{"meta":{"query_hash":"d5e25b255a6a","filters":{"venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/d5e25b255a6a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Symposium+on+the+Application+of+Geophysics+to+Engineering+and+Environmental+Problems+2015"},"results":[{"id":"W2188329465","doi":"10.4133/sageep.28-044","title":"APPLICATION OF AN INNOVATIVE AEM SYSTEM FOR MAPPING HAZARDS AND WATER RESOURCES IN OIL AND GAS FIELDS","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","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":"Mira Geoscience (Canada)","funders":"Northwestern University","keywords":"Petroleum engineering; Fossil fuel; Water resources; Environmental science; Computer science; Geology; Waste management; Engineering","score_opus":0.00796159347460708,"score_gpt":0.2096322525725604,"score_spread":0.20167065909795331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188329465","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41724873,0.00012647366,0.5613638,0.0005007127,0.00009673989,0.00030680842,0.0028649184,0.0068253395,0.010666418],"genre_scores_gemma":[0.60595703,0.00007478552,0.3911831,0.000071416536,0.000017017665,0.00011383079,0.0009579163,0.00005988699,0.0015649848],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997739,0.000067186826,0.000014649091,0.000059018552,0.00006817058,0.000017056938],"domain_scores_gemma":[0.9996861,0.00009408508,0.00002365142,0.000061691266,0.000109090135,0.000025493822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066665624,0.00033963172,0.00026906273,0.001310645,0.00026299874,0.0005663424,0.000425789,0.0006983509,0.0018080996],"category_scores_gemma":[0.0013294542,0.0001916512,0.0002798607,0.0010001218,0.00015226152,0.0005171758,0.0006697164,0.00027772735,0.00034140292],"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":[0.0004794469,0.000403228,0.056168023,0.00026580872,0.00014797223,0.0010182302,0.0009908804,0.2120451,0.08130455,0.005513963,0.0074801506,0.63418263],"study_design_scores_gemma":[0.00004208577,0.00011690213,0.017524721,0.00002348364,0.000033643864,0.00024432252,0.00028717372,0.9605971,0.010596427,0.0020986667,0.008401034,0.000034466844],"about_ca_topic_score_codex":0.0035130088,"about_ca_topic_score_gemma":0.004734041,"teacher_disagreement_score":0.0035130088,"about_ca_system_score_codex":0.00035644046,"about_ca_system_score_gemma":0.00035333468,"threshold_uncertainty_score":0.006985128},"labels":[],"label_agreement":null},{"id":"W2315680264","doi":"10.4133/sageep.28-009","title":"HELICOPTER TIME-DOMAIN EM RESULTS OVER THE BRANDON CHANNEL AND ASSINIBOINE DELTA AQUIFERS, BRANDON, MANITOBA","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Geophysical Methods and Applications","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":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Delta; Channel (broadcasting); Geology; Aquifer; Domain (mathematical analysis); Hydrology (agriculture); Geomorphology; Computer science; Geotechnical engineering; Engineering; Groundwater; Telecommunications; Mathematics","score_opus":0.007864794323881737,"score_gpt":0.1948220783576321,"score_spread":0.18695728403375036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315680264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979736,0.000012187023,0.00032529316,0.000016069513,0.0000010988234,0.0000038157705,0.00044357375,0.00002747863,0.001196778],"genre_scores_gemma":[0.9976406,0.00002893906,0.0006529823,0.0000075976677,6.538387e-7,0.0000037289674,0.0006013673,0.0000061844703,0.0010579575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99997425,0.0000025050697,9.5013286e-7,0.0000062517097,0.000006939812,0.000009132212],"domain_scores_gemma":[0.999946,0.000009261309,0.0000063139596,0.0000033672043,0.000024611054,0.000010459069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076123964,0.0002014585,0.00008720928,0.00032896386,0.00031528957,0.00022627467,0.00018874831,0.00016578409,0.0010903893],"category_scores_gemma":[0.0001742151,0.00008986125,0.00011538008,0.00051097607,0.00015349271,0.00013012931,0.00017362542,0.00007845076,0.00012037671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049061066,0.000121322024,0.77975136,0.000087202825,0.00010816113,0.0014342072,0.0015803499,0.10376916,0.046013236,0.00044118232,0.0028473113,0.063355885],"study_design_scores_gemma":[0.000025444939,0.00007256639,0.93207157,0.000010898426,0.000032223325,0.00012844859,0.0013869227,0.05968246,0.004069725,0.00007017283,0.0024305736,0.00001902179],"about_ca_topic_score_codex":0.40988657,"about_ca_topic_score_gemma":0.72187966,"teacher_disagreement_score":0.5901134,"about_ca_system_score_codex":0.0008225066,"about_ca_system_score_gemma":0.0005123536,"threshold_uncertainty_score":0.81500155},"labels":[],"label_agreement":null},{"id":"W2316021584","doi":"10.4133/sageep.28-069","title":"MULTICOMPONENT VIBROSEISMIC PROFILING OVER HIGH VELOCITY GLACIAL GROUND: AN EXAMPLE FROM SOUTHERN ONTARIO","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"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":"Profiling (computer programming); Geology; Glacial period; Geodesy; Geomorphology; Computer science","score_opus":0.01364542712287559,"score_gpt":0.18083477664428027,"score_spread":0.16718934952140468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316021584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98065865,0.00020619301,0.0004972587,0.00019406596,0.000008197815,0.000047641075,0.0012282009,0.000030244555,0.017129572],"genre_scores_gemma":[0.9896125,0.0002092689,0.000978089,0.00003523564,0.0000037498185,0.000011165644,0.0005334237,0.000013676806,0.008602802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977416,0.000008554304,0.000007139065,0.00003299509,0.000102797676,0.00007432156],"domain_scores_gemma":[0.99970514,0.000019645258,0.000027958953,0.0000113886435,0.00018949024,0.000046312438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013024663,0.0003027049,0.00020681314,0.0012424315,0.0027262592,0.00089151313,0.00046825776,0.00040599445,0.0019604547],"category_scores_gemma":[0.00035408494,0.0001804795,0.00016999766,0.0030285676,0.00066164794,0.00018519661,0.00049081806,0.00021660229,0.00035096033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045337647,0.0001334891,0.833979,0.0003148109,0.000093825525,0.009565428,0.021677792,0.0037595788,0.03946312,0.0014828574,0.005832473,0.08324425],"study_design_scores_gemma":[0.000014023707,0.000044921846,0.9749937,0.000038889008,0.00002984702,0.00047189416,0.008926572,0.0018149541,0.0012569895,0.0001095713,0.012272071,0.000026550542],"about_ca_topic_score_codex":0.9798605,"about_ca_topic_score_gemma":0.9963309,"teacher_disagreement_score":0.020139515,"about_ca_system_score_codex":0.0073902463,"about_ca_system_score_gemma":0.006520633,"threshold_uncertainty_score":0.05362022},"labels":[],"label_agreement":null},{"id":"W2317634755","doi":"10.4133/sageep.28-040","title":"MAPPING ACID MINE DRAINAGE AT AN ABANDONED MINE SITE IN OTTAWA COUNTY, OKLAHOMA USING 3D ELECTRICAL RESISTIVITY TOMOGRAPHY","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":4,"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":"","keywords":"Acid mine drainage; Drainage; Tailings; Electrical resistivity tomography; Mining engineering; Aquifer; Geology; Groundwater; Electrical resistivity and conductivity; Archaeology; Geotechnical engineering; Engineering; Geography; Materials science; Metallurgy","score_opus":0.010436847320093008,"score_gpt":0.2012039830058875,"score_spread":0.19076713568579448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317634755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99661666,0.00006792491,0.0005697207,0.000087282635,0.0000030667193,0.000020930895,0.00056517817,0.000037805617,0.0020313617],"genre_scores_gemma":[0.99660707,0.00010112802,0.0018733335,0.000027534745,0.0000015315406,0.00001727798,0.0003462811,0.0000047741505,0.0010210277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991643,0.000006411042,0.0000051812895,0.000017890925,0.000031092983,0.000022962853],"domain_scores_gemma":[0.99987245,0.000018571887,0.00002432908,0.00000760428,0.000058062862,0.00001904032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007935659,0.00017732938,0.0001079262,0.0007686371,0.0006843458,0.00080753776,0.0002849042,0.000398575,0.0005199059],"category_scores_gemma":[0.00031220628,0.00016254348,0.000106242194,0.0010064053,0.00034857122,0.00028045097,0.0003918484,0.00024604463,0.00014457383],"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":[0.0001682224,0.00017668943,0.8548806,0.00016707253,0.000077101904,0.0037904424,0.0036805766,0.012125171,0.05786296,0.0006587549,0.0020169388,0.064395525],"study_design_scores_gemma":[0.000023133467,0.00006993301,0.9480184,0.00008114948,0.00005422372,0.00046173533,0.008049579,0.032662913,0.004407599,0.00022897025,0.0058962028,0.000046284877],"about_ca_topic_score_codex":0.24737222,"about_ca_topic_score_gemma":0.61293644,"teacher_disagreement_score":0.24737222,"about_ca_system_score_codex":0.0011813225,"about_ca_system_score_gemma":0.001853953,"threshold_uncertainty_score":0.49186468},"labels":[],"label_agreement":null},{"id":"W2318834126","doi":"10.4133/sageep.28-005","title":"Airborne Geophysics, Remote Sensing, UAV (Drone)-based Surveys and Mining Geophysics","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Automated Road and Building Extraction","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":"Geological Survey of Canada; University of Calgary; Queen's University; McGill University","funders":"","keywords":"Drone; Remote sensing; Geology; Computer science; Geophysics","score_opus":0.007763192821805411,"score_gpt":0.18714190131736505,"score_spread":0.17937870849555965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318834126","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03122573,0.0456568,0.0619085,0.022330262,0.0104700215,0.0006597229,0.02880924,0.004575986,0.79436374],"genre_scores_gemma":[0.052286923,0.024361392,0.02803457,0.0009657213,0.0014638513,0.00011343224,0.012178629,0.00069195824,0.87990344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903786,0.000100809346,0.000041828986,0.00019173796,0.00050450076,0.00012332728],"domain_scores_gemma":[0.99876404,0.00016021598,0.0001262633,0.00012307556,0.00056510104,0.00026135953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008727953,0.0009912088,0.00045044892,0.0015773695,0.00072311884,0.0024606136,0.0004837799,0.0007561414,0.12741052],"category_scores_gemma":[0.0015382788,0.00036299194,0.000403855,0.0026972766,0.00046195314,0.0015471338,0.0022595248,0.0009188465,0.04783852],"study_design_candidate":"not_applicable","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":[0.000076881464,0.000046291567,0.0074628876,0.00044522685,0.000026914786,0.0001303594,0.00026313507,0.00073218404,0.0070510055,0.0039061827,0.3617559,0.6181031],"study_design_scores_gemma":[0.000011399825,0.0000479962,0.0114868805,0.00017974501,0.000012662481,0.00011491103,0.00031488674,0.0009868046,0.0014800905,0.0010373514,0.9843066,0.000020708194],"about_ca_topic_score_codex":0.039919227,"about_ca_topic_score_gemma":0.07834182,"teacher_disagreement_score":0.12741052,"about_ca_system_score_codex":0.0013028578,"about_ca_system_score_gemma":0.0035181523,"threshold_uncertainty_score":0.4262306},"labels":[],"label_agreement":null},{"id":"W2321315580","doi":"10.4133/sageep.28-042","title":"Geophysics in the Oilfield: Contaminants, Water Demand, Induced Seismicity, and Hydraulic Fracturing","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Mira Geoscience (Canada); Geoscience BC","funders":"","keywords":"Hydraulic fracturing; Induced seismicity; Geology; Petroleum engineering; Seismology","score_opus":0.006878712205152069,"score_gpt":0.18652577817085556,"score_spread":0.17964706596570348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321315580","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.199758,0.21035233,0.0022289872,0.17237179,0.008172363,0.00015537009,0.022982186,0.00057018164,0.38340878],"genre_scores_gemma":[0.31381968,0.17976947,0.0015327991,0.0019548675,0.006161689,0.0000678459,0.012251638,0.0001376268,0.48430443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997507,0.000049328573,0.000014285128,0.00002594851,0.000121602745,0.000038195023],"domain_scores_gemma":[0.99945456,0.0001275337,0.00012916606,0.000012773849,0.00011902683,0.00015690834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004356561,0.00045880966,0.00023941803,0.0019670657,0.0006093872,0.0012406434,0.00021824373,0.00032780954,0.055173203],"category_scores_gemma":[0.00093612855,0.00015602728,0.00017705247,0.0045019025,0.0004868003,0.0009520012,0.0010155264,0.0005126169,0.005058654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006671044,0.00011541337,0.10899245,0.00046146993,0.00002828607,0.00022519477,0.0006226209,0.0011099279,0.0007120756,0.005339554,0.67535967,0.20696653],"study_design_scores_gemma":[0.000019108802,0.00011369463,0.35647002,0.0006333722,0.00003520789,0.00020332652,0.0033375642,0.0010462126,0.0006177672,0.0049867053,0.63250923,0.000027845572],"about_ca_topic_score_codex":0.060252793,"about_ca_topic_score_gemma":0.18293719,"teacher_disagreement_score":0.060252793,"about_ca_system_score_codex":0.001950953,"about_ca_system_score_gemma":0.0026409507,"threshold_uncertainty_score":0.18457276},"labels":[],"label_agreement":null},{"id":"W2322325915","doi":"10.4133/sageep.28-031","title":"EXAMINATION OF S-WAVE PECULIAR RESONANCE-SPECTRA FOR IMPROVED CHARACTERIZATION OF NEAR SURFACE FLUID-RELEASES FOR EFFECTIVE HAZARD RESPONSE","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","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":"Memorial University of Newfoundland","funders":"","keywords":"Resonance (particle physics); Brine; Surface wave; Free surface; Materials science; Geology; Physics; Mechanics; Optics; Thermodynamics","score_opus":0.007537188705175614,"score_gpt":0.18047031815745782,"score_spread":0.1729331294522822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322325915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682537,0.00039868915,0.029073728,0.000045861274,0.000019734076,0.00002304612,0.00022722743,0.00013173182,0.0018263557],"genre_scores_gemma":[0.9822198,0.00033282943,0.015363563,0.000027417047,0.0000082755005,0.000028842605,0.00019699258,0.000027192558,0.0017950907],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99990857,0.000009427674,0.0000046450928,0.000019866737,0.000043569555,0.000013810958],"domain_scores_gemma":[0.9998586,0.000039296872,0.000033523782,0.00000998501,0.00004621242,0.000012389483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020996755,0.00024462736,0.00014424144,0.0005584653,0.00011567751,0.00017967902,0.00014367027,0.00029153455,0.0024072668],"category_scores_gemma":[0.00022040894,0.00011151498,0.0001411889,0.00025394326,0.00023931784,0.00023225637,0.0001706105,0.0002796993,0.00034520566],"study_design_candidate":"not_applicable","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":[0.000034595396,0.0000083364,0.0010739944,0.0000312682,0.0000013144194,0.000026995158,0.000032005915,0.00011337045,0.99578094,0.000056809666,0.000026382166,0.0028140561],"study_design_scores_gemma":[0.0000062137583,0.00038610815,0.04566349,0.000013408758,0.00001927915,0.00030438666,0.00031510164,0.0067761666,0.944413,0.00017268384,0.0019164474,0.000013640426],"about_ca_topic_score_codex":0.0003319001,"about_ca_topic_score_gemma":0.00065437914,"teacher_disagreement_score":0.0024072668,"about_ca_system_score_codex":0.000068474044,"about_ca_system_score_gemma":0.00011171721,"threshold_uncertainty_score":0.008053064},"labels":[],"label_agreement":null},{"id":"W2329753344","doi":"10.4133/sageep.28-075","title":"CHARACTERIZATION OF AN SIP SAMPLE HOLDER: LESSONS FROM EXPERIMENT","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Electrical and Bioimpedance Tomography","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":"Polytechnique Montréal","funders":"","keywords":"Characterization (materials science); Sample (material); Computer science; Materials science; Nanotechnology; Chemistry","score_opus":0.009317707554184842,"score_gpt":0.19729933974732036,"score_spread":0.18798163219313552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329753344","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058651477,0.011873059,0.904673,0.010416554,0.0015361311,0.0009826645,0.0006633999,0.0017553177,0.009448499],"genre_scores_gemma":[0.1920918,0.011857475,0.78350604,0.0015573993,0.0006591024,0.000876501,0.00068929617,0.0009882614,0.007774194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9947976,0.0012396227,0.00030634436,0.00086395955,0.002548603,0.00024391872],"domain_scores_gemma":[0.98784876,0.003956034,0.00039013888,0.0028064149,0.004326588,0.0006721977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012106698,0.001369705,0.0014865545,0.0009232321,0.0010244782,0.0027735257,0.004710368,0.002645388,0.002505523],"category_scores_gemma":[0.0212988,0.00083545846,0.00093309325,0.00083966914,0.0039411853,0.004438175,0.0023365172,0.0051219305,0.0023696823],"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":[0.0005157649,0.0013459981,0.007867867,0.005140284,0.00020051374,0.0024977457,0.003645221,0.025381263,0.5289494,0.056762647,0.016374463,0.3513188],"study_design_scores_gemma":[0.00016001063,0.003064432,0.0057089305,0.0012757392,0.00013739674,0.004445361,0.0020891493,0.042524762,0.68151844,0.05517167,0.20345175,0.00045238543],"about_ca_topic_score_codex":0.0018787205,"about_ca_topic_score_gemma":0.001503157,"teacher_disagreement_score":0.012106698,"about_ca_system_score_codex":0.0021543466,"about_ca_system_score_gemma":0.0015311226,"threshold_uncertainty_score":0.06402713},"labels":[],"label_agreement":null},{"id":"W2331444101","doi":"10.4133/sageep.28-020","title":"Engineering Geophysics (John Nicholl Memorial Session)","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"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":"","keywords":"Session (web analytics); Computer science; Engineering; World Wide Web","score_opus":0.008846161758560171,"score_gpt":0.17883549700464255,"score_spread":0.16998933524608237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331444101","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009824452,0.016186086,0.0016213044,0.030481169,0.07821745,0.00027922727,0.001926764,0.0012163577,0.8690891],"genre_scores_gemma":[0.0009512918,0.0022206376,0.00027347723,0.00096331764,0.0022631327,0.00003104732,0.00032714743,0.000118609416,0.9928514],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992161,0.000060512404,0.000033064534,0.00014502597,0.00038565494,0.00015954912],"domain_scores_gemma":[0.9987369,0.000059376354,0.00004665698,0.00010285648,0.00047666742,0.00057743385],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010154655,0.001734649,0.00064828614,0.001591441,0.0026020736,0.0050853686,0.0009981014,0.0026464348,0.63642496],"category_scores_gemma":[0.0018420604,0.0004834687,0.00076998747,0.0013606139,0.000550466,0.0032020737,0.004582885,0.0028404493,0.40629804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013999677,0.000014510041,0.00007902357,0.000045546905,0.0000014643933,0.000037953945,0.00001831109,0.000018539677,0.00019608368,0.000988066,0.9680944,0.030492002],"study_design_scores_gemma":[0.0000012254579,0.0000056836925,0.00014565281,0.000029732375,5.8746326e-7,0.000020127738,0.000036080593,0.0000077234545,0.000042508625,0.00021966423,0.99948907,0.0000019098904],"about_ca_topic_score_codex":0.004109498,"about_ca_topic_score_gemma":0.021494268,"teacher_disagreement_score":0.63642496,"about_ca_system_score_codex":0.0018044766,"about_ca_system_score_gemma":0.002892054,"threshold_uncertainty_score":0.5185957},"labels":[],"label_agreement":null},{"id":"W2334934914","doi":"10.4133/sageep.28-056","title":"Hydrogeophysics, CZO, Marine, Polar and Integrated Case Histories","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","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":"École de Technologie Supérieure; Polytechnique Montréal","funders":"","keywords":"Polar; Computer science; Astrobiology; Geology; Physics","score_opus":0.005429598302811808,"score_gpt":0.17487821800730127,"score_spread":0.16944861970448946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334934914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43854463,0.038243737,0.0045166053,0.016723212,0.00150785,0.0020336667,0.13779283,0.00017119672,0.3604663],"genre_scores_gemma":[0.7759077,0.035169538,0.0034993913,0.0019391456,0.0005453179,0.0013901085,0.07339316,0.00010002339,0.10805561],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9993936,0.000120680525,0.000059459384,0.00005531547,0.00017586767,0.00019507809],"domain_scores_gemma":[0.99919885,0.0002052116,0.0001354843,0.00007077316,0.000136508,0.00025323147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005676186,0.00027853667,0.00021084445,0.0029269545,0.0007095987,0.00091934385,0.0005908855,0.0004022121,0.033716206],"category_scores_gemma":[0.002760002,0.00015069453,0.0003679163,0.0054707713,0.00053984177,0.0007096116,0.0018048486,0.0006424452,0.002018569],"study_design_candidate":"observational","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":[0.00041433144,0.00023717317,0.3537492,0.0012504186,0.00014670388,0.016705967,0.0029468653,0.004089032,0.00036112257,0.036884815,0.3911655,0.19204894],"study_design_scores_gemma":[0.00007841858,0.00011262314,0.42368153,0.0020357438,0.00010289749,0.011901848,0.014461832,0.0020279998,0.0005121514,0.010509869,0.534488,0.000087059794],"about_ca_topic_score_codex":0.07436227,"about_ca_topic_score_gemma":0.08344076,"teacher_disagreement_score":0.07436227,"about_ca_system_score_codex":0.0025415316,"about_ca_system_score_gemma":0.0028969077,"threshold_uncertainty_score":0.14785886},"labels":[],"label_agreement":null}]}