{"meta":{"query_hash":"23a137703035","filters":{"venue":"Proceedings of the 15th International Heat Transfer Conference"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/23a137703035","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+the+15th+International+Heat+Transfer+Conference"},"results":[{"id":"W2322834312","doi":"10.1615/ihtc15.min.008725","title":"Method To Analyze the Spatial Current Distribution in An Operating Pefc Based on Nmr Measurement Using Small Planar Surface Coils","year":2014,"lang":"en","type":"article","venue":"Proceedings of the 15th International Heat Transfer Conference","topic":"Non-Destructive Testing Techniques","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":"Sciencetech (Canada)","funders":"","keywords":"Planar; Current (fluid); Materials science; Surface (topology); Computer science; Electrical engineering; Engineering; Geometry; Computer graphics (images); Mathematics","score_opus":0.06358384197720639,"score_gpt":0.2995249753924837,"score_spread":0.23594113341527728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322834312","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":[0.56162953,0.0000050965928,0.4371076,0.00027566898,0.000110346446,0.0002857569,0.000035047266,0.00007679518,0.00047416452],"genre_scores_gemma":[0.94160277,0.0000016848813,0.058241274,0.000043123142,0.000057505957,0.000025850684,0.000007210956,0.000020228646,3.483505e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857503,0.000049204536,0.00035678048,0.00026431476,0.0005408678,0.00021380051],"domain_scores_gemma":[0.99912024,0.00008696667,0.000020040252,0.0001224691,0.0005893349,0.000060938073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011664142,0.00020619179,0.00019748652,0.00007712974,0.000082232466,0.00009491992,0.00067467074,0.000050342787,0.0000095650275],"category_scores_gemma":[0.000155484,0.0001510565,0.00005923143,0.00019951863,0.000044826837,0.00013598893,0.00002912969,0.00030572223,7.4122573e-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":[0.00015490701,0.0001752883,0.049507264,0.00024537373,0.000052810356,3.5820528e-7,0.0010135738,0.06101472,0.8256237,0.05455245,0.00003072549,0.0076288497],"study_design_scores_gemma":[0.00032954855,0.000121757315,0.026885614,0.000807296,0.000024360721,0.0000027948836,0.000041656713,0.7840736,0.18448201,0.0029722077,0.000037635058,0.00022155627],"about_ca_topic_score_codex":0.00033959575,"about_ca_topic_score_gemma":0.00014474565,"teacher_disagreement_score":0.7230589,"about_ca_system_score_codex":0.00033489996,"about_ca_system_score_gemma":0.00004749055,"threshold_uncertainty_score":0.6159905},"labels":[],"label_agreement":null},{"id":"W2325097249","doi":"10.1615/ihtc15.cnd.008887","title":"Two-Region Fin Model Adjacent Temperature Profile Interactions","year":2014,"lang":"en","type":"article","venue":"Proceedings of the 15th International Heat Transfer Conference","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fin; Thermal conduction; Heat flux; Mechanics; Superposition principle; Materials science; Boundary value problem; Thermal conductivity; Heat transfer; Cartesian coordinate system; Heat equation; Boundary (topology); Annular fin; Thermodynamics; Geometry; Physics; Heat transfer coefficient; Composite material; Mathematical analysis; Mathematics","score_opus":0.01776260634127709,"score_gpt":0.23170287406475806,"score_spread":0.21394026772348096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325097249","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":[0.7958895,0.000038395097,0.13143305,0.0024423073,0.0011805368,0.00056418136,0.00007506134,0.00031048871,0.06806649],"genre_scores_gemma":[0.9983028,0.00007619954,0.0010199094,0.00011632673,0.00010854382,0.00005751621,0.000014206733,0.000029497487,0.00027500602],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989802,0.000006532529,0.00031360454,0.00020902274,0.00029489535,0.00019570903],"domain_scores_gemma":[0.99940836,0.000022215685,0.0000061786172,0.000096769014,0.00039732657,0.00006914363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009481756,0.00019411433,0.00017405186,0.00009893911,0.000076838485,0.00007213561,0.00045764924,0.00007416957,0.00008758443],"category_scores_gemma":[0.000020251735,0.0001546305,0.00011303771,0.00015700143,0.000055409604,0.00038620812,0.000020547792,0.00030140625,0.0000083520135],"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":[0.0001789177,0.0002409157,0.0037092532,0.00054409093,0.00022425008,4.576831e-7,0.0036379986,0.25851154,0.5251944,0.20107445,0.002940861,0.003742866],"study_design_scores_gemma":[0.000533214,0.000025082663,0.00069567014,0.00024070193,0.000027971717,0.000012566166,0.00006348146,0.81930006,0.17747422,0.0008569663,0.0005826324,0.00018742395],"about_ca_topic_score_codex":0.000013543992,"about_ca_topic_score_gemma":0.000018349143,"teacher_disagreement_score":0.5607885,"about_ca_system_score_codex":0.00007068178,"about_ca_system_score_gemma":0.000031296946,"threshold_uncertainty_score":0.63056487},"labels":[],"label_agreement":null},{"id":"W2332126062","doi":"10.1615/ihtc15.ncv.008239","title":"An Interferometric Study of the Effect of Insect Screens on Free Convection at a Window Glazing","year":2014,"lang":"en","type":"article","venue":"Proceedings of the 15th International Heat Transfer Conference","topic":"Building Energy and Comfort 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":"Glazing; Window (computing); Interferometry; Optics; Materials science; Computer science; Physics; Composite material","score_opus":0.010917529999121519,"score_gpt":0.20618939911052825,"score_spread":0.19527186911140673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332126062","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":[0.9948974,0.000006592652,0.0024035373,0.00004246835,0.00040423268,0.0002778855,0.000009371412,0.000041174928,0.0019173211],"genre_scores_gemma":[0.99985516,0.0000066078705,0.000034610548,0.000010787794,0.00003322271,0.000021637996,0.0000015330095,0.000016851542,0.000019571802],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905354,0.00002490232,0.00029681058,0.00015382766,0.00036924778,0.00010169909],"domain_scores_gemma":[0.99949867,0.00007849679,0.000032650416,0.00016948617,0.00019570578,0.000024990679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025837295,0.000142039,0.00020731518,0.00017671198,0.000055721375,0.000016724936,0.0007445756,0.00006173973,0.00001989516],"category_scores_gemma":[0.00007417804,0.0000924034,0.00008624309,0.00034395308,0.00005927372,0.00014670672,0.000057730693,0.0001590735,2.2523783e-7],"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":[0.0011057854,0.0004738753,0.31748995,0.0005343559,0.00046517263,1.1505742e-7,0.0029767572,0.2751608,0.38206616,0.015918251,0.00006412816,0.0037446553],"study_design_scores_gemma":[0.0015329395,0.0014123099,0.06413974,0.00035463835,0.00006575351,0.0000041234507,0.00008234134,0.13225256,0.7998516,0.00015671537,0.000014392125,0.00013290849],"about_ca_topic_score_codex":0.00008970294,"about_ca_topic_score_gemma":0.000049261667,"teacher_disagreement_score":0.41778544,"about_ca_system_score_codex":0.000056661134,"about_ca_system_score_gemma":0.000006488717,"threshold_uncertainty_score":0.37681016},"labels":[],"label_agreement":null}]}