{"meta":{"query_hash":"327753a9e797","filters":{"venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002"},"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/327753a9e797","api":"https://metacan.xera.ac/api/v1/cohort?venue=Symposium+on+the+Application+of+Geophysics+to+Engineering+and+Environmental+Problems+2002"},"results":[{"id":"W4210411939","doi":"10.4133/1.2927141","title":"Microsis: The Method and Equipment for Non‐Destructive Testing of Foundations and Concrete Constructions Based on Modal Analysis","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Geodetic Measurements and Engineering Structures","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":"Geophysics GPR International","funders":"","keywords":"Modal; Modal analysis; Computer science; Nondestructive testing; Structural engineering; Engineering; Construction engineering; Finite element method; Materials science; Composite material","score_opus":0.01040597076867283,"score_gpt":0.1934866636852664,"score_spread":0.18308069291659357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210411939","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068101855,0.00144652,0.9142381,0.0002525007,0.0003359003,0.00068376254,0.006733599,0.027687777,0.04181173],"genre_scores_gemma":[0.08056423,0.0020925591,0.8124869,0.00028591623,0.00024407994,0.0017728631,0.010640177,0.0054491004,0.08646407],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99669194,0.00023354909,0.00010981881,0.00031675765,0.0025505514,0.000097328215],"domain_scores_gemma":[0.99833137,0.00041307247,0.00015236065,0.00041543256,0.00059730164,0.000090528905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015872787,0.0017041025,0.00089406344,0.006005642,0.00063706946,0.0012041172,0.0014251927,0.00080655806,0.06766362],"category_scores_gemma":[0.0021052645,0.0011570978,0.00081690034,0.0018402787,0.00082602026,0.0015333667,0.002529109,0.0010669881,0.022817325],"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":[0.0002587169,0.00009510868,0.003623142,0.00088827696,0.0000999445,0.00020142514,0.0003542722,0.0040667453,0.20096074,0.013360346,0.07287498,0.7032163],"study_design_scores_gemma":[0.00014442798,0.00045771696,0.021475388,0.00039077122,0.00014121032,0.0024920078,0.00042099398,0.045753784,0.36351645,0.011390043,0.5535253,0.00029189367],"about_ca_topic_score_codex":0.0020251425,"about_ca_topic_score_gemma":0.004493241,"teacher_disagreement_score":0.06766362,"about_ca_system_score_codex":0.00067901216,"about_ca_system_score_gemma":0.001413367,"threshold_uncertainty_score":0.22635734},"labels":[],"label_agreement":null},{"id":"W4233399787","doi":"10.4133/1.2927165","title":"Creating and Correcting a Digital Terrain Elevation Model Using Radar Altimetry and GPS Data Acquired from Aeromagnetic Surveys","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Geophysics and Gravity Measurements","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":"McMaster University","funders":"","keywords":"Digital elevation model; Global Positioning System; Geology; Geodesy; Terrain; Elevation (ballistics); Altimeter; Remote sensing; Radar; Computer science; Cartography; Geography; Telecommunications; Engineering","score_opus":0.020500160942840955,"score_gpt":0.18302739329855247,"score_spread":0.1625272323557115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233399787","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":[0.16755387,0.00034313355,0.76730853,0.0010045172,0.00045021117,0.00038032563,0.020533519,0.022476235,0.019949635],"genre_scores_gemma":[0.4874029,0.00077437214,0.47914457,0.0000988372,0.00005855698,0.00019581863,0.022194108,0.0012774656,0.008853396],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996259,0.00003822035,0.00002961176,0.000081588165,0.00019469872,0.000029933939],"domain_scores_gemma":[0.99950826,0.000051891293,0.000054171764,0.00013124385,0.00022656065,0.000027902019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039543925,0.0005932384,0.00040414772,0.001642152,0.00037798187,0.0012670616,0.0007122752,0.00059818797,0.0045550736],"category_scores_gemma":[0.0020729573,0.00048618866,0.0007620844,0.0019786044,0.00024965205,0.0010058556,0.00096523843,0.00049180974,0.004321749],"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":[0.00012395703,0.000100384714,0.04454218,0.00026871054,0.000117951255,0.00047202647,0.00053586654,0.37860188,0.01570908,0.0037448157,0.034297276,0.5214859],"study_design_scores_gemma":[0.000084415995,0.000080321406,0.046208747,0.00013272016,0.00011703571,0.00035701416,0.00066835765,0.8545296,0.018013839,0.0028662705,0.076770164,0.0001715513],"about_ca_topic_score_codex":0.03483434,"about_ca_topic_score_gemma":0.049582146,"teacher_disagreement_score":0.03483434,"about_ca_system_score_codex":0.00072730216,"about_ca_system_score_gemma":0.001517721,"threshold_uncertainty_score":0.06926316},"labels":[],"label_agreement":null},{"id":"W4239019888","doi":"10.4133/1.2927126","title":"Vadose Zone Transport Field Study: 3D Casing Tomography and High Resolution Resistivity","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Advanced MRI Techniques and Applications","field":"Medicine","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":"Vadose zone; Casing; Electrical resistivity tomography; Geology; Tomography; Electrical resistivity and conductivity; Field (mathematics); High resolution; Resolution (logic); Geotechnical engineering; Soil science; Remote sensing; Geophysics; Groundwater; Optics; Engineering; Computer science; Physics; Electrical engineering","score_opus":0.006992763505738999,"score_gpt":0.19817807502945609,"score_spread":0.1911853115237171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239019888","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":[0.95801497,0.00025590416,0.010077541,0.0005809415,0.0000499001,0.00045934963,0.01823448,0.00044899428,0.011877887],"genre_scores_gemma":[0.9747474,0.00022055626,0.0115553755,0.0001001795,0.000040999093,0.0001437698,0.0067920084,0.000077180215,0.0063224733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981135,0.000024359188,0.000011528786,0.000042178384,0.00008485958,0.000025692558],"domain_scores_gemma":[0.9997645,0.000033101805,0.0000329108,0.00003751287,0.00009558769,0.000036360423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027796708,0.0002859538,0.0002291621,0.0012761349,0.000572623,0.0005262052,0.00044470985,0.0005243481,0.003716938],"category_scores_gemma":[0.0004312529,0.00020499752,0.00020675793,0.0010674761,0.00038607116,0.00063120166,0.00042628244,0.00045054592,0.00074585446],"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":[0.0011776659,0.0017909663,0.6143923,0.00026731816,0.00016850111,0.0055742306,0.0014150655,0.029558513,0.06293683,0.00404721,0.044793133,0.23387833],"study_design_scores_gemma":[0.00019956696,0.00063008314,0.8991518,0.00005803399,0.0000771399,0.0031039908,0.0012134473,0.032200977,0.022376405,0.0017063649,0.039153427,0.00012874116],"about_ca_topic_score_codex":0.030350924,"about_ca_topic_score_gemma":0.0488314,"teacher_disagreement_score":0.030350924,"about_ca_system_score_codex":0.0008085847,"about_ca_system_score_gemma":0.0010084651,"threshold_uncertainty_score":0.06034851},"labels":[],"label_agreement":null},{"id":"W4241788493","doi":"10.4133/1.2927151","title":"Azimuthal Resistivity to Characterize Fractures in a Glacial Till","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","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":"University of Saskatchewan","funders":"","keywords":"Electrical resistivity and conductivity; Geology; Glacial period; Azimuth; Geomorphology; Electrical engineering; Physics; Engineering; Astronomy","score_opus":0.00857404153478023,"score_gpt":0.19213663040477624,"score_spread":0.18356258886999602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241788493","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":[0.9166384,0.002187392,0.048058946,0.0005637174,0.00010278694,0.00006775549,0.003384697,0.0010339023,0.027962372],"genre_scores_gemma":[0.9859752,0.0006787383,0.009886774,0.00005402383,0.0000249809,0.000015111896,0.0005920461,0.000032602744,0.0027405035],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986637,0.000016995024,0.000007400739,0.000023078408,0.00006890992,0.000017252256],"domain_scores_gemma":[0.99978393,0.00004558994,0.000042609256,0.000017745318,0.0000874718,0.000022544562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027603866,0.0001901896,0.000118558135,0.0018318641,0.00017660987,0.00052448513,0.00017659809,0.00022981175,0.0017528095],"category_scores_gemma":[0.00052438286,0.0001100859,0.00009171806,0.0012432868,0.00017079053,0.00036081873,0.00029864785,0.00026647534,0.0004524506],"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":[0.0003969508,0.000107543114,0.48733893,0.00027946243,0.00007585409,0.0009218348,0.0008531593,0.023974229,0.15283032,0.002462804,0.010848897,0.31990996],"study_design_scores_gemma":[0.000040502913,0.0002453569,0.8633646,0.00013397541,0.000079018966,0.0012262273,0.0013134613,0.06323212,0.04914851,0.003314986,0.01782009,0.00008120619],"about_ca_topic_score_codex":0.0059075733,"about_ca_topic_score_gemma":0.019284073,"teacher_disagreement_score":0.0059075733,"about_ca_system_score_codex":0.00028078168,"about_ca_system_score_gemma":0.00029059272,"threshold_uncertainty_score":0.011746347},"labels":[],"label_agreement":null},{"id":"W4244337387","doi":"10.4133/1.2927057","title":"Evaluating the Effects of Magnetic Susceptibility in UXO Discrimination Problems","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":8,"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 British Columbia","funders":"","keywords":"Computer science","score_opus":0.008475557263494906,"score_gpt":0.20830415384826012,"score_spread":0.1998285965847652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244337387","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":[0.8753688,0.0017375255,0.10901957,0.0010850279,0.00020861134,0.00024025311,0.0007961627,0.0009647848,0.010579352],"genre_scores_gemma":[0.9576853,0.0003404484,0.037563,0.00012403193,0.00007108168,0.000069823465,0.0015735892,0.00020410672,0.0023685456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962824,0.0014334879,0.00024913697,0.00047593945,0.0011744276,0.00038457438],"domain_scores_gemma":[0.9527959,0.039235756,0.0022409235,0.0017486216,0.002927386,0.0010513775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004824776,0.0014015464,0.0011821035,0.0022699544,0.0010288116,0.0024612527,0.0008557897,0.0013949156,0.0043077613],"category_scores_gemma":[0.046451174,0.0004438237,0.0009119992,0.0012038448,0.00084175635,0.002813021,0.0025203067,0.0012748337,0.000513149],"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":[0.00342913,0.0012024516,0.14448555,0.0007275846,0.00037970222,0.0008076925,0.00047294513,0.515846,0.013427981,0.005619834,0.0071313125,0.30646986],"study_design_scores_gemma":[0.00007796206,0.0004895406,0.026430987,0.000063416446,0.00007084209,0.0002447202,0.00032161453,0.95505923,0.009765782,0.0061764386,0.0012500039,0.000049531176],"about_ca_topic_score_codex":0.0069616064,"about_ca_topic_score_gemma":0.004775823,"teacher_disagreement_score":0.0069616064,"about_ca_system_score_codex":0.0011205652,"about_ca_system_score_gemma":0.0011673671,"threshold_uncertainty_score":0.025516152},"labels":[],"label_agreement":null},{"id":"W4244940694","doi":"10.4133/1.2927173","title":"Seismic Velocities Contain Information about Depth, Lithology, Fluid Content, and Microstructure","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","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":"","keywords":"Lithology; Geology; Microstructure; Seismic velocity; Content (measure theory); Petrology; Mineralogy; Seismology; Materials science; Composite material","score_opus":0.0068684784567084696,"score_gpt":0.15518793897432917,"score_spread":0.1483194605176207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244940694","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":[0.4536504,0.009312117,0.4747152,0.00095696526,0.0004256234,0.0002071644,0.021340221,0.004385539,0.035006814],"genre_scores_gemma":[0.8397283,0.0067800833,0.13799836,0.00014928172,0.00029685724,0.00011387577,0.0068400567,0.00039309944,0.0076999133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995654,0.00007084512,0.000038066646,0.000094820316,0.00020107681,0.000029900457],"domain_scores_gemma":[0.99837685,0.0006372823,0.0002696877,0.0001856149,0.00044644484,0.0000840759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066243665,0.00088172546,0.0006148003,0.0047019636,0.00027315516,0.0009831927,0.0004953811,0.0006277149,0.0044116983],"category_scores_gemma":[0.0017842147,0.0004609333,0.00021071825,0.004041061,0.00041230355,0.0011781747,0.0005316903,0.0005865993,0.0016929221],"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":[0.00025555378,0.00015759203,0.08198014,0.00075192424,0.00017480318,0.00015004002,0.000383429,0.0075063705,0.2878766,0.005537932,0.0041792714,0.61104643],"study_design_scores_gemma":[0.00010002383,0.0012240566,0.4967181,0.00044778865,0.0004413145,0.0017323123,0.0019285718,0.054640435,0.29517102,0.029234814,0.117782325,0.0005791644],"about_ca_topic_score_codex":0.0023435247,"about_ca_topic_score_gemma":0.005620828,"teacher_disagreement_score":0.0047019636,"about_ca_system_score_codex":0.0005093545,"about_ca_system_score_gemma":0.0005376652,"threshold_uncertainty_score":0.014758587},"labels":[],"label_agreement":null},{"id":"W4245656680","doi":"10.4133/1.2927142","title":"Application of Remote Sensing and Airborne Geophysics to Mine Tailings Monitoring, Copper Cliff, Ontario","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"University of Waterloo; McMaster University","funders":"","keywords":"Tailings; Cliff; Remote sensing; Copper mine; Geology; Mining engineering; Environmental science; Copper","score_opus":0.006536766435000323,"score_gpt":0.16815318968970774,"score_spread":0.16161642325470743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245656680","genre_codex":"other","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":[0.31590524,0.09514836,0.014450355,0.027958028,0.0015674718,0.0016640146,0.02245789,0.0014010557,0.51944757],"genre_scores_gemma":[0.42772037,0.072892785,0.01444763,0.0010732984,0.00031258128,0.00018794328,0.0080222245,0.00029860323,0.4750445],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99906224,0.000051513452,0.0000328175,0.00010740032,0.0005988424,0.00014716903],"domain_scores_gemma":[0.99844724,0.00010636565,0.000067931986,0.000054238673,0.0011640073,0.00016018869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006868565,0.00043123198,0.00017227283,0.0014728921,0.002072185,0.0010775873,0.0007209122,0.00045476155,0.010268752],"category_scores_gemma":[0.0010059202,0.000428644,0.00022673573,0.003413301,0.0005245281,0.0004268908,0.00089531014,0.00042205723,0.0014293097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002355667,0.00012480617,0.09010152,0.0015746603,0.000057045258,0.0014414267,0.0033969355,0.0017537988,0.015113069,0.0017247654,0.18804157,0.69643486],"study_design_scores_gemma":[0.00003780563,0.00014063182,0.37838393,0.00040729137,0.00004146592,0.00038252416,0.0028095562,0.0016231771,0.004175859,0.00033698423,0.61161226,0.000048481856],"about_ca_topic_score_codex":0.9680246,"about_ca_topic_score_gemma":0.9904379,"teacher_disagreement_score":0.03197539,"about_ca_system_score_codex":0.01596286,"about_ca_system_score_gemma":0.035376552,"threshold_uncertainty_score":0.115819216},"labels":[],"label_agreement":null},{"id":"W4249296694","doi":"10.4133/1.2927129","title":"Ground Penetrating Radar Monitoring of Unconfined Aquifer Pumping Tests: Results from New Experiments","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Geophysical Methods and Applications","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 Waterloo","funders":"","keywords":"Ground-penetrating radar; Aquifer; Remote sensing; Radar; Geology; Groundwater; Geotechnical engineering; Engineering; Aerospace engineering","score_opus":0.016439897937080436,"score_gpt":0.20777479994432715,"score_spread":0.19133490200724673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249296694","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":[0.99222344,0.00043982448,0.0050812904,0.00010991649,0.000028203916,0.00019151156,0.0005425928,0.000085039734,0.0012982218],"genre_scores_gemma":[0.9857141,0.0010136142,0.008450521,0.00015775807,0.000023385644,0.00015628844,0.0017889915,0.000040031384,0.0026553557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987708,0.0003062625,0.000087930035,0.00020520664,0.00047611565,0.00015364724],"domain_scores_gemma":[0.9980033,0.0006297578,0.00022771998,0.00022494637,0.0007239836,0.00019030637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002104862,0.00050478877,0.00041626426,0.00030769967,0.00038524487,0.00056924473,0.0005271429,0.00049933913,0.0007344392],"category_scores_gemma":[0.0011686872,0.00014083285,0.0006089189,0.0003287682,0.00065326213,0.0009315792,0.00045757776,0.00052966597,0.00021718506],"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":[0.0074062515,0.013291245,0.10328725,0.0005464966,0.00048777042,0.00049886893,0.0012759204,0.007965755,0.70701694,0.00022975366,0.0031743594,0.1548194],"study_design_scores_gemma":[0.00053994096,0.039519295,0.35976273,0.000063945314,0.00072838203,0.00066676224,0.0012634367,0.013858134,0.5737311,0.00033136437,0.0093648,0.000169927],"about_ca_topic_score_codex":0.0052831024,"about_ca_topic_score_gemma":0.010928738,"teacher_disagreement_score":0.0052831024,"about_ca_system_score_codex":0.00060523924,"about_ca_system_score_gemma":0.0002664817,"threshold_uncertainty_score":0.011131704},"labels":[],"label_agreement":null},{"id":"W4251066043","doi":"10.4133/1.2927059","title":"UXO Discrimination and Identification Using Magnetometry","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":15,"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 British Columbia","funders":"","keywords":"Magnetometer; Identification (biology); Computer science; Pattern recognition (psychology); Artificial intelligence; Physics; Magnetic field","score_opus":0.010763359134312535,"score_gpt":0.1856827882802991,"score_spread":0.17491942914598657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251066043","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":[0.2946854,0.002393389,0.640521,0.0012608353,0.0006633192,0.00030512465,0.0025982382,0.006112228,0.051460505],"genre_scores_gemma":[0.7528985,0.0007647176,0.23208122,0.00019443806,0.00014046287,0.00013241959,0.0016413295,0.00041417626,0.011732723],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976426,0.00002945609,0.00001067008,0.00007370532,0.000088827444,0.00003306993],"domain_scores_gemma":[0.99968696,0.000058244965,0.00005320148,0.000044939337,0.00012522413,0.00003145978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032316588,0.00048637573,0.00042693634,0.0024034737,0.00055895234,0.0012366811,0.00037275284,0.0006099545,0.005013461],"category_scores_gemma":[0.0013908937,0.00022767766,0.0003723568,0.0010945988,0.00026466572,0.00082638836,0.0010686091,0.00043804286,0.0019978143],"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":[0.00048753835,0.00009988199,0.05115102,0.00051323156,0.00009624538,0.0004070949,0.0005509654,0.015621661,0.1762652,0.0074112467,0.017640779,0.7297551],"study_design_scores_gemma":[0.00013711548,0.00037195263,0.18918088,0.0003625873,0.00013757814,0.0012664052,0.0012941471,0.52928627,0.16276325,0.01624575,0.09872625,0.00022774683],"about_ca_topic_score_codex":0.002439675,"about_ca_topic_score_gemma":0.004380791,"teacher_disagreement_score":0.005013461,"about_ca_system_score_codex":0.0003695535,"about_ca_system_score_gemma":0.00044760806,"threshold_uncertainty_score":0.016771734},"labels":[],"label_agreement":null},{"id":"W4256028571","doi":"10.4133/1.2927155","title":"Lake‐Based Magnetic Mapping of Contaminated Sediments, Hamilton Harbour, Ontario, Canada","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Harbour; Contamination; Geology; Environmental science; Oceanography; Remote sensing; Hydrology (agriculture); Ecology; Computer science; Geotechnical engineering","score_opus":0.005215875415911114,"score_gpt":0.13998920824706595,"score_spread":0.13477333283115484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256028571","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":[0.68975884,0.008073254,0.006432383,0.00813487,0.0003509481,0.0007476568,0.08145993,0.0014977648,0.20354432],"genre_scores_gemma":[0.82643324,0.004463433,0.006813267,0.00044822096,0.000061767954,0.0001205643,0.011583027,0.00022397353,0.1498526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996364,0.000012211148,0.000008826753,0.000036785117,0.00023721952,0.00006845533],"domain_scores_gemma":[0.9990392,0.000028632774,0.00005531521,0.000019149213,0.0007296405,0.00012811043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017052771,0.0002610245,0.00020603885,0.0013981103,0.0029386198,0.0009560565,0.000548092,0.0002587911,0.010014119],"category_scores_gemma":[0.00056248653,0.0002149439,0.00014371562,0.0033268505,0.00046557243,0.0003664535,0.00064894697,0.00025912194,0.0011384842],"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":[0.00074759853,0.00010391247,0.3267389,0.0009436265,0.00018558458,0.0014349202,0.006806353,0.0032179612,0.019835643,0.0029478336,0.32285935,0.3141783],"study_design_scores_gemma":[0.000050590676,0.00004570905,0.8532299,0.00012567994,0.0000516382,0.00011991685,0.002118087,0.0018284902,0.0026422308,0.0002448862,0.13948746,0.000055505043],"about_ca_topic_score_codex":0.98998684,"about_ca_topic_score_gemma":0.99827623,"teacher_disagreement_score":0.015609161,"about_ca_system_score_codex":0.015609161,"about_ca_system_score_gemma":0.033514064,"threshold_uncertainty_score":0.11325294},"labels":[],"label_agreement":null}]}