{"meta":{"query_hash":"0e2eab0c4e15","filters":{"venue":"Proceeding of International Heat Transfer Conference 12"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/0e2eab0c4e15","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceeding+of+International+Heat+Transfer+Conference+12"},"results":[{"id":"W2944840679","doi":"10.1615/ihtc12.4680","title":"The horizontal anisotropic porous layer saturated with water near 4°C - A peculiar stability problem","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Fluid Dynamics Simulations and Interactions","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":"Polytechnique Montréal","funders":"","keywords":"Porosity; Anisotropy; Layer (electronics); Porous medium; Stability (learning theory); Geology; Materials science; Geotechnical engineering; Optics; Physics; Composite material; Computer science","score_opus":0.021913374724559443,"score_gpt":0.21259908658735918,"score_spread":0.19068571186279973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944840679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97243565,0.000051399322,0.010530597,0.00055599015,0.0002627691,0.00026339092,0.00003508195,0.0001260077,0.01573912],"genre_scores_gemma":[0.9990941,0.000075790595,0.00057012815,0.000008616802,0.00004477251,0.000042635624,0.000022372431,0.000021191901,0.000120385026],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990653,0.0000073329365,0.00029200807,0.00016684561,0.00025001977,0.00021851568],"domain_scores_gemma":[0.999442,0.000033697706,0.0000056815684,0.00009797868,0.00037146086,0.0000492187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062218234,0.00015812936,0.00013038146,0.000051567473,0.00015927458,0.00015204372,0.00021272857,0.000047737136,0.00054553314],"category_scores_gemma":[0.000005624908,0.00009871376,0.00005014378,0.0000781742,0.00009975036,0.00035771946,0.000012024066,0.00020831786,0.0000196118],"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":[0.00057591463,0.00086988084,0.06173736,0.00048038203,0.0015597343,0.000016291475,0.022024265,0.05258974,0.74364346,0.107293725,0.0009683983,0.008240852],"study_design_scores_gemma":[0.000680135,0.00021518886,0.0017629234,0.00010173474,0.000031776104,0.000028530849,0.00049047114,0.953855,0.04019575,0.0003731673,0.0020001936,0.00026517504],"about_ca_topic_score_codex":0.000057708323,"about_ca_topic_score_gemma":0.00011518325,"teacher_disagreement_score":0.9012652,"about_ca_system_score_codex":0.00008678834,"about_ca_system_score_gemma":0.000016755499,"threshold_uncertainty_score":0.59732056},"labels":[],"label_agreement":null},{"id":"W2944896618","doi":"10.1615/ihtc12.5090","title":"Velocity Field Bimodality in an Axisymmetric Diffusion Flame Combustor","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Combustor; Diffusion flame; Rotational symmetry; Bimodality; Diffusion; Mechanics; Field (mathematics); Materials science; Combustion; Physics; Mathematics; Chemistry; Thermodynamics","score_opus":0.03357447789178862,"score_gpt":0.2405995277375824,"score_spread":0.20702504984579378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944896618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96323836,0.000043812688,0.027573952,0.000288481,0.00039749354,0.00012542945,0.000017632074,0.0001074478,0.0082073845],"genre_scores_gemma":[0.999389,0.00017973753,0.00025044256,0.000040541785,0.000051307856,0.000013447146,0.000015991733,0.000013684849,0.000045874418],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905825,0.000009157673,0.0003243125,0.0001760602,0.00026219015,0.0001700408],"domain_scores_gemma":[0.9996258,0.00005035445,0.000006309716,0.00008468951,0.00016004907,0.00007277964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010888426,0.00014106203,0.00018133831,0.0003333328,0.000026105938,0.000037867052,0.00027548155,0.00009063844,0.0006133406],"category_scores_gemma":[0.00003275248,0.00015102257,0.00005306647,0.00023895514,0.000031527394,0.0002866351,0.000016368072,0.0002476178,0.000008905634],"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":[0.00020091994,0.0014355232,0.71193963,0.0007123424,0.00014592115,0.000015175238,0.009173227,0.007718443,0.07141095,0.07348244,0.00041372003,0.123351686],"study_design_scores_gemma":[0.0006300199,0.000077332996,0.045563724,0.00010654844,0.0000069681446,0.0000034040156,0.00016645335,0.94725335,0.00543553,0.00044191888,0.00011333325,0.00020139919],"about_ca_topic_score_codex":0.000059267753,"about_ca_topic_score_gemma":0.000104919876,"teacher_disagreement_score":0.9395349,"about_ca_system_score_codex":0.00008553096,"about_ca_system_score_gemma":0.000010426249,"threshold_uncertainty_score":0.67156494},"labels":[],"label_agreement":null},{"id":"W2945129006","doi":"10.1615/ihtc12.1800","title":"The Development of Three-Dimensional, Unsteady Natural Convection in a Horizontal Enclosure with a Partially Heated Lower Surface and Cooled Vertical Side Walls","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Geothermal Energy Systems and Applications","field":"Energy","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":"Queen's University","funders":"","keywords":"Enclosure; Natural convection; Mechanics; Geology; Surface (topology); Development (topology); Convection; Geometry; Engineering; Physics; Electrical engineering; Mathematics","score_opus":0.024782586035789464,"score_gpt":0.22836158794304348,"score_spread":0.20357900190725403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945129006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99687,0.00012035622,0.0006846798,0.00054610154,0.0001001882,0.00019703276,0.0000041374956,0.000020012996,0.0014575277],"genre_scores_gemma":[0.9995364,0.00001385071,0.0002688512,0.000012694942,0.000021560998,0.000043171014,0.000007803041,0.000012196716,0.000083476254],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987933,0.000016079732,0.0004546664,0.00021626323,0.00034293035,0.00017678404],"domain_scores_gemma":[0.9994425,0.000085121574,0.00001930751,0.000067634486,0.00033395595,0.000051447183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015123627,0.00014736337,0.00020028223,0.000044842945,0.00008490721,0.000029809948,0.00015187416,0.000059854672,0.00006942755],"category_scores_gemma":[0.000013785617,0.00010258571,0.000032794447,0.00011782456,0.00013245954,0.0001235805,0.00001759488,0.00014030239,0.0000029926389],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001856257,0.0010404175,0.11425943,0.00018871018,0.00075077754,0.000008612471,0.005603121,0.014805986,0.67832905,0.17547113,0.000030391473,0.0076561267],"study_design_scores_gemma":[0.007027524,0.00084365316,0.14885937,0.0017569421,0.00010371956,0.00009260091,0.0014421276,0.4188819,0.41722697,0.0008967052,0.0018904033,0.0009781036],"about_ca_topic_score_codex":0.00097625185,"about_ca_topic_score_gemma":0.008272629,"teacher_disagreement_score":0.4040759,"about_ca_system_score_codex":0.000044128243,"about_ca_system_score_gemma":0.00007516315,"threshold_uncertainty_score":0.4616321},"labels":[],"label_agreement":null},{"id":"W2945207063","doi":"10.1615/ihtc12.3300","title":"Measurement of convective heat transfer rates by laser interferometry","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Interferometry; Convection; Laser; Materials science; Convective heat transfer; Heat transfer; Optics; Mechanics; Physics","score_opus":0.03492648855620827,"score_gpt":0.23306632645323416,"score_spread":0.19813983789702588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945207063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62448424,0.00073766086,0.3531583,0.00045664853,0.000616689,0.00048848515,0.00018158671,0.00018268621,0.019693725],"genre_scores_gemma":[0.99898577,0.0006664168,0.00012035643,0.000027798442,0.00005089775,0.000047496964,0.000026735237,0.00004112841,0.00003337975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99816537,0.000018362402,0.0006263895,0.00027348447,0.00064230576,0.00027409903],"domain_scores_gemma":[0.99904895,0.00003872863,0.0000028976142,0.0000994308,0.00069953565,0.000110462606],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020495853,0.00028514015,0.00038835593,0.00027502357,0.00003546517,0.000037170557,0.00031509693,0.0001225406,0.0010460187],"category_scores_gemma":[0.000019120242,0.0002866051,0.00013795606,0.00022503555,0.000103288534,0.0004025056,0.000007499621,0.00023289384,0.000010621144],"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":[0.00019351832,0.00055529963,0.012956203,0.0009706718,0.00084199576,0.0000025824638,0.005847123,0.0054657585,0.96684337,0.002518929,0.0009876234,0.0028169183],"study_design_scores_gemma":[0.0011994046,0.00018132717,0.00059652183,0.0004619404,0.000059187332,0.000006390973,0.00031458063,0.07047085,0.9261856,0.00007107318,0.0001556871,0.0002974302],"about_ca_topic_score_codex":0.00004027986,"about_ca_topic_score_gemma":0.000017376684,"teacher_disagreement_score":0.37450156,"about_ca_system_score_codex":0.000112338705,"about_ca_system_score_gemma":0.000024648052,"threshold_uncertainty_score":0.99995863},"labels":[],"label_agreement":null},{"id":"W2945216600","doi":"10.1615/ihtc12.1960","title":"Measurement of the spanwise free convective heat transfer distribution on an inclined upward-facing heated plate","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Heat transfer; Mechanics; Convective heat transfer; Convection; Materials science; Physics","score_opus":0.03974135794296826,"score_gpt":0.2302918177538313,"score_spread":0.19055045981086305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945216600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79828346,0.000079163474,0.19609474,0.0005289319,0.00055587385,0.00057908613,0.00032745206,0.0001595152,0.0033917904],"genre_scores_gemma":[0.99954206,0.00013929102,0.0000657105,0.000033480726,0.000072018076,0.000044321983,0.00005839822,0.00003571873,0.000008998527],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979045,0.000038751743,0.000634292,0.0003045716,0.00083010393,0.00028781663],"domain_scores_gemma":[0.99893206,0.00003445641,0.0000048447896,0.00020655496,0.00071042107,0.00011165616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002886084,0.00029976887,0.00034444316,0.00014007173,0.00009591833,0.000040110717,0.00047462338,0.00013805811,0.00022196573],"category_scores_gemma":[0.000041402218,0.00025416858,0.00015518535,0.00023895637,0.00010596678,0.0003928151,0.000012856015,0.00031255998,0.00000386647],"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":[0.0007288443,0.0010282404,0.019826077,0.00084284844,0.0007911101,0.0000035533978,0.011340522,0.1315095,0.8161591,0.014463727,0.00020644133,0.0031000192],"study_design_scores_gemma":[0.0019560196,0.0002648949,0.00719848,0.0007355543,0.000079878184,0.0000056980857,0.00019755216,0.24787267,0.7411315,0.00019357722,0.000053129563,0.00031107565],"about_ca_topic_score_codex":0.000099715486,"about_ca_topic_score_gemma":0.00008522952,"teacher_disagreement_score":0.2012586,"about_ca_system_score_codex":0.00021213542,"about_ca_system_score_gemma":0.000043471864,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W2945218466","doi":"10.1615/ihtc12.200","title":"Numerical Studies of Solid Oxide Fuel Cells","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fuel cells; Materials science; Oxide; Solid oxide fuel cell; Computer science; Nuclear engineering; Chemical engineering; Chemistry; Engineering; Metallurgy; Anode; Physical chemistry; Electrode","score_opus":0.0814905849889547,"score_gpt":0.3238010573551972,"score_spread":0.2423104723662425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945218466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579605,0.0008407378,0.025176631,0.00042499922,0.0013427539,0.00034313928,0.00013201441,0.00007723764,0.01370202],"genre_scores_gemma":[0.9943918,0.00067167246,0.004348387,0.00006290883,0.00008393835,0.000028788556,0.0000026616287,0.000018303297,0.00039156113],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99799657,0.000019151523,0.0006963462,0.00034659146,0.00066056696,0.00028078677],"domain_scores_gemma":[0.9988609,0.00012867588,0.00005196585,0.00013654138,0.0007473538,0.000074576565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022557196,0.00020851423,0.00042156363,0.00013035753,0.000042591575,0.000020930696,0.0005841972,0.00005628351,0.0021180522],"category_scores_gemma":[0.000081676575,0.00019123996,0.0000961004,0.000113581176,0.000316888,0.00040652294,0.000060566326,0.00012255664,0.00007709091],"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":[0.000051162504,0.00020757774,0.0016230581,0.0002816187,0.00007000185,0.000002280997,0.00235413,0.00030995707,0.9900849,0.0045239227,0.00024152458,0.0002498959],"study_design_scores_gemma":[0.00047638995,0.00011783554,0.00014266315,0.0002537044,0.000025917641,0.0000056691792,0.0008028278,0.0024981974,0.99322397,0.0018335686,0.00043115177,0.00018813163],"about_ca_topic_score_codex":0.000017343818,"about_ca_topic_score_gemma":0.0000020934795,"teacher_disagreement_score":0.036431313,"about_ca_system_score_codex":0.000063502666,"about_ca_system_score_gemma":0.000029368817,"threshold_uncertainty_score":0.99879414},"labels":[],"label_agreement":null},{"id":"W2945219135","doi":"10.1615/ihtc12.620","title":"Laminar Film Condensation from Vapour-gas Mixtures in Downward-inclined Parallel-plate Channels","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Laminar flow; Condensation; Materials science; Mechanics; Thermodynamics; Physics","score_opus":0.06283662271402865,"score_gpt":0.2807432769318037,"score_spread":0.21790665421777503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945219135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704556,0.00006936275,0.021374732,0.0012906024,0.00039871762,0.00029485274,0.000087946115,0.00005368964,0.005974523],"genre_scores_gemma":[0.9964194,0.00013559133,0.0027633323,0.000055671706,0.00013073748,0.00004024087,0.000041134743,0.000023685207,0.00039015245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99847215,0.000026706375,0.00056566513,0.00030644095,0.00039408565,0.0002349676],"domain_scores_gemma":[0.9992866,0.00021300153,0.000037576534,0.000115166535,0.00028173983,0.00006591534],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002486896,0.00021798379,0.000329382,0.0002069874,0.000038010618,0.000056071098,0.00035471277,0.00012766887,0.0013524691],"category_scores_gemma":[0.00012389921,0.00020768319,0.00009507316,0.00008697381,0.00007450144,0.00017307504,0.000029202263,0.00022647082,0.000015963296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005261205,0.0012198843,0.023656482,0.00034946096,0.00034634402,0.00003859049,0.02229546,0.0009972774,0.059041418,0.886942,0.0005657251,0.004021221],"study_design_scores_gemma":[0.0033670564,0.0002078919,0.0032360696,0.00085925945,0.000077983605,0.0000169734,0.0009132011,0.3099265,0.019932898,0.6606995,0.00021228145,0.00055038254],"about_ca_topic_score_codex":0.00013586789,"about_ca_topic_score_gemma":0.000052484193,"teacher_disagreement_score":0.3089292,"about_ca_system_score_codex":0.00005105598,"about_ca_system_score_gemma":0.000023636709,"threshold_uncertainty_score":0.9995604},"labels":[],"label_agreement":null},{"id":"W2945418091","doi":"10.1615/ihtc12.2570","title":"The effect of insoluble surfactants on the motion and deformation of interacting bubbles","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Deformation (meteorology); Motion (physics); Materials science; Mechanics; Classical mechanics; Physics; Composite material","score_opus":0.01690268722800332,"score_gpt":0.20901692182823867,"score_spread":0.19211423460023536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945418091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99183923,0.00007960745,0.0033093144,0.00011996555,0.00019078286,0.0001227412,0.000007430419,0.000013879125,0.0043170643],"genre_scores_gemma":[0.9997239,0.00020808549,0.000026932477,0.00000214896,0.000013171843,0.0000076124456,0.0000022724776,0.0000070915257,0.000008757796],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943435,0.0000070922356,0.00024960385,0.00005997969,0.00016925973,0.0000797222],"domain_scores_gemma":[0.99960154,0.00021405079,0.000015240956,0.00004387223,0.00011173857,0.0000135549535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329987,0.0000798935,0.00010715783,0.000057778598,0.00004274725,0.000024415365,0.00013109657,0.000025980253,0.00002195713],"category_scores_gemma":[0.00004656509,0.000049482664,0.000033432094,0.000047940808,0.00004296806,0.0001695706,0.000009826462,0.00009666688,6.755056e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002985955,0.000098418095,0.12536635,0.0014696049,0.00049436267,5.499336e-7,0.012092099,0.01646124,0.66929823,0.10347171,0.00009546736,0.07085339],"study_design_scores_gemma":[0.00024328224,0.00011223671,0.0026134972,0.0003420036,0.00001108391,0.000002648713,0.00024996325,0.75740343,0.2387984,0.00015256723,0.000015760821,0.00005512026],"about_ca_topic_score_codex":0.000022015136,"about_ca_topic_score_gemma":0.00000975545,"teacher_disagreement_score":0.7409422,"about_ca_system_score_codex":0.000019159113,"about_ca_system_score_gemma":0.0000026170296,"threshold_uncertainty_score":0.20178445},"labels":[],"label_agreement":null},{"id":"W2945557149","doi":"10.1615/ihtc12.2550","title":"Effects of surface evaporation on temperature oscillation frequency and surface flow in Marangoni Convection of an intermediate Prandtl number fluid","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Prandtl number; Marangoni effect; Evaporation; Oscillation (cell signaling); Mechanics; Convection; Marangoni number; Materials science; Flow (mathematics); Surface (topology); Thermodynamics; Physics; Chemistry; Mathematics; Geometry","score_opus":0.009414390620691887,"score_gpt":0.20925237245870432,"score_spread":0.19983798183801244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945557149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972638,0.000112239,0.0008528984,0.00005264327,0.00033602424,0.00028783822,0.00003839843,0.00003039076,0.0010257539],"genre_scores_gemma":[0.99917626,0.00038514184,0.00032774347,0.0000053611316,0.000028773045,0.000007053597,0.000035218272,0.000017333534,0.000017125776],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903166,0.000017855324,0.00038933594,0.00018257761,0.0002610234,0.00011752027],"domain_scores_gemma":[0.9995868,0.00006028617,0.00001879347,0.000060455608,0.00023267738,0.00004094718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013356729,0.0001578433,0.00023692632,0.00011361619,0.000015815021,0.000021449463,0.000104130944,0.000108168475,0.0000680966],"category_scores_gemma":[0.00002268349,0.00015875656,0.000039314997,0.00012430211,0.00004909308,0.0003589443,0.0000061712485,0.00014983531,0.0000015459442],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013035063,0.00018585875,0.04653179,0.0008875236,0.00007099268,0.0000018203623,0.0025652838,0.05912187,0.8854763,0.0040405355,0.000012945421,0.00097471254],"study_design_scores_gemma":[0.001007869,0.00015831197,0.018806733,0.00045424688,0.000014951542,0.000003423423,0.00003400586,0.82560736,0.15352297,0.00025211705,0.0000026356456,0.00013534886],"about_ca_topic_score_codex":0.00005993151,"about_ca_topic_score_gemma":0.000038300605,"teacher_disagreement_score":0.7664855,"about_ca_system_score_codex":0.000047424484,"about_ca_system_score_gemma":0.0000130850985,"threshold_uncertainty_score":0.6473905},"labels":[],"label_agreement":null},{"id":"W2945865193","doi":"10.1615/ihtc12.720","title":"Laboratory Measurements and Benchmarking of an Advanced Hygrothermal Model","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":25,"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":"Benchmarking; Computer science; Business","score_opus":0.049881242172122114,"score_gpt":0.23414259472439897,"score_spread":0.18426135255227685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945865193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911207,0.00013912517,0.0040886365,0.000032386462,0.00016039649,0.0001513561,0.000041189927,0.00006950423,0.0041967384],"genre_scores_gemma":[0.9971067,0.00010529327,0.0026629998,0.000015420701,0.000045777128,0.000020241741,0.0000025031586,0.00002880623,0.000012292955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990389,0.000008847614,0.0003380719,0.00016149173,0.00029646483,0.0001562244],"domain_scores_gemma":[0.9996101,0.00001002864,0.000011825287,0.00007416292,0.00023376098,0.00006010905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016068385,0.0001495247,0.00021032666,0.000108725166,0.000024449546,0.000028939663,0.00022253336,0.000051833493,0.00024603118],"category_scores_gemma":[0.000011653707,0.00015128143,0.00002819916,0.00004405093,0.00006884064,0.0005204959,0.000014241425,0.00007775387,0.0000014809831],"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":[0.00003681199,0.000039378276,0.0017478017,0.00021449302,0.000059125414,3.209838e-7,0.0009940567,0.025185188,0.9671257,0.00033699317,0.0000065763834,0.004253566],"study_design_scores_gemma":[0.0004400382,0.000061866886,0.00042328038,0.00023965599,0.000011333771,0.0000016167812,0.000042763906,0.4948387,0.5037027,0.000076796605,0.000018910569,0.00014233647],"about_ca_topic_score_codex":0.000008889161,"about_ca_topic_score_gemma":0.000002997458,"teacher_disagreement_score":0.46965352,"about_ca_system_score_codex":0.000027570934,"about_ca_system_score_gemma":0.000012075583,"threshold_uncertainty_score":0.6169078},"labels":[],"label_agreement":null},{"id":"W2945878924","doi":"10.1615/ihtc12.3010","title":"Enhancement of the Heat Transfer from Flat Surface to Impinging Round Jet Using Triangular Tabs","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Heat transfer; Jet (fluid); Materials science; Surface (topology); Mechanics; Optics; Physics; Geometry; Mathematics","score_opus":0.04907161809892998,"score_gpt":0.2481446303584583,"score_spread":0.1990730122595283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945878924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7186312,0.00017944796,0.27786854,0.00034682706,0.00071438367,0.00046162604,0.00012481975,0.00007277464,0.0016003643],"genre_scores_gemma":[0.99790895,0.000094629366,0.0016616,0.00006634453,0.00012156985,0.000026182905,0.000011613396,0.00006361053,0.000045470017],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99754626,0.000026737038,0.00080775743,0.0003977614,0.00077620725,0.00044527603],"domain_scores_gemma":[0.9992295,0.000079197496,0.0000049582,0.00023606465,0.00029819884,0.00015209107],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024331227,0.0003828851,0.00050301634,0.00018230024,0.00008422336,0.00006910305,0.0007018848,0.00013621316,0.0014014122],"category_scores_gemma":[0.000018625426,0.00034091613,0.00023073486,0.0003103702,0.00006767637,0.00037016973,0.000028663968,0.00030160905,0.000015795044],"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":[0.00004172516,0.000060486786,0.0014194532,0.00013850263,0.00020226839,0.000001452931,0.0042826673,0.0065975757,0.9845851,0.002168962,0.000022344553,0.00047943785],"study_design_scores_gemma":[0.0008136261,0.00006653036,0.00024621005,0.0006795122,0.00007380556,0.0000051453967,0.0002851911,0.1346167,0.862522,0.0002214482,0.00016701058,0.00030278586],"about_ca_topic_score_codex":0.0002645084,"about_ca_topic_score_gemma":0.00006028367,"teacher_disagreement_score":0.27927777,"about_ca_system_score_codex":0.00020339043,"about_ca_system_score_gemma":0.00004832947,"threshold_uncertainty_score":0.9999043},"labels":[],"label_agreement":null},{"id":"W2945889981","doi":"10.1615/ihtc12.5340","title":"A New Infrared Based Periodic Experimental Technique for Measuring Local Heat Transfer Coefficients","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Radiative Heat Transfer Studies","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":"National Research Council Canada; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Infrared; Heat transfer; Materials science; Computer science; Optics; Physics; Mechanics","score_opus":0.047902799325126054,"score_gpt":0.2527625009053767,"score_spread":0.20485970158025066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945889981","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06629198,0.0007355756,0.9245597,0.00020966443,0.00038237448,0.0010858873,0.000121313766,0.00026418653,0.0063493215],"genre_scores_gemma":[0.99688905,0.00009231211,0.0021234886,0.00004631438,0.00011598861,0.000582701,0.000019142286,0.00007300316,0.00005802395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99797606,0.000013572843,0.0005865342,0.0004108699,0.0005607806,0.0004522033],"domain_scores_gemma":[0.9993249,0.00008016321,0.0000027654967,0.00010838308,0.000304127,0.00017963951],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013945093,0.00041456442,0.0004553993,0.00033822397,0.00012327923,0.00007272538,0.0004344804,0.00013745103,0.0005861087],"category_scores_gemma":[0.000015634781,0.00044022143,0.00022748562,0.00019176649,0.00015272947,0.00034145702,0.000011050032,0.00024647044,0.0000083554705],"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":[0.00031205162,0.0004347241,0.0031810647,0.0007311239,0.0004587688,0.0000050327867,0.010011612,0.00921795,0.9672852,0.004347602,0.0006893965,0.0033254821],"study_design_scores_gemma":[0.0023447236,0.00026550866,0.00043283685,0.00044956963,0.000043558302,0.000009089552,0.0005472498,0.13818847,0.8563579,0.00006518911,0.0008404332,0.00045551205],"about_ca_topic_score_codex":0.000035431036,"about_ca_topic_score_gemma":0.000014398543,"teacher_disagreement_score":0.93059707,"about_ca_system_score_codex":0.00023433667,"about_ca_system_score_gemma":0.00006756592,"threshold_uncertainty_score":0.999805},"labels":[],"label_agreement":null},{"id":"W2946063838","doi":"10.1615/ihtc12.80","title":"Free Surface Deformation in Oscillatory Thermocapillary Convection in a Rectangular Cavity","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mechanics; Deformation (meteorology); Convection; Materials science; Free surface; Surface (topology); Natural convection; Optics; Physics; Geometry; Composite material; Mathematics","score_opus":0.03799760270781998,"score_gpt":0.23864369231973875,"score_spread":0.20064608961191877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946063838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98583364,0.00011693391,0.0011200507,0.00047857815,0.00029224635,0.00022378263,0.000025330119,0.000040809406,0.0118686],"genre_scores_gemma":[0.999537,0.00013382196,0.00013635967,0.000050155755,0.000034883207,0.00002506405,0.000009044526,0.000009423085,0.00006423904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987485,0.0000367613,0.00044491776,0.00023370882,0.0003518923,0.00018422892],"domain_scores_gemma":[0.99958783,0.00003815016,0.0000248024,0.000114219314,0.00018895503,0.00004604124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039426936,0.00012484861,0.0001764077,0.00018802339,0.000033505556,0.00004094054,0.00031430088,0.000070327376,0.0010557866],"category_scores_gemma":[0.00005585588,0.00012495536,0.00003717367,0.00019473916,0.00007423825,0.0004949047,0.000023499933,0.00013159661,0.000028737111],"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":[0.00007316414,0.0001591066,0.048705127,0.00007530536,0.0000063587504,0.0000010228367,0.00652844,0.00018244123,0.9365792,0.0072174156,0.000049273476,0.00042312712],"study_design_scores_gemma":[0.004977969,0.00021663746,0.10847674,0.0008188967,0.000021882677,0.000041555828,0.004225464,0.059035234,0.80858487,0.011807536,0.0008524255,0.0009407932],"about_ca_topic_score_codex":0.00022542712,"about_ca_topic_score_gemma":0.00016310417,"teacher_disagreement_score":0.12799436,"about_ca_system_score_codex":0.00015118934,"about_ca_system_score_gemma":0.00003232085,"threshold_uncertainty_score":0.99985737},"labels":[],"label_agreement":null},{"id":"W2946261076","doi":"10.1615/ihtc12.1540","title":"Annular Two-Phase Heat-Transfer in Vertical Upward and Downward Flows","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Research Council (Canada)","funders":"","keywords":"Heat transfer; Mechanics; Phase (matter); Geology; Materials science; Environmental science; Physics","score_opus":0.03588608635832459,"score_gpt":0.2683686518026321,"score_spread":0.2324825654443075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946261076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704637,0.0007098772,0.020802183,0.00055013056,0.00032355497,0.00025477028,0.000060726736,0.00014732928,0.00668774],"genre_scores_gemma":[0.9983852,0.001166074,0.00018938421,0.00004702745,0.000103754355,0.00005136142,0.000010977027,0.000032955257,0.000013251856],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99832386,0.000013333479,0.00054687494,0.00033547758,0.00038523247,0.00039521666],"domain_scores_gemma":[0.9995404,0.000055376284,7.302384e-7,0.000092162954,0.00017382036,0.00013751783],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001688578,0.0003021963,0.0004147537,0.0002641107,0.000053961823,0.000057645047,0.00023436174,0.00010421118,0.00030270717],"category_scores_gemma":[0.000019050332,0.0002965626,0.00009675025,0.00016053268,0.00012391392,0.00033850997,0.000013863593,0.00033938084,0.000012835339],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007030544,0.0019367029,0.15541202,0.002303626,0.0010093714,0.00012905204,0.034408364,0.005787109,0.72917366,0.0373569,0.00039922656,0.031380937],"study_design_scores_gemma":[0.0136204045,0.0007080257,0.011871786,0.0015878718,0.00019456321,0.000097585944,0.0011733021,0.67967296,0.28628212,0.001034215,0.002165166,0.0015920172],"about_ca_topic_score_codex":0.00006832407,"about_ca_topic_score_gemma":0.00010130131,"teacher_disagreement_score":0.6738858,"about_ca_system_score_codex":0.000059361933,"about_ca_system_score_gemma":0.000018640418,"threshold_uncertainty_score":0.9999486},"labels":[],"label_agreement":null},{"id":"W2946521254","doi":"10.1615/ihtc12.3640","title":"Effects of uniform rotation on a Germanium floating zone","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Germanium; Rotation (mathematics); Germanium compounds; Materials science; Optics; Computer science; Geodesy; Geology; Geometry; Physics; Optoelectronics; Mathematics; Silicon","score_opus":0.03349771060407259,"score_gpt":0.2217600137156443,"score_spread":0.18826230311157172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946521254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97847563,0.00003332981,0.002003417,0.0001490141,0.0002478016,0.00017480606,0.000027796646,0.000012298575,0.018875908],"genre_scores_gemma":[0.99960434,0.000030389827,0.00018038797,0.000032273074,0.00005546626,0.0000016595201,0.000023962639,0.0000026014716,0.00006890176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904084,0.000009157538,0.00022749107,0.000141523,0.00045424644,0.0001267584],"domain_scores_gemma":[0.9996037,0.000065444816,0.000020940694,0.000039444345,0.00022615925,0.00004431192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001084906,0.00009799682,0.00013530758,0.00010308811,0.00004131126,0.000021933445,0.00017166807,0.000031144606,0.0004867398],"category_scores_gemma":[0.000015418918,0.000088081215,0.00005188812,0.00008576194,0.00003624343,0.00018973208,0.0000029903651,0.00008860776,0.000027653221],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029902908,0.0006519853,0.70913225,0.001115486,0.00029196916,0.0000067520164,0.0074063097,0.001662548,0.15526642,0.028753137,0.000097757715,0.09531639],"study_design_scores_gemma":[0.0016890942,0.0007622496,0.48354617,0.0008236633,0.000053712112,0.000004405874,0.00033456448,0.087970026,0.42237034,0.0019840852,0.00012514244,0.00033654572],"about_ca_topic_score_codex":0.00040592367,"about_ca_topic_score_gemma":0.000061864936,"teacher_disagreement_score":0.26710394,"about_ca_system_score_codex":0.000004851995,"about_ca_system_score_gemma":0.000013774972,"threshold_uncertainty_score":0.53294593},"labels":[],"label_agreement":null},{"id":"W2946535052","doi":"10.1615/ihtc12.5400","title":"Separate Effects on Film-Boiling Heat Transfer","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Atomic Energy (Canada)","funders":"","keywords":"Boiling; Heat transfer; Boiling heat transfer; Computer science; Materials science; Nucleate boiling; Mechanics; Thermodynamics; Heat transfer coefficient; Physics","score_opus":0.03274065586494716,"score_gpt":0.24631861021525991,"score_spread":0.21357795435031274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946535052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.924152,0.0005134887,0.020215547,0.0005992174,0.0010883564,0.0003838029,0.000072074596,0.00040559412,0.052569874],"genre_scores_gemma":[0.99831533,0.00093916664,0.000102293714,0.000105310064,0.00024708727,0.00007992013,0.00001536571,0.000054423126,0.00014109176],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99811214,0.00001609893,0.00051951606,0.00037928502,0.000521526,0.00045144832],"domain_scores_gemma":[0.9993495,0.00016151751,0.0000015398001,0.00013018626,0.0002251973,0.0001321088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014577694,0.0004009915,0.00045398978,0.00026189676,0.00010521125,0.000068246285,0.0003648847,0.0001316323,0.00042671312],"category_scores_gemma":[0.000019131461,0.0003817267,0.00019896176,0.00017758987,0.000084027546,0.0002870473,0.000009235617,0.00038781916,0.000071015],"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":[0.00044679552,0.00090593356,0.019842159,0.0042684046,0.0021604088,0.00006760391,0.023549126,0.027139762,0.85967225,0.032315228,0.0021900225,0.027442314],"study_design_scores_gemma":[0.0020257735,0.00040309085,0.0018239357,0.001343761,0.0001052086,0.000018930006,0.0002410237,0.13148871,0.8600506,0.00032879107,0.0014123023,0.0007578528],"about_ca_topic_score_codex":0.000021026304,"about_ca_topic_score_gemma":0.000016642858,"teacher_disagreement_score":0.10434896,"about_ca_system_score_codex":0.000074932716,"about_ca_system_score_gemma":0.000017559909,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W2946605277","doi":"10.1615/ihtc12.2980","title":"Enhancement of the Heat Transfer from Flat Surface to Impinging Round Jet Using Concentric Trip Arrays","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Concentric; Jet (fluid); Heat transfer; Surface (topology); Mechanics; Materials science; Flat surface; Optics; Geometry; Physics; Composite material; Mathematics","score_opus":0.04852086278251677,"score_gpt":0.2455794297334966,"score_spread":0.19705856695097984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946605277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6754871,0.00018455715,0.3211392,0.00028731875,0.00076009386,0.00045855338,0.00011897426,0.00007121583,0.001492979],"genre_scores_gemma":[0.9981279,0.00018481517,0.0013724893,0.00007408381,0.00011876301,0.00002508655,0.000011523755,0.000059372735,0.00002597089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99743026,0.000028400804,0.0008376168,0.00041444018,0.00079836353,0.0004909384],"domain_scores_gemma":[0.99917537,0.000098456854,0.000005874847,0.00022171318,0.0003312162,0.00016737847],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021217573,0.00039779994,0.0005172687,0.00015875688,0.00009010029,0.000071198694,0.0007168061,0.0001345882,0.0009809383],"category_scores_gemma":[0.000019081564,0.00035460314,0.00022154549,0.00039539242,0.00007873896,0.00037241133,0.000026256675,0.00032463428,0.000012652927],"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":[0.00004220169,0.00006980949,0.003123301,0.00015048939,0.0001960456,0.0000014599075,0.0048410203,0.009513604,0.9792565,0.0022989893,0.000021821768,0.00048472648],"study_design_scores_gemma":[0.0008414406,0.00006672901,0.0002687297,0.0006554673,0.00007139345,0.0000054581637,0.00029134305,0.16702189,0.830159,0.00017314841,0.00013849488,0.00030692836],"about_ca_topic_score_codex":0.00021054232,"about_ca_topic_score_gemma":0.00003824639,"teacher_disagreement_score":0.32264078,"about_ca_system_score_codex":0.00025683525,"about_ca_system_score_gemma":0.000057920453,"threshold_uncertainty_score":0.9999323},"labels":[],"label_agreement":null},{"id":"W2946625932","doi":"10.1615/ihtc12.2090","title":"Laminar forced convection in two-dimensional impacting tee junctions","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mechanics; Laminar flow; Heat transfer coefficient; Heat transfer; Streamlines, streaklines, and pathlines; Forced convection; Shear stress; Heat flux; Materials science; Airflow; Reynolds number; Circulation (fluid dynamics); Convection; Thermodynamics; Turbulence; Physics","score_opus":0.03587631299127094,"score_gpt":0.25232412084971384,"score_spread":0.2164478078584429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946625932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441121,0.00006511933,0.024973717,0.0004584534,0.001355094,0.00031092367,0.000032443633,0.000265154,0.028426945],"genre_scores_gemma":[0.99897015,0.00004809407,0.00050985167,0.00003238872,0.00011911612,0.00005755801,0.000012788154,0.000036950936,0.0002130744],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984542,0.000013090854,0.0004947198,0.00025383304,0.00043335286,0.0003507819],"domain_scores_gemma":[0.9995016,0.000077869256,0.000006657087,0.00008420292,0.00023167266,0.00009798787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021628446,0.00022810683,0.00025804227,0.00039579006,0.000052118696,0.000042799693,0.00021023107,0.00008952121,0.0012106812],"category_scores_gemma":[0.00003282445,0.00024920455,0.000094957184,0.00022872987,0.000032671374,0.0004635663,0.000010434047,0.00036146777,0.00003979982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008079477,0.00025291307,0.023016093,0.00028625043,0.00024512014,0.000013119615,0.0038361903,0.019648468,0.92831117,0.019077975,0.00037005957,0.0048618633],"study_design_scores_gemma":[0.0022018547,0.00011996953,0.0020981103,0.0004842635,0.000039137263,0.00006464063,0.00043786282,0.65479267,0.33795562,0.0010589821,0.0002801538,0.0004667316],"about_ca_topic_score_codex":0.00008792981,"about_ca_topic_score_gemma":0.0001003381,"teacher_disagreement_score":0.63514423,"about_ca_system_score_codex":0.0002519947,"about_ca_system_score_gemma":0.000025412466,"threshold_uncertainty_score":0.999996},"labels":[],"label_agreement":null},{"id":"W2946658616","doi":"10.1615/ihtc12.3740","title":"Numerical analysis of laminar and turbulent flow regimes in developing mixed convection","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Laminar flow; Turbulence; Mechanics; Combined forced and natural convection; Convection; Flow (mathematics); Physics; Materials science; Natural convection","score_opus":0.021424057659996092,"score_gpt":0.21981082504785848,"score_spread":0.1983867673878624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946658616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548542,0.00019515055,0.04244804,0.00042023096,0.00016332489,0.00009526514,0.000012959674,0.00003463852,0.0017762206],"genre_scores_gemma":[0.9983792,0.00059438666,0.0009380595,0.000011240903,0.000015233401,0.000011628178,0.000015312375,0.000009387404,0.000025576725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992106,0.0000055295995,0.00032828673,0.00014951572,0.00018800315,0.00011805136],"domain_scores_gemma":[0.9997556,0.0000325,0.000007947735,0.00004401679,0.0001286781,0.000031217867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007202645,0.00011444571,0.0002529915,0.0004238906,0.000013060204,0.000017236094,0.00010791342,0.000051974508,0.000102796],"category_scores_gemma":[0.000009876197,0.000117551106,0.00006106645,0.00029090303,0.000034374443,0.00012807435,0.000007558078,0.00009174384,8.7064166e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019669521,0.00054499804,0.33424604,0.0015651234,0.0038291635,0.00002560006,0.015287484,0.43877423,0.040741872,0.14217371,0.000334752,0.022280343],"study_design_scores_gemma":[0.00028944653,0.000024666571,0.01359493,0.00012330397,0.00006117959,0.0000042211495,0.000052418665,0.9796101,0.005949457,0.00010414549,0.00007288953,0.000113250535],"about_ca_topic_score_codex":0.000048446534,"about_ca_topic_score_gemma":0.000025390911,"teacher_disagreement_score":0.54083586,"about_ca_system_score_codex":0.00004749251,"about_ca_system_score_gemma":0.0000083149735,"threshold_uncertainty_score":0.4793595},"labels":[],"label_agreement":null},{"id":"W2946699393","doi":"10.1615/ihtc12.2730","title":"Fluid flow and heat transfer modeling in rotating heat pipes","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Heat transfer; Mechanics; Fluid dynamics; Heat transfer fluid; Flow (mathematics); Thermal science; Materials science; Mechanical engineering; Critical heat flux; Heat transfer coefficient; Engineering; Physics","score_opus":0.04985867181969512,"score_gpt":0.24085492432358904,"score_spread":0.19099625250389393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946699393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094073,0.0012039617,0.08180734,0.00049917644,0.0002948029,0.00027439665,0.000046177956,0.00017576652,0.0062910323],"genre_scores_gemma":[0.9969925,0.0020194238,0.0006971233,0.00004149134,0.000112747606,0.00006460614,0.000010788545,0.00004423677,0.000017029972],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981367,0.000013939437,0.0006538831,0.00037633808,0.0003937374,0.00042539826],"domain_scores_gemma":[0.99953544,0.00007508292,9.530692e-7,0.00008686639,0.00019354298,0.000108132124],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002030748,0.00034465178,0.00044857524,0.00030994232,0.000087813656,0.00007587668,0.00024200071,0.00011632301,0.00016961743],"category_scores_gemma":[0.000019157014,0.00034720817,0.0001024615,0.00017434545,0.000084021376,0.00044438793,0.000013669085,0.00034239976,0.000005539434],"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":[0.00027617963,0.0006118572,0.07904037,0.003181933,0.0008527602,0.00003985226,0.06485331,0.32722417,0.471522,0.008642083,0.00011443656,0.04364105],"study_design_scores_gemma":[0.00099547,0.00007074637,0.00051016285,0.0006555588,0.00002896112,0.000015853524,0.0005438087,0.97008896,0.026481695,0.00022477325,0.000038495593,0.00034554087],"about_ca_topic_score_codex":0.00012243717,"about_ca_topic_score_gemma":0.00013621776,"teacher_disagreement_score":0.64286476,"about_ca_system_score_codex":0.000057797235,"about_ca_system_score_gemma":0.000018030802,"threshold_uncertainty_score":0.999898},"labels":[],"label_agreement":null},{"id":"W2946751553","doi":"10.1615/ihtc12.30","title":"Convective stability of vertical parallel flow in a uniformly heated enclosure","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Enclosure; Convective flow; Convection; Mechanics; Flow (mathematics); Stability (learning theory); Geology; Materials science; Computer science; Physics; Telecommunications","score_opus":0.026133773661692315,"score_gpt":0.21545169421705093,"score_spread":0.18931792055535862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946751553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817071,0.00009143978,0.008793079,0.00015733085,0.000184617,0.00019624448,0.000056398658,0.000045753062,0.008768035],"genre_scores_gemma":[0.9994147,0.00012324893,0.00037933871,0.000007620669,0.000018576186,0.000021486254,0.0000138027735,0.000012934702,0.000008304491],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989606,0.000007916532,0.0004202295,0.00016647633,0.0002641253,0.00018063281],"domain_scores_gemma":[0.99957854,0.000046606707,0.0000039441165,0.00007091477,0.00024500728,0.00005497258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112953465,0.00014424579,0.00024584055,0.00014232672,0.000011820192,0.000013200675,0.00020055303,0.00007865477,0.00052747346],"category_scores_gemma":[0.000025595953,0.00014294761,0.00006919241,0.00013144732,0.0000774266,0.00017857397,0.000012217034,0.00018797503,0.0000039207225],"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":[0.0005603018,0.0014037177,0.5623627,0.001378483,0.0006247002,0.000014804365,0.015599411,0.071179844,0.23092979,0.112235874,0.000121919824,0.0035884993],"study_design_scores_gemma":[0.0008011763,0.00007747266,0.010320376,0.00015246408,0.000010224242,0.0000027913225,0.00009047044,0.9616806,0.026163658,0.0005493194,0.000016328448,0.00013515622],"about_ca_topic_score_codex":0.000048758186,"about_ca_topic_score_gemma":0.000057035802,"teacher_disagreement_score":0.8905007,"about_ca_system_score_codex":0.000073460105,"about_ca_system_score_gemma":0.000020730282,"threshold_uncertainty_score":0.5829234},"labels":[],"label_agreement":null}]}