{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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","author_layer_release":"2026-06-26"},"query_hash":"dec8b3679689","filters":{"venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2014"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Erin Ernst","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003779644751977662,"gpt":0.1748064558968332,"spread":0.1710268111448555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002127217,0.0001530466,0.0001762914,0.00004489587,0.0001153288,0.00002396901,0.0001019161,0.00005080064,0.000002506721],"category_scores_gemma":[0.00001165341,0.0001021186,0.0000376414,0.00008468397,0.00004049571,0.00003286701,0.00001736879,0.0001334422,0.000007291308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003528912,"about_ca_system_score_gemma":0.000001496672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005158065,"about_ca_topic_score_gemma":5.79455e-7,"domain_scores_codex":[0.9992496,0.00003058177,0.0001393695,0.0002675261,0.00009968554,0.0002132114],"domain_scores_gemma":[0.9993248,0.00036027,0.00005304586,0.0001587567,0.000004649948,0.00009849686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003710891,0.0001407013,0.01020413,0.0001782385,0.00006978095,1.329873e-7,0.0003951443,0.2324596,0.4189216,0.005696375,0.0001017647,0.3314614],"study_design_scores_gemma":[0.0005393434,0.002036904,0.4821968,0.00004578942,0.00003341801,0.000001537078,0.000008392813,0.4792457,0.01836698,0.01437619,0.002779051,0.0003698704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626217,0.00004285725,0.03609867,0.0004433966,0.00003862638,0.0005327705,0.00004566295,0.00003166394,0.0001445974],"genre_scores_gemma":[0.9981273,0.00001424249,0.001567184,0.0001438133,0.00006006372,0.0000281417,0.00003957657,0.00000726825,0.00001244715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4719927,"threshold_uncertainty_score":0.4164277,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Anton Vetrov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414908382208144,"gpt":0.2105739985058571,"spread":0.1964249146837757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003342404,0.00009375573,0.0001409433,0.00002951063,0.00002587952,0.000006108625,0.0002186431,0.00003246482,0.00001760565],"category_scores_gemma":[0.00001314597,0.00006827702,0.0000212574,0.0001192287,0.000035758,0.00005384506,0.00003699587,0.0001020971,0.00007123157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003590523,"about_ca_system_score_gemma":0.000001905668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004878461,"about_ca_topic_score_gemma":0.00001095764,"domain_scores_codex":[0.9993141,0.00004221122,0.0001832552,0.0002127434,0.0001276102,0.0001200719],"domain_scores_gemma":[0.9993812,0.0001481457,0.00006541257,0.0003548815,0.000003392196,0.00004694281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001065827,0.0002937684,0.01531487,0.0001547895,0.00003767402,9.543189e-8,0.000334241,0.224756,0.292719,0.002616986,0.0001265007,0.4635395],"study_design_scores_gemma":[0.0003135641,0.0005667128,0.5314038,0.00004977264,0.00002066646,0.000001443868,0.00002427396,0.4382854,0.01712792,0.007780541,0.004139565,0.0002862494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852799,0.00001898547,0.0130152,0.0004399816,0.00004400508,0.0002739013,0.00004446563,0.0000142751,0.0008692734],"genre_scores_gemma":[0.9990209,0.00002339911,0.0007718941,0.00005479467,0.00003816702,0.000006090313,0.0000533899,0.000003929152,0.00002742659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.516089,"threshold_uncertainty_score":0.2784256,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Aaron Booterbaugh","is_ca":true},{"name":"L. R. Bentley","is_ca":true},{"name":"C. A. Mendoza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002755165852416097,"gpt":0.1535935450834816,"spread":0.1508383792310655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001375163,0.0001405535,0.0001997081,0.00003220245,0.0000414798,0.000008974834,0.0001092177,0.00003898865,0.0000106444],"category_scores_gemma":[0.000003396396,0.0001064557,0.00002107367,0.00009721762,0.00004463932,0.00008258599,0.00001058343,0.00009962239,0.000006188934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000633027,"about_ca_system_score_gemma":0.000007150032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07642586,"about_ca_topic_score_gemma":0.005453375,"domain_scores_codex":[0.9991806,0.0000334174,0.0002109244,0.0002423331,0.0001639772,0.0001687532],"domain_scores_gemma":[0.9995317,0.0001262542,0.00006400396,0.0001725325,0.000005509174,0.00009994405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007719985,0.0001784921,0.01555597,0.0001712041,0.00001974907,2.139057e-7,0.0004712165,0.05996148,0.8209161,0.0007417719,0.00000377621,0.1019028],"study_design_scores_gemma":[0.000252294,0.0004764101,0.7210265,0.00002896259,0.00001786227,9.946972e-7,0.00001077104,0.2581762,0.01815045,0.0006807183,0.0009271625,0.0002516917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970209,0.000006331528,0.002370345,0.0003136995,0.00002541932,0.0001499931,0.0000311095,0.000005648046,0.0000765593],"genre_scores_gemma":[0.999397,0.00001808065,0.0002312959,0.00009240191,0.00003964351,0.00001249965,0.0001482095,0.000006781179,0.00005404658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8027657,"threshold_uncertainty_score":0.9297243,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"A J -M Pugin","is_ca":true},{"name":"S E Pullan","is_ca":true},{"name":"A. Hunter James","is_ca":true},{"name":"Kevin Brewer","is_ca":true},{"name":"Timothy Cartwright","is_ca":true},{"name":"G R Brooks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004314013550493309,"gpt":0.1792314549596723,"spread":0.174917441409179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992074,0.0001295509,0.0001425922,0.00004001808,0.0001005665,0.00003230304,0.00009855333,0.00003782378,0.000002968128],"category_scores_gemma":[0.000003597931,0.00009450238,0.00003750848,0.00004139261,0.00003508608,0.00005854738,0.00001693765,0.00006558108,0.000008179994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004311065,"about_ca_system_score_gemma":0.000001546443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002867632,"about_ca_topic_score_gemma":0.00000377992,"domain_scores_codex":[0.9993891,0.00001555131,0.0001367081,0.0002212667,0.00009975059,0.0001376277],"domain_scores_gemma":[0.9995747,0.0001213973,0.00006665861,0.0001695455,0.00000411431,0.00006354469],"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":[0.00003678902,0.0001104282,0.005923914,0.0002261312,0.00008704319,1.275932e-7,0.000336956,0.2700031,0.6137777,0.0009824248,0.0002078325,0.1083076],"study_design_scores_gemma":[0.0002647085,0.0001620862,0.04821317,0.00005993872,0.00004369904,0.000002965807,0.000075387,0.9294364,0.01117552,0.0008282597,0.009462563,0.0002752439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.875404,0.0001375923,0.1226,0.001021626,0.00003226417,0.0005348193,0.00008433545,0.00004639195,0.0001389606],"genre_scores_gemma":[0.9947588,0.0001228532,0.00473889,0.0001521961,0.0000527239,0.00002247117,0.0001070766,0.000008001999,0.00003698342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6594334,"threshold_uncertainty_score":0.3853695,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tailings; Oil sands; Mining engineering; Petroleum engineering; Geology; Archaeology; Geography","authors":[{"name":"Paul Bauman","is_ca":false},{"name":"Dan Parker","is_ca":false},{"name":"Laurie Pankratow","is_ca":false},{"name":"Kim Hume","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007044896640522637,"gpt":0.2241103643500194,"spread":0.2170654677094968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000562724,0.0001953434,0.0002138316,0.00005250963,0.0001211155,0.00004880972,0.0002478569,0.00005001649,0.000006683252],"category_scores_gemma":[0.00003316852,0.0001273441,0.00003595553,0.0001530542,0.00006067462,0.00008598171,0.00003537693,0.0002023074,0.00005050146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000534861,"about_ca_system_score_gemma":0.000003082079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274923,"about_ca_topic_score_gemma":0.00001115319,"domain_scores_codex":[0.9988582,0.0001277623,0.0002028548,0.0003403667,0.0002063728,0.0002644605],"domain_scores_gemma":[0.9988099,0.0007064455,0.00005273851,0.000287057,0.000004888835,0.000138991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000186372,0.0002788886,0.01911333,0.0002055747,0.00005430145,6.220596e-7,0.0115773,0.2663637,0.1940022,0.01037028,0.00005481026,0.4977927],"study_design_scores_gemma":[0.001211059,0.004637201,0.6128236,0.000220519,0.00008665725,0.00001611537,0.001341877,0.2621758,0.04030631,0.02254005,0.05306327,0.001577518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994189,0.00005114603,0.00402191,0.0005999794,0.00004154826,0.0002235835,0.000008505071,0.00001682328,0.0008475113],"genre_scores_gemma":[0.9968931,0.00002386937,0.002562515,0.0001708237,0.0001093569,0.00003905296,0.00001488483,0.000007863859,0.0001785304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5937103,"threshold_uncertainty_score":0.5192943,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geophysics; Geology; Meteorology; Remote sensing; Geography","authors":[{"name":"Christian Sampaleanu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003103928218793152,"gpt":0.1501780386151214,"spread":0.1470741103963283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445375,0.0001036922,0.0002059651,0.00000996379,0.00009103103,0.00006199352,0.0001657811,0.00003691849,0.00003581783],"category_scores_gemma":[0.000003952523,0.0001115155,0.0000625199,0.00009885822,0.000093857,0.00005540717,0.00002464861,0.00008284476,0.00005620105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004629173,"about_ca_system_score_gemma":0.000003921456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02101223,"about_ca_topic_score_gemma":0.0002407002,"domain_scores_codex":[0.9991578,0.00005002768,0.0002077477,0.0002286809,0.0001948265,0.000160899],"domain_scores_gemma":[0.99941,0.0001518369,0.00009081895,0.0002604939,0.000006428745,0.00008039662],"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":[0.000009550582,0.0001442136,0.05044366,0.0001297939,0.00009187516,2.705991e-7,0.0001205446,0.8766033,0.0534291,0.0002754324,0.0006461675,0.01810611],"study_design_scores_gemma":[0.0002034644,0.0002662296,0.3800652,0.00005316272,0.00003999488,0.000002232233,0.00004433098,0.6140002,0.0004783007,0.001132283,0.00344609,0.0002684658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942969,0.00004156088,0.00477204,0.0001312292,0.00002822453,0.0002021556,0.0001693475,0.00001543034,0.0003430977],"genre_scores_gemma":[0.9991341,0.00007577292,0.0003550655,0.0000642016,0.00004048886,0.000004289778,0.0001348213,0.000008419555,0.0001828673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296216,"threshold_uncertainty_score":0.985507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Ting-Kuei Chou","is_ca":true},{"name":"Michel Chouteau","is_ca":true},{"name":"Jean‐Sébastien Dubé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008868205882420543,"gpt":0.1926095490979209,"spread":0.1837413432155004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002751056,0.0002093442,0.0002371259,0.00004569053,0.0001317384,0.00002957463,0.0002109802,0.00005845662,0.00001164434],"category_scores_gemma":[0.00001832985,0.0001509634,0.00008363987,0.0001346033,0.00006785984,0.00006977111,0.0000307181,0.0001388526,0.00004581773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001062591,"about_ca_system_score_gemma":0.000004676052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003022422,"about_ca_topic_score_gemma":0.000005376197,"domain_scores_codex":[0.9988976,0.00004263346,0.0002410413,0.0003392314,0.0002022515,0.0002772431],"domain_scores_gemma":[0.9991577,0.0003294016,0.00009947482,0.0002671622,0.000009959856,0.0001363059],"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":[0.00003666378,0.00006976168,0.0004682835,0.0001322162,0.00004271231,4.137229e-8,0.0002610497,0.7103159,0.2097217,0.005695847,0.00004982585,0.07320605],"study_design_scores_gemma":[0.0002194396,0.0004929418,0.01018451,0.00003699727,0.00004251764,0.000001560884,0.00002684962,0.9508989,0.01674428,0.01557391,0.005451335,0.0003267153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8167118,0.00003882121,0.1812021,0.0005754229,0.000117025,0.001073277,0.00005663452,0.0000480157,0.0001768958],"genre_scores_gemma":[0.9939952,0.00001706725,0.005563452,0.0001592005,0.0001368813,0.00003681261,0.00004465767,0.00001267494,0.00003409088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405831,"threshold_uncertainty_score":0.6156108,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Geology; Engineering; Civil engineering","authors":[{"name":"Karl E. Butler","is_ca":false},{"name":"Andrew Ringeri","is_ca":false},{"name":"Kerry T. B. MacQuarrie","is_ca":false},{"name":"Neema Shija","is_ca":false},{"name":"Bruce G. Colpitts","is_ca":false},{"name":"Bruce T. McLean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00332411190125717,"gpt":0.1444175339462432,"spread":0.141093422044986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001930308,0.00008417447,0.00009838332,0.00001762049,0.00009373466,0.00001246415,0.00009399196,0.00002602463,0.0000101082],"category_scores_gemma":[0.000002669677,0.00005089259,0.00001538,0.00006011099,0.00004682188,0.0000593055,0.00002295522,0.00004928062,0.00003718815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004160237,"about_ca_system_score_gemma":0.00000379242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006295794,"about_ca_topic_score_gemma":0.00003195625,"domain_scores_codex":[0.9995153,0.00001615357,0.0001500842,0.0001151855,0.0001134389,0.00008986966],"domain_scores_gemma":[0.9996037,0.0001012189,0.00008763124,0.0001588943,0.000004590534,0.0000439287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00007298665,0.00002799195,0.2832918,0.0005181959,0.00003237737,3.144243e-8,0.0008993871,0.6477868,0.03233738,0.006199386,0.00006444711,0.02876921],"study_design_scores_gemma":[0.0001333886,0.0002878741,0.8285974,0.00003116553,0.000007930769,0.000002774736,0.00003406173,0.165926,0.00179138,0.0001258886,0.002942697,0.0001194415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970977,0.00008698832,0.001695698,0.0002637029,0.00001717592,0.0002309927,0.00001156245,0.00001217874,0.0005840006],"genre_scores_gemma":[0.999669,0.00009292219,0.00009060272,0.00002319018,0.000019854,0.000003986822,0.00002102548,0.000002929621,0.00007644994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5453056,"threshold_uncertainty_score":0.207534,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Electrode; Field (mathematics); Computer science; Mathematics; Chemistry","authors":[{"name":"Dylan Maxwell","is_ca":true},{"name":"Rob Luzitano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00486822666386598,"gpt":0.187900816265678,"spread":0.183032589601812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795947,0.0001533598,0.0001409735,0.00003641979,0.00005357473,0.00001576078,0.0001164745,0.00004810516,3.330744e-7],"category_scores_gemma":[0.00001528244,0.0001359088,0.00002561386,0.00004302571,0.00002364533,0.00005227392,0.00003323437,0.00009314482,0.000002921856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002842868,"about_ca_system_score_gemma":0.000001578526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001877112,"about_ca_topic_score_gemma":6.295584e-7,"domain_scores_codex":[0.9993461,0.000007044793,0.0001854964,0.0002116756,0.00008572746,0.0001639894],"domain_scores_gemma":[0.9995033,0.0001649903,0.00003959493,0.0002370855,0.000006696694,0.00004830187],"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":[0.00001222578,0.000007596487,0.000005947767,0.00006850441,0.00001191206,6.383651e-9,0.0001113083,0.137532,0.8521557,0.008456557,0.00002643997,0.001611802],"study_design_scores_gemma":[0.0001972343,0.0003183478,0.00005433418,0.00005746778,0.00001611855,0.000001214113,0.00001400542,0.6876658,0.2818671,0.0293418,0.0002285262,0.0002380749],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3816918,0.00002345004,0.6171076,0.0001797155,0.00002018953,0.0004414224,0.00001526958,0.0001373642,0.0003831927],"genre_scores_gemma":[0.9723529,0.00006965527,0.02716261,0.00003594954,0.00004257891,0.0002868567,0.00001335452,0.00003117271,0.000004932054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.590661,"threshold_uncertainty_score":0.55422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}