{"meta":{"query_hash":"4acb5e20a4d1","filters":{"venue":"Numerical Heat Transfer Part A Applications"},"cohort_total":36,"direct_labels_cover":0,"predictions_cover":36,"exported":36,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4acb5e20a4d1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Numerical+Heat+Transfer+Part+A+Applications"},"results":[{"id":"W1967848746","doi":"10.1080/10407780500343798","title":"Natural Convection in an Enclosure with Distributed Heat Sources","year":2006,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Enclosure; Natural convection; Convection; Heat transfer; Mechanics; Rayleigh number; Thermal conduction; Convective heat transfer; Heat flux; Rayleigh scattering; Instability; Thermodynamics; Materials science; Physics; Optics; Engineering; Electrical engineering","score_opus":0.006041604138153623,"score_gpt":0.20363302115367504,"score_spread":0.1975914170155214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967848746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746323,0.000075250195,0.022903863,0.0000514502,0.0000110637775,0.000014280038,0.000044345565,0.000047185087,0.0022202155],"genre_scores_gemma":[0.9962296,0.00002112237,0.0029738243,0.0000047248695,0.0000039069214,0.0000108004915,0.000019345895,0.000006621459,0.00073002186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988747,0.00003098877,0.000005379164,0.000027616396,0.000029797944,0.000018701343],"domain_scores_gemma":[0.99965763,0.00021068746,0.000046574118,0.00002472375,0.000034309585,0.00002609409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022497018,0.00030521912,0.00039819107,0.00023952514,0.00031162341,0.0005351135,0.0003569116,0.00052672403,0.00065831555],"category_scores_gemma":[0.0006856256,0.00020856765,0.00032672533,0.00016274308,0.00073373714,0.00031047105,0.00053455785,0.00031797227,0.000072178176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005479425,0.00003388271,0.0013006475,0.000021607684,0.000015042905,0.00009715306,0.000033476914,0.9868283,0.009231059,0.0006574774,0.00005311631,0.0016734236],"study_design_scores_gemma":[0.000014744191,0.000039715276,0.0007128721,0.0000015812362,0.0000037630666,0.000014411242,0.000010785742,0.9973847,0.0015376881,0.00019520169,0.00008151804,0.0000028936313],"about_ca_topic_score_codex":0.0035951703,"about_ca_topic_score_gemma":0.001969596,"teacher_disagreement_score":0.0035951703,"about_ca_system_score_codex":0.0004046641,"about_ca_system_score_gemma":0.0003728255,"threshold_uncertainty_score":0.0071485043},"labels":[],"label_agreement":null},{"id":"W1969776499","doi":"10.1080/10407780600829456","title":"On the Application of Intrinsic Thermocouples in Temperature Measurements in Water Jet Cooling","year":2007,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thermocouple; Isothermal process; Heat flux; Materials science; Mechanics; Temperature measurement; Water cooling; Water jet; Jet (fluid); Thermodynamics; Heat transfer; Composite material; Physics","score_opus":0.020893653639620802,"score_gpt":0.241453283199294,"score_spread":0.22055962955967318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969776499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52466923,0.001909873,0.4701195,0.00016077138,0.000096533724,0.000079049925,0.00012153658,0.0006455559,0.0021978843],"genre_scores_gemma":[0.9331162,0.000573776,0.06544478,0.000019257663,0.000021919277,0.000028264794,0.000051334577,0.00006757242,0.0006768601],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99699736,0.0011101966,0.00007608459,0.00037873985,0.001337533,0.00010012115],"domain_scores_gemma":[0.99063724,0.0056748865,0.00051839155,0.001469621,0.0016255163,0.0000743144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024135008,0.00050991366,0.0004849776,0.00041269485,0.00024874514,0.00070635474,0.0012525384,0.0006080151,0.0004619232],"category_scores_gemma":[0.009731426,0.0005019612,0.0002503989,0.0005065379,0.0010995095,0.00078906363,0.00048299704,0.00075835746,0.00026446645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079374906,0.00007813391,0.009479701,0.00052744447,0.00004581811,0.000198818,0.0006375617,0.022756165,0.85165185,0.0029885552,0.00026791854,0.11057435],"study_design_scores_gemma":[0.000019056972,0.0005946664,0.0052449703,0.00005397496,0.000055994577,0.000452487,0.000093369024,0.17315392,0.8178536,0.0006590915,0.0017651708,0.00005365144],"about_ca_topic_score_codex":0.00054749724,"about_ca_topic_score_gemma":0.00076701207,"teacher_disagreement_score":0.0024135008,"about_ca_system_score_codex":0.00036663673,"about_ca_system_score_gemma":0.00031894413,"threshold_uncertainty_score":0.012763917},"labels":[],"label_agreement":null},{"id":"W1973181998","doi":"10.1080/10407780490453963","title":"FINITE-ELEMENT SIMULATION AND VALIDATION OF STEPWISE DRYING OF BANANAS","year":2004,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Convection; Cartesian coordinate system; Finite element method; Moisture; Mathematics; Water content; Mechanics; Thermodynamics; Basis (linear algebra); Materials science; Engineering; Physics; Geometry; Composite material; Geotechnical engineering","score_opus":0.04258109502499196,"score_gpt":0.2720717171807683,"score_spread":0.2294906221557763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973181998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83512753,0.000110924826,0.15842497,0.00012330699,0.000034773737,0.000103793216,0.00039203983,0.00039484815,0.005287846],"genre_scores_gemma":[0.9331343,0.00008026386,0.06456436,0.000022488424,0.0000024427497,0.00013326562,0.00026221108,0.0000353212,0.0017653338],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998758,0.000027220458,0.00000821882,0.00001774671,0.00005322315,0.000017703149],"domain_scores_gemma":[0.99956256,0.00025857709,0.000028125738,0.000056831697,0.00007323744,0.000020609143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043158047,0.00027557928,0.0003692517,0.00029332083,0.00028232086,0.0003281125,0.00072107784,0.00080064835,0.0013440492],"category_scores_gemma":[0.00078060135,0.00022471182,0.00039171474,0.00025181263,0.00035239678,0.00023269371,0.00032878199,0.00037599896,0.00020072512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008189438,0.000100158875,0.0014349759,0.00007897487,0.000014007631,0.00009239492,0.00012366354,0.9389382,0.05061279,0.0013459116,0.00016053971,0.007016511],"study_design_scores_gemma":[0.000006639565,0.000040514708,0.00035969773,0.000004159124,0.0000029072523,0.000015141867,0.000021401815,0.98931,0.009788738,0.00012599542,0.0003197453,0.000005088586],"about_ca_topic_score_codex":0.002692536,"about_ca_topic_score_gemma":0.0026969202,"teacher_disagreement_score":0.002692536,"about_ca_system_score_codex":0.0002950097,"about_ca_system_score_gemma":0.00050237786,"threshold_uncertainty_score":0.005353689},"labels":[],"label_agreement":null},{"id":"W1985518989","doi":"10.1080/10407780307315","title":"TRANSIENT LINEAR AND NONLINEAR HEAT CONDUCTION IN WEAKLY MODULATED DOMAINS","year":2003,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Thermal conduction; Nonlinear system; Perturbation (astronomy); Mathematics; Boundary value problem; Mathematical analysis; Ordinary differential equation; Heat flux; Transient (computer programming); Periodic boundary conditions; Mechanics; Heat transfer; Differential equation; Physics; Thermodynamics; Computer science","score_opus":0.06533339976454201,"score_gpt":0.3408658194048955,"score_spread":0.2755324196403535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985518989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520742,0.00015584251,0.042779785,0.00007627765,0.000025361476,0.00001955336,0.000015552678,0.00006126842,0.0047922255],"genre_scores_gemma":[0.99712795,0.000038380793,0.0018938335,0.000009365196,0.0000076266188,0.000010373092,0.000009212295,0.000004657855,0.00089860114],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999926,0.000019587203,0.0000026310688,0.00000996042,0.000024851104,0.000017109258],"domain_scores_gemma":[0.9997862,0.00011231788,0.0000311013,0.000027446278,0.000025619685,0.000017360591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015683468,0.00019226562,0.00025938664,0.00012774809,0.00020968888,0.00047364007,0.00027294483,0.00025744396,0.00079081906],"category_scores_gemma":[0.000717095,0.000107260035,0.00014609461,0.00013336838,0.00078364037,0.00040401632,0.0005186635,0.00024831935,0.00010526602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010042111,0.00020936473,0.0048073456,0.0002835259,0.000038478316,0.0012690478,0.0005550506,0.4302269,0.49714082,0.035219155,0.00077523314,0.028470863],"study_design_scores_gemma":[0.00003603797,0.00011496977,0.001481112,0.000009140042,0.000007306045,0.00009545948,0.00006625585,0.9403369,0.053341508,0.0038598704,0.00064115576,0.00001029956],"about_ca_topic_score_codex":0.00047184178,"about_ca_topic_score_gemma":0.00025812944,"teacher_disagreement_score":0.00079081906,"about_ca_system_score_codex":0.0002632614,"about_ca_system_score_gemma":0.00021395159,"threshold_uncertainty_score":0.0026454926},"labels":[],"label_agreement":null},{"id":"W1995704641","doi":"10.1080/10407780590891236","title":"Nonlinear Analysis of Rubber-Based Polymeric Materials with Thermal Relaxation Models","year":2005,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Thermoelastic and Magnetoelastic Phenomena","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Nonlinear system; Relaxation (psychology); Natural rubber; Materials science; Thermal; Attenuation; Boundary value problem; Displacement (psychology); Mechanics; Composite material; Physics; Thermodynamics; Optics; Mathematics; Mathematical analysis","score_opus":0.01025210457333991,"score_gpt":0.20638607018121036,"score_spread":0.19613396560787044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995704641","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59237885,0.0019775273,0.38172024,0.00044417137,0.000072988594,0.00008860414,0.00012267,0.00025373034,0.0229411],"genre_scores_gemma":[0.9769795,0.0006076378,0.012840449,0.000039348746,0.000027111268,0.00006733739,0.000060155056,0.000043555756,0.009334959],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998847,0.000037342223,0.000004929443,0.000017265413,0.00004119174,0.00001456433],"domain_scores_gemma":[0.9997662,0.00009553362,0.00006728428,0.000023607769,0.00003510446,0.000012231359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003100853,0.00045669713,0.00030659072,0.00036753507,0.00017930422,0.0003091225,0.00040465174,0.0006145234,0.0012252254],"category_scores_gemma":[0.0006919176,0.00025748153,0.00046462208,0.00021315117,0.00058333547,0.0005192682,0.00041661997,0.00039794252,0.00030404664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075588025,0.0000634158,0.0005184519,0.00015367602,0.000026760928,0.00020047415,0.00013180233,0.9026744,0.060772125,0.03025956,0.0002053238,0.004918494],"study_design_scores_gemma":[0.000002835061,0.000011395883,0.00010506779,0.000003412309,0.0000018575328,0.000014030255,0.000004287961,0.9974827,0.0013152468,0.00085166976,0.00020464651,0.0000029305143],"about_ca_topic_score_codex":0.0016516086,"about_ca_topic_score_gemma":0.00092699844,"teacher_disagreement_score":0.0016516086,"about_ca_system_score_codex":0.0003280431,"about_ca_system_score_gemma":0.0003424196,"threshold_uncertainty_score":0.0040988326},"labels":[],"label_agreement":null},{"id":"W2011802947","doi":"10.1080/10407782.2010.516691","title":"Numerical Simulation of Transient Heat Transfer in a Protective Clothing System during a Flash Fire Exposure","year":2010,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Flash (photography); Clothing; Transient (computer programming); Heat transfer; Mechanics; Environmental science; Computer science; Physics; History; Optics; Archaeology","score_opus":0.019062690483404338,"score_gpt":0.2820475892277607,"score_spread":0.2629848987443564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011802947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91668546,0.00015010392,0.07403915,0.0002221479,0.0000655033,0.00008113532,0.00019871852,0.00027601203,0.008281826],"genre_scores_gemma":[0.9948586,0.00003890523,0.0038647112,0.000017131653,0.0000036600627,0.000035889407,0.000043453074,0.000009992061,0.0011277169],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991524,0.000024818175,0.000005767062,0.000011396796,0.000021573389,0.000021278824],"domain_scores_gemma":[0.999671,0.00019211085,0.00003560614,0.000023171808,0.000044117784,0.000034025386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990835,0.00026702593,0.00046915715,0.00025859475,0.00046768546,0.00054281164,0.00047135967,0.0008415029,0.0012912713],"category_scores_gemma":[0.00096705876,0.00019591702,0.0004406216,0.00023154332,0.000619006,0.00031241708,0.0003658297,0.00040359408,0.000115421666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009447371,0.0000468653,0.0014215828,0.000026765636,0.000009621717,0.00013163505,0.000082151375,0.9882641,0.0065676426,0.001207198,0.000102307895,0.0020456552],"study_design_scores_gemma":[0.000009760624,0.000036782676,0.0003485486,0.0000032773917,0.000002517358,0.000015807667,0.000018989691,0.9981546,0.0011469506,0.00015233629,0.00010663833,0.000003884686],"about_ca_topic_score_codex":0.0068150894,"about_ca_topic_score_gemma":0.0020607128,"teacher_disagreement_score":0.0068150894,"about_ca_system_score_codex":0.00056732516,"about_ca_system_score_gemma":0.00057856244,"threshold_uncertainty_score":0.013550818},"labels":[],"label_agreement":null},{"id":"W2017702606","doi":"10.1080/10407780902720841","title":"Validation of DES-SST Based Turbulence Model for a Fully Developed Turbulent Channel Flow Problem","year":2009,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Turbulence; Mechanics; Large eddy simulation; K-epsilon turbulence model; K-omega turbulence model; Advection; Turbulence modeling; Physics; Direct numerical simulation; Open-channel flow; Reynolds number; Reynolds stress equation model; Statistical physics; Thermodynamics","score_opus":0.02171012352101775,"score_gpt":0.23657335507003288,"score_spread":0.21486323154901513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017702606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9145173,0.00014013083,0.07087546,0.00021482639,0.00007515571,0.00008570814,0.0011142147,0.00076131563,0.0122159915],"genre_scores_gemma":[0.980005,0.00008535844,0.016990116,0.00002866546,0.000009466262,0.00006037795,0.00095256063,0.000057938738,0.0018104917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997687,0.00006796146,0.000026438882,0.000035702007,0.00007106343,0.00003018344],"domain_scores_gemma":[0.99931693,0.0002695316,0.00005951938,0.00011034413,0.00019341726,0.00005016649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050180143,0.0005794435,0.00049092126,0.00024933807,0.00031964944,0.0006122085,0.00078647456,0.00060293626,0.0010913725],"category_scores_gemma":[0.0013763241,0.00016949381,0.0004563444,0.00023704466,0.00036994918,0.00053254113,0.0005651803,0.0004203644,0.00025726852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009409282,0.000074811804,0.00335494,0.000036507816,0.000010993943,0.00006807834,0.00002456579,0.9852846,0.0058972547,0.0015289198,0.00025741523,0.0033676936],"study_design_scores_gemma":[0.000014432564,0.00004432707,0.00057910266,0.0000024001226,0.0000017518759,0.00000831531,0.00000736782,0.9973793,0.0015816569,0.0001444557,0.00023242319,0.0000045015267],"about_ca_topic_score_codex":0.010093879,"about_ca_topic_score_gemma":0.004371247,"teacher_disagreement_score":0.010093879,"about_ca_system_score_codex":0.0005531088,"about_ca_system_score_gemma":0.00095337507,"threshold_uncertainty_score":0.020070255},"labels":[],"label_agreement":null},{"id":"W2018846067","doi":"10.1080/10407782.2011.616777","title":"Prediction of the Bank Formation in High Temperature Furnaces by a Sequential Inverse Analysis with Overlaps","year":2011,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Inverse; Inertia; Conjugate gradient method; Phase (matter); Simple (philosophy); Feature (linguistics); Temperature gradient; Inverse problem; Thermal; Control theory (sociology); Phase change; Computer science; Algorithm; Materials science; Mathematics; Physics; Mathematical analysis; Meteorology; Thermodynamics; Artificial intelligence; Geometry","score_opus":0.017179050986222338,"score_gpt":0.19945954781859782,"score_spread":0.1822804968323755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018846067","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40248308,0.00004786136,0.5962445,0.000032903037,0.000008715419,0.000020134334,0.000022579963,0.00026370847,0.0008764254],"genre_scores_gemma":[0.9504218,0.000030230804,0.049088143,0.0000044776402,0.0000039061338,0.000017567238,0.000020181144,0.00001959711,0.00039415882],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998653,0.000032477772,0.0000054136644,0.000025886231,0.00005691059,0.000014119579],"domain_scores_gemma":[0.99966395,0.00018480541,0.000057738693,0.00003788886,0.000039582872,0.000016008216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031135173,0.00051724585,0.0002980988,0.0002817167,0.00020934208,0.00035183635,0.000367146,0.00048064918,0.00041077123],"category_scores_gemma":[0.0008711203,0.00037604343,0.00037212632,0.0001611627,0.0005795385,0.0004999657,0.00039284746,0.00042441746,0.00008865737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012222119,0.000042174397,0.004006774,0.00005050335,0.000018546163,0.00011892289,0.00009242164,0.92088383,0.054847527,0.0021763407,0.00008842439,0.017552434],"study_design_scores_gemma":[0.0000036488993,0.000019958115,0.000464272,0.0000010970097,0.0000023151958,0.000014810479,0.000007533366,0.99318063,0.005944909,0.00030975786,0.000047781148,0.0000032474168],"about_ca_topic_score_codex":0.0014794398,"about_ca_topic_score_gemma":0.0014285076,"teacher_disagreement_score":0.0014794398,"about_ca_system_score_codex":0.00021993386,"about_ca_system_score_gemma":0.0004949008,"threshold_uncertainty_score":0.002941668},"labels":[],"label_agreement":null},{"id":"W2024754117","doi":"10.1080/10407780601115079","title":"Numerical and Experimental Investigation of Solidification Shrinkage","year":2007,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Energetic Materials and Combustion","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint-Gobain (Canada)","funders":"","keywords":"Shrinkage; Materials science; Casting; Heat transfer; Mechanics; Volume (thermodynamics); Convection; Cooling curve; Volume of fluid method; Thermodynamics; Composite material; Metallurgy; Physics","score_opus":0.01296517756816015,"score_gpt":0.23465767462549,"score_spread":0.22169249705732985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024754117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698332,0.0002770705,0.02176083,0.0000583913,0.00003340803,0.000035776426,0.00027050765,0.00024517442,0.0074855564],"genre_scores_gemma":[0.9758601,0.00019798975,0.022101784,0.0000064642495,0.000004951739,0.000044337874,0.00019507177,0.000033278582,0.0015559],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996382,0.000028037826,0.000019919678,0.000044151442,0.00024080997,0.000028916476],"domain_scores_gemma":[0.9990233,0.00044752832,0.00011076975,0.00013202558,0.0002473028,0.000038988852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077132264,0.00027584896,0.0004370229,0.00038463168,0.00033797682,0.00024246368,0.00035062272,0.00036895773,0.0015781733],"category_scores_gemma":[0.0016614619,0.00014743106,0.00018138801,0.000507669,0.00043203204,0.00025413287,0.00024892547,0.00033897572,0.00016196749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028696435,0.00023570652,0.0029011024,0.00028828348,0.0000116716055,0.0001382483,0.00030363505,0.10374695,0.8627763,0.003103211,0.00033882455,0.025869291],"study_design_scores_gemma":[0.0000402679,0.0003874146,0.0038797548,0.000015853457,0.00001410856,0.00014881692,0.00005920635,0.35414153,0.6385582,0.0003997868,0.0023289144,0.000026129905],"about_ca_topic_score_codex":0.00073816226,"about_ca_topic_score_gemma":0.00093775714,"teacher_disagreement_score":0.0015781733,"about_ca_system_score_codex":0.00031901436,"about_ca_system_score_gemma":0.0002647172,"threshold_uncertainty_score":0.005279541},"labels":[],"label_agreement":null},{"id":"W2031565062","doi":"10.1080/10407782.2012.691050","title":"Numerical Modeling of the Freezing of a Porous Humid Food inside a Cavity due to Natural Convection","year":2012,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Phase Change Materials Research","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Natural convection; Thermodynamics; Heat transfer; Convection; Rayleigh number; Mechanics; Materials science; Water content; Chemistry; Geology; Geotechnical engineering; Physics","score_opus":0.04259316270694377,"score_gpt":0.2813148235718519,"score_spread":0.23872166086490812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031565062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7313281,0.00082017016,0.24739182,0.0003764337,0.00012437721,0.00010317903,0.00023182471,0.0002729589,0.019351074],"genre_scores_gemma":[0.98080635,0.00023981347,0.01470515,0.000024405046,0.000016399765,0.00007787236,0.00006110942,0.000021615324,0.0040473132],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998847,0.000028042226,0.000005778436,0.000020811647,0.000031024763,0.000029673596],"domain_scores_gemma":[0.99967766,0.00018691774,0.00005208732,0.000018954874,0.00004084534,0.000023549755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030986458,0.0003941104,0.00062485813,0.0003355767,0.0005035717,0.0006164599,0.00077703386,0.0011616582,0.0012388368],"category_scores_gemma":[0.0008557351,0.0002831295,0.0006457157,0.0003239355,0.0010943984,0.00039778,0.0005831662,0.00047155446,0.000110144596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036336576,0.00001697993,0.00056203455,0.00004652476,0.000009129131,0.00016391875,0.000043582102,0.98859113,0.0062615774,0.0029968675,0.00007123725,0.0012006885],"study_design_scores_gemma":[0.000006516854,0.00001552552,0.00014826335,0.0000028768063,0.0000026752869,0.000019548872,0.000009716159,0.99892235,0.0005042808,0.00025072505,0.00011396229,0.0000035534217],"about_ca_topic_score_codex":0.008336393,"about_ca_topic_score_gemma":0.0026598955,"teacher_disagreement_score":0.008336393,"about_ca_system_score_codex":0.0006348003,"about_ca_system_score_gemma":0.00092728995,"threshold_uncertainty_score":0.016575754},"labels":[],"label_agreement":null},{"id":"W2040885143","doi":"10.1080/10407782.2011.627799","title":"Direct and Large Eddy Simulations Using the SIMPLE Algorithm","year":2011,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Turbulence; Large eddy simulation; Simple (philosophy); Discretization; Algorithm; SIMPLE algorithm; Computer science; Flow (mathematics); Feature (linguistics); Channel (broadcasting); Reduction (mathematics); Mathematical optimization; Applied mathematics; Mathematics; Mechanics; Geometry; Physics","score_opus":0.020934820578755883,"score_gpt":0.2376871634204029,"score_spread":0.21675234284164702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040885143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4971787,0.0005710652,0.4466006,0.00037102556,0.00031377331,0.0005568142,0.0010817677,0.0028364148,0.05048973],"genre_scores_gemma":[0.8123068,0.00022762157,0.17767681,0.00007767253,0.00005070416,0.00040737994,0.0004798367,0.00017850214,0.0085946685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999841,0.000044877128,0.000009784736,0.000018971661,0.000066304245,0.000019074509],"domain_scores_gemma":[0.9994092,0.0002665993,0.00004862803,0.00009070386,0.00012713023,0.000057786383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003874034,0.00043932835,0.0007433312,0.00033683475,0.00048048774,0.0007209339,0.00079111074,0.00076544285,0.0028519686],"category_scores_gemma":[0.0014239406,0.00023303318,0.00047847393,0.0005109819,0.0003072365,0.00054734125,0.0006407898,0.0004824274,0.00041366098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018375365,0.00017376918,0.0015867515,0.00011338973,0.00003725109,0.00016392967,0.00008486451,0.94450384,0.008673488,0.0182623,0.0019136717,0.024303023],"study_design_scores_gemma":[0.000045142904,0.00004672025,0.0002835269,0.000003327177,0.0000036406161,0.000016688227,0.000007413058,0.99605185,0.0008315524,0.001766657,0.0009359538,0.0000074898903],"about_ca_topic_score_codex":0.0038963435,"about_ca_topic_score_gemma":0.0044466127,"teacher_disagreement_score":0.0038963435,"about_ca_system_score_codex":0.0003723591,"about_ca_system_score_gemma":0.00071747846,"threshold_uncertainty_score":0.009540796},"labels":[],"label_agreement":null},{"id":"W2044608568","doi":"10.1080/10407780802338934","title":"Two-Dimensional Inverse Heat Transfer Analysis of Functionally Graded Materials in Estimating Time-Dependent Surface Heat Flux","year":2008,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Heat flux; Conjugate gradient method; Inverse problem; Inverse; Heat transfer; Thermal conduction; Finite element method; Boundary value problem; Transient (computer programming); Quadrature (astronomy); Mathematics; Heat transfer coefficient; Mathematical analysis; Mechanics; Materials science; Thermodynamics; Physics; Geometry; Mathematical optimization; Computer science","score_opus":0.06710052813518035,"score_gpt":0.3261975953571992,"score_spread":0.25909706722201886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044608568","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1263622,0.00017762571,0.8722904,0.000048207276,0.00001753352,0.000023822493,0.000014910393,0.00007780374,0.0009875321],"genre_scores_gemma":[0.9029051,0.0001626781,0.09617686,0.000014633099,0.000010419797,0.00004541503,0.000030361578,0.000014239973,0.00064020115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998423,0.000050374998,0.0000060718626,0.000028945506,0.000060301038,0.000011923931],"domain_scores_gemma":[0.9995912,0.00027969514,0.000031481013,0.000029116398,0.00005547503,0.000013014956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051894935,0.00037272918,0.0003471692,0.0002787008,0.0001549212,0.0004298939,0.00040203732,0.000650076,0.00031509576],"category_scores_gemma":[0.0014189956,0.00013997161,0.0002411061,0.0001757853,0.00051028514,0.000545101,0.00034848962,0.00026279246,0.00007050333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016230838,0.00008567746,0.0037424376,0.0002724741,0.000023785871,0.00029746664,0.00015263874,0.75851476,0.14976744,0.01329132,0.0002583234,0.07343138],"study_design_scores_gemma":[0.0000022842514,0.000022431132,0.00030990096,0.0000024195722,0.0000035159103,0.000038016908,0.0000101982005,0.9888581,0.009796181,0.00082474446,0.0001284949,0.0000037409934],"about_ca_topic_score_codex":0.0007402689,"about_ca_topic_score_gemma":0.0005963728,"teacher_disagreement_score":0.0007402689,"about_ca_system_score_codex":0.00019644563,"about_ca_system_score_gemma":0.00031860374,"threshold_uncertainty_score":0.0027444959},"labels":[],"label_agreement":null},{"id":"W2051774725","doi":"10.1080/10407780500324798","title":"Numerical Predictions of Stanton Numbers, Skin Friction Coefficients, Aerodynamic Losses, and Reynolds Analogy Behavior for a Transsonic Turbine Vane","year":2006,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mach number; Aerodynamics; Stanton number; Reynolds number; Turbulence; Fluent; Turbine; Mechanics; Engineering; Mechanical engineering; Meteorology; Physics; Computational fluid dynamics","score_opus":0.005513167161307751,"score_gpt":0.21903480739251424,"score_spread":0.21352164023120648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051774725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508279,0.00006616018,0.041142985,0.000062067396,0.000024106119,0.00003572367,0.00011404384,0.00027682027,0.007450158],"genre_scores_gemma":[0.993544,0.00002157889,0.005108707,0.0000048221523,0.0000010727115,0.000020749561,0.00005639929,0.000015715439,0.0012269266],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999018,0.000019999517,0.000005369503,0.000013821564,0.000037977326,0.00002095192],"domain_scores_gemma":[0.9996879,0.0001318946,0.000029995292,0.000028489629,0.000103121856,0.000018595005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028268635,0.00030869633,0.00024302052,0.0003551326,0.00038821023,0.00042286105,0.00044372742,0.00054483116,0.0013265073],"category_scores_gemma":[0.0010790146,0.00022325624,0.000270913,0.0002013026,0.0004119655,0.0002969667,0.00020372882,0.00021986406,0.00023247063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008049369,0.000029026187,0.0033135072,0.000020189455,0.0000065601844,0.00010128218,0.000049463863,0.9745612,0.0145133035,0.00101774,0.0002502363,0.0060568573],"study_design_scores_gemma":[0.00000989987,0.000055026747,0.0006324685,0.0000035503158,0.0000016069266,0.000013274478,0.000016085281,0.99490464,0.0040487796,0.00011498291,0.00019248635,0.000007282185],"about_ca_topic_score_codex":0.008284766,"about_ca_topic_score_gemma":0.0056200977,"teacher_disagreement_score":0.008284766,"about_ca_system_score_codex":0.0005492692,"about_ca_system_score_gemma":0.0005730825,"threshold_uncertainty_score":0.016473114},"labels":[],"label_agreement":null},{"id":"W2055008893","doi":"10.1080/10407782.2013.742738","title":"Numerical Analysis of Laminar Forced Convection in Corrugated-Plate Channels with Sinusoidal, Ellipse, and Rounded-vee Wall Shapes","year":2013,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nusselt number; Reynolds number; Prandtl number; Laminar flow; Mechanics; Heat transfer; Ellipse; Forced convection; Materials science; Convection; Convective heat transfer; Geometry; Physics; Mathematics; Turbulence","score_opus":0.011020579935563697,"score_gpt":0.21378797978018194,"score_spread":0.20276739984461825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055008893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951597,0.000036545825,0.0037880433,0.000020704176,0.0000058655337,0.00001369264,0.000045731842,0.000046416677,0.0008834097],"genre_scores_gemma":[0.99818367,0.000013327186,0.0015435345,0.0000026633231,0.0000012689079,0.000010277278,0.00002749456,0.000004499841,0.00021314267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988484,0.000022809698,0.0000076236092,0.000020509402,0.000026267551,0.00003791726],"domain_scores_gemma":[0.9992894,0.00043793255,0.000092202754,0.00003591487,0.00008384147,0.000060654766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002711505,0.00035296282,0.00044408353,0.0004422904,0.0005005162,0.00072960905,0.00050473126,0.00059953844,0.0006940822],"category_scores_gemma":[0.0011566691,0.0002501815,0.00043041902,0.00040336078,0.00085569033,0.0003098823,0.0003092342,0.00022984811,0.0000618707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034541654,0.000100032405,0.01239213,0.00009457565,0.00003416068,0.00026784668,0.00016124062,0.9551244,0.025761304,0.0014250247,0.00014434618,0.0041495985],"study_design_scores_gemma":[0.00002378187,0.0000904934,0.0026541704,0.0000039201354,0.000007110007,0.000026343369,0.00003640082,0.9934796,0.0034869788,0.00011205529,0.0000687593,0.000010299558],"about_ca_topic_score_codex":0.008190497,"about_ca_topic_score_gemma":0.0045821103,"teacher_disagreement_score":0.008190497,"about_ca_system_score_codex":0.00081124145,"about_ca_system_score_gemma":0.00075508567,"threshold_uncertainty_score":0.016285598},"labels":[],"label_agreement":null},{"id":"W2065017732","doi":"10.1080/10407780590959899","title":"Natural Convection of a Binary Fluid in a Slightly Inclined Shallow Cavity","year":2005,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Prandtl number; Buoyancy; Natural convection; Rayleigh number; Lewis number; Mechanics; Combined forced and natural convection; Convection; Thermodynamics; Double diffusive convection; Materials science; Physics; Mass transfer","score_opus":0.009109401365807459,"score_gpt":0.22806071907168102,"score_spread":0.21895131770587356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065017732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923275,0.00007198895,0.0062991977,0.000034121207,0.000009372287,0.000012721062,0.000022814082,0.000018980667,0.0012032947],"genre_scores_gemma":[0.99778557,0.000027093547,0.0017987991,0.000006507587,0.0000029627754,0.000007995055,0.000011043502,0.0000019772622,0.0003580544],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992466,0.000015733982,0.000003927682,0.000013768518,0.000017697346,0.000024245943],"domain_scores_gemma":[0.9997943,0.000085186206,0.000044555974,0.000014367264,0.00002459953,0.000037084967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017364064,0.0002046692,0.0004577344,0.00021581892,0.00035523332,0.00050632935,0.0002975026,0.00048156595,0.00043859627],"category_scores_gemma":[0.0008227308,0.00014631293,0.0001986481,0.00017979779,0.00088629243,0.00031578384,0.00052942696,0.00025286546,0.000048502694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050740206,0.00015122368,0.006981267,0.00016682265,0.00003853051,0.00068273064,0.0002464891,0.8687526,0.107262194,0.0075860014,0.000224439,0.0074003707],"study_design_scores_gemma":[0.00007627618,0.00015599446,0.0021764839,0.000007685913,0.000008467932,0.000076784585,0.00004777814,0.99005705,0.006332389,0.00076529896,0.0002820813,0.000013666791],"about_ca_topic_score_codex":0.004242222,"about_ca_topic_score_gemma":0.0013309752,"teacher_disagreement_score":0.004242222,"about_ca_system_score_codex":0.0004668249,"about_ca_system_score_gemma":0.00054446515,"threshold_uncertainty_score":0.008435011},"labels":[],"label_agreement":null},{"id":"W2068952862","doi":"10.1080/10407782.2013.857880","title":"Immersed Boundary Solution of Natural Convection in a Square Cavity with an Enclosed Rosette-Shaped Hot Cylinder","year":2014,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Natural convection; Rayleigh number; Rosette (schizont appearance); Mechanics; Cylinder; Square (algebra); Enclosure; Heat transfer; Materials science; Physics; Geometry; Mathematics; Engineering; Biology","score_opus":0.010230624159455614,"score_gpt":0.2249903134389165,"score_spread":0.2147596892794609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068952862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63497066,0.00051281933,0.33937722,0.00058044883,0.00020017473,0.00014559065,0.00030915078,0.00043557063,0.023468286],"genre_scores_gemma":[0.9348507,0.00011910997,0.058004815,0.000055552104,0.000026969923,0.00013120615,0.00015366831,0.000061822146,0.006596212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998572,0.000034927787,0.000006859819,0.000025989219,0.000047531106,0.000027459826],"domain_scores_gemma":[0.9996315,0.00017931267,0.000049463728,0.000021946866,0.000080912556,0.000036776346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040690985,0.0004911351,0.00060842175,0.00032265668,0.00040305272,0.00061385235,0.00073279033,0.0012965242,0.0019518399],"category_scores_gemma":[0.0014287885,0.000294571,0.0005064995,0.0001878884,0.0012051499,0.0003952333,0.0007179459,0.00048652408,0.00025612215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012685219,0.00004299332,0.0007697229,0.00015252066,0.000031538326,0.00026704237,0.00020983716,0.9446971,0.03667368,0.011589072,0.00038347492,0.005056215],"study_design_scores_gemma":[0.000025092022,0.000026714955,0.0001452325,0.0000068519835,0.000003116973,0.000022687851,0.000021401047,0.99643564,0.0022631062,0.0006646011,0.00037840285,0.0000071817344],"about_ca_topic_score_codex":0.0057887365,"about_ca_topic_score_gemma":0.0018554935,"teacher_disagreement_score":0.0057887365,"about_ca_system_score_codex":0.0006844293,"about_ca_system_score_gemma":0.0011467137,"threshold_uncertainty_score":0.011510074},"labels":[],"label_agreement":null},{"id":"W2071916147","doi":"10.1080/10407780701454238","title":"Turbulent Mixed-Convection Cooling of Stacked Heat-Generating Bodies in a Three-Dimensional Domain","year":2007,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Inlet; Turbulence; Jet (fluid); Natural convection; Mechanics; Combined forced and natural convection; Forced convection; Cooling tower; Materials science; Mechanical engineering; Heat transfer; Physics; Engineering","score_opus":0.015714732250799435,"score_gpt":0.2387598888210884,"score_spread":0.22304515657028895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071916147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991559,0.000033487922,0.0062224446,0.000030529623,0.000008883856,0.000012724748,0.000039100527,0.000044919187,0.0020489292],"genre_scores_gemma":[0.9982664,0.000010566497,0.0014627498,0.000004521888,0.000001570902,0.0000073351507,0.000023651617,0.000004994354,0.00021833707],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999105,0.00002062076,0.000003972438,0.0000130816525,0.000019615183,0.000032264248],"domain_scores_gemma":[0.99974436,0.0001136308,0.000033667133,0.000020870932,0.00003754372,0.00005002591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020600231,0.00031744552,0.00043311613,0.00025139668,0.00062372943,0.0008176289,0.00042788283,0.0005012918,0.0009576456],"category_scores_gemma":[0.0006361763,0.00021966208,0.0004343499,0.00022683867,0.0010735,0.00030311008,0.00037138915,0.00028891754,0.000080461876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018617618,0.00006216894,0.0032012207,0.000029667728,0.000022544267,0.00017538088,0.000067656896,0.9707083,0.02235208,0.001485903,0.00007951005,0.0016294197],"study_design_scores_gemma":[0.000041357547,0.00007194349,0.0013185982,0.0000035691537,0.000006577394,0.000014888234,0.000027035989,0.99396765,0.0042728675,0.00017209648,0.000096545016,0.000006895482],"about_ca_topic_score_codex":0.01038428,"about_ca_topic_score_gemma":0.0046519893,"teacher_disagreement_score":0.01038428,"about_ca_system_score_codex":0.0007031263,"about_ca_system_score_gemma":0.00090788695,"threshold_uncertainty_score":0.020647705},"labels":[],"label_agreement":null},{"id":"W2076297480","doi":"10.1080/10407780802483557","title":"Analytical and Numerical Study of Combined Effects of a Magnetic Field and an External Shear Stress on Soret Convection in a Horizontal Porous Enclosure","year":2008,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Mechanics; Rayleigh number; Shear stress; Heat transfer; Dimensionless quantity; Convection; Hartmann number; Lewis number; Materials science; Natural convection; Physics; Nusselt number; Mass transfer; Reynolds number; Turbulence","score_opus":0.009093164518260718,"score_gpt":0.23268694708237628,"score_spread":0.22359378256411555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076297480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98562074,0.0001835522,0.010596263,0.00007024083,0.000016234171,0.0000123236,0.000023961338,0.000062109444,0.0034145836],"genre_scores_gemma":[0.99786985,0.0000665577,0.0016273836,0.000004642072,0.000003852386,0.000005125785,0.0000073813912,0.0000035699522,0.0004115816],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993694,0.000014546475,0.0000029688806,0.000007836638,0.000018673805,0.000019012808],"domain_scores_gemma":[0.9997371,0.00013912466,0.000060195413,0.000013067839,0.000029480947,0.000021057795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020411768,0.00020082523,0.00039033196,0.00023949634,0.0002211687,0.00033733336,0.00020747774,0.00031675113,0.00044365492],"category_scores_gemma":[0.0006598677,0.000110292465,0.00021598299,0.00021685915,0.0008077891,0.00019889296,0.00030021396,0.00016743163,0.000043066135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039011767,0.000111032314,0.0039537423,0.0002482474,0.00003930771,0.00064016494,0.00016630137,0.8414253,0.13569866,0.0048703435,0.00022486394,0.012231898],"study_design_scores_gemma":[0.000029346329,0.00012298944,0.0012666328,0.0000065838562,0.000011555434,0.000039104434,0.000032494303,0.9852048,0.012811022,0.00029173616,0.00017516501,0.00000857627],"about_ca_topic_score_codex":0.0015800784,"about_ca_topic_score_gemma":0.00085462397,"teacher_disagreement_score":0.0015800784,"about_ca_system_score_codex":0.00027697848,"about_ca_system_score_gemma":0.00027386108,"threshold_uncertainty_score":0.0031417012},"labels":[],"label_agreement":null},{"id":"W2088899241","doi":"10.1080/10407782.2013.779476","title":"Heat Transfer and Airflow Analysis in the Upper Part of Electrolytic Cells Based on CFD","year":2013,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alcoa (Canada); Natural Sciences and Engineering Research Council; Université Laval","funders":"","keywords":"Heat transfer coefficient; Airflow; Heat transfer; Computational fluid dynamics; Pressure drop; Forced convection; Natural convection; Mechanics; Materials science; Thermodynamics; Mechanical engineering; Engineering; Physics","score_opus":0.011270920235396754,"score_gpt":0.232738186415939,"score_spread":0.22146726618054224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088899241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5092503,0.0007299568,0.4628627,0.00032307598,0.00012750349,0.00014967282,0.00059697736,0.0009565033,0.025003394],"genre_scores_gemma":[0.98131555,0.00023038789,0.013696897,0.00001832488,0.00001570151,0.000051212366,0.00015684142,0.000038905844,0.004476262],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989784,0.00001334521,0.0000056172867,0.000021381566,0.00004055516,0.000021324486],"domain_scores_gemma":[0.9998808,0.000060574726,0.000009561964,0.000013183385,0.000026003765,0.000009885025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014078787,0.00038173617,0.0007481374,0.00034352246,0.00057554763,0.00069986726,0.000508416,0.0006399442,0.0017519448],"category_scores_gemma":[0.00044045298,0.000256809,0.00069267565,0.00022033288,0.0006503252,0.00048039775,0.0004281731,0.00048785875,0.00025392824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060552935,0.00004065797,0.0012151999,0.00007085691,0.000008207706,0.00016738026,0.00009154283,0.93482006,0.047164943,0.005131861,0.000284401,0.01094425],"study_design_scores_gemma":[0.0000081702065,0.000025354533,0.0008716054,0.0000057534708,0.0000030140352,0.00002718373,0.000013993119,0.99088085,0.00670851,0.00061418454,0.0008314708,0.0000099386125],"about_ca_topic_score_codex":0.014655858,"about_ca_topic_score_gemma":0.0042244825,"teacher_disagreement_score":0.014655858,"about_ca_system_score_codex":0.0007118026,"about_ca_system_score_gemma":0.0009761769,"threshold_uncertainty_score":0.029141128},"labels":[],"label_agreement":null},{"id":"W2116011845","doi":"10.1080/10407782.2012.725009","title":"Simulation of Conjugate Heat Transfer Using the Lattice Boltzmann Method","year":2012,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Calgary","funders":"","keywords":"Lattice Boltzmann methods; Heat transfer; Conjugate; Heat flux; Thermodynamics; Thermal conductivity; Thermal conduction; Mechanics; Materials science; Physics; Mathematics; Mathematical analysis","score_opus":0.050282936317435446,"score_gpt":0.3268038496189044,"score_spread":0.27652091330146894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116011845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5559928,0.00024886275,0.42013633,0.00044811942,0.00015504615,0.00023847859,0.0002973939,0.0008880354,0.021595007],"genre_scores_gemma":[0.9397741,0.000086127955,0.056796417,0.000042627118,0.000011221964,0.00023672915,0.00009313416,0.000056867142,0.002902785],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997112,0.00009921592,0.000011760364,0.00002660003,0.00009932943,0.000051923216],"domain_scores_gemma":[0.99952614,0.00025721814,0.000031314463,0.00005263044,0.00008033485,0.000052370287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191032,0.0003474571,0.00082477607,0.00036905622,0.00065540266,0.00084926747,0.0008941614,0.0009995655,0.0021512879],"category_scores_gemma":[0.0015066621,0.00038149173,0.00045790873,0.0004569416,0.00077864784,0.00072825095,0.000989947,0.00081511046,0.00029282094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059328835,0.000070524315,0.00053884584,0.000024869829,0.000010264383,0.000056003242,0.000054035387,0.9825972,0.0055954047,0.007915654,0.00019445718,0.0028832976],"study_design_scores_gemma":[0.00000891287,0.000009816984,0.000032979555,9.842938e-7,7.4469074e-7,0.0000032933965,0.0000027029503,0.99865377,0.0007607307,0.00039913887,0.00012429083,0.0000025652569],"about_ca_topic_score_codex":0.0065677706,"about_ca_topic_score_gemma":0.0019565811,"teacher_disagreement_score":0.0065677706,"about_ca_system_score_codex":0.0007588942,"about_ca_system_score_gemma":0.0013782411,"threshold_uncertainty_score":0.01305908},"labels":[],"label_agreement":null},{"id":"W2593827335","doi":"10.1080/10407782.2016.1277938","title":"Numerical modeling and experimental investigation of a prismatic battery subjected to water cooling","year":2017,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Ontario Institute of Technology","funders":"","keywords":"Battery (electricity); Materials science; Computational fluid dynamics; Anode; Cathode; Heat generation; Mechanics; Nuclear engineering; Thermal; Cold start (automotive); Electrode; Thermodynamics; Mechanical engineering; Electrical engineering; Chemistry; Power (physics); Engineering; Physics","score_opus":0.031065542360179717,"score_gpt":0.2878100150344348,"score_spread":0.2567444726742551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593827335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90793484,0.0002610861,0.08356148,0.00015116716,0.000056091998,0.00007762126,0.00045693325,0.0002818277,0.007218977],"genre_scores_gemma":[0.9859386,0.00018924286,0.011254897,0.000015347183,0.0000033345086,0.00007128358,0.00013273781,0.000018422063,0.0023761615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999889,0.00000914851,0.0000052425057,0.00001698802,0.000065322456,0.00001427855],"domain_scores_gemma":[0.9998671,0.00004315048,0.000017172148,0.000017899598,0.000046680514,0.000007975082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020853922,0.00023694344,0.0003176729,0.00023087932,0.0002842506,0.00032783236,0.0005520455,0.00045058844,0.0013356456],"category_scores_gemma":[0.00047916247,0.00013189651,0.0002832591,0.00029123758,0.00038510587,0.00035236435,0.0002843254,0.00023940182,0.0001752571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018797291,0.000084772415,0.0032266506,0.0002469472,0.000015959466,0.0003303797,0.00017304016,0.7426505,0.2344706,0.0022601578,0.0004022671,0.015950732],"study_design_scores_gemma":[0.000013727288,0.00017682025,0.0018372006,0.0000101381165,0.000009925999,0.00006612176,0.00010205269,0.92385995,0.072138,0.00032747298,0.001440305,0.000018269802],"about_ca_topic_score_codex":0.0031690565,"about_ca_topic_score_gemma":0.0026635437,"teacher_disagreement_score":0.0031690565,"about_ca_system_score_codex":0.00034145857,"about_ca_system_score_gemma":0.0007079253,"threshold_uncertainty_score":0.006301224},"labels":[],"label_agreement":null},{"id":"W2963892784","doi":"10.1080/10407782.2019.1638169","title":"Effect of thermal boundary condition on forced convection from circular cylinders","year":2019,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nusselt number; Prandtl number; Reynolds number; Mechanics; Forced convection; Heat flux; Film temperature; Thermodynamics; Heat transfer coefficient; Heat transfer; Turbulent Prandtl number; Materials science; Physics; Turbulence","score_opus":0.004488058935026115,"score_gpt":0.22059222128462394,"score_spread":0.21610416234959784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963892784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943039,0.00047816828,0.0038104146,0.000052548952,0.000047290785,0.00001467219,0.00004247143,0.0000785442,0.0011718851],"genre_scores_gemma":[0.9984781,0.000088822046,0.0011313794,0.000012795126,0.0000040866867,0.000007148165,0.000037307404,0.000013286896,0.0002270598],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966514,0.00005595208,0.000032118107,0.000064759755,0.000096612835,0.00008538014],"domain_scores_gemma":[0.99834,0.0009929627,0.00020398281,0.0001271217,0.00024535615,0.00009054393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004216599,0.00030267314,0.000473177,0.00026005573,0.00044273413,0.0006575202,0.0002972511,0.0003835932,0.0011038897],"category_scores_gemma":[0.0031167057,0.00016223922,0.00025212686,0.00020392859,0.0006678333,0.0005842065,0.00046863063,0.00037012892,0.00017096633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023191154,0.00012881517,0.003601124,0.00044296336,0.000023011236,0.0005239327,0.0003990375,0.047729373,0.9303436,0.0011755086,0.00027571002,0.013037848],"study_design_scores_gemma":[0.00007388455,0.0009917055,0.0075133513,0.000056099692,0.00003585993,0.0001726416,0.00014664244,0.12905082,0.86026806,0.0002493706,0.001394195,0.000047326354],"about_ca_topic_score_codex":0.0026503305,"about_ca_topic_score_gemma":0.0011405428,"teacher_disagreement_score":0.0026503305,"about_ca_system_score_codex":0.00029401798,"about_ca_system_score_gemma":0.0004792561,"threshold_uncertainty_score":0.005269766},"labels":[],"label_agreement":null},{"id":"W4313887472","doi":"10.1080/10407782.2022.2157351","title":"Large-eddy-simulation of turbulent buoyant flow and conjugate heat transfer in a cubic cavity with fin ribbed radiators","year":2023,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"North South University","keywords":"Turbulence; Mechanics; Heat transfer; Large eddy simulation; Turbulence kinetic energy; Physics; Convection; Convective heat transfer; Vortex; Classical mechanics","score_opus":0.009190595359933246,"score_gpt":0.22313794662875336,"score_spread":0.2139473512688201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313887472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98709214,0.000047565423,0.009824896,0.00006986432,0.00001761385,0.000028015573,0.00010375886,0.00014057517,0.0026755258],"genre_scores_gemma":[0.9956981,0.00001602419,0.003526558,0.0000087176195,0.000001962023,0.00002435176,0.000055638382,0.000010413228,0.00065826834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999125,0.00001948072,0.000005269783,0.000016555381,0.000016704633,0.000029476027],"domain_scores_gemma":[0.9996363,0.00016308801,0.00006318976,0.000025055979,0.000052896154,0.000059508657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002909889,0.00042587807,0.00045755747,0.00029522355,0.0005226987,0.00047792128,0.0006888549,0.0008175826,0.001002767],"category_scores_gemma":[0.0006325123,0.00021190799,0.00045739918,0.00032264035,0.0006771052,0.00027249265,0.0004899867,0.0004861553,0.000079429425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009036378,0.00008841651,0.002579945,0.000023514354,0.000013998518,0.000117615295,0.000042960695,0.990732,0.0043385224,0.0006703441,0.000103058526,0.001199311],"study_design_scores_gemma":[0.0000133995,0.000028889064,0.00055648474,0.0000015627172,0.000001767504,0.0000045224156,0.000012571614,0.99877053,0.000497708,0.000059450147,0.000049593313,0.000003446354],"about_ca_topic_score_codex":0.020156508,"about_ca_topic_score_gemma":0.008888154,"teacher_disagreement_score":0.020156508,"about_ca_system_score_codex":0.0005719253,"about_ca_system_score_gemma":0.000977059,"threshold_uncertainty_score":0.040078342},"labels":[],"label_agreement":null},{"id":"W4324326519","doi":"10.1080/10407782.2023.2176381","title":"Particle-resolved simulations for nanofluid thermal enhancement in channel flows","year":2023,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanofluid; Thermal conductivity; Heat transfer; Materials science; Heat flux; Volume fraction; Heat transfer coefficient; Thermodynamics; Heat transfer enhancement; Particle (ecology); Mechanics; Lattice Boltzmann methods; Thermal conduction; Composite material; Physics","score_opus":0.025112311663535204,"score_gpt":0.2591307972876659,"score_spread":0.23401848562413072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324326519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7535174,0.00066643837,0.22560243,0.0005991577,0.00021011173,0.0002832209,0.0008129472,0.00074557244,0.017562669],"genre_scores_gemma":[0.9358776,0.0002542024,0.05990746,0.00012862217,0.00004065605,0.00038245114,0.00057797984,0.00016698209,0.002664121],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983096,0.000040274484,0.00000900866,0.000023266888,0.000053798736,0.00004267022],"domain_scores_gemma":[0.99933964,0.00039592586,0.00006093292,0.000042414486,0.00009978595,0.00006124251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053195615,0.0005895945,0.0009475743,0.00052782416,0.00091263023,0.00064239063,0.0010980101,0.0015088897,0.0021534222],"category_scores_gemma":[0.0014876974,0.00042315887,0.000787338,0.00060193316,0.00066725025,0.000731356,0.00061017316,0.0010901137,0.00024284332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006745814,0.00009142034,0.00091242796,0.000047868114,0.00002473563,0.00008320068,0.00007427022,0.9883541,0.0037106934,0.0049029104,0.00024361422,0.0014873919],"study_design_scores_gemma":[0.000012051665,0.000006849728,0.00006325615,0.0000015642553,0.0000015885737,0.0000022379802,0.0000042680986,0.99906546,0.0004079439,0.00030075482,0.00013146373,0.0000024539984],"about_ca_topic_score_codex":0.009466387,"about_ca_topic_score_gemma":0.0055839936,"teacher_disagreement_score":0.009466387,"about_ca_system_score_codex":0.0010021843,"about_ca_system_score_gemma":0.0016348338,"threshold_uncertainty_score":0.01882255},"labels":[],"label_agreement":null},{"id":"W4385073984","doi":"10.1080/10407782.2023.2238891","title":"Darcy–Forchheimer dynamics of hybrid nanofluid due to a porous Riga surface capitalizing Cattaneo–Christov theory","year":2023,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fanshawe College","funders":"Deanship of Scientific Research, King Khalid University","keywords":"Nanofluid; Streamlines, streaklines, and pathlines; Nusselt number; Thermophoresis; Porous medium; Thermodynamics; Mechanics; Materials science; Darcy number; Porosity; Heat transfer; Physics; Reynolds number; Composite material","score_opus":0.011641759103141027,"score_gpt":0.2325206899079699,"score_spread":0.22087893080482887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385073984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95230836,0.0004054791,0.04177538,0.00019076948,0.000045801702,0.000028550425,0.000057561785,0.00009608231,0.0050920765],"genre_scores_gemma":[0.990905,0.0001442762,0.0062651485,0.000027351318,0.000008765298,0.000028665601,0.000043013704,0.000011700295,0.0025660957],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999274,0.0000101856185,0.0000031537331,0.00001672315,0.000018788165,0.00002370964],"domain_scores_gemma":[0.9998741,0.000042059564,0.000036412923,0.0000131054885,0.000016272012,0.000017974085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018765601,0.00033895829,0.00037229699,0.00027944928,0.00038864883,0.0006520203,0.0004113286,0.0005924942,0.00077213155],"category_scores_gemma":[0.00028022862,0.00018020316,0.00044015519,0.0001616136,0.00072987704,0.00063024106,0.0008532709,0.00036411075,0.00009995624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022680187,0.00012179379,0.0026168074,0.0001872024,0.000050177074,0.001045628,0.0003276543,0.3305919,0.5955216,0.060311846,0.00042715925,0.008571463],"study_design_scores_gemma":[0.00001896287,0.00008473925,0.0010288467,0.000005494799,0.0000062199597,0.00008631718,0.00005160614,0.97295636,0.02303092,0.0021983075,0.0005117561,0.000020532358],"about_ca_topic_score_codex":0.002715417,"about_ca_topic_score_gemma":0.0008388366,"teacher_disagreement_score":0.002715417,"about_ca_system_score_codex":0.000547104,"about_ca_system_score_gemma":0.00036336208,"threshold_uncertainty_score":0.005399227},"labels":[],"label_agreement":null},{"id":"W4386255040","doi":"10.1080/10407782.2023.2251092","title":"Thermal examination of chemical interaction and thermophoretic diffusion of Williamson fluid flow across Riga Plate surface with nonlinearity radiation flux","year":2023,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Dimensionless quantity; Mechanics; Flow (mathematics); Viscosity; Partial differential equation; Diffusion; Thermodynamics; Mass transfer; Ordinary differential equation; Fluid dynamics; Nonlinear system; Heat transfer; Thermophoresis; Thermal; Mass flux; Physics; Mathematics; Mathematical analysis; Differential equation; Nanofluid","score_opus":0.010839958269923643,"score_gpt":0.23700361728840746,"score_spread":0.22616365901848381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386255040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99211746,0.00025064795,0.006010384,0.000044748514,0.0000132849555,0.0000065108056,0.00001643442,0.000038506714,0.0015021389],"genre_scores_gemma":[0.9976299,0.000080611346,0.0015321603,0.000007736692,0.00000416566,0.0000044054227,0.000010047328,0.000004373316,0.0007265383],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998996,0.000023477813,0.0000024393803,0.000018364843,0.000035505655,0.000020612571],"domain_scores_gemma":[0.99985266,0.00006695602,0.000030744082,0.0000129680275,0.00002731047,0.000009292558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018215615,0.00023787668,0.00017562597,0.00020296042,0.00020373309,0.00025168376,0.00020873218,0.00023656194,0.00081775355],"category_scores_gemma":[0.0003564979,0.000078994264,0.00015104338,0.00013456943,0.00052310614,0.00025427638,0.0001912795,0.00023146255,0.000106984335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007773023,0.0000154874,0.0008217464,0.000054417793,0.000004211817,0.00013240628,0.00010121617,0.0025637771,0.9917333,0.0014656726,0.00003951216,0.0029904924],"study_design_scores_gemma":[0.000010801742,0.0003043876,0.0076526613,0.000008060912,0.000013982226,0.00020697399,0.00016861659,0.11668097,0.87351024,0.00043911705,0.0009772344,0.000026973352],"about_ca_topic_score_codex":0.00065330917,"about_ca_topic_score_gemma":0.00043636354,"teacher_disagreement_score":0.00081775355,"about_ca_system_score_codex":0.0001912939,"about_ca_system_score_gemma":0.00015975814,"threshold_uncertainty_score":0.0027356148},"labels":[],"label_agreement":null},{"id":"W4387133982","doi":"10.1080/10407782.2023.2261622","title":"Adaptive humidity and temperature nonlinear control for uncertain air-handling units","year":2023,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Control theory (sociology); Linearization; Nonlinear system; Offset (computer science); Humidity; Computer science; Controller (irrigation); Adaptive control; Temperature control; Feedback linearization; Air temperature; Control engineering; Work (physics); Control (management); Engineering; Meteorology; Mechanical engineering; Geography; Artificial intelligence","score_opus":0.019998335612531233,"score_gpt":0.24661854891662713,"score_spread":0.2266202133040959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387133982","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059040677,0.00034923715,0.93588585,0.00009500291,0.000092972434,0.00003396413,0.000020709767,0.0002416628,0.0042399107],"genre_scores_gemma":[0.98175013,0.00013212464,0.015649721,0.000024575202,0.00002977036,0.0000463317,0.000016546757,0.000009531281,0.0023414013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997962,0.00003218865,0.000011236716,0.000057390025,0.000082526094,0.000020512143],"domain_scores_gemma":[0.999871,0.000033498567,0.000036876758,0.000009895852,0.000042490254,0.000006345993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028133288,0.00041143195,0.000286789,0.00013888633,0.0002983593,0.0003742217,0.00057061855,0.00024469456,0.00071993354],"category_scores_gemma":[0.0003794115,0.00015570254,0.00025844417,0.00015586088,0.00038201432,0.00037315564,0.00045677918,0.00039639245,0.0001106863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018243122,0.000053932326,0.0008160117,0.00023246554,0.000045055487,0.00013306766,0.00019003489,0.8351667,0.06082774,0.008528306,0.00089242245,0.09293175],"study_design_scores_gemma":[0.000008670791,0.00006104252,0.00022727097,0.0000023339749,0.0000054499505,0.000010525523,0.0000062417766,0.99622834,0.002531349,0.00041700318,0.00049589656,0.0000058423784],"about_ca_topic_score_codex":0.004643296,"about_ca_topic_score_gemma":0.0031671696,"teacher_disagreement_score":0.004643296,"about_ca_system_score_codex":0.0004103604,"about_ca_system_score_gemma":0.00035071498,"threshold_uncertainty_score":0.009232521},"labels":[],"label_agreement":null},{"id":"W4387640222","doi":"10.1080/10407782.2023.2266569","title":"Stagnation point flow of magnetized Cu–Cuo–water nano liquid via a porous dissipative stretching surface: A theoretical investigation","year":2023,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Nanofluid; Porous medium; Mechanics; Stagnation point; Materials science; Ordinary differential equation; Boundary layer; Dissipative system; Dimensionless quantity; Thermodynamics; Partial differential equation; Heat transfer; Porosity; Physics; Mathematics; Differential equation; Composite material; Mathematical analysis","score_opus":0.009789499963610011,"score_gpt":0.22471868946356505,"score_spread":0.21492918949995504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387640222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603072,0.00087920966,0.03235172,0.00031699546,0.000042994547,0.00003545909,0.00005656002,0.00016222816,0.005847618],"genre_scores_gemma":[0.99469674,0.00030000389,0.0037421428,0.000015272739,0.000009710675,0.000013413723,0.000020226069,0.0000064915766,0.0011960088],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994147,0.000009259218,0.0000024828332,0.000010826361,0.000019790616,0.000016127662],"domain_scores_gemma":[0.9999329,0.000027589535,0.000016973187,0.0000047691424,0.00001254909,0.000005339964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016199947,0.00018156624,0.0002598104,0.00034194087,0.00038126795,0.00046280248,0.00033889673,0.00039936384,0.000675135],"category_scores_gemma":[0.0002502359,0.00011605317,0.00030019306,0.0001895921,0.00067643344,0.00045136936,0.00029104273,0.00018512423,0.00007548617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002350024,0.00017983805,0.0014742719,0.00046301007,0.00002039536,0.0009170311,0.00021132686,0.17915983,0.7626881,0.041472808,0.0005411288,0.012637245],"study_design_scores_gemma":[0.000019572273,0.00021232021,0.00065497257,0.0000102642025,0.0000103599195,0.00007164827,0.00005791021,0.89520824,0.101087324,0.0016304979,0.0010194078,0.000017456152],"about_ca_topic_score_codex":0.0016830147,"about_ca_topic_score_gemma":0.00066119124,"teacher_disagreement_score":0.0016830147,"about_ca_system_score_codex":0.0005600672,"about_ca_system_score_gemma":0.00033496605,"threshold_uncertainty_score":0.0040635467},"labels":[],"label_agreement":null},{"id":"W4389620909","doi":"10.1080/10407782.2023.2290086","title":"Exploration of nonlinear radiative heat energy on Buongiorno modeled nano liquid toward an inclined porous plate with heat source and variable chemical reaction","year":2023,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"King Khalid University","keywords":"Thermophoresis; Nanofluid; Thermal radiation; Mechanics; Dimensionless quantity; Radiative transfer; Materials science; Heat generation; Porous medium; Partial differential equation; Boundary layer; Nonlinear system; Thermodynamics; Heat transfer; Porosity; Physics; Optics; Composite material","score_opus":0.020503431375140727,"score_gpt":0.23146746816325264,"score_spread":0.21096403678811193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389620909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84146625,0.00015822513,0.14894119,0.0001242288,0.000034204553,0.00004491801,0.00010479538,0.0001364509,0.00898976],"genre_scores_gemma":[0.98160547,0.00008939246,0.015477558,0.000011487532,0.0000031961906,0.000031257456,0.000037229333,0.000014027676,0.0027304143],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999598,0.0000071632185,0.0000019568495,0.000010301949,0.000012882854,0.000007927894],"domain_scores_gemma":[0.9999198,0.00003794492,0.000018015304,0.0000060594043,0.000012713278,0.0000054128027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089779365,0.0002993899,0.00019357496,0.00017847319,0.00021250933,0.00033440196,0.0002760418,0.00035315804,0.00078406575],"category_scores_gemma":[0.00023786761,0.0000961311,0.00028845432,0.00013388888,0.00041134682,0.0002579309,0.00024433972,0.00028116957,0.00007705567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007264409,0.00007672789,0.0022033346,0.00012992318,0.000012965477,0.00026525164,0.0001295457,0.85035574,0.12945509,0.009549998,0.00011726136,0.0076315072],"study_design_scores_gemma":[0.0000037551242,0.000026589438,0.00024207361,0.000003148248,0.0000024238338,0.000016781923,0.000019376648,0.9893253,0.009818321,0.0003441633,0.00019428451,0.000003836608],"about_ca_topic_score_codex":0.003334577,"about_ca_topic_score_gemma":0.0018532677,"teacher_disagreement_score":0.003334577,"about_ca_system_score_codex":0.00031767227,"about_ca_system_score_gemma":0.0004062903,"threshold_uncertainty_score":0.006630361},"labels":[],"label_agreement":null},{"id":"W4390571146","doi":"10.1080/10407782.2023.2299293","title":"Research on the nonuniform contact characteristics and thermal behavior of friction pairs involving the radial conical buckling deformation in hydro-viscous drive","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Conical surface; Buckling; Deformation (meteorology); Materials science; Thermal; Mechanics; Composite material; Physics; Thermodynamics","score_opus":0.024485075194621314,"score_gpt":0.2759473742573566,"score_spread":0.2514622990627353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390571146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8453742,0.0007013502,0.1492333,0.000080269565,0.000028004102,0.000042127587,0.0000523435,0.00019281429,0.0042956127],"genre_scores_gemma":[0.9959638,0.000094589195,0.003193966,0.0000045046304,0.0000023108332,0.000006788705,0.000017122558,0.0000077602535,0.0007092147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983156,0.000014442932,0.000008771583,0.000036716974,0.00008348186,0.000024992089],"domain_scores_gemma":[0.99980813,0.00005484894,0.000034113567,0.000028329996,0.000057349513,0.000017354681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023208171,0.00027859534,0.00041372015,0.0003623817,0.00031541524,0.00043912427,0.0006381132,0.00039462998,0.00060892006],"category_scores_gemma":[0.00049165386,0.0002496873,0.00039727087,0.00028544417,0.0004197137,0.00082065637,0.00025493326,0.00019557378,0.00012097335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000442224,0.00018013458,0.025775665,0.00071556715,0.00008112422,0.001555213,0.001141979,0.46124467,0.40939432,0.010074383,0.00085489213,0.08853993],"study_design_scores_gemma":[0.0000076013375,0.00015166719,0.0071513057,0.000009916415,0.000017023713,0.00022808192,0.00011008104,0.960668,0.029782753,0.00082321145,0.0010256734,0.000024703915],"about_ca_topic_score_codex":0.0024063943,"about_ca_topic_score_gemma":0.0019881546,"teacher_disagreement_score":0.0024063943,"about_ca_system_score_codex":0.0004229576,"about_ca_system_score_gemma":0.00033414637,"threshold_uncertainty_score":0.0047848225},"labels":[],"label_agreement":null},{"id":"W4390583811","doi":"10.1080/10407782.2023.2292197","title":"Computing neural network to analyze heat and mass transfer in the flow of nanofluid between two disks","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Nanofluid; Nusselt number; Mechanics; Artificial neural network; Sherwood number; Materials science; Flow (mathematics); Heat transfer; Partial differential equation; Nonlinear system; Computer science; Mathematics; Reynolds number; Physics; Mathematical analysis; Artificial intelligence; Turbulence","score_opus":0.015989051292362357,"score_gpt":0.2613441878120417,"score_spread":0.24535513651967936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390583811","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37348026,0.0014565315,0.61209273,0.000623307,0.00017404466,0.000120306475,0.0002212045,0.0005694022,0.011262204],"genre_scores_gemma":[0.96185404,0.00027871312,0.033547092,0.000065437715,0.000025623896,0.00015183214,0.00014664604,0.000018502444,0.003912178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998857,0.000032061744,0.000008675088,0.000025333582,0.000025747968,0.000022524806],"domain_scores_gemma":[0.99968123,0.00020638351,0.000026068938,0.000007833363,0.000068216024,0.000010346826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043685318,0.00059344736,0.0004690062,0.00035426763,0.00033556792,0.0005253011,0.00039730815,0.0007767207,0.0011783061],"category_scores_gemma":[0.0010106575,0.00020118267,0.00039049756,0.00033773045,0.00024097279,0.00036105028,0.00028244202,0.0006079111,0.0001246334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054824464,0.00006431636,0.0012450609,0.0000418685,0.00002817085,0.000046698286,0.000017870163,0.9800961,0.0009891997,0.0011002844,0.00023867865,0.016077051],"study_design_scores_gemma":[6.344904e-7,0.000008130521,0.000068467714,9.487315e-7,0.0000012663653,0.0000013197786,0.0000019372496,0.9996942,0.000087902714,0.00010306283,0.000031531254,6.38873e-7],"about_ca_topic_score_codex":0.009866775,"about_ca_topic_score_gemma":0.007275113,"teacher_disagreement_score":0.009866775,"about_ca_system_score_codex":0.00065795303,"about_ca_system_score_gemma":0.0005172505,"threshold_uncertainty_score":0.01961869},"labels":[],"label_agreement":null},{"id":"W4391817156","doi":"10.1080/10407782.2024.2316215","title":"Thermal management of honeycomb heat sink filled with phase change material for smart lighting applications","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission; Virtual Materials Group (Canada)","funders":"","keywords":"Heat sink; Phase change; Thermal management of electronic devices and systems; Honeycomb; Architectural engineering; Sink (geography); Thermal; Materials science; Phase-change material; Environmental science; Mechanical engineering; Engineering physics; Engineering; Composite material; Meteorology; Physics; Geography","score_opus":0.0309339622743849,"score_gpt":0.277465817539454,"score_spread":0.2465318552650691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391817156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832941,0.0003560718,0.014940844,0.00003903954,0.000031096075,0.000017392787,0.00007522478,0.00010506814,0.0011412269],"genre_scores_gemma":[0.9918794,0.00016569936,0.0072894683,0.0000065553922,0.000003196684,0.000017250088,0.000038620994,0.000018638351,0.0005811751],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999616,0.0000055551636,0.0000015856059,0.000008388079,0.00001536093,0.0000074701084],"domain_scores_gemma":[0.9999373,0.000020316853,0.000013020231,0.000007659341,0.000017372407,0.0000043754667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010488848,0.00017365174,0.00017620971,0.00011003468,0.00013099083,0.00023762554,0.00016027753,0.0001676075,0.00054388295],"category_scores_gemma":[0.00021138029,0.0000890079,0.00016932985,0.00009796797,0.0001566864,0.00024946145,0.00010991042,0.00013946282,0.00011432073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007824033,0.000032615233,0.0005601546,0.000119820026,0.000006422982,0.00008110552,0.00003600629,0.014571289,0.97821236,0.00041532225,0.00019180172,0.0056949314],"study_design_scores_gemma":[0.000014408414,0.0002678999,0.0019262609,0.000009393276,0.000011748259,0.00006554003,0.000040672578,0.14115496,0.85469246,0.000200576,0.0016049249,0.000011247834],"about_ca_topic_score_codex":0.00025774873,"about_ca_topic_score_gemma":0.0005478906,"teacher_disagreement_score":0.00054388295,"about_ca_system_score_codex":0.00014718609,"about_ca_system_score_gemma":0.00013720644,"threshold_uncertainty_score":0.0018194914},"labels":[],"label_agreement":null},{"id":"W4394725197","doi":"10.1080/10407782.2024.2338264","title":"Exploration of thermal radiation and stagnation point in MHD micropolar nanofluid flow over a stretching sheet with Navier slip","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Nanofluid; Mechanics; Magnetohydrodynamics; Thermal radiation; Stagnation point; Stagnation temperature; Slip (aerodynamics); Thermal; Stagnation pressure; Materials science; Flow (mathematics); Radiation; Physics; Classical mechanics; Thermodynamics; Heat transfer; Optics; Magnetic field; Mach number","score_opus":0.009286163920232557,"score_gpt":0.22490599235704847,"score_spread":0.21561982843681593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394725197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97941667,0.00032062727,0.01854256,0.00004890145,0.000014290184,0.000023945937,0.000013480501,0.00005418356,0.0015653471],"genre_scores_gemma":[0.9957398,0.0001120665,0.003665517,0.000006006332,0.0000064693027,0.00000887653,0.0000092385935,0.0000054783386,0.00044643937],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999941,0.000017626184,0.0000028411243,0.000009541561,0.000019220497,0.000009805566],"domain_scores_gemma":[0.99988234,0.000057193618,0.000029698695,0.0000068117492,0.000012817057,0.000011136203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021569652,0.00024339433,0.00024854485,0.00025915971,0.00029705532,0.00031656667,0.0001680293,0.00023162524,0.0003433833],"category_scores_gemma":[0.00046116934,0.00008951999,0.00019574989,0.0001203913,0.0005435013,0.00025807135,0.00026812524,0.00016835616,0.00004213086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004965282,0.00019420308,0.008113091,0.0003499091,0.00003497578,0.00094651134,0.00075399375,0.14314866,0.8101661,0.008849129,0.00017409929,0.026772821],"study_design_scores_gemma":[0.000048422156,0.00063136243,0.008456528,0.000024899457,0.000027781827,0.0002993743,0.00018334345,0.8347369,0.15223524,0.00239282,0.00092861505,0.000034750043],"about_ca_topic_score_codex":0.0005682062,"about_ca_topic_score_gemma":0.0002210816,"teacher_disagreement_score":0.0005682062,"about_ca_system_score_codex":0.00019305295,"about_ca_system_score_gemma":0.00018097735,"threshold_uncertainty_score":0.0014007688},"labels":[],"label_agreement":null},{"id":"W4399816940","doi":"10.1080/10407782.2024.2366445","title":"Modeling of artificial neural network to analyze heat and mass transfer of ternary hybrid nanofluid between two parallel plates with inclined magnetic field","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Nanofluid; Ternary operation; Artificial neural network; Mass transfer; Heat transfer; Magnetic field; Materials science; Mechanics; Computer science; Physics; Artificial intelligence","score_opus":0.013829822983114937,"score_gpt":0.24189757417380797,"score_spread":0.22806775119069303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399816940","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.307583,0.00187164,0.6713381,0.0005647728,0.00017571375,0.00014338343,0.00018584734,0.00045328212,0.017684355],"genre_scores_gemma":[0.9717459,0.00050875207,0.022298321,0.000057435554,0.000020505035,0.00021317706,0.0000986149,0.000017813843,0.005039473],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984694,0.000042426913,0.000010492819,0.000034184708,0.000043992524,0.000021945083],"domain_scores_gemma":[0.9998142,0.000096724696,0.00002561461,0.0000061202177,0.00004997518,0.000007349881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036590887,0.0006184239,0.00054277806,0.00034196774,0.0003757992,0.0006049007,0.0006525612,0.0011185553,0.0009547914],"category_scores_gemma":[0.00057843816,0.0003231785,0.0005906071,0.0003157378,0.00036183608,0.000597396,0.00041428313,0.00062849285,0.00011921168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024035186,0.000025285097,0.00064602774,0.000039163708,0.000015522499,0.000049655377,0.000022158072,0.9922117,0.0020792729,0.000762026,0.00008395515,0.0040412717],"study_design_scores_gemma":[6.6150363e-7,0.000005656983,0.000047419715,0.0000011445509,0.000001058697,0.0000017392368,0.0000018766846,0.9996815,0.000158263,0.000065231776,0.000034542725,0.0000010390579],"about_ca_topic_score_codex":0.008884206,"about_ca_topic_score_gemma":0.004667295,"teacher_disagreement_score":0.008884206,"about_ca_system_score_codex":0.0006687686,"about_ca_system_score_gemma":0.0007067342,"threshold_uncertainty_score":0.017664969},"labels":[],"label_agreement":null},{"id":"W4399982402","doi":"10.1080/10407782.2024.2368273","title":"Computational micropolar model of hybrid nanofluid flow across a wedge","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Nanofluid; Wedge (geometry); Mechanics; Flow (mathematics); Materials science; Geology; Physics; Mathematics; Geometry; Heat transfer","score_opus":0.015035294129935145,"score_gpt":0.25135381619635894,"score_spread":0.2363185220664238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399982402","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41369236,0.0016173696,0.50811106,0.0013196432,0.00028681793,0.00035179206,0.002317512,0.000653971,0.071649425],"genre_scores_gemma":[0.9109819,0.00075553765,0.049513917,0.00025414195,0.00007467164,0.0008047398,0.0011710805,0.0001270508,0.03631691],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989116,0.000020502766,0.0000064109104,0.000027767981,0.000029757019,0.000024339583],"domain_scores_gemma":[0.9998567,0.000055929722,0.00002469184,0.000011398324,0.000030910072,0.000020365069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015944694,0.0005632248,0.00066973205,0.0003930514,0.0005582841,0.0008614701,0.0012549758,0.0018142072,0.003557644],"category_scores_gemma":[0.00042808437,0.00033331945,0.0006759962,0.00035076833,0.0006754987,0.0005105328,0.0007818226,0.00066218415,0.00045145198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008120689,0.00006122509,0.0010356925,0.000107849446,0.000016788877,0.00039197152,0.00008778808,0.97041065,0.010142061,0.014091342,0.0006346573,0.0029387258],"study_design_scores_gemma":[0.000010369351,0.000016665723,0.0001410843,0.0000050605727,0.0000024360074,0.000031199248,0.000013519772,0.99800867,0.00045152745,0.00073889195,0.00057613547,0.000004478769],"about_ca_topic_score_codex":0.0068280734,"about_ca_topic_score_gemma":0.0024750566,"teacher_disagreement_score":0.0068280734,"about_ca_system_score_codex":0.0007075209,"about_ca_system_score_gemma":0.00095762004,"threshold_uncertainty_score":0.013576627},"labels":[],"label_agreement":null},{"id":"W4400426897","doi":"10.1080/10407782.2024.2375322","title":"A comparative study of heat absorption and chemical reaction on MHD flow with fractional derivatives","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Magnetohydrodynamics; Chemical reaction; Mechanics; Flow (mathematics); Thermodynamics; Chemistry; Materials science; Physics; Organic chemistry; Plasma; Nuclear physics","score_opus":0.020477640367409594,"score_gpt":0.26131467640068123,"score_spread":0.24083703603327164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400426897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7480377,0.004301612,0.22916347,0.0005350403,0.00020602769,0.000046689278,0.00006648027,0.00038583844,0.0172571],"genre_scores_gemma":[0.9938174,0.00037357942,0.005038169,0.000013286136,0.0000225612,0.000005751808,0.000011648428,0.000014877099,0.0007027455],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977165,0.00006154351,0.000008639334,0.0000282013,0.00009694212,0.00003316992],"domain_scores_gemma":[0.99954337,0.000309591,0.000042613185,0.000041052008,0.000045918623,0.000017406119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005490609,0.0003546307,0.00041317465,0.00057468814,0.00041258725,0.00065340725,0.0003469485,0.000493578,0.00067128456],"category_scores_gemma":[0.001490363,0.00013461229,0.000500209,0.0003953997,0.000904879,0.0008560744,0.00039284726,0.00034158523,0.00006889697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009200705,0.0002077491,0.0065796813,0.0008353539,0.00008530674,0.0009475261,0.00062541553,0.6232433,0.20255692,0.075056896,0.0007012666,0.08824054],"study_design_scores_gemma":[0.000016757234,0.000099252225,0.0015729179,0.000011313398,0.000016583834,0.00010630625,0.000044632845,0.9681106,0.024927542,0.0032822122,0.0017901148,0.000021862099],"about_ca_topic_score_codex":0.0019430205,"about_ca_topic_score_gemma":0.00044897315,"teacher_disagreement_score":0.0019430205,"about_ca_system_score_codex":0.000544011,"about_ca_system_score_gemma":0.00026876663,"threshold_uncertainty_score":0.003947079},"labels":[],"label_agreement":null}]}