{"meta":{"query_hash":"72c2781257b3","filters":{"venue":"10th AIAA/ASME Joint Thermophysics and Heat Transfer Conference"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/72c2781257b3","api":"https://metacan.xera.ac/api/v1/cohort?venue=10th+AIAA%2FASME+Joint+Thermophysics+and+Heat+Transfer+Conference"},"results":[{"id":"W2092060643","doi":"10.2514/6.2010-5066","title":"The Effect of End Conditions on Laminar and Turbulent Natural Convective Flow in a High Aspect Ratio Enclosure","year":2010,"lang":"en","type":"article","venue":"10th AIAA/ASME Joint Thermophysics and Heat Transfer Conference","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Enclosure; Laminar flow; Turbulence; Mechanics; Aspect ratio (aeronautics); Flow (mathematics); Environmental science; Materials science; Physics; Engineering; Electrical engineering; Composite material","score_opus":0.0054024779659941945,"score_gpt":0.1982926120070613,"score_spread":0.1928901340410671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092060643","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":[0.99814475,0.000086651096,0.001023001,0.000009713819,0.000004900321,0.0000049243813,0.000028549359,0.000027990358,0.0006696782],"genre_scores_gemma":[0.99925286,0.000041410425,0.00046989406,0.00000432325,0.0000017946676,0.000002625802,0.000034497436,0.0000099225535,0.00018271101],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997563,0.00004692461,0.000016966742,0.00004068468,0.000058204132,0.00008097136],"domain_scores_gemma":[0.998516,0.0009272652,0.00019877544,0.00007259128,0.00011375862,0.0001715237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039641248,0.00047895353,0.0005529939,0.0003457588,0.00042482003,0.0009936701,0.00029549334,0.000539859,0.00074372836],"category_scores_gemma":[0.0015993753,0.00021953812,0.0004548821,0.00016165983,0.00064869435,0.00047623637,0.0005887064,0.00046438366,0.00012290842],"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":[0.00306985,0.0004202709,0.048245177,0.00032904465,0.000106318505,0.0026860912,0.00063591386,0.25487876,0.6720329,0.0013463811,0.00022962563,0.016019767],"study_design_scores_gemma":[0.00013326619,0.00434259,0.13685592,0.00008381061,0.00019337836,0.00058122363,0.0007171854,0.380373,0.47499505,0.0005913195,0.0009960661,0.00013723831],"about_ca_topic_score_codex":0.0011047617,"about_ca_topic_score_gemma":0.0011447278,"teacher_disagreement_score":0.0011047617,"about_ca_system_score_codex":0.00025912316,"about_ca_system_score_gemma":0.00019989336,"threshold_uncertainty_score":0.0024879575},"labels":[],"label_agreement":null},{"id":"W2124375008","doi":"10.2514/6.2010-5055","title":"Experimental Study of Droplet Motion and Thermocapillary Heat Transfer in a Closed Microchannel","year":2010,"lang":"en","type":"article","venue":"10th AIAA/ASME Joint Thermophysics and Heat Transfer Conference","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microchannel; Heat transfer; Mechanics; Materials science; Physics","score_opus":0.016387864370716848,"score_gpt":0.21177436030354013,"score_spread":0.19538649593282328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124375008","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":[0.99666995,0.00013528451,0.0021625839,0.000028671313,0.000020167286,0.000025325255,0.00009996321,0.00005397972,0.00080408534],"genre_scores_gemma":[0.9960122,0.00008005914,0.0029134704,0.000011769722,0.000012960036,0.000028773531,0.00006238771,0.000015953054,0.0008625423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996575,0.000035260007,0.000019015943,0.00012388403,0.000098875185,0.000065338914],"domain_scores_gemma":[0.99948174,0.00023418671,0.000060237573,0.00008727265,0.00008841844,0.000048129292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003649512,0.0003786556,0.0004695862,0.00019307726,0.00073392666,0.00035833294,0.0007365268,0.00060875557,0.0026454597],"category_scores_gemma":[0.0005979782,0.00027859161,0.00026896296,0.00023721783,0.0006623208,0.00068248954,0.0005318865,0.0004485879,0.0002427424],"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":[0.00029923965,0.00010340014,0.0004305945,0.000039651335,0.0000043728105,0.00009358313,0.00011202795,0.0002740402,0.996847,0.00021161711,0.00004675648,0.0015376396],"study_design_scores_gemma":[0.000051256797,0.00073480216,0.0029960722,0.0000029755358,0.000009138632,0.00009433495,0.0000658603,0.0053613028,0.9899447,0.000040746207,0.00068229245,0.000016631475],"about_ca_topic_score_codex":0.0008522008,"about_ca_topic_score_gemma":0.00058822066,"teacher_disagreement_score":0.0026454597,"about_ca_system_score_codex":0.00045659134,"about_ca_system_score_gemma":0.0003622211,"threshold_uncertainty_score":0.008849978},"labels":[],"label_agreement":null},{"id":"W2333506843","doi":"10.2514/6.2010-4895","title":"Chemically Reacting and Particle-Laden Multiphase Flow in an Molten Salt Vessel","year":2010,"lang":"en","type":"article","venue":"10th AIAA/ASME Joint Thermophysics and Heat Transfer Conference","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Molten salt; Particle (ecology); Multiphase flow; Flow (mathematics); Materials science; Metallurgy; Chemistry; Geology; Mechanics; Physics","score_opus":0.013543822913669606,"score_gpt":0.21517804524883224,"score_spread":0.20163422233516265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333506843","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":[0.9985312,0.000030583164,0.000704716,0.000040582392,0.000008476609,0.0000068396894,0.000015233223,0.000016845504,0.0006455045],"genre_scores_gemma":[0.99715865,0.000028639639,0.0011775675,0.00001386261,0.000007890425,0.0000044334956,0.000028849456,0.000010185799,0.0015699448],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987376,0.0000147574765,0.000007733084,0.000042418626,0.00004031441,0.000020971163],"domain_scores_gemma":[0.99984586,0.00005001458,0.000032360986,0.000010797159,0.00002051504,0.000040363833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022570346,0.0002734131,0.00055487565,0.00023753289,0.00077269395,0.0009024897,0.00043598577,0.00050769583,0.001113958],"category_scores_gemma":[0.00037052113,0.00018646404,0.00030063756,0.000133828,0.0007783029,0.0006930481,0.0005156757,0.00055268063,0.00015411923],"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":[0.0010458145,0.00017727377,0.0030660264,0.000052016454,0.000020476318,0.0004189942,0.00018810359,0.029110985,0.9596881,0.0032318842,0.00008453078,0.0029158306],"study_design_scores_gemma":[0.00018842389,0.0012756581,0.0054800506,0.000006523512,0.000030241841,0.000100952464,0.00011974782,0.32271257,0.66867065,0.00043071058,0.0009495788,0.0000348616],"about_ca_topic_score_codex":0.0037117852,"about_ca_topic_score_gemma":0.002119362,"teacher_disagreement_score":0.0037117852,"about_ca_system_score_codex":0.0010032782,"about_ca_system_score_gemma":0.00080086733,"threshold_uncertainty_score":0.0073803663},"labels":[],"label_agreement":null}]}