{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"0e2eab0c4e15","filters":{"venue":"Proceeding of International Heat Transfer Conference 12"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Benchmarking; Computer science; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.04988124217212211,"gpt":0.234142594724399,"spread":0.1842613525522769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001606838,0.0001495247,0.0002103267,0.0001087252,0.00002444955,0.00002893966,0.0002225334,0.00005183349,0.0002460312],"category_scores_gemma":[0.00001165371,0.0001512814,0.00002819916,0.00004405093,0.00006884064,0.0005204959,0.00001424142,0.00007775387,0.000001480983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002757093,"about_ca_system_score_gemma":0.00001207558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008889161,"about_ca_topic_score_gemma":0.000002997458,"domain_scores_codex":[0.9990389,0.000008847614,0.0003380719,0.0001614917,0.0002964648,0.0001562244],"domain_scores_gemma":[0.9996101,0.00001002864,0.00001182529,0.00007416292,0.000233761,0.00006010905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003681199,0.00003937828,0.001747802,0.000214493,0.00005912541,3.209838e-7,0.0009940567,0.02518519,0.9671257,0.0003369932,0.000006576383,0.004253566],"study_design_scores_gemma":[0.0004400382,0.00006186689,0.0004232804,0.000239656,0.00001133377,0.000001616781,0.00004276391,0.4948387,0.5037027,0.0000767966,0.00001891057,0.0001423365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911207,0.0001391252,0.004088636,0.00003238646,0.0001603965,0.0001513561,0.00004118993,0.00006950423,0.004196738],"genre_scores_gemma":[0.9971067,0.0001052933,0.002663,0.0000154207,0.00004577713,0.00002024174,0.000002503159,0.00002880623,0.00001229296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696535,"threshold_uncertainty_score":0.6169078,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.04985867181969512,"gpt":0.240854924323589,"spread":0.1909962525038939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002030748,0.0003446518,0.0004485752,0.0003099423,0.00008781366,0.00007587668,0.0002420007,0.000116323,0.0001696174],"category_scores_gemma":[0.00001915701,0.0003472082,0.0001024615,0.0001743454,0.00008402138,0.0004443879,0.00001366909,0.0003423998,0.000005539434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005779724,"about_ca_system_score_gemma":0.0000180308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224372,"about_ca_topic_score_gemma":0.0001362178,"domain_scores_codex":[0.9981367,0.00001393944,0.0006538831,0.0003763381,0.0003937374,0.0004253983],"domain_scores_gemma":[0.9995354,0.00007508292,9.530692e-7,0.00008686639,0.000193543,0.0001081321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002761796,0.0006118572,0.07904037,0.003181933,0.0008527602,0.00003985226,0.06485331,0.3272242,0.471522,0.008642083,0.0001144366,0.04364105],"study_design_scores_gemma":[0.00099547,0.00007074637,0.0005101628,0.0006555588,0.00002896112,0.00001585352,0.0005438087,0.970089,0.0264817,0.0002247732,0.00003849559,0.0003455409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094073,0.001203962,0.08180734,0.0004991764,0.0002948029,0.0002743966,0.00004617796,0.0001757665,0.006291032],"genre_scores_gemma":[0.9969925,0.002019424,0.0006971233,0.00004149134,0.0001127476,0.00006460614,0.00001078855,0.00004423677,0.00001702997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6428648,"threshold_uncertainty_score":0.999898,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Heat transfer; Mechanics; Convective heat transfer; Convection; Materials science; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03974135794296826,"gpt":0.2302918177538313,"spread":0.190550459810863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002886084,0.0002997689,0.0003444432,0.0001400717,0.00009591833,0.00004011072,0.0004746234,0.0001380581,0.0002219657],"category_scores_gemma":[0.00004140222,0.0002541686,0.0001551853,0.0002389564,0.0001059668,0.0003928151,0.00001285602,0.00031256,0.00000386647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121354,"about_ca_system_score_gemma":0.00004347186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009971549,"about_ca_topic_score_gemma":0.00008522952,"domain_scores_codex":[0.9979045,0.00003875174,0.000634292,0.0003045716,0.0008301039,0.0002878166],"domain_scores_gemma":[0.9989321,0.00003445641,0.00000484479,0.000206555,0.0007104211,0.0001116562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007288443,0.00102824,0.01982608,0.0008428484,0.0007911101,0.000003553398,0.01134052,0.1315095,0.8161591,0.01446373,0.0002064413,0.003100019],"study_design_scores_gemma":[0.00195602,0.0002648949,0.00719848,0.0007355543,0.00007987818,0.000005698086,0.0001975522,0.2478727,0.7411315,0.0001935772,0.00005312956,0.0003110757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7982835,0.00007916347,0.1960947,0.0005289319,0.0005558738,0.0005790861,0.0003274521,0.0001595152,0.00339179],"genre_scores_gemma":[0.9995421,0.000139291,0.0000657105,0.00003348073,0.00007201808,0.00004432198,0.00005839822,0.00003571873,0.000008998527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2012586,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02478258603578946,"gpt":0.2283615879430435,"spread":0.203579001907254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512363,0.0001473634,0.0002002822,0.00004484295,0.00008490721,0.00002980995,0.0001518742,0.00005985467,0.00006942755],"category_scores_gemma":[0.00001378562,0.0001025857,0.00003279445,0.0001178246,0.0001324595,0.0001235805,0.00001759488,0.0001403024,0.000002992639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004412824,"about_ca_system_score_gemma":0.00007516315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009762518,"about_ca_topic_score_gemma":0.008272629,"domain_scores_codex":[0.9987933,0.00001607973,0.0004546664,0.0002162632,0.0003429303,0.000176784],"domain_scores_gemma":[0.9994425,0.00008512157,0.00001930751,0.00006763449,0.0003339559,0.00005144718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001856257,0.001040417,0.1142594,0.0001887102,0.0007507775,0.000008612471,0.005603121,0.01480599,0.6783291,0.1754711,0.00003039147,0.007656127],"study_design_scores_gemma":[0.007027524,0.0008436532,0.1488594,0.001756942,0.0001037196,0.00009260091,0.001442128,0.4188819,0.417227,0.0008967052,0.001890403,0.0009781036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99687,0.0001203562,0.0006846798,0.0005461015,0.0001001882,0.0001970328,0.000004137496,0.000020013,0.001457528],"genre_scores_gemma":[0.9995364,0.00001385071,0.0002688512,0.00001269494,0.000021561,0.00004317101,0.000007803041,0.00001219672,0.00008347625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4040759,"threshold_uncertainty_score":0.4616321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02191337472455944,"gpt":0.2125990865873592,"spread":0.1906857118627997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006221823,0.0001581294,0.0001303815,0.00005156747,0.0001592746,0.0001520437,0.0002127286,0.00004773714,0.0005455331],"category_scores_gemma":[0.000005624908,0.00009871376,0.00005014378,0.0000781742,0.00009975036,0.0003577195,0.00001202407,0.0002083179,0.0000196118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008678834,"about_ca_system_score_gemma":0.0000167555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005770832,"about_ca_topic_score_gemma":0.0001151832,"domain_scores_codex":[0.9990653,0.000007332937,0.0002920081,0.0001668456,0.0002500198,0.0002185157],"domain_scores_gemma":[0.999442,0.00003369771,0.000005681568,0.00009797868,0.0003714609,0.0000492187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005759146,0.0008698808,0.06173736,0.000480382,0.001559734,0.00001629147,0.02202426,0.05258974,0.7436435,0.1072937,0.0009683983,0.008240852],"study_design_scores_gemma":[0.000680135,0.0002151889,0.001762923,0.0001017347,0.0000317761,0.00002853085,0.0004904711,0.953855,0.04019575,0.0003731673,0.002000194,0.000265175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724357,0.00005139932,0.0105306,0.0005559901,0.0002627691,0.0002633909,0.00003508195,0.0001260077,0.01573912],"genre_scores_gemma":[0.9990941,0.00007579059,0.0005701281,0.000008616802,0.00004477251,0.00004263562,0.00002237243,0.0000211919,0.000120385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9012652,"threshold_uncertainty_score":0.5973206,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.0814905849889547,"gpt":0.3238010573551972,"spread":0.2423104723662425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000225572,0.0002085142,0.0004215636,0.0001303575,0.00004259158,0.0000209307,0.0005841972,0.00005628351,0.002118052],"category_scores_gemma":[0.00008167658,0.00019124,0.0000961004,0.0001135812,0.000316888,0.0004065229,0.00006056633,0.0001225566,0.00007709091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006350267,"about_ca_system_score_gemma":0.00002936882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001734382,"about_ca_topic_score_gemma":0.000002093479,"domain_scores_codex":[0.9979966,0.00001915152,0.0006963462,0.0003465915,0.000660567,0.0002807868],"domain_scores_gemma":[0.9988609,0.0001286759,0.00005196585,0.0001365414,0.0007473538,0.00007457656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000511625,0.0002075777,0.001623058,0.0002816187,0.00007000185,0.000002280997,0.00235413,0.0003099571,0.9900849,0.004523923,0.0002415246,0.0002498959],"study_design_scores_gemma":[0.0004763899,0.0001178355,0.0001426631,0.0002537044,0.00002591764,0.000005669179,0.0008028278,0.002498197,0.993224,0.001833569,0.0004311518,0.0001881316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579605,0.0008407378,0.02517663,0.0004249992,0.001342754,0.0003431393,0.0001320144,0.00007723764,0.01370202],"genre_scores_gemma":[0.9943918,0.0006716725,0.004348387,0.00006290883,0.00008393835,0.00002878856,0.000002661629,0.0000183033,0.0003915611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03643131,"threshold_uncertainty_score":0.9987941,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.04790279932512605,"gpt":0.2527625009053767,"spread":0.2048597015802507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001394509,0.0004145644,0.0004553993,0.000338224,0.0001232792,0.00007272538,0.0004344804,0.000137451,0.0005861087],"category_scores_gemma":[0.00001563478,0.0004402214,0.0002274856,0.0001917665,0.0001527295,0.000341457,0.00001105003,0.0002464704,0.000008355471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343367,"about_ca_system_score_gemma":0.00006756592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003543104,"about_ca_topic_score_gemma":0.00001439854,"domain_scores_codex":[0.9979761,0.00001357284,0.0005865342,0.0004108699,0.0005607806,0.0004522033],"domain_scores_gemma":[0.9993249,0.00008016321,0.000002765497,0.0001083831,0.000304127,0.0001796395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003120516,0.0004347241,0.003181065,0.0007311239,0.0004587688,0.000005032787,0.01001161,0.00921795,0.9672852,0.004347602,0.0006893965,0.003325482],"study_design_scores_gemma":[0.002344724,0.0002655087,0.0004328369,0.0004495696,0.0000435583,0.000009089552,0.0005472498,0.1381885,0.8563579,0.00006518911,0.0008404332,0.0004555121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06629198,0.0007355756,0.9245597,0.0002096644,0.0003823745,0.001085887,0.0001213138,0.0002641865,0.006349321],"genre_scores_gemma":[0.9968891,0.00009231211,0.002123489,0.00004631438,0.0001159886,0.000582701,0.00001914229,0.00007300316,0.00005802395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9305971,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02142405765999609,"gpt":0.2198108250478585,"spread":0.1983867673878624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007202645,0.0001144457,0.0002529915,0.0004238906,0.0000130602,0.00001723609,0.0001079134,0.00005197451,0.000102796],"category_scores_gemma":[0.000009876197,0.0001175511,0.00006106645,0.000290903,0.00003437444,0.0001280743,0.000007558078,0.00009174384,8.706417e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004749251,"about_ca_system_score_gemma":0.000008314973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004844653,"about_ca_topic_score_gemma":0.00002539091,"domain_scores_codex":[0.9992106,0.0000055296,0.0003282867,0.0001495157,0.0001880031,0.0001180514],"domain_scores_gemma":[0.9997556,0.0000325,0.000007947735,0.00004401679,0.0001286781,0.00003121787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001966952,0.000544998,0.334246,0.001565123,0.003829163,0.00002560006,0.01528748,0.4387742,0.04074187,0.1421737,0.000334752,0.02228034],"study_design_scores_gemma":[0.0002894465,0.00002466657,0.01359493,0.000123304,0.00006117959,0.00000422115,0.00005241867,0.9796101,0.005949457,0.0001041455,0.00007288953,0.0001132505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548542,0.0001951506,0.04244804,0.000420231,0.0001633249,0.00009526514,0.00001295967,0.00003463852,0.001776221],"genre_scores_gemma":[0.9983792,0.0005943867,0.0009380595,0.0000112409,0.0000152334,0.00001162818,0.00001531237,0.000009387404,0.00002557672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5408359,"threshold_uncertainty_score":0.4793595,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Laminar flow; Condensation; Materials science; Mechanics; Thermodynamics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.06283662271402865,"gpt":0.2807432769318037,"spread":0.217906654217775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002486896,0.0002179838,0.000329382,0.0002069874,0.00003801062,0.0000560711,0.0003547128,0.0001276689,0.001352469],"category_scores_gemma":[0.0001238992,0.0002076832,0.00009507316,0.00008697381,0.00007450144,0.000173075,0.00002920226,0.0002264708,0.0000159633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005105598,"about_ca_system_score_gemma":0.00002363671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358679,"about_ca_topic_score_gemma":0.00005248419,"domain_scores_codex":[0.9984722,0.00002670638,0.0005656651,0.000306441,0.0003940857,0.0002349676],"domain_scores_gemma":[0.9992866,0.0002130015,0.00003757653,0.0001151665,0.0002817398,0.00006591534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005261205,0.001219884,0.02365648,0.000349461,0.000346344,0.00003859049,0.02229546,0.0009972774,0.05904142,0.886942,0.0005657251,0.004021221],"study_design_scores_gemma":[0.003367056,0.0002078919,0.00323607,0.0008592595,0.0000779836,0.0000169734,0.0009132011,0.3099265,0.0199329,0.6606995,0.0002122814,0.0005503825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704556,0.00006936275,0.02137473,0.001290602,0.0003987176,0.0002948527,0.00008794611,0.00005368964,0.005974523],"genre_scores_gemma":[0.9964194,0.0001355913,0.002763332,0.00005567171,0.0001307375,0.00004024087,0.00004113474,0.00002368521,0.0003901524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089292,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Deformation (meteorology); Motion (physics); Materials science; Mechanics; Classical mechanics; Physics; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01690268722800332,"gpt":0.2090169218282387,"spread":0.1921142346002354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329987,0.0000798935,0.0001071578,0.0000577786,0.00004274725,0.00002441537,0.0001310966,0.00002598025,0.00002195713],"category_scores_gemma":[0.00004656509,0.00004948266,0.00003343209,0.00004794081,0.00004296806,0.0001695706,0.000009826462,0.00009666688,6.755056e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001915911,"about_ca_system_score_gemma":0.00000261703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002201514,"about_ca_topic_score_gemma":0.00000975545,"domain_scores_codex":[0.9994344,0.000007092236,0.0002496039,0.00005997969,0.0001692597,0.0000797222],"domain_scores_gemma":[0.9996015,0.0002140508,0.00001524096,0.00004387223,0.0001117386,0.00001355495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002985955,0.0000984181,0.1253663,0.001469605,0.0004943627,5.499336e-7,0.0120921,0.01646124,0.6692982,0.1034717,0.00009546736,0.07085339],"study_design_scores_gemma":[0.0002432822,0.0001122367,0.002613497,0.0003420036,0.00001108391,0.000002648713,0.0002499633,0.7574034,0.2387984,0.0001525672,0.00001576082,0.00005512026],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918392,0.00007960745,0.003309314,0.0001199656,0.0001907829,0.0001227412,0.000007430419,0.00001387912,0.004317064],"genre_scores_gemma":[0.9997239,0.0002080855,0.00002693248,0.00000214896,0.00001317184,0.000007612446,0.000002272478,0.000007091526,0.000008757796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7409422,"threshold_uncertainty_score":0.2017844,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02613377366169231,"gpt":0.2154516942170509,"spread":0.1893179205553586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129535,0.0001442458,0.0002458406,0.0001423267,0.00001182019,0.00001320068,0.000200553,0.00007865477,0.0005274735],"category_scores_gemma":[0.00002559595,0.0001429476,0.00006919241,0.0001314473,0.0000774266,0.000178574,0.00001221703,0.000187975,0.000003920723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007346011,"about_ca_system_score_gemma":0.00002073028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004875819,"about_ca_topic_score_gemma":0.0000570358,"domain_scores_codex":[0.9989606,0.000007916532,0.0004202295,0.0001664763,0.0002641253,0.0001806328],"domain_scores_gemma":[0.9995785,0.00004660671,0.000003944117,0.00007091477,0.0002450073,0.00005497258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005603018,0.001403718,0.5623627,0.001378483,0.0006247002,0.00001480436,0.01559941,0.07117984,0.2309298,0.1122359,0.0001219198,0.003588499],"study_design_scores_gemma":[0.0008011763,0.00007747266,0.01032038,0.0001524641,0.00001022424,0.000002791322,0.00009047044,0.9616806,0.02616366,0.0005493194,0.00001632845,0.0001351562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817071,0.00009143978,0.008793079,0.0001573309,0.000184617,0.0001962445,0.00005639866,0.00004575306,0.008768035],"genre_scores_gemma":[0.9994147,0.0001232489,0.0003793387,0.000007620669,0.00001857619,0.00002148625,0.00001380277,0.0000129347,0.000008304491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8905007,"threshold_uncertainty_score":0.5829234,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03799760270781998,"gpt":0.2386436923197388,"spread":0.2006460896119188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003942694,0.0001248486,0.0001764077,0.0001880234,0.00003350556,0.00004094054,0.0003143009,0.00007032738,0.001055787],"category_scores_gemma":[0.00005585588,0.0001249554,0.00003717367,0.0001947392,0.00007423825,0.0004949047,0.00002349993,0.0001315966,0.00002873711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511893,"about_ca_system_score_gemma":0.00003232085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254271,"about_ca_topic_score_gemma":0.0001631042,"domain_scores_codex":[0.9987485,0.0000367613,0.0004449178,0.0002337088,0.0003518923,0.0001842289],"domain_scores_gemma":[0.9995878,0.00003815016,0.0000248024,0.0001142193,0.000188955,0.00004604124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007316414,0.0001591066,0.04870513,0.00007530536,0.00000635875,0.000001022837,0.00652844,0.0001824412,0.9365792,0.007217416,0.00004927348,0.0004231271],"study_design_scores_gemma":[0.004977969,0.0002166375,0.1084767,0.0008188967,0.00002188268,0.00004155583,0.004225464,0.05903523,0.8085849,0.01180754,0.0008524255,0.0009407932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858336,0.0001169339,0.001120051,0.0004785781,0.0002922463,0.0002237826,0.00002533012,0.00004080941,0.0118686],"genre_scores_gemma":[0.999537,0.000133822,0.0001363597,0.00005015576,0.00003488321,0.00002506405,0.000009044526,0.000009423085,0.00006423904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279944,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.04852086278251677,"gpt":0.2455794297334966,"spread":0.1970585669509798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002121757,0.0003977999,0.0005172687,0.0001587569,0.00009010029,0.00007119869,0.0007168061,0.0001345882,0.0009809383],"category_scores_gemma":[0.00001908156,0.0003546031,0.0002215455,0.0003953924,0.00007873896,0.0003724113,0.00002625668,0.0003246343,0.00001265293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568353,"about_ca_system_score_gemma":0.00005792045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002105423,"about_ca_topic_score_gemma":0.00003824639,"domain_scores_codex":[0.9974303,0.0000284008,0.0008376168,0.0004144402,0.0007983635,0.0004909384],"domain_scores_gemma":[0.9991754,0.00009845685,0.000005874847,0.0002217132,0.0003312162,0.0001673785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004220169,0.00006980949,0.003123301,0.0001504894,0.0001960456,0.000001459907,0.00484102,0.009513604,0.9792565,0.002298989,0.00002182177,0.0004847265],"study_design_scores_gemma":[0.0008414406,0.00006672901,0.0002687297,0.0006554673,0.00007139345,0.000005458164,0.0002913431,0.1670219,0.830159,0.0001731484,0.0001384949,0.0003069284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6754871,0.0001845572,0.3211392,0.0002873187,0.0007600939,0.0004585534,0.0001189743,0.00007121583,0.001492979],"genre_scores_gemma":[0.9981279,0.0001848152,0.001372489,0.00007408381,0.000118763,0.00002508655,0.00001152376,0.00005937273,0.00002597089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3226408,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Interferometry; Convection; Laser; Materials science; Convective heat transfer; Heat transfer; Optics; Mechanics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03492648855620827,"gpt":0.2330663264532342,"spread":0.1981398378970259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002049585,0.0002851402,0.0003883559,0.0002750236,0.00003546517,0.00003717056,0.0003150969,0.0001225406,0.001046019],"category_scores_gemma":[0.00001912024,0.0002866051,0.0001379561,0.0002250355,0.0001032885,0.0004025056,0.000007499621,0.0002328938,0.00001062114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123387,"about_ca_system_score_gemma":0.00002464805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004027986,"about_ca_topic_score_gemma":0.00001737668,"domain_scores_codex":[0.9981654,0.0000183624,0.0006263895,0.0002734845,0.0006423058,0.000274099],"domain_scores_gemma":[0.9990489,0.00003872863,0.000002897614,0.0000994308,0.0006995357,0.0001104626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001935183,0.0005552996,0.0129562,0.0009706718,0.0008419958,0.000002582464,0.005847123,0.005465758,0.9668434,0.002518929,0.0009876234,0.002816918],"study_design_scores_gemma":[0.001199405,0.0001813272,0.0005965218,0.0004619404,0.00005918733,0.000006390973,0.0003145806,0.07047085,0.9261856,0.00007107318,0.0001556871,0.0002974302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6244842,0.0007376609,0.3531583,0.0004566485,0.000616689,0.0004884852,0.0001815867,0.0001826862,0.01969372],"genre_scores_gemma":[0.9989858,0.0006664168,0.0001203564,0.00002779844,0.00005089775,0.00004749696,0.00002673524,0.00004112841,0.00003337975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745016,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03274065586494716,"gpt":0.2463186102152599,"spread":0.2135779543503127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001457769,0.0004009915,0.0004539898,0.0002618968,0.0001052112,0.00006824629,0.0003648847,0.0001316323,0.0004267131],"category_scores_gemma":[0.00001913146,0.0003817267,0.0001989618,0.0001775899,0.00008402755,0.0002870473,0.000009235617,0.0003878192,0.000071015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007493272,"about_ca_system_score_gemma":0.00001755991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000210263,"about_ca_topic_score_gemma":0.00001664286,"domain_scores_codex":[0.9981121,0.00001609893,0.0005195161,0.000379285,0.000521526,0.0004514483],"domain_scores_gemma":[0.9993495,0.0001615175,0.0000015398,0.0001301863,0.0002251973,0.0001321088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004467955,0.0009059336,0.01984216,0.004268405,0.002160409,0.00006760391,0.02354913,0.02713976,0.8596722,0.03231523,0.002190022,0.02744231],"study_design_scores_gemma":[0.002025774,0.0004030908,0.001823936,0.001343761,0.0001052086,0.00001893001,0.0002410237,0.1314887,0.8600506,0.0003287911,0.001412302,0.0007578528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924152,0.0005134887,0.02021555,0.0005992174,0.001088356,0.0003838029,0.0000720746,0.0004055941,0.05256987],"genre_scores_gemma":[0.9983153,0.0009391666,0.0001022937,0.0001053101,0.0002470873,0.00007992013,0.00001536571,0.00005442313,0.0001410918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104349,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03588608635832459,"gpt":0.2683686518026321,"spread":0.2324825654443075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001688578,0.0003021963,0.0004147537,0.0002641107,0.00005396182,0.00005764505,0.0002343617,0.0001042112,0.0003027072],"category_scores_gemma":[0.00001905033,0.0002965626,0.00009675025,0.0001605327,0.0001239139,0.00033851,0.00001386359,0.0003393808,0.00001283534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005936193,"about_ca_system_score_gemma":0.00001864042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006832407,"about_ca_topic_score_gemma":0.0001013013,"domain_scores_codex":[0.9983239,0.00001333348,0.0005468749,0.0003354776,0.0003852325,0.0003952167],"domain_scores_gemma":[0.9995404,0.00005537628,7.302384e-7,0.00009216295,0.0001738204,0.0001375178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007030544,0.001936703,0.155412,0.002303626,0.001009371,0.000129052,0.03440836,0.005787109,0.7291737,0.0373569,0.0003992266,0.03138094],"study_design_scores_gemma":[0.0136204,0.0007080257,0.01187179,0.001587872,0.0001945632,0.00009758594,0.001173302,0.679673,0.2862821,0.001034215,0.002165166,0.001592017],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704637,0.0007098772,0.02080218,0.0005501306,0.000323555,0.0002547703,0.00006072674,0.0001473293,0.00668774],"genre_scores_gemma":[0.9983852,0.001166074,0.0001893842,0.00004702745,0.0001037544,0.00005136142,0.00001097703,0.00003295526,0.00001325186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6738858,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03357447789178862,"gpt":0.2405995277375824,"spread":0.2070250498457938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001088843,0.000141062,0.0001813383,0.0003333328,0.00002610594,0.00003786705,0.0002754816,0.00009063844,0.0006133406],"category_scores_gemma":[0.00003275248,0.0001510226,0.00005306647,0.0002389551,0.00003152739,0.0002866351,0.00001636807,0.0002476178,0.000008905634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008553096,"about_ca_system_score_gemma":0.00001042625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005926775,"about_ca_topic_score_gemma":0.0001049199,"domain_scores_codex":[0.9990582,0.000009157673,0.0003243125,0.0001760602,0.0002621902,0.0001700408],"domain_scores_gemma":[0.9996258,0.00005035445,0.000006309716,0.00008468951,0.0001600491,0.00007277964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002009199,0.001435523,0.7119396,0.0007123424,0.0001459211,0.00001517524,0.009173227,0.007718443,0.07141095,0.07348244,0.00041372,0.1233517],"study_design_scores_gemma":[0.0006300199,0.000077333,0.04556372,0.0001065484,0.000006968145,0.000003404016,0.0001664533,0.9472533,0.00543553,0.0004419189,0.0001133332,0.0002013992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632384,0.00004381269,0.02757395,0.000288481,0.0003974935,0.0001254294,0.00001763207,0.0001074478,0.008207384],"genre_scores_gemma":[0.999389,0.0001797375,0.0002504426,0.00004054178,0.00005130786,0.00001344715,0.00001599173,0.00001368485,0.00004587442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9395349,"threshold_uncertainty_score":0.6715649,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.009414390620691887,"gpt":0.2092523724587043,"spread":0.1998379818380124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001335673,0.0001578433,0.0002369263,0.0001136162,0.00001581502,0.00002144946,0.0001041309,0.0001081685,0.0000680966],"category_scores_gemma":[0.00002268349,0.0001587566,0.000039315,0.0001243021,0.00004909308,0.0003589443,0.000006171249,0.0001498353,0.000001545944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004742448,"about_ca_system_score_gemma":0.0000130851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005993151,"about_ca_topic_score_gemma":0.0000383006,"domain_scores_codex":[0.9990317,0.00001785532,0.0003893359,0.0001825776,0.0002610234,0.0001175203],"domain_scores_gemma":[0.9995868,0.00006028617,0.00001879347,0.00006045561,0.0002326774,0.00004094718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001303506,0.0001858587,0.04653179,0.0008875236,0.00007099268,0.000001820362,0.002565284,0.05912187,0.8854763,0.004040536,0.00001294542,0.0009747125],"study_design_scores_gemma":[0.001007869,0.000158312,0.01880673,0.0004542469,0.00001495154,0.000003423423,0.00003400586,0.8256074,0.153523,0.0002521171,0.000002635646,0.0001353489],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972638,0.000112239,0.0008528984,0.00005264327,0.0003360242,0.0002878382,0.00003839843,0.00003039076,0.001025754],"genre_scores_gemma":[0.9991763,0.0003851418,0.0003277435,0.000005361132,0.00002877305,0.000007053597,0.00003521827,0.00001733353,0.00001712578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7664855,"threshold_uncertainty_score":0.6473905,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03587631299127094,"gpt":0.2523241208497138,"spread":0.2164478078584429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002162845,0.0002281068,0.0002580423,0.0003957901,0.0000521187,0.00004279969,0.0002102311,0.00008952121,0.001210681],"category_scores_gemma":[0.00003282445,0.0002492045,0.00009495718,0.0002287299,0.00003267137,0.0004635663,0.00001043405,0.0003614678,0.00003979982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519947,"about_ca_system_score_gemma":0.00002541247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008792981,"about_ca_topic_score_gemma":0.0001003381,"domain_scores_codex":[0.9984542,0.00001309085,0.0004947198,0.000253833,0.0004333529,0.0003507819],"domain_scores_gemma":[0.9995016,0.00007786926,0.000006657087,0.00008420292,0.0002316727,0.00009798787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008079477,0.0002529131,0.02301609,0.0002862504,0.0002451201,0.00001311961,0.00383619,0.01964847,0.9283112,0.01907798,0.0003700596,0.004861863],"study_design_scores_gemma":[0.002201855,0.0001199695,0.00209811,0.0004842635,0.00003913726,0.00006464063,0.0004378628,0.6547927,0.3379556,0.001058982,0.0002801538,0.0004667316],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441121,0.00006511933,0.02497372,0.0004584534,0.001355094,0.0003109237,0.00003244363,0.000265154,0.02842695],"genre_scores_gemma":[0.9989702,0.00004809407,0.0005098517,0.00003238872,0.0001191161,0.00005755801,0.00001278815,0.00003695094,0.0002130744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6351442,"threshold_uncertainty_score":0.999996,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Heat transfer; Jet (fluid); Materials science; Surface (topology); Mechanics; Optics; Physics; Geometry; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04907161809892998,"gpt":0.2481446303584583,"spread":0.1990730122595283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002433123,0.0003828851,0.0005030163,0.0001823002,0.00008422336,0.00006910305,0.0007018848,0.0001362132,0.001401412],"category_scores_gemma":[0.00001862543,0.0003409161,0.0002307349,0.0003103702,0.00006767637,0.0003701697,0.00002866397,0.000301609,0.00001579504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033904,"about_ca_system_score_gemma":0.00004832947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002645084,"about_ca_topic_score_gemma":0.00006028367,"domain_scores_codex":[0.9975463,0.00002673704,0.0008077574,0.0003977614,0.0007762072,0.000445276],"domain_scores_gemma":[0.9992295,0.0000791975,0.0000049582,0.0002360646,0.0002981988,0.0001520911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004172516,0.00006048679,0.001419453,0.0001385026,0.0002022684,0.000001452931,0.004282667,0.006597576,0.9845851,0.002168962,0.00002234455,0.0004794378],"study_design_scores_gemma":[0.0008136261,0.00006653036,0.0002462101,0.0006795122,0.00007380556,0.000005145397,0.0002851911,0.1346167,0.862522,0.0002214482,0.0001670106,0.0003027859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7186312,0.000179448,0.2778685,0.0003468271,0.0007143837,0.000461626,0.0001248198,0.00007277464,0.001600364],"genre_scores_gemma":[0.9979089,0.00009462937,0.0016616,0.00006634453,0.0001215699,0.0000261829,0.0000116134,0.00006361053,0.00004547002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2792778,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03349771060407259,"gpt":0.2217600137156443,"spread":0.1882623031115717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001084906,0.00009799682,0.0001353076,0.0001030881,0.00004131126,0.00002193345,0.0001716681,0.00003114461,0.0004867398],"category_scores_gemma":[0.00001541892,0.00008808121,0.00005188812,0.00008576194,0.00003624343,0.0001897321,0.000002990365,0.00008860776,0.00002765322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004851995,"about_ca_system_score_gemma":0.00001377497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004059237,"about_ca_topic_score_gemma":0.00006186494,"domain_scores_codex":[0.9990408,0.000009157538,0.0002274911,0.000141523,0.0004542464,0.0001267584],"domain_scores_gemma":[0.9996037,0.00006544482,0.00002094069,0.00003944435,0.0002261592,0.00004431192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002990291,0.0006519853,0.7091323,0.001115486,0.0002919692,0.000006752016,0.00740631,0.001662548,0.1552664,0.02875314,0.00009775771,0.09531639],"study_design_scores_gemma":[0.001689094,0.0007622496,0.4835462,0.0008236633,0.00005371211,0.000004405874,0.0003345645,0.08797003,0.4223703,0.001984085,0.0001251424,0.0003365457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784756,0.00003332981,0.002003417,0.0001490141,0.0002478016,0.0001748061,0.00002779665,0.00001229857,0.01887591],"genre_scores_gemma":[0.9996043,0.00003038983,0.000180388,0.00003227307,0.00005546626,0.00000165952,0.00002396264,0.000002601472,0.00006890176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2671039,"threshold_uncertainty_score":0.5329459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}