0.0003405247,0.00007058666,0.000002423058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1652375,0.0002638953,0.8268355,0.0001286682,0.00004603015,0.00009517106,0.0001695779,0.0006699484,0.006553868],"genre_scores_gemma":[0.9236962,0.000133072,0.07492971,0.00002018241,0.000008714611,0.00006572919,0.00009129469,0.00005616494,0.0009989149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00449791,"threshold_uncertainty_score":0.008943498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2478720943","doi":"10.1108/hff-04-2015-0143","title":"Effect of airfoil leading edge waviness on flow structures and noise","year":2016,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia","keywords":"Airfoil; Waviness; Leading edge; Aerodynamics; Mach number; Angle of attack; Transonic; Trailing edge; Reynolds number; Computational fluid dynamics; Aerospace engineering; Mechanics; Physics; Computer science; Acoustics; Engineering; Turbulence; Mechanical engineering","authors":[{"name":"Man Zhang","is_ca":false},{"name":"Abdelkader Frendi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01375764604553992,"gpt":0.342796662241049,"spread":0.3290390161955091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002495659,0.0004334986,0.0003503499,0.0002926624,0.0003480149,0.0007141587,0.000300183,0.0005533569,0.0008395407],"category_scores_gemma":[0.001063246,0.0001849564,0.0004672599,0.0001272474,0.0005253649,0.0003257025,0.0004303954,0.000349188,0.0001611377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248524,"about_ca_system_score_gemma":0.0002762087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452763,"about_ca_topic_score_gemma":0.002279338,"domain_scores_codex":[0.999828,0.00003051394,0.00001074016,0.00002285454,0.0000590267,0.00004894661],"domain_scores_gemma":[0.9994648,0.0002298849,0.00009116976,0.00007219912,0.00008251203,0.00005944355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00126371,0.0002600022,0.05110544,0.0002239994,0.00008927593,0.002142321,0.000225854,0.707997,0.2042452,0.0007956197,0.0004507651,0.03120085],"study_design_scores_gemma":[0.00004289835,0.001057018,0.04453981,0.00004257332,0.0000502306,0.000489336,0.0002897388,0.8686177,0.08391286,0.0002490425,0.0006581838,0.00005074081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945233,0.00007433377,0.004418592,0.00002446615,0.00001920125,0.000007684592,0.000022565,0.0001182149,0.0007916951],"genre_scores_gemma":[0.9990838,0.000016288,0.000718405,0.00000660666,0.000002302122,0.00000227147,0.0000175653,0.000007718387,0.0001451804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002452763,"threshold_uncertainty_score":0.004877031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750679164","doi":"10.1108/hff-10-2016-0422","title":"Counter-extrapolation method for conjugate heat and mass transfer with interfacial discontinuity","year":2017,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Extrapolation; Lattice Boltzmann methods; Discontinuity (linguistics); Heat transfer; Mechanics; Conjugate gradient method; Boundary value problem; Mass transfer; Mathematics; Mathematical analysis; Physics; Mathematical optimization","authors":[{"name":"Zimeng Wang","is_ca":true},{"name":"Fabrice Colin","is_ca":true},{"name":"Guigao Le","is_ca":false},{"name":"Junfeng Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03839970577120985,"gpt":0.3886321300684806,"spread":0.3502324242972708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006639134,0.0005350515,0.0005808818,0.0005387913,0.0005341219,0.0005753422,0.001386397,0.0008459598,0.002493829],"category_scores_gemma":[0.001360197,0.0002332971,0.0007630712,0.0004036774,0.0006778557,0.0008995128,0.001366754,0.00123978,0.0005674244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004252617,"about_ca_system_score_gemma":0.0009112413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891975,"about_ca_topic_score_gemma":0.001056373,"domain_scores_codex":[0.9996989,0.0001035068,0.00001648236,0.00003262434,0.0001248319,0.00002375127],"domain_scores_gemma":[0.9996324,0.0001583337,0.00004064889,0.00004739062,0.00009741708,0.00002388196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001660235,0.0001768369,0.002876526,0.0003007079,0.00005039141,0.0005072588,0.0003485945,0.7253818,0.03378711,0.1194962,0.001326708,0.1155818],"study_design_scores_gemma":[0.000007284628,0.00002005279,0.00005190634,0.000008800709,0.000003203218,0.00003309632,0.000007970578,0.9937959,0.001974061,0.002735498,0.001356907,0.00000531643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01090613,0.0001401836,0.9857218,0.0000612595,0.00005128841,0.00005909286,0.0000175814,0.0001534317,0.002889212],"genre_scores_gemma":[0.4151199,0.0003813158,0.5763574,0.0001679329,0.00006393604,0.0004772356,0.0000997646,0.0002416307,0.007090894],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002493829,"threshold_uncertainty_score":0.008342683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1486826669","doi":"10.1108/hff-09-2014-0272","title":"Unsteady RANS and scale adaptive simulations of a turbulent spray flame in a swirled-stabilized gas turbine model combustor using tabulated chemistry","year":2015,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Turbulence; Combustor; Reynolds-averaged Navier–Stokes equations; Combustion; Mechanics; Jet (fluid); Combustion chamber; Computational fluid dynamics; Thermodynamics; Materials science; Chemistry; Physics; Physical chemistry","authors":[{"name":"Alain Fossi","is_ca":true},{"name":"Alain deChamplain","is_ca":true},{"name":"Benjamin Akih‐Kumgeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04842747196767631,"gpt":0.3470709542396264,"spread":0.2986434822719501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519613,0.000510901,0.0004881137,0.0003050271,0.0004493872,0.0007198567,0.000745138,0.0009218547,0.001695591],"category_scores_gemma":[0.0006405174,0.0002627494,0.0005773011,0.0002853454,0.0006291296,0.0003352418,0.0004531073,0.0005123946,0.0001814925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167555,"about_ca_system_score_gemma":0.0007839294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188437,"about_ca_topic_score_gemma":0.01103271,"domain_scores_codex":[0.9998994,0.0000224926,0.000005967252,0.00001642725,0.0000351299,0.00002053407],"domain_scores_gemma":[0.9997063,0.0001160883,0.00005632616,0.00001986187,0.0000665949,0.00003468242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001156271,0.00009402845,0.002381359,0.00004423953,0.00001761313,0.000200056,0.00006110554,0.9871416,0.006788517,0.0009779847,0.0002028251,0.001974976],"study_design_scores_gemma":[0.00001032901,0.0000361016,0.0004992313,0.000002266517,0.000001882439,0.00000731944,0.00001501888,0.9986385,0.0006359322,0.00006663126,0.0000835024,0.000003374829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792719,0.0001223045,0.01296671,0.0001442417,0.00003804467,0.00005679104,0.0002725255,0.0001891337,0.006938232],"genre_scores_gemma":[0.9906979,0.00005110717,0.006880919,0.00002625115,0.000005932288,0.0000441378,0.0001773467,0.00002840921,0.002088021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188437,"threshold_uncertainty_score":0.03746808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322620274","doi":"10.1108/hff-09-2022-0562","title":"Numerical investigation of h-Darrieus wind turbine aerodynamics at different tip speed ratios","year":2023,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Aerodynamics; Tip-speed ratio; Wake; Turbine; Mechanics; Large eddy simulation; Turbulence; Stall (fluid mechanics); Computational fluid dynamics; Mechanical fan; Aerospace engineering; Simulation; Physics; Engineering; Mechanical engineering","authors":[{"name":"Kartik Venkatraman","is_ca":true},{"name":"Stéphane Moreau","is_ca":true},{"name":"Julien Christophe","is_ca":false},{"name":"Christophe Schram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04660861581280588,"gpt":0.3595695777145586,"spread":0.3129609619017527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687811,0.0002776887,0.0003202186,0.0002156832,0.0002535499,0.0004214708,0.0003170424,0.0004402433,0.001462586],"category_scores_gemma":[0.0004027572,0.0001136717,0.000339093,0.0001584529,0.0003231801,0.0002067006,0.0002045787,0.0002277675,0.0001943565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422049,"about_ca_system_score_gemma":0.0002964372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002856482,"about_ca_topic_score_gemma":0.001877362,"domain_scores_codex":[0.9999388,0.00001159006,0.000003379914,0.00001008198,0.00002268843,0.00001346645],"domain_scores_gemma":[0.9998148,0.00007945798,0.00003639847,0.00001870678,0.00003266801,0.000018085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001299422,0.00009000732,0.00817523,0.00006761183,0.00001718701,0.0002593003,0.00005995803,0.9641507,0.01984369,0.0008512206,0.0002382175,0.006116987],"study_design_scores_gemma":[0.00001459415,0.0001491235,0.003804116,0.000005412607,0.000004089057,0.00003602424,0.00003581525,0.992093,0.003487651,0.0001187895,0.0002444691,0.000006874409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867765,0.00006432937,0.009275517,0.00004181327,0.00001133437,0.00003180986,0.0001155571,0.0001039798,0.003579157],"genre_scores_gemma":[0.9959047,0.0000240973,0.003312137,0.000006164737,0.000001511485,0.0000172452,0.00006125971,0.000009134938,0.000663817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002856482,"threshold_uncertainty_score":0.005679727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2959907445","doi":"10.1108/hff-03-2019-0273","title":"Nanofluid flow and heat transfer due to natural convection in a semi-circle/ellipse annulus using modified lattice Boltzmann method","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":14,"is_retracted":true,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nanofluid; Lattice Boltzmann methods; Natural convection; Heat transfer; Annulus (botany); Nusselt number; Mechanics; Rayleigh number; Materials science; Thermodynamics; Combined forced and natural convection; Physics","authors":[{"name":"Qingang Xiong","is_ca":false},{"name":"Arash Khosravi","is_ca":false},{"name":"Narjes Nabipour","is_ca":false},{"name":"Mohammad Hossein Doranehgard","is_ca":true},{"name":"Aida Sabaghmoghadam","is_ca":false},{"name":"David Ross","is_ca":false}],"retraction":{"nature":"Retraction","openalex_flagged":true},"screen_n_in":null,"score":{"opus":0.03036605015994905,"gpt":0.3576429103714769,"spread":0.3272768602115279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002707083,0.0003592558,0.0005580755,0.0002816332,0.0004032368,0.0005400342,0.0008026062,0.0007167189,0.001571554],"category_scores_gemma":[0.0005658134,0.0002869487,0.0006690479,0.0002552212,0.0006877466,0.000604038,0.0005750391,0.0004811741,0.0002808138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007119112,"about_ca_system_score_gemma":0.001019254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00551252,"about_ca_topic_score_gemma":0.002046773,"domain_scores_codex":[0.9998074,0.00005488365,0.00001009661,0.00003071359,0.00006816974,0.00002868118],"domain_scores_gemma":[0.9998135,0.00006676077,0.00003461271,0.00001450827,0.00005115896,0.00001959823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007594339,0.00007522451,0.001415015,0.0001220059,0.00002538018,0.0001899884,0.0001265767,0.9527399,0.02635958,0.01352166,0.0002352752,0.005113394],"study_design_scores_gemma":[0.00001013667,0.00001609946,0.0001324386,0.000003469568,0.000002169596,0.00001827128,0.000008445289,0.9978663,0.001023365,0.0006206499,0.0002932179,0.000005480988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3080762,0.0009685469,0.6700361,0.0004155695,0.0001883684,0.0002277448,0.0002536329,0.0003680004,0.01946591],"genre_scores_gemma":[0.9096645,0.0003522533,0.08164773,0.00006784788,0.00003265454,0.0002782853,0.0001155982,0.00006398359,0.007777144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00551252,"threshold_uncertainty_score":0.01096082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519127937","doi":"10.1108/hff-10-2014-0331","title":"Cylindrical models of heat flow and thermo-elastic stresses in underground tunnels","year":2016,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Heat flow; Shotcrete; Geothermal energy; Ventilation (architecture); Geothermal gradient; Flow (mathematics); Environmental science; Rock mass classification; Mining engineering; Geotechnical engineering; Geology; Mechanics; Mechanical engineering; Engineering; Thermal; Meteorology","authors":[{"name":"Wei Victor Liu","is_ca":true},{"name":"Derek B. Apel","is_ca":true},{"name":"Vivek Bindiganavile","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04313583687258481,"gpt":0.3377145930428586,"spread":0.2945787561702738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002950334,0.0005802797,0.0003305263,0.0005066103,0.0003131901,0.0007495882,0.000582105,0.0008979688,0.002121159],"category_scores_gemma":[0.0008659154,0.0003767577,0.0005521686,0.0004353014,0.0007936269,0.0004724604,0.0004054097,0.000327514,0.000342044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005171598,"about_ca_system_score_gemma":0.0009233852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0054872,"about_ca_topic_score_gemma":0.003074158,"domain_scores_codex":[0.9998313,0.00005465508,0.000008692952,0.00002808355,0.00004796689,0.00002930415],"domain_scores_gemma":[0.9997084,0.0001083136,0.00006502266,0.00002311904,0.00007434288,0.00002070066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003406408,0.00003458415,0.0009216535,0.00002700808,0.000004143155,0.00009640436,0.00008030901,0.9816254,0.004863477,0.009668814,0.0002356284,0.00240846],"study_design_scores_gemma":[0.000006362367,0.00003164692,0.0004331804,0.000006281692,0.000001901475,0.0000367812,0.00003627348,0.997629,0.0005382489,0.0007433582,0.0005301067,0.000006977984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6128134,0.0005515477,0.3601404,0.0002747535,0.0001044425,0.0001621457,0.0006828746,0.0005050765,0.02476548],"genre_scores_gemma":[0.9840443,0.0002837943,0.008605608,0.00001186033,0.00001044018,0.0001058668,0.0001279245,0.00003233751,0.006777917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0054872,"threshold_uncertainty_score":0.01091051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897042794","doi":"10.1108/hff-09-2017-0348","title":"Fluid-structure interaction analysis of buoyancy-driven fluid and heat transfer through an enclosure with a flexible thin partition","year":2018,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Enclosure; Mechanics; Buoyancy; Heat transfer; Rayleigh number; Galerkin method; Finite element method; Natural convection; Laminar flow; Materials science; Fluid dynamics; Partition (number theory); Boundary value problem; Classical mechanics; Thermodynamics; Physics; Mathematics; Mathematical analysis; Computer science","authors":[{"name":"Hossein Zargartalebi","is_ca":true},{"name":"Mohammad Ghalambaz","is_ca":false},{"name":"Ali J. Chamkha","is_ca":false},{"name":"Ioan Pop","is_ca":false},{"name":"Amir Sanati‐Nezhad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02932130078845889,"gpt":0.3517700323237012,"spread":0.3224487315352423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001491478,0.0003969655,0.0004638179,0.0002855487,0.0004751162,0.0005865409,0.0005310868,0.0006866516,0.0006853712],"category_scores_gemma":[0.0004732959,0.0002063034,0.000497839,0.0001640574,0.0009231265,0.0003341572,0.0005947126,0.000312087,0.0001194414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794032,"about_ca_system_score_gemma":0.0005426224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778302,"about_ca_topic_score_gemma":0.0009749862,"domain_scores_codex":[0.9998825,0.0000266505,0.000004991746,0.00002289237,0.00003807494,0.00002490965],"domain_scores_gemma":[0.9998653,0.0000441267,0.00003778603,0.00001592134,0.00002026728,0.00001655531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007122535,0.00005239216,0.001694797,0.00006558583,0.00002818853,0.0004243891,0.00007926914,0.9172192,0.07133277,0.005558055,0.0001176317,0.003356498],"study_design_scores_gemma":[0.000007029038,0.00005755953,0.0006754337,0.00000464115,0.000006428873,0.00005163063,0.00002076515,0.9941679,0.004376103,0.0004181176,0.00020821,0.000006177259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.879202,0.0003281681,0.1121097,0.0001407055,0.00004814257,0.00005832562,0.00006389342,0.00008728167,0.007961823],"genre_scores_gemma":[0.9943281,0.00006704152,0.004033691,0.000007905303,0.000004561837,0.00002927188,0.00001996074,0.000008248202,0.00150139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002778302,"threshold_uncertainty_score":0.005524218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950772303","doi":"10.1108/hff-10-2018-0547","title":"A multiphase SPH framework for supercooled large droplets dynamics","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Smoothed-particle hydrodynamics; Supercooling; Mechanics; Materials science; Particle (ecology); Range (aeronautics); Parametric statistics; Dynamics (music); Physics; Meteorology; Geology; Mathematics; Composite material","authors":[{"name":"Xiangda Cui","is_ca":true},{"name":"Ahmed Bakkar","is_ca":true},{"name":"Wagdi G. Habashi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01863858795044401,"gpt":0.3724989811283315,"spread":0.3538603931778874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000286937,0.0005512023,0.0005536262,0.0003743289,0.0004741536,0.000615181,0.001248472,0.0007166045,0.002328952],"category_scores_gemma":[0.0005711537,0.0002965553,0.0007932225,0.000244529,0.0005792135,0.0004693506,0.001109302,0.0008799114,0.0005678172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005174569,"about_ca_system_score_gemma":0.001118519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00677292,"about_ca_topic_score_gemma":0.003286303,"domain_scores_codex":[0.9998357,0.00003179033,0.000009509698,0.00001596157,0.00008799636,0.00001899682],"domain_scores_gemma":[0.9997522,0.00007344216,0.0000317026,0.00003548533,0.00006808412,0.00003904455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006104818,0.00007942935,0.001378917,0.0001293828,0.0000521127,0.0002126877,0.0001116047,0.9129248,0.01786799,0.03908136,0.001208046,0.02689268],"study_design_scores_gemma":[0.000007309288,0.00001043289,0.00007177856,0.000005059776,0.000002183898,0.00001393769,0.000004737082,0.9955419,0.0009957985,0.001443276,0.001898371,0.000005205982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01914403,0.0002259376,0.9745969,0.000120945,0.00008365051,0.0001243975,0.0002347057,0.001122679,0.004346676],"genre_scores_gemma":[0.5285538,0.0004756936,0.4631629,0.00009472213,0.0001183211,0.0004662231,0.0004862261,0.0006303434,0.006011723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00677292,"threshold_uncertainty_score":0.01346695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963705889","doi":"10.1108/09615530610644244","title":"Vibrational effect on heat transfer and entropy generation in an elliptic porous cavity","year":2006,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Nusselt number; Mechanics; Heat transfer; Rayleigh number; Natural convection; Physics; Prandtl number; Darcy number; Grashof number; Bejan number; Laminar flow; Classical mechanics; Reynolds number; Turbulence","authors":[{"name":"Shohel Mahmud","is_ca":true},{"name":"Roydon Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02024700148075867,"gpt":0.3182435970526907,"spread":0.297996595571932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246223,0.0001070113,0.0001238329,0.0001300014,0.0001879653,0.000301234,0.0001824856,0.0001339286,0.0005220615],"category_scores_gemma":[0.000362009,0.00007484909,0.0001306273,0.00007848009,0.000610414,0.0001730606,0.000314776,0.0001060239,0.0000543914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479538,"about_ca_system_score_gemma":0.0001667578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003509968,"about_ca_topic_score_gemma":0.0001779797,"domain_scores_codex":[0.9999331,0.000008532395,0.000002885782,0.00002038539,0.00001985079,0.0000152273],"domain_scores_gemma":[0.9998324,0.00006485292,0.00005725652,0.00001822331,0.00001226864,0.00001505514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003353114,0.0001631658,0.00926954,0.0002347312,0.00002887258,0.0006215105,0.0002101149,0.2195763,0.737712,0.009942694,0.0002336484,0.0216721],"study_design_scores_gemma":[0.00003643205,0.0006866879,0.01319898,0.0000204718,0.00002921134,0.0002642907,0.0001277811,0.6802848,0.3023831,0.001568437,0.001357425,0.00004247477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897635,0.00009670217,0.008636188,0.00001967598,0.000005599273,0.000007005683,0.00002026679,0.00003265422,0.001418423],"genre_scores_gemma":[0.9990788,0.00002355222,0.0007509611,0.000001766625,8.263542e-7,0.000003762297,0.000004097394,0.000001542183,0.0001347537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005220615,"threshold_uncertainty_score":0.001746416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075206507","doi":"10.1108/09615530510593648","title":"Conjugate turbulent forced convection in a channel with an array of ribs","year":2005,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Turbulence; Nusselt number; Mechanics; Heat flux; Heat transfer; Reynolds number; Forced convection; Thermodynamics; Heat transfer coefficient; Convective heat transfer; Reynolds stress; Boundary layer; Physics; Materials science","authors":[{"name":"Kun-Jung Hsieh","is_ca":true},{"name":"Fue‐Sang Lien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01827159121066385,"gpt":0.3158606799633531,"spread":0.2975890887526892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724124,0.000298758,0.0003352021,0.000230707,0.0003350386,0.0006635083,0.0004572052,0.0003261965,0.0005373189],"category_scores_gemma":[0.0006083463,0.0002066602,0.0003842481,0.0001887073,0.0007566766,0.0004271128,0.0004470942,0.0002372418,0.00008641737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005730723,"about_ca_system_score_gemma":0.0007965098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003931137,"about_ca_topic_score_gemma":0.002022402,"domain_scores_codex":[0.9998782,0.00003104368,0.000009627473,0.00003089276,0.00002882707,0.00002141073],"domain_scores_gemma":[0.9996805,0.0001104612,0.00007209304,0.00005822887,0.00004637242,0.00003238864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002823017,0.000106399,0.005577415,0.00005202883,0.00001926523,0.0001314069,0.00006072771,0.954405,0.02917088,0.002409182,0.0001453174,0.00764006],"study_design_scores_gemma":[0.00001837077,0.0001210536,0.001239239,0.000003391663,0.000005512636,0.00001231028,0.000007526678,0.9911809,0.007065346,0.0002320197,0.000105383,0.000009033426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565797,0.00007144437,0.04120335,0.00003534656,0.00002981436,0.00003344748,0.00007165126,0.0001866658,0.001788594],"genre_scores_gemma":[0.9941402,0.00001985627,0.005335881,0.000004570607,0.000003075286,0.00001308969,0.00002283086,0.000007496969,0.0004529966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003931137,"threshold_uncertainty_score":0.007816494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029150999","doi":"10.1108/09615530210443052","title":"Laminar‐turbulent transition for low Reynolds number mixed convection in a uniformly heated vertical tube","year":2002,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Grashof number; Laminar flow; Turbulence; Reynolds number; Mechanics; Combined forced and natural convection; Thermodynamics; Nusselt number; Physics; Turbulence kinetic energy; Materials science; Natural convection; Convection","authors":[{"name":"A. Behzadmehr","is_ca":true},{"name":"Nicolas Galanis","is_ca":true},{"name":"A. Laneville","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02848640614091348,"gpt":0.3286352727521726,"spread":0.3001488666112591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349737,0.0001901258,0.000246792,0.0002422735,0.0003823967,0.000518159,0.0001819723,0.0002783134,0.0005022778],"category_scores_gemma":[0.0005625989,0.0001396756,0.000228498,0.0001199039,0.000607066,0.0002248799,0.0002348367,0.0003136658,0.00006505354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226578,"about_ca_system_score_gemma":0.0003973936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320291,"about_ca_topic_score_gemma":0.00164729,"domain_scores_codex":[0.9999543,0.000007182422,0.000002092971,0.000007408897,0.00001206154,0.00001687656],"domain_scores_gemma":[0.9998395,0.00007104027,0.00003514164,0.000007460049,0.00001908643,0.0000276915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001210597,0.0002056397,0.02108002,0.0001733648,0.00002638103,0.0008146586,0.0008591202,0.3222005,0.6322324,0.008605783,0.0002687862,0.01232288],"study_design_scores_gemma":[0.00009381479,0.0005101091,0.01714566,0.00002293842,0.00001825607,0.0001218713,0.0001179842,0.896974,0.08371553,0.0008064608,0.0004455305,0.00002781941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997349,0.0000320858,0.00214306,0.00001287023,0.000002398123,0.000004882151,0.0000131121,0.00002849169,0.0004141007],"genre_scores_gemma":[0.9991072,0.0000140144,0.0006337388,0.000002804078,0.000001176375,0.000004008539,0.0000139071,0.000004493394,0.0002185847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003320291,"threshold_uncertainty_score":0.00660193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949681205","doi":"10.1108/hff-02-2019-0137","title":"Natural convection in differentially heated enclosures subjected to variable temperature boundaries","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Nusselt number; Enclosure; Natural convection; Mechanics; Materials science; Heat transfer; Work (physics); Constant (computer programming); Thermodynamics; Convection; Thermal; Film temperature; Convective heat transfer; Physics; Computer science; Electrical engineering; Engineering","authors":[{"name":"A. A. Mohamad","is_ca":true},{"name":"Mikhail А. Sheremet","is_ca":false},{"name":"Jan Taler","is_ca":false},{"name":"Paweł Ocłoń","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009600927234768849,"gpt":0.3029920865848668,"spread":0.293391159350098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003358962,0.0003070588,0.0004385321,0.0002262952,0.0002823437,0.0009453555,0.0004049804,0.00055316,0.000530616],"category_scores_gemma":[0.001113591,0.0001667801,0.000400217,0.0001456992,0.001088954,0.0003814593,0.0006693524,0.000355434,0.00009773376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655761,"about_ca_system_score_gemma":0.0002997041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097292,"about_ca_topic_score_gemma":0.0004629715,"domain_scores_codex":[0.9996719,0.00006509679,0.00001759397,0.00008600803,0.000100799,0.00005846502],"domain_scores_gemma":[0.9995523,0.0002259503,0.00008421271,0.00005631077,0.0000514126,0.00002984064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004719287,0.00008594411,0.00621037,0.0003540598,0.00005017629,0.0008690865,0.0002797101,0.815589,0.158237,0.005302344,0.0002983761,0.01225206],"study_design_scores_gemma":[0.000048094,0.000393476,0.005409792,0.00005301983,0.00003490651,0.0001912702,0.0001563108,0.9300614,0.06061299,0.001713012,0.001293891,0.00003191882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619473,0.0006397853,0.03293977,0.00006807559,0.0000598476,0.00004191105,0.00007161029,0.00008334784,0.004148462],"genre_scores_gemma":[0.997551,0.00009273816,0.001635975,0.000005964705,0.000005107107,0.00001382457,0.00002118758,0.000004966835,0.0006693025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001097292,"threshold_uncertainty_score":0.002652407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966606156","doi":"10.1108/09615530810879710","title":"Numerical study of thermosolutal convection with Soret effect in a square cavity","year":2008,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Enclosure; Rayleigh number; Thermophoresis; Convection; Square (algebra); Mechanics; Adiabatic process; Work (physics); Natural convection; Thermodynamics; Double diffusive convection; Combined forced and natural convection; Physics; Materials science; Mathematics; Heat transfer; Nanofluid; Geometry","authors":[{"name":"L. Kaffel Rebaï","is_ca":false},{"name":"Abdelkader Mojtabi","is_ca":false},{"name":"M. J. Safi","is_ca":false},{"name":"A. A. Mohamad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02466380319482756,"gpt":0.3537067692549325,"spread":0.3290429660601049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002207766,0.0002144021,0.0003943231,0.0002252372,0.0002864766,0.0003599375,0.0003408915,0.0005611315,0.0009683264],"category_scores_gemma":[0.000630576,0.0001408764,0.0002765937,0.0001786213,0.0006159082,0.0002568284,0.0004352599,0.0002225226,0.00007408825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458896,"about_ca_system_score_gemma":0.0003870066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453285,"about_ca_topic_score_gemma":0.00127303,"domain_scores_codex":[0.9999146,0.00002123251,0.000004552218,0.00001761417,0.00002132033,0.00002060221],"domain_scores_gemma":[0.9997157,0.0001439744,0.00005534744,0.00002169944,0.00003387221,0.00002945385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002423067,0.00009321546,0.005311994,0.0001572593,0.00003476391,0.0005675272,0.0001513489,0.9447938,0.03792989,0.004032688,0.0001962928,0.006488934],"study_design_scores_gemma":[0.00002565138,0.00008059222,0.0007915593,0.000004972428,0.000005048864,0.00004648475,0.00002955157,0.9961308,0.002461073,0.0001828407,0.000235205,0.000006175376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742439,0.000203692,0.02093349,0.00009002972,0.00003024307,0.00003047396,0.00005185679,0.0000737853,0.004342536],"genre_scores_gemma":[0.9943,0.00004666789,0.004875177,0.000006179282,0.000003287487,0.00001429616,0.00001090456,0.000004924918,0.0007385483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002453285,"threshold_uncertainty_score":0.004877985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981155752","doi":"10.1108/09615531211188801","title":"Effect of turbine inlet temperature on rotor blade tip leakage flow and heat transfer","year":2011,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Casing; Turbine; Inlet; Heat transfer; Mechanics; Materials science; Stator; Turbine blade; Leakage (economics); Rotor (electric); Aerodynamics; Heat flux; Mechanical engineering; Thermodynamics; Engineering; Physics","authors":[{"name":"Sung In Kim","is_ca":true},{"name":"M. Hamidur Rahman","is_ca":true},{"name":"Ibrahim Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01560642124334676,"gpt":0.3059773540333944,"spread":0.2903709327900477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813197,0.0003304103,0.0004060732,0.0001770265,0.0002869383,0.0006451667,0.0002638683,0.0004138771,0.001742043],"category_scores_gemma":[0.0009917879,0.000283764,0.0004557013,0.0001801245,0.0005159574,0.0003922922,0.0002528951,0.000358581,0.0003035768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394241,"about_ca_system_score_gemma":0.0002823655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546823,"about_ca_topic_score_gemma":0.001242913,"domain_scores_codex":[0.9998061,0.00003067149,0.00001161035,0.00003536109,0.00006783871,0.00004848662],"domain_scores_gemma":[0.9994739,0.000285772,0.00009104252,0.00004160851,0.00008434476,0.00002340249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001678805,0.0003434816,0.0267605,0.0008371678,0.0001030055,0.001531856,0.0003586351,0.4415939,0.5000029,0.002129692,0.001119326,0.02354078],"study_design_scores_gemma":[0.00008875743,0.001675388,0.03564731,0.00009002387,0.0001515228,0.0003372626,0.0003374377,0.4878432,0.4709887,0.000424893,0.002335321,0.00008015177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851516,0.0003722731,0.009685609,0.00006146861,0.00006037308,0.00002617683,0.0001291549,0.0001091112,0.004404362],"genre_scores_gemma":[0.9985462,0.00008368002,0.0009132948,0.000007657384,0.000002970899,0.000006193161,0.00003565716,0.00001772085,0.0003866459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001742043,"threshold_uncertainty_score":0.005827665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972700428","doi":"10.1108/hff-09-2018-0534","title":"Eulerian–Lagrangian CFD model for prediction of heat transfer between aircraft deicing liquid sprays and a surface","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Splash; Mechanics; Heat transfer; Materials science; Nozzle; Computational fluid dynamics; Spray nozzle; Evaporation; Turbulence; Spray characteristics; Meteorology; Thermodynamics; Physics","authors":[{"name":"Sami Ernez","is_ca":true},{"name":"François Morency","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03378502154430113,"gpt":0.3232375248486041,"spread":0.289452503304303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001824875,0.0005379008,0.000474519,0.0003149516,0.0004403415,0.000762331,0.0008385949,0.001067645,0.001761679],"category_scores_gemma":[0.000467669,0.0003544863,0.0006104803,0.0002415695,0.0005759979,0.0005211867,0.0005282633,0.0006476976,0.0003572067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007619116,"about_ca_system_score_gemma":0.00135034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399445,"about_ca_topic_score_gemma":0.004861321,"domain_scores_codex":[0.9998925,0.00002581731,0.000005742662,0.00001803886,0.00003771426,0.00002031116],"domain_scores_gemma":[0.9998671,0.00004807104,0.00002287604,0.000009391102,0.00003483532,0.00001770254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002042646,0.00002090463,0.0006684592,0.00002136509,0.000008693829,0.00007515545,0.00002890868,0.9920474,0.002121315,0.002617294,0.0001741881,0.002195799],"study_design_scores_gemma":[0.000003993732,0.000007831751,0.00009673085,0.000001905676,0.00000163854,0.000006779819,0.000004070723,0.9991896,0.0001749022,0.0001990382,0.0003115018,0.000002022898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2048496,0.000752171,0.7632442,0.0004880079,0.0001724555,0.0001721975,0.0004774718,0.000610935,0.029233],"genre_scores_gemma":[0.9440642,0.0004577116,0.03871822,0.00008630662,0.00005413801,0.0002576136,0.0003283676,0.0001128131,0.01592064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01399445,"threshold_uncertainty_score":0.02782601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1587672575","doi":"10.1108/09615531211231271","title":"Rotational effects on film cooling performance","year":2012,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Airfoil; Rotational speed; Mechanics; Leading edge; Materials science; Louver; Turbine blade; Lift (data mining); Turbine; Computational fluid dynamics; Jet (fluid); Rotor (electric); Overall pressure ratio; Mechanical engineering; Physics; Computer science; Engineering; Gas compressor","authors":[{"name":"C.X‐Z. Zhang","is_ca":true},{"name":"Ibrahim Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01847425180091145,"gpt":0.3333766397171937,"spread":0.3149023879162823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480685,0.0004243451,0.0003671612,0.0002233767,0.0004337436,0.0006061664,0.0003121482,0.0004381296,0.002700266],"category_scores_gemma":[0.001824188,0.0002136542,0.0004116305,0.0001707899,0.0006424314,0.0004914119,0.000312039,0.000315513,0.0003056329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004910867,"about_ca_system_score_gemma":0.00038703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003985479,"about_ca_topic_score_gemma":0.002185321,"domain_scores_codex":[0.9998372,0.00002632274,0.000007897509,0.00003207597,0.00004338902,0.00005313017],"domain_scores_gemma":[0.9995568,0.0002149994,0.00009209796,0.00004596275,0.00007236398,0.00001774729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001543086,0.0001553245,0.01505708,0.0006787104,0.00004681833,0.0007491115,0.0003762452,0.6280875,0.3219681,0.003354641,0.0007574948,0.02722589],"study_design_scores_gemma":[0.0001618393,0.00158972,0.01763748,0.00007939447,0.0001098788,0.0002731134,0.0002016153,0.8331302,0.1429372,0.0005419683,0.003273983,0.00006357455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767605,0.000665893,0.01521732,0.0001259949,0.00006216926,0.00004855749,0.0001488615,0.0001988269,0.006771844],"genre_scores_gemma":[0.9975324,0.0001303192,0.001733417,0.000009184629,0.000003431452,0.000009091815,0.00003863599,0.00002229845,0.0005212331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003985479,"threshold_uncertainty_score":0.009033322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951832891","doi":"10.1108/hff-09-2018-0490","title":"Liquid drop breakup in homogeneous isotropic turbulence","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Breakup; Drop (telecommunication); Turbulence; Vortex; Lattice Boltzmann methods; Mechanics; Homogeneous isotropic turbulence; Physics; Turbulence kinetic energy; Statistical physics; Direct numerical simulation; Materials science; Classical mechanics; Computer science; Reynolds number","authors":[{"name":"Cheng Zhong","is_ca":true},{"name":"Alexandra Komrakova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02178651399382632,"gpt":0.3487381084407606,"spread":0.3269515944469343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159677,0.0002988928,0.0004224459,0.0002856086,0.0002860187,0.0007782273,0.00036889,0.0003256034,0.0008783693],"category_scores_gemma":[0.0004343025,0.0001852529,0.0004428352,0.0001530022,0.0005173624,0.0003702838,0.0004876697,0.0003946479,0.0001640202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005974711,"about_ca_system_score_gemma":0.0003796588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512304,"about_ca_topic_score_gemma":0.001326576,"domain_scores_codex":[0.9998721,0.00001817337,0.000006750966,0.00002537986,0.00004713835,0.00003047541],"domain_scores_gemma":[0.9998912,0.00003174129,0.0000293248,0.00001365897,0.00001880665,0.00001521168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002330752,0.0002015334,0.004714784,0.0001572665,0.00004517614,0.0005020117,0.0001009027,0.8124228,0.1572611,0.01443958,0.0002954664,0.009626297],"study_design_scores_gemma":[0.0000208304,0.0000399039,0.000692224,0.000003016818,0.000003799436,0.00002121962,0.00001049765,0.9903023,0.008082664,0.0005991256,0.000218595,0.000005817703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8565798,0.0003876121,0.1343494,0.00009117521,0.00004408066,0.00008225697,0.0002128791,0.0003084317,0.007944355],"genre_scores_gemma":[0.9892542,0.00009837165,0.008753375,0.00001978455,0.000006579751,0.00003554979,0.00009722374,0.00002519822,0.001709594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004512304,"threshold_uncertainty_score":0.008972108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951415631","doi":"10.1108/hff-09-2018-0498","title":"A finite element solver for hypersonic flows in thermo-chemical non-equilibrium, Part I","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ansys (Canada); McGill University","funders":"","keywords":"Solver; Hypersonic speed; Finite element method; Discretization; Computer science; Hypersonic flight; Computational fluid dynamics; Applied mathematics; Robustness (evolution); Mechanics; Mathematical optimization; Mathematics; Physics; Thermodynamics; Mathematical analysis","authors":[{"name":"Jory T. Seguin","is_ca":true},{"name":"Song Gao","is_ca":true},{"name":"Wagdi G. Habashi","is_ca":true},{"name":"Dario Isola","is_ca":true},{"name":"Guido S. Baruzzi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04053862402679914,"gpt":0.3826072592207998,"spread":0.3420686351940007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004058019,0.0004266119,0.0003996586,0.0003334876,0.0003919669,0.0007069184,0.0007865899,0.0008328767,0.005189083],"category_scores_gemma":[0.0007750079,0.0002765877,0.0006504132,0.0002804579,0.000553827,0.0006345193,0.0006923942,0.0008479285,0.001691587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140946,"about_ca_system_score_gemma":0.0008658824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028553,"about_ca_topic_score_gemma":0.001097832,"domain_scores_codex":[0.999711,0.00006117045,0.00002158334,0.00003535402,0.0001545734,0.00001638594],"domain_scores_gemma":[0.9997632,0.00008590988,0.000024742,0.00003780333,0.00007587228,0.00001238032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008307674,0.0001050306,0.001444484,0.0006882116,0.00005349507,0.0002883319,0.0003370668,0.5418837,0.08590398,0.1113675,0.01065406,0.247191],"study_design_scores_gemma":[0.00001487666,0.00003963351,0.0002463141,0.00006022158,0.000009080019,0.0001368833,0.00002857579,0.9256324,0.01216159,0.007952229,0.0537001,0.00001808013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005095907,0.0003768836,0.9844316,0.000149933,0.000142589,0.00008969831,0.0001675935,0.0007366068,0.008809322],"genre_scores_gemma":[0.09872361,0.0007534254,0.8797854,0.0002087539,0.00007556658,0.0005395087,0.0006065452,0.0004853308,0.01882182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005189083,"threshold_uncertainty_score":0.01735926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029410341","doi":"10.1108/09615530910984136","title":"Three‐dimensional numerical simulation of an equilateral triangular turbulent free jet","year":2009,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Equilateral triangle; Jet (fluid); Turbulence; Mechanics; Computer simulation; Physics; Classical mechanics; Geometry; Mathematics","authors":[{"name":"Keivan Khademi Shamami","is_ca":true},{"name":"Madjid Birouk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02554694960711118,"gpt":0.3423275900546475,"spread":0.3167806404475363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002422677,0.0003453121,0.0004830944,0.0002729508,0.0005607792,0.001096639,0.000956109,0.00103977,0.002760441],"category_scores_gemma":[0.0009524563,0.0002144695,0.0005722926,0.0003611536,0.001051865,0.0005499248,0.0006891291,0.0005945709,0.0002232577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485679,"about_ca_system_score_gemma":0.0008554412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008882099,"about_ca_topic_score_gemma":0.002901466,"domain_scores_codex":[0.9998287,0.00003500335,0.0000091981,0.00002045793,0.00006371542,0.00004284167],"domain_scores_gemma":[0.999561,0.0002207764,0.0000542647,0.00003451511,0.00006185685,0.00006765818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001282453,0.00009496616,0.00130956,0.00004073785,0.00002077117,0.0002646506,0.0000885117,0.9857908,0.006749196,0.003190619,0.0001669067,0.002154877],"study_design_scores_gemma":[0.00003463318,0.00005082947,0.000436344,0.000004370307,0.000005972556,0.00003567464,0.00003350622,0.9973277,0.001321012,0.0003885655,0.0003497693,0.00001152251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8664448,0.0002389123,0.1105566,0.00033205,0.0001763082,0.0001029174,0.000331927,0.0004782998,0.02133811],"genre_scores_gemma":[0.9812422,0.00008165966,0.01560753,0.0000539192,0.00001210355,0.00005922646,0.0001483585,0.00004118758,0.002753942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008882099,"threshold_uncertainty_score":0.0176608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212939318","doi":"10.1108/hff-12-2018-0725","title":"A finite element solver for hypersonic flows in thermo-chemical non-equilibrium, Part II","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ansys (Canada); McGill University","funders":"","keywords":"Solver; Hypersonic speed; Polygon mesh; Finite element method; Computer science; Mechanics; Applied mathematics; Mathematical optimization; Physics; Mathematics; Thermodynamics","authors":[{"name":"Song Gao","is_ca":true},{"name":"Jory T. Seguin","is_ca":true},{"name":"Wagdi G. Habashi","is_ca":true},{"name":"Dario Isola","is_ca":true},{"name":"Guido S. Baruzzi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01605486630800087,"gpt":0.3145431109185346,"spread":0.2984882446105337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005518897,0.0004776531,0.0004312723,0.0004089076,0.0004057683,0.0009691645,0.0008465265,0.0009376786,0.008569469],"category_scores_gemma":[0.001236328,0.0003692512,0.0007456746,0.0003694131,0.0005376721,0.0006937459,0.001016702,0.001054515,0.003326694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003697861,"about_ca_system_score_gemma":0.001151093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102005,"about_ca_topic_score_gemma":0.0009952608,"domain_scores_codex":[0.999603,0.00007705981,0.00003548253,0.00005349202,0.0002049323,0.00002600472],"domain_scores_gemma":[0.9996953,0.0001103474,0.00002688968,0.0000548767,0.00009665408,0.00001592568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007881821,0.0001118111,0.001442297,0.0007892731,0.00005936905,0.0002852397,0.0003532259,0.399474,0.06716559,0.1563664,0.02705629,0.3468178],"study_design_scores_gemma":[0.00002445104,0.00005529252,0.0003982121,0.00009843862,0.00001267883,0.0002109417,0.00004371305,0.8046106,0.01564038,0.02145961,0.1574195,0.00002624037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003796225,0.0006175889,0.9820435,0.0002811543,0.0002705846,0.0001480141,0.0003561076,0.001212949,0.01127387],"genre_scores_gemma":[0.06683207,0.001235507,0.8958438,0.0004083558,0.0001414366,0.0007812499,0.001373377,0.001001646,0.03238255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008569469,"threshold_uncertainty_score":0.02866775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992822837","doi":"10.1108/09615530810846301","title":"A numerical model for calculating the vaporization rate of a fuel droplet exposed to a convective turbulent airflow","year":2008,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Turbulence; Mechanics; Vaporization; Airflow; SIMPLE algorithm; K-epsilon turbulence model; Finite volume method; Thermodynamics; Reynolds stress; Turbulence kinetic energy; K-omega turbulence model; Materials science; Meteorology; Physics","authors":[{"name":"M.M. Abou Al-Sood","is_ca":true},{"name":"Madjid Birouk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04498353240280922,"gpt":0.3437755181165551,"spread":0.2987919857137459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001720758,0.000383186,0.0003395074,0.0002493856,0.0003185588,0.000464485,0.0007391805,0.0006005189,0.0008298027],"category_scores_gemma":[0.0005204379,0.0002457326,0.00062542,0.0002143955,0.00031116,0.0004353975,0.0002984543,0.0003977411,0.0002697115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004261229,"about_ca_system_score_gemma":0.0009114579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004642181,"about_ca_topic_score_gemma":0.002823911,"domain_scores_codex":[0.9999045,0.00001303268,0.000007510554,0.00001849757,0.00004750743,0.000008895245],"domain_scores_gemma":[0.9998623,0.00005080531,0.00003046727,0.00001854114,0.00003093207,0.000006811561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002472492,0.00002844548,0.001788901,0.00007123931,0.00002041895,0.00008343648,0.00004496436,0.951255,0.03223436,0.00455717,0.0001949497,0.009696385],"study_design_scores_gemma":[0.000003282488,0.00001577898,0.0002044266,0.000002798946,0.000004852656,0.00001909439,0.00000294679,0.9967006,0.002057985,0.0002734161,0.000711762,0.00000300251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1206368,0.0003752195,0.8712298,0.0001053161,0.00008783659,0.0001109057,0.0002991365,0.0005668678,0.006588175],"genre_scores_gemma":[0.8499508,0.0004982063,0.1437508,0.0000503997,0.00003840414,0.0003496135,0.0003269112,0.0001014028,0.004933401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004642181,"threshold_uncertainty_score":0.009230316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943536625","doi":"10.1108/hff-07-2018-0382","title":"Numerical study and POD snapshot analysis of flow characteristics for pulsating turbulent opposing jets","year":2019,"lang":"en","type":"article","venue":"International Journal of Numerical Methods for Heat &amp Fluid Flow","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Point of delivery; Turbulence; Mechanics; Physics; Turbulence kinetic energy; Energy flow; Flow (mathematics); Large eddy simulation; Inlet; Computational physics; Acoustics; Energy (signal processing); Engineering","authors":[{"name":"Morteza H. Bagheri","is_ca":false},{"name":"Kazem Esmailpour","is_ca":false},{"name":"Seyyed Mostafa Hoseinalipour","is_ca":false},{"name":"Arun S. Mujumdar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02562122877792088,"gpt":0.3461606697884497,"spread":0.3205394410105288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000184988,0.0002672878,0.0002507898,0.0003400693,0.0001991962,0.0005984557,0.0002458066,0.0002828074,0.0009324343],"category_scores_gemma":[0.0007781138,0.0001225454,0.0003077727,0.0002868508,0.0002678378,0.0004026552,0.0002885333,0.0002534394,0.00007578976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711541,"about_ca_system_score_gemma":0.0002946395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446703,"about_ca_topic_score_gemma":0.0007613363,"domain_scores_codex":[0.9999083,0.0000184212,0.000007312425,0.0000160902,0.00003796968,0.0000118465],"domain_scores_gemma":[0.9997547,0.00009151561,0.00004458592,0.0000264541,0.00006472543,0.00001802536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002686036,0.0001685182,0.02606457,0.0002503568,0.00005970299,0.0007550761,0.0002236076,0.8309075,0.07822439,0.006825676,0.000735377,0.05551666],"study_design_scores_gemma":[0.000005404718,0.00002974109,0.001720605,0.000003324936,0.000004519606,0.00003894579,0.0000204224,0.9950868,0.002681628,0.0002229699,0.0001798024,0.00000581914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819209,0.0003205911,0.2123,0.0001287825,0.00006367484,0.00004171628,0.0001260758,0.0002786474,0.004819588],"genre_scores_gemma":[0.9813467,0.0001218507,0.01766098,0.00001105603,0.000009055158,0.00001778901,0.00008286621,0.00001682194,0.0007329049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001446703,"threshold_uncertainty_score":0.00311929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}