{"meta":{"query_hash":"966f88466fe6","filters":{"venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2001"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/966f88466fe6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Symposium+on+the+Application+of+Geophysics+to+Engineering+and+Environmental+Problems+2001"},"results":[{"id":"W4231346938","doi":"10.4133/1.2922963","title":"Current Research into Airborne UXO Detection","year":2001,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2001","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Oak Ridge National Laboratory; Environmental Security Technology Certification Program; U.S. Department of Energy","keywords":"Current (fluid); Remote sensing; Computer science; Environmental science; Engineering; Geology; Electrical engineering","score_opus":0.008871102465451476,"score_gpt":0.22042434996899668,"score_spread":0.2115532475035452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231346938","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":[0.95236903,0.00005628693,0.04565215,0.00051046815,0.000058860336,0.0006475053,0.0000030086842,0.000040092178,0.00066258595],"genre_scores_gemma":[0.99797356,0.00054013793,0.0009058967,0.000062279316,0.000050090996,0.00022255347,0.000008117375,0.000033723543,0.00020363767],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998559,0.00003435267,0.00022867571,0.00039486075,0.00043328712,0.00034982667],"domain_scores_gemma":[0.99929667,0.00006554889,0.000064480904,0.00041975122,0.0000024615936,0.00015109802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003651915,0.00019544392,0.00013851878,0.000022481723,0.00020459597,0.000017100416,0.00025488785,0.000057122183,0.00005539811],"category_scores_gemma":[0.00000578678,0.00016463222,0.00004476345,0.00030807668,0.00020982376,0.00009544605,0.0002612848,0.00026118907,0.0003371613],"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":[0.000028183063,0.00025870348,0.0026118292,0.000019198422,0.000012527632,3.9506017e-7,0.00039614315,0.5553938,0.37040505,0.00037351172,0.00008699288,0.07041368],"study_design_scores_gemma":[0.0010514143,0.001398924,0.16007714,0.00013226195,0.000066819644,0.000029815601,0.00064416276,0.59692615,0.02533037,0.00672964,0.2061636,0.0014497167],"about_ca_topic_score_codex":0.00031116226,"about_ca_topic_score_gemma":0.000007806017,"teacher_disagreement_score":0.34507465,"about_ca_system_score_codex":0.00028464943,"about_ca_system_score_gemma":0.0000021111612,"threshold_uncertainty_score":0.6713507},"labels":[],"label_agreement":null},{"id":"W4234846147","doi":"10.4133/1.2922883","title":"Time Domain EM Profiling Over a Shallow Conducting Target","year":2001,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2001","topic":"Electromagnetic Compatibility and Measurements","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":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Profiling (computer programming); Computer science; Operating system","score_opus":0.00902190097734802,"score_gpt":0.1807912306564327,"score_spread":0.1717693296790847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234846147","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":[0.9925165,0.00006785113,0.0058398675,0.00009873646,0.000034448352,0.00056679925,0.000011950102,0.00010208055,0.00076177507],"genre_scores_gemma":[0.9981366,0.00004212598,0.0014385629,0.000039512368,0.000050126007,0.00013392174,0.000024467317,0.000035619167,0.000099097204],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910414,0.000012099376,0.00021785345,0.00021289928,0.0001922331,0.00026079046],"domain_scores_gemma":[0.9995492,0.000039792983,0.000037005855,0.00028533768,0.0000053518957,0.00008327383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020561507,0.00018107823,0.00015838181,0.000042711687,0.00006060936,0.000016034013,0.00013568255,0.000043879038,0.00002605057],"category_scores_gemma":[0.0000034620869,0.00016572961,0.000038639413,0.00012889136,0.000027518616,0.00005793791,0.00003534286,0.0001408528,0.000048692462],"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":[0.0000060910875,0.00005204425,0.00017619207,0.00003891255,0.000023886849,1.8440271e-7,0.0002516676,0.20044711,0.79792887,0.00019148276,0.000031131363,0.00085239956],"study_design_scores_gemma":[0.00080964906,0.0005483171,0.0041780733,0.00016519621,0.000053011045,0.00001739205,0.00027903277,0.7942811,0.18954529,0.002166791,0.006992136,0.0009639703],"about_ca_topic_score_codex":0.000008939013,"about_ca_topic_score_gemma":9.0375534e-7,"teacher_disagreement_score":0.6083836,"about_ca_system_score_codex":0.000070220136,"about_ca_system_score_gemma":0.0000033417602,"threshold_uncertainty_score":0.6758258},"labels":[],"label_agreement":null},{"id":"W4235630968","doi":"10.4133/1.2922943","title":"Use of Shear Wave Velocities to Estimate Thick Soil Amplification Effects in the Fraser River Delta, British Columbia","year":2001,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2001","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Delta; Geology; River delta; Shear (geology); Geotechnical engineering; Geomorphology; Engineering; Petrology; Aerospace engineering","score_opus":0.007546012369866886,"score_gpt":0.1759913202461015,"score_spread":0.16844530787623463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235630968","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":[0.94462055,0.0000342782,0.05435376,0.00013234364,0.000042344767,0.0006683149,0.00002958596,0.0000760041,0.00004279296],"genre_scores_gemma":[0.9983548,0.0001449779,0.0010084499,0.00006806555,0.000021154172,0.00029773574,0.000023639488,0.000037174414,0.000044035598],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910295,0.000016034,0.0002539656,0.00019173275,0.00020367141,0.00023165984],"domain_scores_gemma":[0.9993861,0.00014569699,0.00003545827,0.0003553282,0.000008931466,0.000068540874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018753533,0.00014684073,0.00018497821,0.000043770804,0.00004898733,0.000047668727,0.00017063764,0.000077187295,0.0000027405003],"category_scores_gemma":[0.00001570578,0.00015699725,0.000040719628,0.00022878026,0.000035014556,0.00006757242,0.000041493673,0.0001836521,0.000012169141],"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":[0.000003838858,0.000058306614,0.000083322695,0.000099967336,0.000014468811,7.1454474e-7,0.0003286842,0.95321125,0.04144449,0.00041557173,0.00014436869,0.004195046],"study_design_scores_gemma":[0.00031053706,0.00021774588,0.032993168,0.00025877223,0.000033355558,0.0000099644185,0.00007814853,0.95608145,0.0048978226,0.0010130431,0.003686261,0.0004197315],"about_ca_topic_score_codex":0.0016321712,"about_ca_topic_score_gemma":0.00011327018,"teacher_disagreement_score":0.05373419,"about_ca_system_score_codex":0.000051217256,"about_ca_system_score_gemma":0.0000028261786,"threshold_uncertainty_score":0.64021623},"labels":[],"label_agreement":null},{"id":"W4247173823","doi":"10.4133/1.2922929","title":"Changes in Geoelectrical Properties Accompanying Microbial Degradation of LNAPL","year":2001,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2001","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Degradation (telecommunications); Environmental science; Geology; Soil science; Geotechnical engineering; Computer science","score_opus":0.007982874067418324,"score_gpt":0.16981923962935566,"score_spread":0.16183636556193734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247173823","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":[0.997907,0.000019237123,0.00091536745,0.00053625944,0.00001904857,0.00043997797,0.0000059149856,0.000010499387,0.00014671023],"genre_scores_gemma":[0.99932426,0.00020769086,0.00021360599,0.000058055906,0.000022814595,0.00005025453,0.000015970078,0.0000117394975,0.00009562622],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929196,0.0000144168835,0.0001897274,0.00019084888,0.00014414826,0.00016892904],"domain_scores_gemma":[0.9997048,0.00002218521,0.00007963722,0.00015187655,0.000002138206,0.000039396844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014776831,0.000114514485,0.00012221595,0.00004386663,0.000036152607,0.000007789376,0.00012681169,0.00004045525,0.00002364227],"category_scores_gemma":[0.000003586911,0.000090158785,0.000022095108,0.00019918349,0.00004967341,0.00005513403,0.000070967064,0.00007667064,0.0000266344],"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":[0.000018718683,0.00011994415,0.0020597454,0.000018993456,0.0000034735256,7.561082e-8,0.00016318001,0.033359006,0.9592641,0.000044674158,0.000034687004,0.004913378],"study_design_scores_gemma":[0.00075484,0.00038919787,0.06073828,0.00011074375,0.0000271962,0.0000075127764,0.00011910084,0.06724232,0.8633493,0.00018269001,0.00656288,0.0005159347],"about_ca_topic_score_codex":0.00027793346,"about_ca_topic_score_gemma":0.000036969806,"teacher_disagreement_score":0.09591482,"about_ca_system_score_codex":0.00007557004,"about_ca_system_score_gemma":0.0000020274174,"threshold_uncertainty_score":0.36765686},"labels":[],"label_agreement":null},{"id":"W4253253606","doi":"10.4133/1.2922948","title":"Near‐Surface Seismic Studies to Estimate Potential Earthquake Ground Motion Amplification at a Thick Soil Site in the Ottawa River Valley, Canada","year":2001,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2001","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Ground motion; Geology; Seismology; Seismic microzonation; Strong ground motion","score_opus":0.006767393952105031,"score_gpt":0.18626024685931775,"score_spread":0.1794928529072127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253253606","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":[0.99318665,0.00007428219,0.0032843368,0.0029251806,0.000036346635,0.00035641133,0.000053273725,0.000010795647,0.0000727499],"genre_scores_gemma":[0.99889356,0.00017064872,0.00022610785,0.0004079234,0.00003110079,0.000014172311,0.000110493755,0.000006518653,0.00013949112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903864,0.000031664837,0.00020450135,0.00024957763,0.00026260977,0.00021299289],"domain_scores_gemma":[0.9995356,0.00007141785,0.00007023213,0.00024943234,0.000007308221,0.00006598856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002479222,0.00014638925,0.00013807915,0.000022994565,0.00017853288,0.00003071915,0.00016052427,0.000028448416,0.000013612033],"category_scores_gemma":[0.0000032250323,0.00010319108,0.000032230717,0.00020758538,0.000045510016,0.00005971542,0.000025383166,0.00009200228,0.00006615169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009843116,0.000021529684,0.004465898,0.000013599689,0.000023290137,6.8537867e-7,0.00050749857,0.9862235,0.007012632,0.000037104463,0.000107382184,0.0015770142],"study_design_scores_gemma":[0.00015410219,0.0000843142,0.32260597,0.00002325306,0.000035878056,0.000006998844,0.00026892958,0.671731,0.00016825226,0.0002718103,0.004450632,0.00019886845],"about_ca_topic_score_codex":0.10624724,"about_ca_topic_score_gemma":0.017795164,"teacher_disagreement_score":0.31814006,"about_ca_system_score_codex":0.000040541134,"about_ca_system_score_gemma":0.000008702427,"threshold_uncertainty_score":0.9930119},"labels":[],"label_agreement":null}]}