{"meta":{"query_hash":"dec8b3679689","filters":{"venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/dec8b3679689","api":"https://metacan.xera.ac/api/v1/cohort?venue=Symposium+on+the+Application+of+Geophysics+to+Engineering+and+Environmental+Problems+2014"},"results":[{"id":"W1997091579","doi":"10.1190/sageep.27-054","title":"INTELLIGENT MESHING FOR GEOPHYSICAL INVERSE PROBLEMS USING UNSTRUCTURED MESHES","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","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":"École de Technologie Supérieure; Polytechnique Montréal","funders":"","keywords":"Inverse problem; Polygon mesh; Computer science; Inverse; Algorithm; Inversion (geology); Robustness (evolution); Geology; Mathematics; Geometry","score_opus":0.008868205882420543,"score_gpt":0.19260954909792094,"score_spread":0.1837413432155004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997091579","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":[0.81671184,0.000038821214,0.18120208,0.00057542295,0.00011702496,0.001073277,0.000056634515,0.000048015696,0.00017689582],"genre_scores_gemma":[0.9939952,0.000017067252,0.0055634524,0.0001592005,0.00013688134,0.000036812606,0.000044657674,0.000012674945,0.00003409088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988976,0.000042633463,0.00024104129,0.00033923142,0.00020225147,0.00027724312],"domain_scores_gemma":[0.99915767,0.0003294016,0.00009947482,0.00026716216,0.0000099598565,0.00013630594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002751056,0.00020934422,0.00023712587,0.000045690525,0.00013173842,0.000029574634,0.00021098024,0.00005845662,0.000011644342],"category_scores_gemma":[0.000018329845,0.00015096337,0.00008363987,0.00013460328,0.000067859844,0.00006977111,0.000030718104,0.00013885264,0.000045817727],"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":[0.000036663783,0.00006976168,0.00046828348,0.00013221623,0.000042712305,4.137229e-8,0.00026104966,0.7103159,0.20972167,0.005695847,0.000049825845,0.07320605],"study_design_scores_gemma":[0.00021943962,0.00049294176,0.010184507,0.000036997266,0.00004251764,0.0000015608842,0.000026849615,0.95089895,0.016744278,0.015573907,0.0054513346,0.00032671526],"about_ca_topic_score_codex":0.00030224223,"about_ca_topic_score_gemma":0.0000053761974,"teacher_disagreement_score":0.24058308,"about_ca_system_score_codex":0.000010625913,"about_ca_system_score_gemma":0.0000046760515,"threshold_uncertainty_score":0.6156108},"labels":[],"label_agreement":null},{"id":"W2318527649","doi":"10.1190/sageep.27-092","title":"INSTALLATION AND EARLY PERFORMANCE OF A SEEPAGE SURVEILLANCE SYSTEM AT THE MACTAQUAC DAM, NEW BRUNSWICK","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geology; Engineering; Civil engineering","score_opus":0.00332411190125717,"score_gpt":0.14441753394624318,"score_spread":0.141093422044986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318527649","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":[0.9970977,0.000086988315,0.0016956975,0.00026370294,0.00001717592,0.00023099266,0.000011562446,0.000012178744,0.0005840006],"genre_scores_gemma":[0.999669,0.00009292219,0.00009060272,0.00002319018,0.000019854002,0.0000039868223,0.000021025477,0.000002929621,0.00007644994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995153,0.000016153574,0.0001500842,0.00011518553,0.000113438924,0.00008986966],"domain_scores_gemma":[0.99960375,0.00010121893,0.00008763124,0.00015889427,0.000004590534,0.0000439287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019303084,0.00008417447,0.000098383316,0.000017620487,0.000093734656,0.0000124641465,0.00009399196,0.000026024629,0.000010108197],"category_scores_gemma":[0.0000026696766,0.00005089259,0.000015379997,0.000060110986,0.000046821882,0.0000593055,0.000022955224,0.000049280618,0.00003718815],"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":[0.00007298665,0.00002799195,0.2832918,0.0005181959,0.000032377367,3.1442433e-8,0.00089938706,0.6477868,0.03233738,0.0061993864,0.000064447115,0.028769208],"study_design_scores_gemma":[0.00013338862,0.00028787414,0.8285974,0.000031165535,0.000007930769,0.0000027747362,0.000034061726,0.16592598,0.0017913795,0.00012588857,0.0029426974,0.000119441465],"about_ca_topic_score_codex":0.0006295794,"about_ca_topic_score_gemma":0.000031956253,"teacher_disagreement_score":0.5453056,"about_ca_system_score_codex":0.000004160237,"about_ca_system_score_gemma":0.00000379242,"threshold_uncertainty_score":0.20753397},"labels":[],"label_agreement":null},{"id":"W2320417354","doi":"10.1190/sageep.27-174","title":"A SUMMARY OF NEAR SURFACE GEOPHYSICAL SURVEYS AROUND KITIMAT, BRITISH COLUMBIA","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geophysics; Geology; Meteorology; Remote sensing; Geography","score_opus":0.0031039282187931517,"score_gpt":0.15017803861512144,"score_spread":0.14707411039632828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320417354","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":[0.9942969,0.00004156088,0.00477204,0.00013122924,0.000028224535,0.00020215561,0.0001693475,0.000015430343,0.00034309766],"genre_scores_gemma":[0.99913406,0.00007577292,0.00035506548,0.0000642016,0.000040488863,0.000004289778,0.00013482128,0.000008419555,0.0001828673],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915785,0.00005002768,0.00020774773,0.00022868086,0.00019482647,0.00016089897],"domain_scores_gemma":[0.99941003,0.00015183688,0.00009081895,0.00026049386,0.0000064287447,0.000080396625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445375,0.00010369222,0.0002059651,0.00000996379,0.000091031034,0.00006199352,0.00016578114,0.000036918485,0.00003581783],"category_scores_gemma":[0.0000039525225,0.00011151553,0.0000625199,0.00009885822,0.000093857,0.000055407174,0.000024648605,0.00008284476,0.000056201054],"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":[0.000009550582,0.00014421361,0.050443664,0.0001297939,0.00009187516,2.7059914e-7,0.000120544624,0.8766033,0.053429097,0.00027543242,0.0006461675,0.018106112],"study_design_scores_gemma":[0.00020346438,0.00026622962,0.38006523,0.00005316272,0.000039994877,0.000002232233,0.00004433098,0.6140002,0.0004783007,0.0011322825,0.00344609,0.0002684658],"about_ca_topic_score_codex":0.021012226,"about_ca_topic_score_gemma":0.00024070023,"teacher_disagreement_score":0.32962158,"about_ca_system_score_codex":0.0000046291734,"about_ca_system_score_gemma":0.0000039214556,"threshold_uncertainty_score":0.98550695},"labels":[],"label_agreement":null},{"id":"W4229545357","doi":"10.4133/sageep.27-106","title":"GEOPHYSICAL CHARACTERIZATION OF GROUNDWATER FLOW AND SALT TRANSPORT IN AN OIL-SAND TAILINGS POND DAM, ALBERTA, CANADA","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","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 Alberta; University of Calgary","funders":"","keywords":"Tailings; Oil sands; Land reclamation; Electrical resistivity tomography; Geology; Tailings dam; Hydrogeology; Groundwater; Hydraulic conductivity; Groundwater flow; Hydrology (agriculture); Mining engineering; Asphalt; Environmental science; Geotechnical engineering; Aquifer; Soil water; Soil science; Archaeology; Electrical resistivity and conductivity; Engineering","score_opus":0.0027551658524160973,"score_gpt":0.1535935450834816,"score_spread":0.15083837923106552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229545357","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":[0.9970209,0.0000063315283,0.002370345,0.00031369954,0.000025419322,0.0001499931,0.000031109495,0.000005648046,0.0000765593],"genre_scores_gemma":[0.99939704,0.00001808065,0.00023129594,0.00009240191,0.000039643506,0.000012499648,0.00014820954,0.000006781179,0.00005404658],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991806,0.0000334174,0.00021092438,0.00024233307,0.00016397724,0.00016875325],"domain_scores_gemma":[0.99953175,0.00012625419,0.00006400396,0.0001725325,0.0000055091737,0.000099944045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013751625,0.00014055351,0.00019970808,0.00003220245,0.000041479798,0.000008974834,0.00010921771,0.00003898865,0.000010644402],"category_scores_gemma":[0.000003396396,0.00010645567,0.000021073674,0.00009721762,0.000044639317,0.00008258599,0.000010583425,0.00009962239,0.0000061889336],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077199846,0.00017849208,0.01555597,0.00017120414,0.000019749072,2.139057e-7,0.00047121645,0.059961475,0.8209161,0.0007417719,0.0000037762104,0.101902805],"study_design_scores_gemma":[0.00025229403,0.00047641012,0.7210265,0.00002896259,0.000017862274,9.946972e-7,0.000010771037,0.25817618,0.018150454,0.0006807183,0.0009271625,0.00025169173],"about_ca_topic_score_codex":0.07642586,"about_ca_topic_score_gemma":0.0054533747,"teacher_disagreement_score":0.80276567,"about_ca_system_score_codex":0.0000063302696,"about_ca_system_score_gemma":0.000007150032,"threshold_uncertainty_score":0.9297243},"labels":[],"label_agreement":null},{"id":"W4234116848","doi":"10.4133/sageep.27-042","title":"COMBINING LAND AND WATERBORNE ELECTRICAL RESISTIVITY TOMOGRAPHY FOR IMPROVED INFRASTRUCTURE PLANNING ON WATERWAYS","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Geophysical and Geoelectrical Methods","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":"Electrical resistivity tomography; Pipeline transport; Bedrock; Geology; Land use; Mining engineering; Civil engineering; Environmental science; Electrical resistivity and conductivity; Engineering; Geomorphology; Environmental engineering","score_opus":0.0037796447519776615,"score_gpt":0.17480645589683322,"score_spread":0.17102681114485555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234116848","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":[0.96262175,0.000042857246,0.03609867,0.00044339662,0.000038626382,0.00053277053,0.000045662953,0.000031663938,0.00014459745],"genre_scores_gemma":[0.9981273,0.000014242485,0.0015671845,0.00014381329,0.00006006372,0.000028141696,0.000039576567,0.00000726825,0.000012447149],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99924964,0.00003058177,0.00013936945,0.00026752613,0.00009968554,0.00021321136],"domain_scores_gemma":[0.9993248,0.00036027,0.000053045856,0.00015875671,0.000004649948,0.000098496865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021272166,0.0001530466,0.00017629137,0.00004489587,0.00011532884,0.000023969014,0.000101916085,0.000050800638,0.000002506721],"category_scores_gemma":[0.000011653411,0.00010211864,0.0000376414,0.00008468397,0.000040495706,0.000032867007,0.000017368791,0.00013344215,0.0000072913076],"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":[0.00037108912,0.00014070132,0.010204133,0.0001782385,0.00006978095,1.3298731e-7,0.00039514428,0.23245963,0.41892156,0.0056963754,0.00010176472,0.33146143],"study_design_scores_gemma":[0.0005393434,0.002036904,0.48219684,0.000045789417,0.000033418008,0.0000015370778,0.0000083928135,0.4792457,0.018366976,0.014376194,0.0027790507,0.00036987042],"about_ca_topic_score_codex":0.000051580646,"about_ca_topic_score_gemma":5.7945505e-7,"teacher_disagreement_score":0.4719927,"about_ca_system_score_codex":0.0000035289117,"about_ca_system_score_gemma":0.0000014966723,"threshold_uncertainty_score":0.41642773},"labels":[],"label_agreement":null},{"id":"W4234610942","doi":"10.4133/sageep.27-129","title":"MULTI-COMPONENT VIBRO-SEISMIC TECHNIQUES FOR ASSESSING GAS ESCAPE FEATURES, FAULTS AND LANDSLIDES","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","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","funders":"","keywords":"Seismology; Offset (computer science); Seismic survey; Geology; Reflection (computer programming); Landslide; Component (thermodynamics); Seismic wave; Survey research; Computer science; Acoustics; Physics","score_opus":0.004314013550493309,"score_gpt":0.17923145495967233,"score_spread":0.17491744140917903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234610942","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":[0.875404,0.00013759232,0.122600004,0.001021626,0.000032264168,0.0005348193,0.00008433545,0.000046391946,0.00013896059],"genre_scores_gemma":[0.9947588,0.00012285319,0.00473889,0.0001521961,0.000052723903,0.00002247117,0.00010707663,0.000008001999,0.000036983423],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993891,0.000015551308,0.00013670807,0.00022126666,0.00009975059,0.00013762769],"domain_scores_gemma":[0.9995747,0.000121397345,0.000066658606,0.00016954553,0.0000041143103,0.00006354469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019920738,0.00012955087,0.0001425922,0.00004001808,0.00010056645,0.000032303036,0.000098553326,0.000037823782,0.0000029681285],"category_scores_gemma":[0.0000035979313,0.00009450238,0.00003750848,0.00004139261,0.000035086076,0.000058547383,0.000016937653,0.00006558108,0.0000081799935],"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":[0.000036789017,0.00011042816,0.0059239143,0.00022613123,0.00008704319,1.2759318e-7,0.00033695597,0.27000305,0.6137777,0.0009824248,0.00020783249,0.108307615],"study_design_scores_gemma":[0.00026470848,0.0001620862,0.048213165,0.000059938717,0.00004369904,0.000002965807,0.000075387,0.92943645,0.011175523,0.00082825974,0.009462563,0.00027524386],"about_ca_topic_score_codex":0.00028676324,"about_ca_topic_score_gemma":0.0000037799202,"teacher_disagreement_score":0.6594334,"about_ca_system_score_codex":0.0000043110654,"about_ca_system_score_gemma":0.0000015464427,"threshold_uncertainty_score":0.3853695},"labels":[],"label_agreement":null},{"id":"W4238265684","doi":"10.4133/sageep.27-015","title":"REFLECTION OF WINTER ROAD SALINITY IN P-THEM DATA","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Geophysical and Geoelectrical Methods","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":"Test site; Salinity; Environmental geology; Geology; Test (biology); Hydrology (agriculture); Oceanography; Environmental science; Mining engineering; Seismology; Tectonics; Geotechnical engineering; Metamorphic petrology; Paleontology","score_opus":0.014149083822081441,"score_gpt":0.21057399850585715,"score_spread":0.1964249146837757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238265684","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":[0.9852799,0.000018985467,0.013015196,0.00043998158,0.000044005075,0.0002739013,0.00004446563,0.000014275097,0.00086927344],"genre_scores_gemma":[0.99902093,0.000023399107,0.0007718941,0.000054794673,0.000038167018,0.0000060903135,0.000053389904,0.0000039291517,0.00002742659],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993141,0.000042211217,0.0001832552,0.0002127434,0.00012761023,0.00012007187],"domain_scores_gemma":[0.99938124,0.00014814573,0.00006541257,0.00035488151,0.0000033921963,0.00004694281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003342404,0.000093755734,0.0001409433,0.000029510627,0.000025879515,0.0000061086253,0.00021864311,0.000032464817,0.000017605655],"category_scores_gemma":[0.000013145974,0.00006827702,0.000021257396,0.000119228665,0.000035758003,0.00005384506,0.000036995865,0.00010209709,0.000071231574],"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":[0.00010658273,0.0002937684,0.015314868,0.00015478946,0.000037674017,9.5431886e-8,0.00033424105,0.22475599,0.292719,0.002616986,0.00012650073,0.4635395],"study_design_scores_gemma":[0.00031356415,0.0005667128,0.53140384,0.000049772643,0.000020666463,0.0000014438677,0.000024273955,0.43828544,0.017127924,0.0077805407,0.004139565,0.00028624936],"about_ca_topic_score_codex":0.00048784612,"about_ca_topic_score_gemma":0.000010957639,"teacher_disagreement_score":0.51608896,"about_ca_system_score_codex":0.0000035905227,"about_ca_system_score_gemma":0.0000019056677,"threshold_uncertainty_score":0.2784256},"labels":[],"label_agreement":null},{"id":"W4240930442","doi":"10.4133/sageep.27-044","title":"ENHANCED ELECTRODE SEQUENCES FOR 2D ERI: FORWARD MODELING AND FIELD RESULTS","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Non-Destructive Testing Techniques","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":"Queen's University","funders":"","keywords":"Electrode; Field (mathematics); Computer science; Mathematics; Chemistry","score_opus":0.00486822666386598,"score_gpt":0.18790081626567803,"score_spread":0.18303258960181204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240930442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38169184,0.000023450037,0.61710757,0.00017971547,0.000020189531,0.0004414224,0.000015269576,0.00013736422,0.0003831927],"genre_scores_gemma":[0.97235286,0.00006965527,0.027162613,0.000035949543,0.000042578908,0.00028685667,0.000013354516,0.000031172713,0.0000049320543],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993461,0.000007044793,0.00018549644,0.00021167561,0.000085727464,0.0001639894],"domain_scores_gemma":[0.9995033,0.00016499027,0.00003959493,0.00023708554,0.000006696694,0.000048301867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017959475,0.0001533598,0.00014097345,0.00003641979,0.000053574735,0.000015760783,0.0001164745,0.00004810516,3.3307435e-7],"category_scores_gemma":[0.000015282443,0.0001359088,0.000025613857,0.00004302571,0.000023645327,0.000052273925,0.00003323437,0.00009314482,0.0000029218559],"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":[0.000012225776,0.000007596487,0.000005947767,0.000068504414,0.00001191206,6.3836514e-9,0.000111308305,0.13753204,0.8521557,0.008456557,0.000026439966,0.0016118023],"study_design_scores_gemma":[0.00019723433,0.00031834777,0.00005433418,0.000057467776,0.000016118554,0.0000012141134,0.0000140054235,0.6876658,0.28186706,0.0293418,0.0002285262,0.00023807486],"about_ca_topic_score_codex":0.00001877112,"about_ca_topic_score_gemma":6.295584e-7,"teacher_disagreement_score":0.59066105,"about_ca_system_score_codex":0.00002842868,"about_ca_system_score_gemma":0.0000015785256,"threshold_uncertainty_score":0.55422},"labels":[],"label_agreement":null},{"id":"W4242041477","doi":"10.4133/sageep.27-039","title":"GEOPHYSICAL METHODS AS AN AID TO PLANNING, MONITORING, AND ABANDONING TAILINGS FACILITIES IN THE ALBERTA OIL SANDS","year":2014,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014","topic":"Geophysical and Geoelectrical Methods","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":"Tailings; Oil sands; Mining engineering; Petroleum engineering; Geology; Archaeology; Geography","score_opus":0.007044896640522637,"score_gpt":0.22411036435001944,"score_spread":0.2170654677094968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242041477","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":[0.99418896,0.00005114603,0.0040219105,0.00059997936,0.00004154826,0.00022358353,0.0000085050715,0.000016823276,0.00084751134],"genre_scores_gemma":[0.9968931,0.000023869368,0.0025625145,0.00017082365,0.000109356864,0.000039052957,0.00001488483,0.000007863859,0.00017853042],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99885815,0.00012776227,0.00020285483,0.00034036674,0.00020637277,0.00026446048],"domain_scores_gemma":[0.9988099,0.0007064455,0.000052738513,0.00028705696,0.000004888835,0.00013899105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000562724,0.00019534343,0.00021383156,0.000052509633,0.00012111551,0.000048809718,0.00024785686,0.00005001649,0.0000066832517],"category_scores_gemma":[0.000033168515,0.00012734414,0.000035955527,0.00015305416,0.000060674618,0.00008598171,0.000035376932,0.00020230742,0.00005050146],"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":[0.00018637195,0.00027888856,0.019113332,0.00020557467,0.00005430145,6.2205964e-7,0.011577301,0.26636365,0.19400215,0.010370275,0.000054810258,0.4977927],"study_design_scores_gemma":[0.0012110588,0.0046372013,0.6128236,0.00022051897,0.00008665725,0.000016115375,0.0013418773,0.2621758,0.040306315,0.022540051,0.05306327,0.0015775178],"about_ca_topic_score_codex":0.0027492298,"about_ca_topic_score_gemma":0.0000111531945,"teacher_disagreement_score":0.5937103,"about_ca_system_score_codex":0.0000053486096,"about_ca_system_score_gemma":0.0000030820786,"threshold_uncertainty_score":0.5192943},"labels":[],"label_agreement":null}]}