{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":273,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":273,"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":"2fac228f96ca","filters":{"venue":"ASEG Extended Abstracts"}},"results":[{"id":"W2326465737","doi":"10.1071/aseg2004ab162","title":"The geotech VTEM time domain helicopter em system","year":2004,"lang":"pt","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Petro Geotech (Canada); Condor Petroleum (Canada)","funders":"","keywords":"Flexibility (engineering); Time domain; Engineering; Domain (mathematical analysis); Bridge (graph theory); Range (aeronautics); Systems engineering; Computer science; Geography; Aerospace engineering; Mathematics","authors":[{"name":"Ken Witherly","is_ca":true},{"name":"Richard Irvine","is_ca":true},{"name":"Edward Morrison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01007681940316472,"gpt":0.2262357243325331,"spread":0.2161589049293684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000299608,0.0002783272,0.0002614061,0.000394775,0.0003047699,0.0005144157,0.0004315704,0.0004173287,0.01506281],"category_scores_gemma":[0.0005372971,0.00012563,0.0001225855,0.0004629976,0.0001750752,0.0004958261,0.0007629378,0.000339962,0.007263462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359262,"about_ca_system_score_gemma":0.0004901876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362517,"about_ca_topic_score_gemma":0.001479306,"domain_scores_codex":[0.9997838,0.00003023904,0.000007252693,0.00004243807,0.0001157255,0.00002054872],"domain_scores_gemma":[0.9998273,0.0000157861,0.00001493921,0.00004777053,0.00007335703,0.00002091473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007654725,0.0000977531,0.00889004,0.0002962975,0.00005077985,0.0005488048,0.0004012577,0.01530807,0.1026555,0.03121069,0.2677204,0.5720549],"study_design_scores_gemma":[0.0003003486,0.0006366787,0.01604246,0.00006979203,0.00004520467,0.001386891,0.0002057556,0.1568571,0.04176952,0.005800424,0.7768028,0.0000829825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1881035,0.001033166,0.4543616,0.001319977,0.0007014875,0.0009503807,0.01598465,0.03682668,0.3007184],"genre_scores_gemma":[0.6839446,0.0004971293,0.1859393,0.0005366609,0.0002276152,0.0004351831,0.0251049,0.001043324,0.1022713],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01506281,"threshold_uncertainty_score":0.05039012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320226417","doi":"10.1071/aseg2007ab096","title":"Target delineation using Full Tensor Gravity Gradiometry data","year":2007,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"Statoil","keywords":"Geology; Lineament; Signature (topology); Environmental geology; Component (thermodynamics); Tensor (intrinsic definition); Regional geology; Field (mathematics); Key (lock); Gemology; Computer science; Geometry; Tectonics; Engineering geology; Seismology; Mathematics","authors":[{"name":"Colm Murphy","is_ca":true},{"name":"James Brewster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05795083862689954,"gpt":0.3153687824596876,"spread":0.2574179438327881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598157,0.0005897063,0.0004357234,0.002954398,0.0002672024,0.00130087,0.0003951751,0.000426466,0.001601327],"category_scores_gemma":[0.001523113,0.0002138374,0.000607624,0.001928596,0.0002887597,0.0007031541,0.0009609482,0.0003019393,0.001043219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056763,"about_ca_system_score_gemma":0.0007382913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141383,"about_ca_topic_score_gemma":0.0138775,"domain_scores_codex":[0.9996326,0.0000727196,0.00002322273,0.0000955389,0.0001120234,0.00006383751],"domain_scores_gemma":[0.9995454,0.00008017857,0.00006201732,0.00009771508,0.0001776552,0.00003700748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005094151,0.0001246352,0.04542849,0.0002552492,0.000129596,0.0004467859,0.0008712501,0.1105169,0.1093629,0.003833939,0.005013961,0.7235069],"study_design_scores_gemma":[0.00004825344,0.00012769,0.08812142,0.00003821124,0.0000669658,0.0003872678,0.000490505,0.8720356,0.02558467,0.004671114,0.008332654,0.00009569328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5756051,0.0002052433,0.4094547,0.0001902777,0.00004537968,0.000128925,0.004205936,0.004007131,0.006157304],"genre_scores_gemma":[0.8157284,0.0001053758,0.1776373,0.00002332518,0.00001876134,0.00004880747,0.004715451,0.0001860409,0.001536452],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01141383,"threshold_uncertainty_score":0.02269483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314700021","doi":"10.1071/aseg2006ab162","title":"GeoSciML: Enabling the Exchange of Geological Map Data","year":2006,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Testbed; Geologic map; XML; Data exchange; Unified Modeling Language; Geological survey; Computer science; Data model (GIS); Database; Feature (linguistics); Geology; Data mining; World Wide Web; Programming language; Geophysics; Artificial intelligence; Geomorphology; Software","authors":[{"name":"Bruce Simons","is_ca":false},{"name":"Éric Boisvert","is_ca":true},{"name":"Boyan Brodaric","is_ca":true},{"name":"Simón Cox","is_ca":false},{"name":"Tim Duffy","is_ca":false},{"name":"Bruce R. Johnson","is_ca":false},{"name":"J.L. Laxton","is_ca":false},{"name":"Steve Richard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04489981775250246,"gpt":0.244132133952485,"spread":0.1992323161999825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00739344,0.001232598,0.0006888584,0.002909679,0.0009149999,0.004800532,0.00374423,0.001930896,0.01456856],"category_scores_gemma":[0.01571062,0.001072821,0.0009289467,0.00381687,0.001093581,0.006316764,0.004930816,0.002959484,0.007343984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431635,"about_ca_system_score_gemma":0.002597178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006493337,"about_ca_topic_score_gemma":0.005199276,"domain_scores_codex":[0.9957712,0.001151233,0.0004968017,0.0004389418,0.001847281,0.0002944798],"domain_scores_gemma":[0.9939329,0.002286111,0.0004282082,0.002101215,0.000819749,0.0004317218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006706606,0.000448989,0.003312571,0.0009152639,0.0001468887,0.001196501,0.002449446,0.02421448,0.0169496,0.1883861,0.4378766,0.323433],"study_design_scores_gemma":[0.0002247036,0.00008033491,0.001188493,0.0001749631,0.00004195432,0.0003892814,0.0002638983,0.09398687,0.02185247,0.05531788,0.8263562,0.0001229838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004710612,0.0002092792,0.7941064,0.001136055,0.0003093102,0.0006088789,0.01601817,0.1656111,0.01729019],"genre_scores_gemma":[0.1010022,0.001121866,0.7350566,0.001332682,0.0002819488,0.002340081,0.113243,0.02492809,0.02069361],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01456856,"threshold_uncertainty_score":0.04873669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163904561","doi":"10.1071/aseg2015ab104","title":"Airborne Inductive Induced Polarization Chargeability Mapping of VTEM Data","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Petro Geotech (Canada)","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Induced polarization; Time domain; Electrical resistivity and conductivity; Geology; Polarization (electrochemistry); Frequency domain; Data set; Mineralogy; Remote sensing; Geophysics; Electrical engineering; Mathematics; Computer science; Engineering; Chemistry; Statistics; Mathematical analysis","authors":[{"name":"Karl Kwan","is_ca":true},{"name":"Alexander Prikhodko","is_ca":true},{"name":"Jean M. Legault","is_ca":true},{"name":"Geoffrey Plastow","is_ca":true},{"name":"Joe Xie","is_ca":false},{"name":"Keith Fisk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.112424341379342,"gpt":0.2962165149502025,"spread":0.1837921735708605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003323799,0.0002773939,0.0001462853,0.001661048,0.0002567292,0.0004836987,0.0004046852,0.0003184507,0.002609594],"category_scores_gemma":[0.001615821,0.0001100947,0.0002345364,0.001522181,0.0001436244,0.000298061,0.0005197456,0.0003555356,0.0007234135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003355308,"about_ca_system_score_gemma":0.0002501443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032543,"about_ca_topic_score_gemma":0.004102921,"domain_scores_codex":[0.9997625,0.00002350107,0.000008406867,0.00004937199,0.0001203651,0.00003576493],"domain_scores_gemma":[0.9995685,0.000105348,0.00005135429,0.00007586431,0.0001772753,0.00002156385],"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":[0.0007244889,0.0002306192,0.1188497,0.0003024446,0.0001088644,0.0009112905,0.001258568,0.06250134,0.2607663,0.004896822,0.01686469,0.5325848],"study_design_scores_gemma":[0.0001427557,0.0002844871,0.3523321,0.0001228475,0.00007485283,0.001141617,0.001334697,0.3997813,0.1830283,0.004219512,0.05740603,0.0001313896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7878916,0.0001348505,0.1627577,0.0001911098,0.00006847317,0.0002739567,0.01243194,0.006656786,0.02959354],"genre_scores_gemma":[0.9179848,0.00007884354,0.07043956,0.0000449796,0.00002354021,0.0001066586,0.007875213,0.0006712805,0.002775131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0032543,"threshold_uncertainty_score":0.008729935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988583991","doi":"10.1080/22020586.2019.12072955","title":"Loop - Enabling 3D stochastic geological modelling","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Context (archaeology); Probabilistic logic; Computer science; Event (particle physics); Overprinting; Geology; Data mining; Artificial intelligence; Paleontology","authors":[{"name":"Laurent Aillères","is_ca":false},{"name":"Mark Jessell","is_ca":false},{"name":"E A de Kemp","is_ca":true},{"name":"Guillaume Caumon","is_ca":false},{"name":"Florian Wellmann","is_ca":false},{"name":"Lachlan Grose","is_ca":false},{"name":"Robin Armit","is_ca":false},{"name":"Mark Lindsay","is_ca":false},{"name":"Jérémie Giraud","is_ca":false},{"name":"Boyan Brodaric","is_ca":true},{"name":"Matthew Harrison","is_ca":false},{"name":"Gabriel Courrioux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02671671311296443,"gpt":0.221128544932003,"spread":0.1944118318190386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361029,0.0009657931,0.0008667912,0.001347374,0.0005406276,0.003357314,0.002476363,0.001644571,0.01297624],"category_scores_gemma":[0.004186349,0.0007829185,0.002550339,0.0008587381,0.001266965,0.002229837,0.004416533,0.001375173,0.002945342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206384,"about_ca_system_score_gemma":0.00146044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008500481,"about_ca_topic_score_gemma":0.007522018,"domain_scores_codex":[0.9988254,0.0001837741,0.00007820602,0.0002056964,0.0006212327,0.00008572998],"domain_scores_gemma":[0.9986451,0.0006292098,0.0001013917,0.0002934431,0.0002394649,0.00009130548],"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":[0.0001589067,0.00004691879,0.001198222,0.0002257015,0.00008603726,0.0002322805,0.0002907299,0.8093068,0.005066222,0.1194674,0.01088262,0.05303818],"study_design_scores_gemma":[0.00001598592,0.00000743508,0.00007813429,0.00001624137,0.000007140475,0.00003302632,0.000009906594,0.9579398,0.001307003,0.0245275,0.01604243,0.00001543221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003623699,0.00006618421,0.9765792,0.000160403,0.00004940884,0.00004804477,0.001433097,0.01349093,0.004549135],"genre_scores_gemma":[0.321482,0.0005304697,0.6530017,0.0003249324,0.0001004185,0.000561295,0.007705231,0.005757549,0.01053644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01297624,"threshold_uncertainty_score":0.04340982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210890253","doi":"10.1071/aseg2009ab044","title":"Integrating geologic and geophysical data through advanced constrained inversions","year":2009,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Geophysics; Exploration geophysics","authors":[{"name":"Douglas W. Oldenburg","is_ca":true},{"name":"Nicholas Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02733320546037921,"gpt":0.2647323721433004,"spread":0.2373991666829212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006012457,0.0007920454,0.0007406824,0.0008590541,0.0003607795,0.001495032,0.0009134088,0.0006841015,0.002712402],"category_scores_gemma":[0.002974357,0.0007106328,0.0005406708,0.001857189,0.0004887249,0.00249523,0.001514401,0.00124483,0.001077211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003156409,"about_ca_system_score_gemma":0.001670091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009947937,"about_ca_topic_score_gemma":0.01997645,"domain_scores_codex":[0.9997024,0.00004775527,0.00002209895,0.00007395387,0.0001153035,0.00003848572],"domain_scores_gemma":[0.9992224,0.0002999667,0.00007686624,0.0001852368,0.0001919723,0.00002356972],"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":[0.000210168,0.0001663244,0.003254609,0.0001433824,0.000194085,0.0001579981,0.000152306,0.6553873,0.06220837,0.01576955,0.003410002,0.2589458],"study_design_scores_gemma":[0.00001408491,0.00001292289,0.0008398019,0.000006250043,0.00002014636,0.00001760793,0.00002018672,0.985879,0.005303476,0.006003989,0.001862136,0.00002039356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04307908,0.0001478731,0.9516353,0.0002001975,0.00006241749,0.00003412709,0.0005587126,0.00148214,0.002800194],"genre_scores_gemma":[0.466327,0.0003659003,0.5262688,0.000144914,0.0001041717,0.0001069775,0.00240875,0.0006223738,0.003651075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009947937,"threshold_uncertainty_score":0.01978004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321243231","doi":"10.1071/aseg2012ab232","title":"Electrical Properties of Magnetite- and Hematite-Rich Rocks and Ores","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Teck (Canada)","funders":"","keywords":"Hematite; Magnetite; Geology; Iron oxide copper gold ore deposits; Mineralogy; Grain size; Iron ore; Geochemistry; Materials science; Metallurgy; Quartz","authors":[{"name":"Lisa Vella","is_ca":true},{"name":"D.W. Emerson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01708826861851554,"gpt":0.2236676160502918,"spread":0.2065793474317763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001115793,0.0001264272,0.00009375672,0.0005441337,0.0001296138,0.0002567091,0.0001325107,0.0001505401,0.001163956],"category_scores_gemma":[0.0002570388,0.00006136723,0.00008284924,0.0003194197,0.0001118406,0.0001460253,0.000143203,0.0001192711,0.0002255892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425063,"about_ca_system_score_gemma":0.00006256279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007458271,"about_ca_topic_score_gemma":0.001133097,"domain_scores_codex":[0.9999043,0.000008083978,0.000007712977,0.00001521911,0.00005098207,0.00001362721],"domain_scores_gemma":[0.9998226,0.00003365917,0.0000323415,0.000009090052,0.00008267692,0.00001969315],"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":[0.0004226828,0.00002685753,0.02488345,0.0001778428,0.00002889267,0.0002832307,0.0001448706,0.0007256575,0.9608279,0.000206076,0.0002289286,0.01204367],"study_design_scores_gemma":[0.00001852996,0.0003592482,0.1633604,0.00002254927,0.00004949095,0.001085919,0.0004794107,0.004378987,0.8229813,0.0002114833,0.007039358,0.00001333165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996151,0.0005058989,0.0005486702,0.00001851812,0.00000579491,0.000006301296,0.000254376,0.00001406062,0.002495381],"genre_scores_gemma":[0.9976116,0.0001348101,0.0002801314,0.00000656771,0.000003178616,0.000002472592,0.0002997235,0.000004224908,0.001657219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001163956,"threshold_uncertainty_score":0.003893852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313684060","doi":"10.1071/aseg2009ab054","title":"Z-Tem (Airborne Afmag) tests over unconformity uranium deposits","year":2009,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Geology; Unconformity; Uranium ore; Uranium; Electrical conductor; Mineralogy; Structural basin; Geomorphology; Materials science; Metallurgy; Composite material","authors":[{"name":"Bob Lo","is_ca":false},{"name":"Jean M. Legault","is_ca":true},{"name":"Petr Kuzmin","is_ca":true},{"name":"Magdel Combrinck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265604530272735,"gpt":0.248284019987289,"spread":0.2356279746845616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002031271,0.000200388,0.0001490001,0.0002407324,0.0003162191,0.0001790876,0.0003010934,0.0002978235,0.001399881],"category_scores_gemma":[0.0004288815,0.0001143354,0.000107173,0.0002243137,0.000178841,0.0001849776,0.0004497202,0.0002269992,0.0003251211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318557,"about_ca_system_score_gemma":0.0001683247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008423498,"about_ca_topic_score_gemma":0.02509942,"domain_scores_codex":[0.9998537,0.0000148876,0.000005842958,0.00003620977,0.0000506166,0.00003868873],"domain_scores_gemma":[0.9995521,0.0001117478,0.00005142897,0.00003837468,0.000212622,0.00003375607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008998304,0.0001275759,0.04972833,0.000108363,0.00003356245,0.0007825582,0.0008597507,0.003110856,0.9151508,0.000198852,0.0005674179,0.02843214],"study_design_scores_gemma":[0.0001218495,0.003946526,0.3152117,0.00002218067,0.0000641814,0.001749763,0.001353116,0.01318478,0.6590765,0.0002127997,0.005020575,0.00003592664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962614,0.00003449333,0.002251092,0.00001805761,0.000004784585,0.00002140514,0.0001545994,0.00007653044,0.001177665],"genre_scores_gemma":[0.9952507,0.00004004994,0.00354678,0.0000262876,0.000001979211,0.0000120227,0.00009483026,0.000009681462,0.001017622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008423498,"threshold_uncertainty_score":0.01674896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318466299","doi":"10.1071/aseg2012ab086","title":"Self-organizing maps for pseudo-lithological classification of 3D airborne electromagnetic, gravity gradiometry and magnetic inversions","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation; University of Utah","keywords":"Geology; Geophysics; Cover (algebra); Remote sensing; Engineering","authors":[{"name":"Stephen Fraser","is_ca":false},{"name":"Glenn A. Wilson","is_ca":false},{"name":"Leif H. Cox","is_ca":false},{"name":"Martin Čuma","is_ca":false},{"name":"Michael S. Zhdanov","is_ca":false},{"name":"Marc A. Vallée","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02247525716037026,"gpt":0.250200785107171,"spread":0.2277255279468008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081126,0.0005130742,0.0003245497,0.002495863,0.0004303677,0.001199641,0.0006449174,0.0004392553,0.001403907],"category_scores_gemma":[0.002977515,0.0002509352,0.0008700478,0.001589638,0.0003789735,0.000516955,0.0006728041,0.0004254814,0.0005181842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006318201,"about_ca_system_score_gemma":0.0007708795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124092,"about_ca_topic_score_gemma":0.01217516,"domain_scores_codex":[0.9995777,0.000116184,0.00003130837,0.00008106011,0.0001492584,0.00004442206],"domain_scores_gemma":[0.9988331,0.0004936207,0.0001099658,0.0001372789,0.0003892161,0.00003676527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002787469,0.000196315,0.01775359,0.0002069111,0.0002039418,0.0002958214,0.0005861654,0.3492097,0.01379095,0.008237294,0.006416422,0.6028241],"study_design_scores_gemma":[0.000003843983,0.00001228749,0.003283617,0.000006970067,0.000007287333,0.00003144324,0.0001064507,0.9909692,0.001986654,0.002738615,0.0008429657,0.00001068894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1125097,0.0001554132,0.8821858,0.0001510446,0.00005076625,0.0001249341,0.0009112624,0.002123004,0.001788044],"genre_scores_gemma":[0.5338396,0.0001117605,0.4619313,0.00003933674,0.00003898434,0.0002647782,0.002084783,0.0001563163,0.001533114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01124092,"threshold_uncertainty_score":0.02235103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008933844","doi":"10.1071/aseg2001ab032","title":"FALCON test results from the Bathurst Mining camp","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Discovery Centre","funders":"","keywords":"Gradiometer; Gravimeter; Falcon; Geology; Geodesy; Remote sensing; Mining engineering; Geophysics; Computer science; Physics","authors":[{"name":"Mark Dransfield","is_ca":false},{"name":"Asbjørn Nørlund Christensen","is_ca":false},{"name":"Peter Diorio","is_ca":true},{"name":"Marion Rose","is_ca":false},{"name":"P. Stone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02400941618413687,"gpt":0.2441060470633594,"spread":0.2200966308792225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005895465,0.0005301377,0.0003540716,0.001044039,0.0007542252,0.000615305,0.000847836,0.0008594414,0.01047581],"category_scores_gemma":[0.002145025,0.0001472042,0.0001375381,0.001011309,0.000378716,0.0004153697,0.0006360175,0.0002805039,0.003309721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009710472,"about_ca_system_score_gemma":0.0005329951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0551516,"about_ca_topic_score_gemma":0.1520222,"domain_scores_codex":[0.9987546,0.0001368446,0.00004717323,0.0001910507,0.0007168375,0.0001534567],"domain_scores_gemma":[0.9969594,0.0004044923,0.0001081832,0.0001338164,0.00217841,0.0002155968],"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":[0.009097254,0.002046809,0.3308624,0.0007057249,0.0003368217,0.005181517,0.004680865,0.01032863,0.1478177,0.001382105,0.149677,0.337883],"study_design_scores_gemma":[0.0005033436,0.006159017,0.7893597,0.0001249599,0.0001763357,0.002524521,0.004729272,0.02929164,0.09071441,0.0005812038,0.07569414,0.0001414721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945574,0.0001829154,0.002005688,0.0004701638,0.00007685812,0.0001264429,0.005895274,0.0008417807,0.04482687],"genre_scores_gemma":[0.975651,0.00009196,0.002061382,0.0002525315,0.00002269074,0.00007359009,0.007761601,0.000139423,0.01394583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0551516,"threshold_uncertainty_score":0.1096611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135769983","doi":"10.1071/aseg2012ab181","title":"Simultaneous sources: The inaugural full-field, marine seismic case history from Australia","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Computer science; Inversion (geology); Data set; Data quality; Sampling (signal processing); Data mining; Data acquisition; Data processing; Field (mathematics); Set (abstract data type); Data collection; Algorithm; Seismology; Engineering; Geology; Artificial intelligence; Telecommunications; Mathematics; Statistics; Database; Detector","authors":[{"name":"Ian D. Moore","is_ca":false},{"name":"David J. Monk","is_ca":true},{"name":"Laurence Hansen","is_ca":true},{"name":"Craig J. Beasley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02304612866708598,"gpt":0.2347215946702881,"spread":0.2116754660032022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004506877,0.0003637038,0.0001976973,0.001407263,0.001016684,0.0004352572,0.0006597284,0.0009616163,0.001776392],"category_scores_gemma":[0.002492833,0.0002808609,0.000161108,0.0007625758,0.0006418824,0.0005192267,0.001182047,0.0006753522,0.0002683738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009982297,"about_ca_system_score_gemma":0.0007496118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04025394,"about_ca_topic_score_gemma":0.110846,"domain_scores_codex":[0.999668,0.0000605299,0.00002155313,0.00005757518,0.0001387907,0.0000535301],"domain_scores_gemma":[0.9994476,0.00009788161,0.00009747537,0.00007346518,0.0001675631,0.0001160249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004340423,0.001131761,0.4040242,0.0005171495,0.00015601,0.2975095,0.03342135,0.006280745,0.0146075,0.004794338,0.01244224,0.2246811],"study_design_scores_gemma":[0.00006090466,0.001145346,0.6629038,0.0003022056,0.0001120788,0.243939,0.01951546,0.01272139,0.007095054,0.004191377,0.04789216,0.0001212361],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882727,0.0003251329,0.003192525,0.0009007867,0.00002384291,0.00009363632,0.0002682325,0.00003298798,0.00689024],"genre_scores_gemma":[0.9932752,0.0004131784,0.002844359,0.0001512142,0.00002993839,0.00002173375,0.0001977659,0.00001801857,0.003048634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04025394,"threshold_uncertainty_score":0.08003926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323915506","doi":"10.1071/aseg2009ab049","title":"An Overview of Helicopter Time-Domain EM Systems","year":2009,"lang":"pt","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Range (aeronautics); Domain (mathematical analysis); Uranium; Earth science; Geography; Engineering; Materials science","authors":[{"name":"Daniel Sattel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03560197652171234,"gpt":0.2978979884357874,"spread":0.2622960119140751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004375819,0.000690029,0.0003479916,0.0008123999,0.0004048302,0.001008877,0.0007104541,0.000508716,0.01215704],"category_scores_gemma":[0.0007433394,0.0002000959,0.0002494986,0.001284672,0.0001249051,0.0008046991,0.0006659634,0.0004161835,0.005106963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060592,"about_ca_system_score_gemma":0.000283261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344682,"about_ca_topic_score_gemma":0.001958024,"domain_scores_codex":[0.99984,0.00002877776,0.00001358896,0.00003333535,0.00006613077,0.00001813191],"domain_scores_gemma":[0.9997583,0.0000344482,0.00002000634,0.00005339534,0.0001162794,0.00001754159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002916113,0.00004673766,0.002449826,0.0003977747,0.00006475103,0.000190201,0.0001202204,0.02832597,0.02052479,0.01007218,0.02995453,0.9075615],"study_design_scores_gemma":[0.00005943772,0.0002847862,0.004803962,0.0002286812,0.00008163822,0.0009304467,0.0002245305,0.37591,0.0250828,0.01060776,0.5817015,0.00008448665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01905819,0.00882847,0.9113674,0.0005014327,0.0005777876,0.0002290843,0.001872223,0.008856044,0.04870934],"genre_scores_gemma":[0.2859177,0.01297996,0.6347657,0.000689047,0.0007365422,0.0004961519,0.01047385,0.001350781,0.05259024],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01215704,"threshold_uncertainty_score":0.04066938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2551686999","doi":"10.1071/aseg2016ab115","title":"Quantitative Magnetization Vector Inversion","year":2016,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geoscience BC","funders":"","keywords":"Magnetization; Remanence; Earth's magnetic field; Stoner–Wohlfarth model; Geology; Condensed matter physics; Magnetic field; Geophysics; Physics; Quantum mechanics","authors":[{"name":"Ian N. MacLeod","is_ca":false},{"name":"Robert G. Еllis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01990340807514281,"gpt":0.2504642844793124,"spread":0.2305608764041696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001920445,0.0007603872,0.0005077929,0.001517905,0.0002634922,0.002061215,0.001376639,0.0007860977,0.003964427],"category_scores_gemma":[0.007026824,0.0003746843,0.000523249,0.001060109,0.0008644702,0.00248255,0.001276707,0.0009490733,0.001160542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653681,"about_ca_system_score_gemma":0.0007988533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259585,"about_ca_topic_score_gemma":0.0011406,"domain_scores_codex":[0.9993894,0.0001764076,0.00004142746,0.0001480971,0.0001979885,0.00004661023],"domain_scores_gemma":[0.9980814,0.000815471,0.0002896788,0.0003374595,0.0004215863,0.00005440205],"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":[0.0003071567,0.0001218777,0.007891623,0.000753511,0.0001577924,0.0001815631,0.0004655361,0.3701834,0.1138608,0.1363139,0.004611705,0.3651511],"study_design_scores_gemma":[0.00001325775,0.00007202292,0.001740631,0.00003129039,0.00001876713,0.0002113926,0.00007943706,0.9304669,0.01878149,0.04130781,0.007231723,0.00004523762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007346562,0.0001118221,0.9899419,0.00007041414,0.00001716685,0.00003688658,0.0002660884,0.000636184,0.001572911],"genre_scores_gemma":[0.417614,0.0004117518,0.5768443,0.0001092645,0.00006894973,0.0001752969,0.001624329,0.0005711474,0.002580993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003964427,"threshold_uncertainty_score":0.01326233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043046600","doi":"10.1071/aseg2015ab070","title":"Combining Machine Learning and Geophysical Inversion for Applied Geophysics","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mira Geoscience (Canada)","funders":"U.S. Geological Survey","keywords":"Inversion (geology); Geophysics; Geology; Lithology; Probabilistic logic; Exploration geophysics; Set (abstract data type); Machine learning; Computer science; Artificial intelligence; Seismology; Petrology","authors":[{"name":"Anya M. Reading","is_ca":false},{"name":"Matthew J. Cracknell","is_ca":false},{"name":"Daniel Bombardieri","is_ca":false},{"name":"Tim Chalke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02068309342190532,"gpt":0.2371564969375014,"spread":0.2164734035155961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003137543,0.001145458,0.001287308,0.00177989,0.0003647934,0.002623238,0.000930125,0.001343359,0.003442665],"category_scores_gemma":[0.009653572,0.0005288518,0.000928005,0.002175343,0.001709622,0.002426631,0.002608493,0.002494954,0.001123893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045158,"about_ca_system_score_gemma":0.001359914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309589,"about_ca_topic_score_gemma":0.003442266,"domain_scores_codex":[0.9988222,0.0006280796,0.00008099931,0.0001301742,0.000289804,0.0000487935],"domain_scores_gemma":[0.9957423,0.003059824,0.0001781509,0.0005497636,0.0003821537,0.0000877982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008035119,0.0001331399,0.002912915,0.0004475955,0.0002876428,0.0002177761,0.0002000276,0.3401436,0.006105921,0.1597515,0.00631371,0.4834058],"study_design_scores_gemma":[0.00001246603,0.00003454954,0.0005249136,0.00005881986,0.00001903305,0.00003196002,0.00003786576,0.7325427,0.001256064,0.2556976,0.009755681,0.00002825523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003749194,0.001556117,0.9879282,0.00170056,0.0001506176,0.00003219302,0.00006122787,0.001058273,0.003763669],"genre_scores_gemma":[0.1672146,0.003075857,0.8240455,0.0006221158,0.000825219,0.0001935219,0.000288137,0.0003695953,0.003365505],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003442665,"threshold_uncertainty_score":0.0165931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318569502","doi":"10.1071/aseg2012ab172","title":"Joint 3D of muon tomography and gravity data to recover density","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Muon; Geodesy; Geology; Flux (metallurgy); Inversion (geology); Field (mathematics); Physics; Data set; Joint (building); Geophysics; Nuclear physics; Seismology; Computer science; Engineering; Mathematics; Civil engineering","authors":[{"name":"Kristofer Davis","is_ca":true},{"name":"Douglas W. Oldenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05124640239408919,"gpt":0.2720120944726672,"spread":0.220765692078578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003296505,0.0006213668,0.0003737244,0.0011807,0.0002817312,0.0008939314,0.0004744136,0.0005701276,0.001598074],"category_scores_gemma":[0.001580964,0.0003607346,0.0005637984,0.00114754,0.0004569961,0.0005105245,0.0008017474,0.0005865071,0.0004917225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491626,"about_ca_system_score_gemma":0.001305364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344994,"about_ca_topic_score_gemma":0.03864677,"domain_scores_codex":[0.9998308,0.00001911518,0.000007176687,0.00002593723,0.0000848419,0.00003207402],"domain_scores_gemma":[0.9996552,0.00008303428,0.00003569033,0.00005837134,0.000145342,0.00002230694],"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":[0.000368854,0.000208778,0.03787135,0.0001554927,0.0001584464,0.0004615693,0.0005558406,0.5376975,0.08330765,0.006511943,0.004005402,0.3286972],"study_design_scores_gemma":[0.00001150334,0.00002359401,0.007309032,0.000008253347,0.000012335,0.00007324452,0.00008224327,0.9794689,0.009565103,0.001458599,0.001966674,0.00002042022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2840517,0.0001616971,0.707426,0.0004407618,0.00006399544,0.00007638783,0.0007026296,0.002444035,0.00463271],"genre_scores_gemma":[0.7615255,0.0001466293,0.2348131,0.00009493818,0.00002227731,0.00005326677,0.001019341,0.000173712,0.002151278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02344994,"threshold_uncertainty_score":0.04662687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120922436","doi":"10.1071/aseg2015ab306","title":"Supervised Neural Network Targeting and Classification Analysis of Airborne EM, Magnetic and Gamma-ray Spectrometry Data for Mineral Exploration","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Transportation of Ontario; Petro Geotech (Canada)","funders":"","keywords":"Artificial neural network; Mineral exploration; Data mining; Computer science; Data integration; Data processing; Remote sensing; Machine learning; Geophysics; Geology; Database","authors":[{"name":"Karl Kwan","is_ca":true},{"name":"Stephen Reford","is_ca":true},{"name":"Djiba Maïga Abdoul-Wahab","is_ca":false},{"name":"Douglas Pitcher","is_ca":false},{"name":"Nasreddine Bournas","is_ca":true},{"name":"Alexander Prikhodko","is_ca":true},{"name":"Geoffrey Plastow","is_ca":true},{"name":"Jean M. Legault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06791632185920599,"gpt":0.2828959757887045,"spread":0.2149796539294985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008258235,0.0004374397,0.0003239911,0.0009144629,0.0002436771,0.0005825876,0.0004079142,0.0004918976,0.001247955],"category_scores_gemma":[0.002354536,0.0001443435,0.0004375598,0.0006654185,0.0002078415,0.0003862171,0.0003686525,0.00037735,0.0002704552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007009098,"about_ca_system_score_gemma":0.0006195484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142955,"about_ca_topic_score_gemma":0.01047959,"domain_scores_codex":[0.9997315,0.00008821916,0.00002542559,0.00005351687,0.00005892663,0.00004247217],"domain_scores_gemma":[0.9987985,0.0006869673,0.0001161587,0.00004685418,0.0003225886,0.00002891584],"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":[0.0003219577,0.00037773,0.01712072,0.0001222338,0.0000829481,0.0001650879,0.0001571566,0.6760222,0.01132623,0.00108755,0.001809582,0.2914065],"study_design_scores_gemma":[0.000002013581,0.00002237297,0.001966217,0.000002428927,0.000004462771,0.000006225168,0.00002056294,0.9964138,0.001248539,0.0002374196,0.00007359302,0.000002264769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6954231,0.0002804616,0.2978706,0.000329324,0.00005194112,0.0001264063,0.0004394217,0.0009622189,0.004516516],"genre_scores_gemma":[0.9417292,0.00008903993,0.05455761,0.00003111255,0.00001953506,0.00008172759,0.0006349398,0.00002461138,0.002832168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142955,"threshold_uncertainty_score":0.02272606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007272379","doi":"10.1071/aseg2003_3demab024","title":"The relationship between the magnetotelluric tensor invariants and the phase tensor of Caldwell, Bibby and Brown","year":2003,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Magnetotellurics; Tensor (intrinsic definition); Invariant (physics); Mathematics; Curse of dimensionality; Phase (matter); Tensor decomposition; Geology; Pure mathematics; Mathematical analysis; Geometry; Physics; Mathematical physics; Quantum mechanics; Statistics; Electrical resistivity and conductivity","authors":[{"name":"J. T. Weaver","is_ca":true},{"name":"Alok Agarwal","is_ca":true},{"name":"F. E. M. Lilley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03166912182693691,"gpt":0.2687608056242267,"spread":0.2370916837972898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794719,0.0004115382,0.0003027519,0.002127451,0.000376683,0.002119948,0.000549309,0.0003589378,0.001114505],"category_scores_gemma":[0.0106199,0.0002503593,0.0004002036,0.001544306,0.002859207,0.00250804,0.001365712,0.001123391,0.0002718872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006288053,"about_ca_system_score_gemma":0.0006652422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270835,"about_ca_topic_score_gemma":0.001167651,"domain_scores_codex":[0.9994789,0.000113939,0.00003414792,0.0001147021,0.0001948281,0.00006352758],"domain_scores_gemma":[0.9960629,0.001535737,0.000924212,0.0007006957,0.0005982769,0.000178158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001274269,0.00005180596,0.01685931,0.0001963388,0.00007987279,0.000280148,0.001060155,0.03766744,0.01957016,0.7872078,0.003971382,0.1329282],"study_design_scores_gemma":[0.00003547725,0.0002152455,0.05189814,0.0001481342,0.00008164441,0.0009265514,0.0007573075,0.2866475,0.01713551,0.6136997,0.02821226,0.0002425748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1940209,0.003749601,0.7785892,0.002775123,0.0003285915,0.0001221658,0.0004944645,0.0003800655,0.01953984],"genre_scores_gemma":[0.832201,0.002012714,0.1609033,0.0003035617,0.0003878893,0.00006919086,0.0004033541,0.0001370158,0.003581822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002270835,"threshold_uncertainty_score":0.009491503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100484149","doi":"10.1071/aseg2015ab188","title":"Remanent magnetisation inversion","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mira Geoscience (Canada); Geoscience BC","funders":"","keywords":"Remanence; Magnetization; Stoner–Wohlfarth model; Inversion (geology); Rock magnetism; Natural remanent magnetization; Geology; Physics; Magnetic field; Seismology","authors":[{"name":"Peter K. Fullagar","is_ca":true},{"name":"Glenn Pears","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03181606091410601,"gpt":0.2479885429585341,"spread":0.2161724820444281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027416,0.0008815318,0.0007018005,0.001052705,0.0004990955,0.00163208,0.001692194,0.0009625687,0.009798689],"category_scores_gemma":[0.00448949,0.0005262691,0.000787535,0.001064353,0.0006643828,0.001865267,0.001736515,0.001376659,0.004251281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004617848,"about_ca_system_score_gemma":0.001326964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674391,"about_ca_topic_score_gemma":0.002406715,"domain_scores_codex":[0.999522,0.00007116036,0.00002815718,0.0001219812,0.0001999027,0.00005683709],"domain_scores_gemma":[0.999001,0.0003007216,0.0001062256,0.0002357273,0.0003268779,0.00002945716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003855192,0.0000814751,0.002986698,0.001338896,0.0002056691,0.0006790822,0.0009967636,0.1768505,0.1765486,0.09678649,0.01923024,0.5239101],"study_design_scores_gemma":[0.00003933016,0.0001494111,0.002526823,0.0001767456,0.00008469734,0.001108332,0.0003358918,0.6752663,0.1109693,0.08738894,0.1218097,0.0001445629],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006960632,0.0002321806,0.9828683,0.0001698308,0.00008561795,0.00005556638,0.0003587223,0.001663141,0.007606002],"genre_scores_gemma":[0.2983684,0.0008810022,0.6799563,0.0004101208,0.0001038177,0.00027051,0.002459085,0.002401419,0.01514938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009798689,"threshold_uncertainty_score":0.03277981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330376841","doi":"10.1071/aseg2013ab296","title":"3D conductivity models of Lalor Lake VMS deposit from ground loop and airborne EM data sets","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Geology; Ground truth; Electrical conductor; Magnetic survey; Magnetometer; Remote sensing; Mineralogy; Mining engineering; Geophysics; Seismology; Magnetic anomaly; Computer science; Engineering; Electrical engineering; Magnetic field; Tectonics","authors":[{"name":"Dikun Yang","is_ca":true},{"name":"Douglas W. Oldenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04641211479708807,"gpt":0.2576311004057654,"spread":0.2112189856086774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001648278,0.0004981749,0.000251069,0.00091102,0.000388843,0.001078787,0.0007070228,0.0008149931,0.002009991],"category_scores_gemma":[0.0007109525,0.0003900963,0.0005985104,0.0008278626,0.0004612687,0.0003732469,0.0004417163,0.0003525013,0.0005228908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536991,"about_ca_system_score_gemma":0.001331078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2052889,"about_ca_topic_score_gemma":0.2097414,"domain_scores_codex":[0.999904,0.00001060495,0.000006105586,0.00002424239,0.00002800717,0.00002695708],"domain_scores_gemma":[0.9998543,0.0000370983,0.00001367754,0.00001761962,0.0000539741,0.00002317539],"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":[0.0001568814,0.00008435906,0.02909633,0.00005457643,0.00004083592,0.0004043269,0.0003682907,0.9500698,0.006574896,0.0005895728,0.00146322,0.0110969],"study_design_scores_gemma":[0.0000353531,0.00001147637,0.01619172,0.00001050788,0.000009609598,0.00004254073,0.0001184095,0.9822566,0.0006047545,0.000209607,0.0004785549,0.00003099801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863694,0.00007609861,0.006210753,0.0001972051,0.000007728301,0.00003375738,0.002180445,0.0006204875,0.004304136],"genre_scores_gemma":[0.9931167,0.00005451584,0.003731662,0.00002403592,0.000003036161,0.00002049029,0.001998241,0.00005364876,0.00099755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052889,"threshold_uncertainty_score":0.408188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321370743","doi":"10.1071/aseg2001ab073","title":"Detecting kimberlite pipes at Ekati with airborne gravity gradiometry","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Kimberlite; Geology; Terrain; Differential GPS; Geodesy; Gravity anomaly; Geologic map; Remote sensing; Geological survey; Mineralogy; Global Positioning System; Geophysics; Geomorphology; Paleontology; Cartography; Engineering; Oil field","authors":[{"name":"Guimin Liu","is_ca":false},{"name":"Peter Diorio","is_ca":false},{"name":"P. Stone","is_ca":false},{"name":"Grant Lockhart","is_ca":false},{"name":"Asbjørn Nørlund Christensen","is_ca":false},{"name":"Nick Fitton","is_ca":false},{"name":"Mark Dransfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01672849652658167,"gpt":0.2187659064907193,"spread":0.2020374099641377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456456,0.000275005,0.000233336,0.001380966,0.000347392,0.0005394786,0.0002791074,0.0002690512,0.0008120438],"category_scores_gemma":[0.000471475,0.0002687876,0.0001235463,0.001141536,0.0002297464,0.0004431266,0.0005766978,0.0002290182,0.0003436643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465542,"about_ca_system_score_gemma":0.000494189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02997039,"about_ca_topic_score_gemma":0.1820555,"domain_scores_codex":[0.9998569,0.00001052799,0.000006821952,0.00003066176,0.0000609397,0.00003408544],"domain_scores_gemma":[0.9997627,0.00002023816,0.00003853807,0.00002543771,0.0001213183,0.0000317532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004507265,0.0001690515,0.7976335,0.0001433007,0.00009423665,0.001451805,0.001043987,0.002589073,0.1143114,0.0005775178,0.003261552,0.07827383],"study_design_scores_gemma":[0.00005348636,0.0001121831,0.9608175,0.00002158616,0.00006406053,0.0006224816,0.0007891917,0.01101285,0.01893673,0.0002612965,0.007276475,0.00003220736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872224,0.0001518516,0.003783653,0.00009240211,0.00001376696,0.00004948372,0.001036457,0.0002345919,0.007415505],"genre_scores_gemma":[0.9866279,0.0001125085,0.01085562,0.00002594819,0.000007176394,0.00001341566,0.0007919736,0.00002027855,0.001545222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9700296,"threshold_uncertainty_score":0.05959189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324015338","doi":"10.1071/aseg2003_3demab018","title":"Impulsive moments at work","year":2003,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Work (physics); Psychology; Computer science; Engineering; Mechanical engineering","authors":[{"name":"Richard S. Smith","is_ca":false},{"name":"Christophe S.B. Hyde","is_ca":true},{"name":"Terry Lee","is_ca":false},{"name":"Richard Almond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01312904386255905,"gpt":0.2843705470351894,"spread":0.2712415031726304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005645975,0.0006362967,0.0006172133,0.001803154,0.0009641048,0.002854298,0.00116646,0.0009855485,0.03606283],"category_scores_gemma":[0.002411071,0.0003178507,0.0006330638,0.001592724,0.001792122,0.002165327,0.002160345,0.0009857311,0.003898343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117608,"about_ca_system_score_gemma":0.0004881795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008097351,"about_ca_topic_score_gemma":0.0005933676,"domain_scores_codex":[0.9992925,0.00007409075,0.00003373533,0.0001576248,0.0002514486,0.0001905388],"domain_scores_gemma":[0.9988637,0.0003437533,0.0001796939,0.0002731357,0.0001994073,0.000140307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002619142,0.00008581305,0.003772233,0.0002400161,0.0000436626,0.001195983,0.0008679379,0.0231592,0.01476112,0.8572024,0.009576065,0.08883363],"study_design_scores_gemma":[0.00006017094,0.000155077,0.007199707,0.0001605282,0.00004387982,0.001578543,0.001163911,0.1203063,0.02244727,0.7747981,0.0719389,0.0001476063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2531341,0.003112519,0.5119316,0.002022038,0.001072568,0.000158112,0.002118072,0.001834459,0.2246166],"genre_scores_gemma":[0.9283404,0.0008737661,0.020675,0.000179615,0.0002460022,0.00009455015,0.0008670003,0.0002092572,0.04851444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03606283,"threshold_uncertainty_score":0.1206422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136862827","doi":"10.1071/aseg2007ab072","title":"3D geological mapping and potential field modelling of West Arnhem Land, Northern Territory","year":2007,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cameco (Canada)","funders":"","keywords":"Geology; Geologic map; Scale (ratio); Field (mathematics); Paleontology; Cartography; Geography","authors":[{"name":"Richard Lane","is_ca":false},{"name":"G Beckitt","is_ca":true},{"name":"Mark Duffett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02282167664397119,"gpt":0.2085243479707228,"spread":0.1857026713267516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001134941,0.0002143563,0.0001798514,0.000689147,0.000321156,0.0008288614,0.0003734896,0.0002827969,0.002381987],"category_scores_gemma":[0.0007736086,0.0001728858,0.0002407046,0.0006856335,0.0003204046,0.0004117562,0.0003522673,0.0001451955,0.0002587445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083668,"about_ca_system_score_gemma":0.0009126372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1055978,"about_ca_topic_score_gemma":0.1104443,"domain_scores_codex":[0.999921,0.0000247443,0.000004484809,0.00001855091,0.00002265987,0.000008598308],"domain_scores_gemma":[0.9998587,0.00005942673,0.00001970145,0.00001887744,0.00003175603,0.00001160431],"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":[0.00003028243,0.00001023494,0.005990587,0.00002939164,0.00001184919,0.0002057829,0.0001713174,0.9688866,0.001604369,0.005233289,0.0005728668,0.01725353],"study_design_scores_gemma":[0.000003524412,0.000003531946,0.003298908,0.000003225967,0.000002949186,0.00002851399,0.00003647722,0.9939141,0.0003162597,0.001010938,0.001376384,0.000005171769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8479095,0.0002043934,0.1233146,0.0005041899,0.00001832416,0.0000864976,0.003466817,0.001104206,0.02339152],"genre_scores_gemma":[0.9745337,0.000104701,0.02240974,0.000007142052,0.000003959823,0.00004269986,0.0007673946,0.00004079667,0.002090016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055978,"threshold_uncertainty_score":0.2099663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331320912","doi":"10.1071/aseg2009ab086","title":"Carrapateena: physical properties of a new iron-oxide copper-gold deposit","year":2009,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Teck (Canada)","funders":"","keywords":"Iron oxide copper gold ore deposits; Geology; Hematite; Copper; Geochemistry; Drilling; Mineralogy; Geomorphology; Metallurgy; Quartz; Materials science; Paleontology","authors":[{"name":"Lisa Vella","is_ca":true},{"name":"D.W. Emerson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02190049649731816,"gpt":0.2384223294180054,"spread":0.2165218329206873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001148722,0.0003017897,0.000227485,0.001486604,0.001066354,0.0008230692,0.0004933056,0.0004499628,0.002385908],"category_scores_gemma":[0.0005227485,0.0002594257,0.0001394171,0.0007670347,0.0006298994,0.0004032372,0.0006226099,0.000433196,0.0003752479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008870101,"about_ca_system_score_gemma":0.0002788526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05498212,"about_ca_topic_score_gemma":0.1069285,"domain_scores_codex":[0.9997572,0.000005567036,0.000006944403,0.00006355606,0.0001459944,0.00002068271],"domain_scores_gemma":[0.9998583,0.00001381058,0.00002262056,0.000009386399,0.00005525607,0.00004056346],"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":[0.001021325,0.0001599467,0.2609743,0.0005604679,0.000105716,0.02383359,0.003648453,0.001966201,0.6577076,0.002233165,0.006040862,0.04174838],"study_design_scores_gemma":[0.00003755905,0.0001890481,0.9352253,0.00004528383,0.00003609839,0.008414181,0.002014786,0.001679608,0.02608453,0.0002738381,0.02595242,0.00004728425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981873,0.0003525797,0.0003337917,0.0001113178,0.00002144169,0.00007193757,0.0006357013,0.00004195725,0.01655842],"genre_scores_gemma":[0.9923494,0.0001554671,0.001137465,0.00004848524,0.00001107822,0.00002464862,0.0003724379,0.00002382592,0.005877084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05498212,"threshold_uncertainty_score":0.1093242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791549826","doi":"10.1071/aseg2018abw9_3h","title":"VTEM ET: An improved helicopter time-domain EM system for near surface applications","year":2018,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Transmitter; Time domain; Broadband; Acoustics; Waveform; Bandwidth (computing); Distortion (music); Data acquisition; Electrical engineering; Electronic engineering; Computer science; Engineering; Physics; Telecommunications; Radar; Channel (broadcasting)","authors":[{"name":"Timothy Eadie","is_ca":true},{"name":"Jean M. Legault","is_ca":true},{"name":"Geoffrey Plastow","is_ca":true},{"name":"Alexander Prikhodko","is_ca":true},{"name":"Pavel Tishin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0113209482116676,"gpt":0.2729885419246889,"spread":0.2616675937130213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742897,0.0003682137,0.0002241307,0.0004084572,0.0001461531,0.0003964117,0.0006018402,0.0003688155,0.006150578],"category_scores_gemma":[0.0007584814,0.0001380009,0.0001460442,0.0005242122,0.0001194476,0.0006050544,0.000542785,0.0003459223,0.001386918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535748,"about_ca_system_score_gemma":0.0003967467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700714,"about_ca_topic_score_gemma":0.002672603,"domain_scores_codex":[0.9997587,0.00003531951,0.00001097077,0.00004129825,0.0001308429,0.00002285394],"domain_scores_gemma":[0.999703,0.0000352196,0.00002893005,0.00006369811,0.0001476607,0.00002140422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00128319,0.0001219072,0.00988449,0.0002641942,0.0000584741,0.0004071794,0.0002436976,0.01694089,0.4157653,0.003613597,0.04206558,0.5093514],"study_design_scores_gemma":[0.0006188367,0.002021333,0.04999635,0.00009518939,0.000122032,0.001858412,0.0002373713,0.4144676,0.2621298,0.001920528,0.26633,0.0002025724],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.257295,0.000365135,0.6860501,0.0004706228,0.0003760913,0.0005489512,0.005818286,0.02342849,0.02564723],"genre_scores_gemma":[0.6373883,0.0002009825,0.3362343,0.0003412173,0.00009155345,0.0002148589,0.006339473,0.0005341857,0.01865507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006150578,"threshold_uncertainty_score":0.0205757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320413958","doi":"10.1071/aseg2012ab318","title":"ZTEM airborne AFMAG survey results over low sulphidation epithermal gold-silver vein systems at Gold Springs, south eastern Nevada","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Geology; Overburden; Mining engineering; Test site; Gold ore; Geochemistry; Mineralogy","authors":[{"name":"Jean M. Legault","is_ca":true},{"name":"Shengkai Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02367863218505321,"gpt":0.2321421291768267,"spread":0.2084634969917735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009255537,0.000146971,0.00009441948,0.0003642151,0.0002035055,0.0001845215,0.0001640232,0.0001687971,0.001091257],"category_scores_gemma":[0.0001796423,0.00006866327,0.00007938664,0.0001880282,0.00008258728,0.0001431998,0.0001941874,0.00008307939,0.0001759693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814005,"about_ca_system_score_gemma":0.0001977632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0463002,"about_ca_topic_score_gemma":0.156815,"domain_scores_codex":[0.9999523,0.00000476868,0.000001972292,0.00001197115,0.0000198885,0.000009017584],"domain_scores_gemma":[0.9999118,0.00001081199,0.000009598899,0.000005616079,0.00005356972,0.000008574939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006950611,0.0002062003,0.7141073,0.00009484991,0.00007163172,0.0008470772,0.0008995317,0.03327265,0.151436,0.0006376646,0.003607851,0.09412415],"study_design_scores_gemma":[0.00006366051,0.0002104891,0.8897682,0.00001715219,0.0000258646,0.0002086414,0.0008643651,0.08086713,0.02161949,0.0002099442,0.006127385,0.0000176732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970412,0.00001625298,0.0004904415,0.00001903238,0.000002134468,0.000005163125,0.0005642271,0.00006846252,0.001793159],"genre_scores_gemma":[0.9967476,0.00001427212,0.001379586,0.000007414884,0.000001327247,0.000006322671,0.0008878801,0.000006766373,0.0009488223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0463002,"threshold_uncertainty_score":0.0920614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793208425","doi":"10.1071/aseg2018abm3_1e","title":"Validating the Gedex HD-AGG™ Airborne Gravity Gradiometer","year":2018,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Gedex (Canada)","funders":"","keywords":"Gradiometer; Noise (video); Terrain; Remote sensing; SIGNAL (programming language); Acoustics; Environmental science; Computer science; Geodesy; Physics; Geology; Geography; Artificial intelligence; Magnetic field; Cartography","authors":[{"name":"David Hatch","is_ca":true},{"name":"Hong Wong","is_ca":true},{"name":"Maria Annecchione","is_ca":true},{"name":"S. Hefford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02340696466826561,"gpt":0.2649958748692676,"spread":0.241588910201002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003829656,0.0005052023,0.0004047833,0.000518557,0.0004219838,0.001049641,0.001309791,0.0007815813,0.001365918],"category_scores_gemma":[0.005155586,0.0001971048,0.0002432767,0.0006961816,0.0005567356,0.0007254003,0.001090822,0.0003812374,0.00105096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005749401,"about_ca_system_score_gemma":0.000906535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007076352,"about_ca_topic_score_gemma":0.008652677,"domain_scores_codex":[0.9979862,0.0005798786,0.0001468203,0.0003013763,0.0008511445,0.0001345977],"domain_scores_gemma":[0.9975419,0.0004659531,0.00009073612,0.0003822127,0.001440151,0.00007900541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003043755,0.0007360023,0.2412384,0.001166293,0.0005588592,0.001404181,0.002544071,0.07410526,0.316001,0.0102138,0.03092124,0.3180673],"study_design_scores_gemma":[0.0006946753,0.004164875,0.3372634,0.0004087296,0.0003537159,0.001929379,0.002046499,0.1929224,0.2876213,0.003041529,0.1691865,0.0003670571],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8152925,0.0004066161,0.1558333,0.0008462425,0.0004571365,0.0005964746,0.006431292,0.002665335,0.01747105],"genre_scores_gemma":[0.8650532,0.0002487648,0.1214511,0.0004346026,0.0000371711,0.0002517327,0.007037092,0.0002385797,0.005247825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007076352,"threshold_uncertainty_score":0.02025342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323470941","doi":"10.1071/aseg2001ab054","title":"Interpretation of Bedrock Topography within the Port Jackson (Sydney Harbour) Region using Marine Seismic Reflection","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas College","funders":"","keywords":"Harbour; Bedrock; Reflection (computer programming); Geology; Interpretation (philosophy); Port (circuit theory); Seismology; Geomorphology; Engineering; Computer science","authors":[{"name":"Andrew Harris","is_ca":false},{"name":"Julian Vrbancich","is_ca":false},{"name":"J. B. Keene","is_ca":false},{"name":"John Lean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02658448823902623,"gpt":0.2525302457196228,"spread":0.2259457574805966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403522,0.000304532,0.0001210537,0.002088535,0.0002554349,0.0003706233,0.0002027692,0.0001069653,0.001026438],"category_scores_gemma":[0.0002863401,0.0001945449,0.0001383537,0.001107024,0.0001837818,0.0001809435,0.0003894045,0.0001021932,0.0002639329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811522,"about_ca_system_score_gemma":0.0005354706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08209998,"about_ca_topic_score_gemma":0.2757456,"domain_scores_codex":[0.9999278,0.000008843247,0.000006000824,0.00001166309,0.00003209057,0.00001366366],"domain_scores_gemma":[0.9998546,0.00001175243,0.00003633499,0.000007134139,0.00006442967,0.00002569107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455772,0.00003706709,0.8602272,0.0001480848,0.00007451961,0.003533182,0.003741152,0.002231303,0.06335098,0.000284346,0.002129518,0.06409712],"study_design_scores_gemma":[0.000002444144,0.00003315818,0.9952928,0.00001090418,0.000007898919,0.000220908,0.0008743924,0.001269931,0.0009922673,0.00002062877,0.001268391,0.000006332329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943295,0.000090623,0.0008791112,0.00003076258,0.000004944029,0.00002829534,0.0006442658,0.0000397197,0.003952784],"genre_scores_gemma":[0.9934638,0.0001453795,0.002962151,0.00001690908,0.00000600192,0.00001980733,0.0007266509,0.00001055058,0.002648722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08209998,"threshold_uncertainty_score":0.1632442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107814573","doi":"10.1071/aseg2015ab213","title":"Improving modelling of AEM data affected by IP, two case studies","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Electrical resistivity and conductivity; Anomaly (physics); Mineralogy; Geomorphology; Physics; Engineering; Electrical engineering","authors":[{"name":"Andrea Viezzoli","is_ca":false},{"name":"Vlad Kaminski","is_ca":false},{"name":"Yusen Ley Cooper","is_ca":false},{"name":"Lyndon M. Hardy","is_ca":false},{"name":"Gianluca Fiandaca","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1320913649940368,"gpt":0.3273014608009427,"spread":0.1952100958069059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471069,0.000653742,0.0003586046,0.0007210528,0.0003345515,0.001053359,0.0008818582,0.001156478,0.0008691243],"category_scores_gemma":[0.007267538,0.0002910552,0.0006087973,0.0009879147,0.0004109835,0.0008475908,0.0007120412,0.0006305249,0.0002348296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000605341,"about_ca_system_score_gemma":0.0004939469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441041,"about_ca_topic_score_gemma":0.01233665,"domain_scores_codex":[0.9995073,0.0001653049,0.0000410114,0.0001202395,0.0001162407,0.00004988952],"domain_scores_gemma":[0.9975939,0.001164352,0.000183042,0.0005636144,0.0004439667,0.00005106296],"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":[0.000337631,0.0001921709,0.07144467,0.0003912477,0.0002117055,0.002241644,0.0007498566,0.804711,0.03990649,0.003161831,0.003669565,0.0729823],"study_design_scores_gemma":[0.0000461928,0.00007472662,0.03819574,0.00005335156,0.00006237311,0.0005157809,0.0002439301,0.9206957,0.03097616,0.001905384,0.007172398,0.00005837993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909501,0.0002357332,0.1004004,0.0005829673,0.00006963172,0.0001002624,0.00263571,0.001382674,0.003642464],"genre_scores_gemma":[0.9548652,0.0001021085,0.04225109,0.00006724096,0.00002119719,0.00003957305,0.001683054,0.0001823383,0.0007882416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441041,"threshold_uncertainty_score":0.02865309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146695888","doi":"10.1071/aseg2012ab120","title":"Extracting information from ZTEM data with 2D inversions","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Condor Petroleum (Canada)","funders":"","keywords":"Inversion (geology); occam; Perpendicular; Geology; Repeatability; Terrain; Remote sensing; Consistency (knowledge bases); Geodesy; Computer science; Geometry; Geography; Cartography; Geomorphology; Mathematics; Structural basin; Artificial intelligence; Statistics","authors":[{"name":"Daniel Sattel","is_ca":false},{"name":"Ken Witherly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0358865049961418,"gpt":0.2574419009425992,"spread":0.2215553959464574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391771,0.0006377444,0.0003440662,0.001602774,0.0002271536,0.0008850603,0.0004447823,0.0004430041,0.002404589],"category_scores_gemma":[0.001486883,0.0004317393,0.0004562143,0.001635949,0.0001801774,0.0008652313,0.0008828208,0.0004748635,0.001132992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397607,"about_ca_system_score_gemma":0.0004718308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886148,"about_ca_topic_score_gemma":0.002789868,"domain_scores_codex":[0.9998468,0.00002045659,0.000008721661,0.00002980298,0.00006813519,0.00002603529],"domain_scores_gemma":[0.9997122,0.00008347093,0.00003150891,0.00006268991,0.0001010693,0.000009174131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002371555,0.0001200743,0.01064854,0.0002817368,0.0000837832,0.0005691411,0.0002057801,0.2673274,0.1379787,0.006851862,0.01126698,0.5644289],"study_design_scores_gemma":[0.00003601753,0.00003746888,0.01070273,0.00002420333,0.00002364228,0.000140976,0.00008091386,0.9445133,0.02666274,0.005273158,0.01244694,0.0000579029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1084513,0.0001572047,0.8788379,0.0002326166,0.00007977906,0.000106286,0.00505277,0.003555663,0.003526423],"genre_scores_gemma":[0.4045392,0.0002883094,0.5815524,0.0001255669,0.00009377024,0.000211063,0.01056636,0.0005238036,0.002099511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002404589,"threshold_uncertainty_score":0.008044183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328933560","doi":"10.1071/aseg2006ab094","title":"A history of the CSIRO’s development of high temperature superconducting rf SQUIDs for TEM prospecting.","year":2006,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Squid; Prospecting; Superconductivity; Work (physics); Noise (video); Engineering; Electrical engineering; Engineering physics; Telecommunications; Physics; Mechanical engineering; Computer science; Mining engineering; Condensed matter physics; Ecology","authors":[{"name":"C. P. Foley","is_ca":false},{"name":"Keith Leslie","is_ca":false},{"name":"R.A. Binks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01748683076531431,"gpt":0.2203773295472189,"spread":0.2028904987819046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005878368,0.0008812542,0.0006296959,0.003048219,0.00250372,0.003550928,0.00122694,0.00145871,0.01154277],"category_scores_gemma":[0.003804138,0.0006265927,0.0004264505,0.004754557,0.002069192,0.002454726,0.002788876,0.002575431,0.007933827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009039395,"about_ca_system_score_gemma":0.009794567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03744693,"about_ca_topic_score_gemma":0.06692529,"domain_scores_codex":[0.9963763,0.0004890392,0.0001412152,0.0003787508,0.00235859,0.0002560352],"domain_scores_gemma":[0.9943118,0.0005483305,0.0002787924,0.0008226041,0.00338329,0.000655246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005206456,0.0002989578,0.0048973,0.002311618,0.0001216101,0.0006265137,0.001713652,0.002185066,0.03824909,0.05945086,0.3606495,0.5289753],"study_design_scores_gemma":[0.000007621589,0.00007797887,0.002226569,0.0000955623,0.000009740468,0.0001894739,0.0001070496,0.0002511022,0.008925047,0.001226024,0.9868553,0.00002831856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02529034,0.1148006,0.09302469,0.02765192,0.006307497,0.0005662832,0.007315332,0.002814728,0.7222285],"genre_scores_gemma":[0.2579931,0.1237145,0.1287828,0.01269233,0.002347379,0.0004686376,0.01047561,0.002216822,0.4613088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03744693,"threshold_uncertainty_score":0.07445788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334474203","doi":"10.1071/aseg2012ab173","title":"Practical 3D inversion of large airborne time domain electromagnetic data sets","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Depth sounding; Computer science; Workflow; Algorithm; Adaptive mesh refinement; Geology; Computational science; Remote sensing; Seismology","authors":[{"name":"Dikun Yang","is_ca":true},{"name":"Douglas W. Oldenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02775815169121057,"gpt":0.2938054710203424,"spread":0.2660473193291318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005590481,0.0004391692,0.0003695121,0.0004326985,0.0003727084,0.0006946139,0.000593185,0.0005901963,0.002770804],"category_scores_gemma":[0.001975859,0.000341483,0.0006267166,0.0005311734,0.0003540206,0.0006369313,0.0009611213,0.0008036704,0.000634535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117854,"about_ca_system_score_gemma":0.0005809474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005036869,"about_ca_topic_score_gemma":0.00695256,"domain_scores_codex":[0.9997424,0.00006943886,0.00001282597,0.00003899441,0.0001056029,0.00003061089],"domain_scores_gemma":[0.9991739,0.0004258442,0.0000358428,0.0001660477,0.0001670951,0.00003117277],"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":[0.0001158576,0.00006902202,0.005430056,0.0001111907,0.00005799491,0.0003645409,0.0002581863,0.8510527,0.03035986,0.006534793,0.003675977,0.1019698],"study_design_scores_gemma":[0.00001424251,0.00001473472,0.001134726,0.000005587295,0.000003995291,0.00005573025,0.00008439626,0.9893731,0.004206799,0.003183762,0.001911699,0.00001120695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08577284,0.00004817531,0.9079892,0.0002453385,0.00005001873,0.0000440376,0.0005440691,0.001613172,0.003693196],"genre_scores_gemma":[0.4607807,0.00005394165,0.5364463,0.00009711998,0.00002490219,0.00009285964,0.001161776,0.0001981329,0.001144247],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005036869,"threshold_uncertainty_score":0.01001507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986406282","doi":"10.1080/22020586.2019.12072978","title":"Using machine learning to interpret 3D airborne electromagnetic inversions","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western Forest Products; BC Hydro (Canada); Geoscience BC; University of British Columbia Hospital","funders":"","keywords":"Inversion (geology); A priori and a posteriori; Computer science; Algorithm; Artificial intelligence; Pixel; Synthetic data; Regularization (linguistics); Interpretation (philosophy); Machine learning; Geology","authors":[{"name":"Eldad Haber","is_ca":true},{"name":"Jen Fohring","is_ca":true},{"name":"Mike McMillan","is_ca":true},{"name":"Justin Granek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01582657005552447,"gpt":0.2514695281012532,"spread":0.2356429580457287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009553878,0.0006689933,0.0003985493,0.001043585,0.0003728054,0.001113928,0.0006179741,0.0007165516,0.001989749],"category_scores_gemma":[0.003581143,0.0003739956,0.0007144412,0.0005099528,0.0005052037,0.0008753572,0.0007334187,0.0009577377,0.0005608158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007496522,"about_ca_system_score_gemma":0.0006023865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004225159,"about_ca_topic_score_gemma":0.004385563,"domain_scores_codex":[0.9996806,0.0001165395,0.00001668198,0.00008029938,0.00007089086,0.00003495644],"domain_scores_gemma":[0.9987424,0.0006583528,0.0001073486,0.0001720829,0.0002877311,0.00003199865],"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":[0.00004025105,0.00003410034,0.002229595,0.00002187193,0.00003697881,0.00004818918,0.00005085488,0.9117324,0.005133355,0.003144953,0.0007853794,0.07674208],"study_design_scores_gemma":[0.000001315941,0.0000025842,0.0001076813,0.000001841951,9.012834e-7,0.000003854444,0.000003399728,0.9977937,0.0006016776,0.001319972,0.0001607706,0.000002275543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05001852,0.00005656172,0.9456376,0.0001689615,0.00005120183,0.00003219687,0.0001182462,0.001839846,0.002076965],"genre_scores_gemma":[0.6414997,0.00005074224,0.3560523,0.0001059087,0.0000339433,0.00005845367,0.000351136,0.0002327419,0.001615023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004225159,"threshold_uncertainty_score":0.008401155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314016355","doi":"10.1071/aseg2006ab199","title":"New SHRIMP U-Pb zircon geochronology for the central Pine Creek Orogen, Northern Territory: implications for Top End orogenesis","year":2006,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cameco (Canada)","funders":"","keywords":"Geology; Zircon; Geochronology; Metamorphism; Mafic; Geochemistry; Archean; Orogeny; Craton; Basement; Thermochronology; Paleontology; Structural basin; Tectonics; Archaeology","authors":[{"name":"Kurt Worden","is_ca":false},{"name":"Chris Carson","is_ca":false},{"name":"Ian Scrimgeour","is_ca":false},{"name":"James Lally","is_ca":false},{"name":"Nigel Doyle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0136087876328808,"gpt":0.219330289265109,"spread":0.2057215016322282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623589,0.0002155524,0.0002616093,0.0009342644,0.0005144079,0.0007489085,0.0002694378,0.0001808435,0.00178644],"category_scores_gemma":[0.0004455725,0.0001590113,0.0001597274,0.001541674,0.0003631593,0.0002645555,0.000497905,0.0001619871,0.0002984571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005302762,"about_ca_system_score_gemma":0.0004821991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06557624,"about_ca_topic_score_gemma":0.1965988,"domain_scores_codex":[0.9998968,0.000006971577,0.00001012673,0.00003593714,0.00002968689,0.00002048838],"domain_scores_gemma":[0.9998205,0.00001288966,0.00005697098,0.00001972665,0.00006865278,0.00002126679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002836872,0.00002646549,0.8373879,0.0001664073,0.00006513942,0.0009154861,0.002913013,0.001394257,0.1116893,0.0007586181,0.0004474492,0.04395256],"study_design_scores_gemma":[0.000003383918,0.00003750784,0.9937563,0.00001764319,0.00002408773,0.0002660792,0.0004426599,0.0008187288,0.002371453,0.00006709843,0.002190126,0.000004835775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882747,0.000635477,0.002263941,0.00003826995,0.000009689872,0.00002180986,0.001021711,0.00004384104,0.007690589],"genre_scores_gemma":[0.9954534,0.0002508126,0.002205638,0.00001387654,0.000004550687,0.000009833299,0.0005103283,0.0000197356,0.001531896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06557624,"threshold_uncertainty_score":0.1303891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313176589","doi":"10.1071/aseg2006ab083","title":"The VTEM heli-time domain EM system-Four Case Studies","year":2006,"lang":"pt","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Condor Petroleum (Canada)","funders":"","keywords":"Variety (cybernetics); Range (aeronautics); Domain (mathematical analysis); Geography; Engineering; Computer science; Environmental science; Mathematics; Aerospace engineering; Artificial intelligence","authors":[{"name":"Ken Witherly","is_ca":true},{"name":"Richard Irvine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02006001660863309,"gpt":0.2587031606919614,"spread":0.2386431440833283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104443,0.0003579623,0.0003730555,0.0006710363,0.0006541546,0.000843066,0.0007039433,0.0011143,0.00173789],"category_scores_gemma":[0.002555172,0.0002122176,0.0002809474,0.001437153,0.000432716,0.0009232488,0.0009004523,0.0003689132,0.0004030051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006830596,"about_ca_system_score_gemma":0.0003061573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008306597,"about_ca_topic_score_gemma":0.01094242,"domain_scores_codex":[0.999421,0.0002312609,0.00003703819,0.00003971397,0.0001924027,0.00007861814],"domain_scores_gemma":[0.9989874,0.0004636677,0.00006797665,0.0001701444,0.0002374191,0.00007335324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.003544479,0.00300786,0.3340323,0.0009799181,0.000275821,0.03493504,0.005695697,0.2838176,0.02807924,0.01713988,0.02843476,0.2600574],"study_design_scores_gemma":[0.001136331,0.004804057,0.33779,0.0001988733,0.0002496939,0.01692308,0.01422592,0.4494783,0.06696849,0.008340281,0.09962923,0.0002557084],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857656,0.0001279962,0.004519102,0.0001888016,0.000008874765,0.000119828,0.0004901203,0.0001029579,0.008676663],"genre_scores_gemma":[0.9858552,0.0001780377,0.009544115,0.00002750472,0.000009104473,0.00006628799,0.0007099086,0.00003590595,0.003574043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008306597,"threshold_uncertainty_score":0.01651651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312560813","doi":"10.1071/aseg2013ab048","title":"GRAVILOG: An update on the development and use of Borehole Gravity for Mining Exploration","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Areva","keywords":"Borehole; Geology; Drilling; Inversion (geology); Mining engineering; Structural basin; Geotechnical engineering; Geomorphology; Engineering","authors":[{"name":"C. Nind","is_ca":false},{"name":"J. MacQueen","is_ca":false},{"name":"Roman Wasylechko","is_ca":false},{"name":"Madjid Chemam","is_ca":false},{"name":"Claudine Nackers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06628475458368198,"gpt":0.2675912283133809,"spread":0.2013064737296989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004030676,0.00142386,0.000695838,0.007212417,0.0004868544,0.002535898,0.002393862,0.001547865,0.01097405],"category_scores_gemma":[0.009925608,0.001127104,0.0005290683,0.008235782,0.0007580756,0.004895551,0.001947854,0.002002933,0.01114396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912182,"about_ca_system_score_gemma":0.004148774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03577539,"about_ca_topic_score_gemma":0.06772637,"domain_scores_codex":[0.9971251,0.0001816077,0.0002629443,0.0002922463,0.001984899,0.0001532113],"domain_scores_gemma":[0.9891154,0.00134383,0.0007390284,0.0007080948,0.007550184,0.0005434442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003887331,0.00004056241,0.002701592,0.000878976,0.00002048679,0.0001004742,0.000182673,0.0007844574,0.001834341,0.003424166,0.340283,0.6497105],"study_design_scores_gemma":[0.000002591421,0.00001135482,0.000941072,0.0004190302,0.000006876902,0.0001037362,0.0000284591,0.000148301,0.0004377445,0.0002884108,0.9975942,0.00001822268],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01346172,0.3754459,0.1790007,0.02647453,0.02073967,0.0009788231,0.0459436,0.03099801,0.3069571],"genre_scores_gemma":[0.02969803,0.4228385,0.2301548,0.0108261,0.006577773,0.0007192895,0.0649104,0.01309892,0.2211761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03577539,"threshold_uncertainty_score":0.07113433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334771867","doi":"10.1071/aseg2004ab077","title":"Reservoir characterisation of the Flag Sandstone, Barrow Sub-basin, using an integrated, multi-parameter seismic AVO inversion technique","year":2004,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Structural basin; Flag (linear algebra); Inversion (geology); Seismology; Geomorphology; Mathematics","authors":[{"name":"Kevin Jarvis","is_ca":false},{"name":"Amanda Flokers","is_ca":true},{"name":"Peter Mesdag","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02736796908574664,"gpt":0.2461895324824623,"spread":0.2188215633967157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001284396,0.0002515993,0.000140755,0.0006660539,0.000122994,0.0003136449,0.0002040821,0.0001808804,0.0007977046],"category_scores_gemma":[0.0003081667,0.000124526,0.000112452,0.0003359421,0.00009754745,0.0001986685,0.0002512979,0.0001261459,0.0001373725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396935,"about_ca_system_score_gemma":0.0002276503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007789756,"about_ca_topic_score_gemma":0.02158325,"domain_scores_codex":[0.9999509,0.0000047503,0.000002541857,0.00001309627,0.00001944492,0.000009342568],"domain_scores_gemma":[0.9999322,0.00001038329,0.000009810999,0.000006331702,0.00002813982,0.00001318719],"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":[0.0005594222,0.0001219239,0.09781472,0.00008413205,0.00006608117,0.0004246285,0.0007155972,0.02061884,0.718304,0.0006203594,0.0003432389,0.1603271],"study_design_scores_gemma":[0.0000697885,0.0003310968,0.4454823,0.00002522809,0.00007344028,0.0004179879,0.0005588133,0.4501259,0.1002946,0.0004206546,0.002156358,0.00004370932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822787,0.00003229509,0.01645443,0.00001404328,0.000002523998,0.00001336343,0.0001665865,0.0001115275,0.0009265227],"genre_scores_gemma":[0.9837717,0.00001919338,0.01517593,0.000004099212,0.000001544568,0.000006908603,0.0003163846,0.00001434097,0.0006898675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007789756,"threshold_uncertainty_score":0.01548886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235622598","doi":"10.1071/aseg2004ab113","title":"Contact mapping from gridded magnetic data - a comparison of techniques","year":2004,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Maxima; Geology; Magnitude (astronomy); Maxima and minima; Magnetization; Field (mathematics); Remanence; Geometry; Geodesy; Magnetic field; Geophysics; Physics; Mathematics","authors":[{"name":"Mark Pilkington","is_ca":true},{"name":"Pierre Keating","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03077811066772192,"gpt":0.2889469773239245,"spread":0.2581688666562026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001885112,0.00064552,0.0008710967,0.002913376,0.0003112814,0.001431416,0.001248328,0.0006382342,0.001550118],"category_scores_gemma":[0.006478036,0.0004809684,0.0007530298,0.002916105,0.0002864004,0.001450404,0.001117215,0.0003263029,0.0006259227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677471,"about_ca_system_score_gemma":0.0005313501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005755884,"about_ca_topic_score_gemma":0.007125455,"domain_scores_codex":[0.9987526,0.0003225359,0.0001675952,0.000289571,0.0003987471,0.00006886756],"domain_scores_gemma":[0.9967583,0.001434515,0.0002340313,0.0008140258,0.0006909252,0.00006809718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009513062,0.0002575672,0.03775524,0.0009354681,0.0008455523,0.0002575783,0.0009730966,0.09053421,0.01346259,0.002445851,0.003436166,0.8481453],"study_design_scores_gemma":[0.0002913726,0.0005419638,0.1082984,0.0002824966,0.0003495719,0.001079288,0.001767978,0.8386968,0.02402917,0.00726117,0.01716234,0.0002394875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4246181,0.004001142,0.5496166,0.0003330575,0.0002856129,0.0005587033,0.003541839,0.007979625,0.009065431],"genre_scores_gemma":[0.4762524,0.001870756,0.5166609,0.00006717225,0.00005634499,0.000220815,0.002866659,0.0007573304,0.001247615],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005755884,"threshold_uncertainty_score":0.01144475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230027049","doi":"10.1071/aseg2001ab028","title":"A new survey design for 3D IP inversion modelling at Copper Hill","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Inversion (geology); Geology; Copper; Grid; Induced polarization; Tectonics; Electrical resistivity and conductivity; Paleontology; Geodesy; Engineering; Electrical engineering; Chemistry","authors":[{"name":"R. Denne","is_ca":false},{"name":"R. Collins","is_ca":false},{"name":"P. Brown","is_ca":false},{"name":"R. Hee","is_ca":false},{"name":"R. M. S. White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0751996515107237,"gpt":0.2676230997736206,"spread":0.1924234482628969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963598,0.0004009395,0.0003344654,0.0003898362,0.0002165141,0.0005325216,0.0004817186,0.0003357585,0.003478545],"category_scores_gemma":[0.0009723295,0.0004641338,0.0004774876,0.000549536,0.0002732526,0.0003998244,0.000612893,0.0003702475,0.000970958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003284587,"about_ca_system_score_gemma":0.0007598902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005402963,"about_ca_topic_score_gemma":0.00783817,"domain_scores_codex":[0.9996793,0.00008696452,0.00001925111,0.0000811601,0.0001036621,0.00002961278],"domain_scores_gemma":[0.9996916,0.00004872283,0.00002308096,0.00006805007,0.0001505985,0.0000179438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005789652,0.0001481957,0.01925181,0.0003532583,0.00009017834,0.0005610183,0.0009138593,0.3920894,0.1814794,0.007774328,0.007350187,0.3894095],"study_design_scores_gemma":[0.00006189565,0.0002520503,0.01264253,0.00001264519,0.00003597227,0.0002264453,0.0001439102,0.9283243,0.03642446,0.001329572,0.02048231,0.00006391954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03369388,0.00001197014,0.9621946,0.00003269683,0.0000183017,0.0001204241,0.0005068059,0.001622997,0.0017983],"genre_scores_gemma":[0.2659763,0.00004484649,0.7287022,0.00003587117,0.000009981663,0.0008041898,0.001183987,0.0001785757,0.003064026],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005402963,"threshold_uncertainty_score":0.01163691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2537614686","doi":"10.1071/aseg2016ab245","title":"Passive seismic surveying for depth to base of paleochannel mapping at Lake Wells, Western Australia","year":2016,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geophone; Palaeochannel; Geology; Seismometer; Bedrock; Seismology; Passive seismic; Microtremor; Hydrogeology; Geomorphology; Structural basin; Geotechnical engineering","authors":[{"name":"Matthew C. Owers","is_ca":false},{"name":"Jayson B. Meyers","is_ca":false},{"name":"B Siggs","is_ca":true},{"name":"Matt Shackleton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04844086320951902,"gpt":0.2639428486683378,"spread":0.2155019854588188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253289,0.0002012398,0.0001078106,0.00109723,0.0005582583,0.0003764157,0.0003616833,0.0002425243,0.001755468],"category_scores_gemma":[0.0005141054,0.0003132161,0.0001263614,0.0009150874,0.0002104763,0.000374035,0.000688301,0.0001622686,0.0004477574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008521138,"about_ca_system_score_gemma":0.001451085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2322388,"about_ca_topic_score_gemma":0.5626961,"domain_scores_codex":[0.9997509,0.00002871593,0.00001213391,0.00005107795,0.000123612,0.00003359022],"domain_scores_gemma":[0.9997742,0.00001618345,0.0000324163,0.0000157285,0.0001258015,0.00003567967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001988647,0.0001255123,0.5773739,0.0004502805,0.00006768548,0.00122342,0.01366691,0.002958882,0.1696983,0.0009851453,0.003858104,0.2293931],"study_design_scores_gemma":[0.000008044472,0.0001095728,0.9842164,0.000046656,0.00001553477,0.0002839435,0.001633185,0.003921135,0.002304946,0.0001313384,0.007316614,0.00001276306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845888,0.0001781707,0.004901235,0.00007950313,0.000004090517,0.0002099254,0.0008244685,0.0000975489,0.009116318],"genre_scores_gemma":[0.9788553,0.0001992656,0.009819827,0.00003471446,0.000003869612,0.0001332343,0.000482264,0.00001869482,0.0104528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2322388,"threshold_uncertainty_score":0.461774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159339585","doi":"10.1071/aseg2013ab217","title":"Recovery of 3D IP distribution from airborne time-domain EM","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Distribution (mathematics); Geology; Computer science; Environmental science; Mathematics","authors":[{"name":"David Marchant","is_ca":true},{"name":"Eldad Haber","is_ca":true},{"name":"Douglas W. Oldenburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003830410547382218,"gpt":0.1990218629736985,"spread":0.1951914524263163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002062651,0.0003542418,0.0001582175,0.0007109186,0.0001379423,0.0005102874,0.0003438591,0.0003225167,0.002291685],"category_scores_gemma":[0.0008201329,0.0001387009,0.0002436704,0.0008238648,0.0002207494,0.0004885305,0.0003378697,0.000625423,0.0008119561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153605,"about_ca_system_score_gemma":0.0003231076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053907,"about_ca_topic_score_gemma":0.001201209,"domain_scores_codex":[0.9999088,0.00001113166,0.000003752396,0.00001896455,0.00004400162,0.0000134538],"domain_scores_gemma":[0.9997099,0.00006607507,0.00004050224,0.00008038273,0.00009213851,0.00001095238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003188686,0.0002046471,0.02091454,0.0002428957,0.000074016,0.0006535463,0.0002972435,0.2700216,0.2842958,0.007425866,0.007042667,0.4085082],"study_design_scores_gemma":[0.0000355344,0.00009036961,0.03968582,0.00003111549,0.0000243802,0.0005173152,0.0002080574,0.8515648,0.09299517,0.004137931,0.01065873,0.00005079012],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4107183,0.0001260246,0.5754389,0.0002652398,0.0001279426,0.00007231501,0.002800576,0.002204258,0.008246499],"genre_scores_gemma":[0.849919,0.0001585763,0.1432064,0.00006911492,0.00003830336,0.00004842424,0.003776848,0.0002008603,0.002582371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002291685,"threshold_uncertainty_score":0.007666409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332657912","doi":"10.1071/aseg2007ab034","title":"Gravity Gradiometer Systems – Advances and Challenges","year":2007,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Gradiometer; Noise (video); Terrain; Instrumentation (computer programming); Computer science; Scope (computer science); Systems engineering; Remote sensing; Aerospace engineering; Geology; Engineering; Artificial intelligence; Physics; Geography; Cartography","authors":[{"name":"Dan DiFrancesco","is_ca":true},{"name":"Daniel S. Kaputa","is_ca":true},{"name":"Thomas J. Meyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02722038414942011,"gpt":0.2591752059506044,"spread":0.2319548218011843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004526968,0.0007285095,0.0007308261,0.001540229,0.0004904327,0.002652072,0.001630971,0.002095857,0.004460657],"category_scores_gemma":[0.0051137,0.0004141264,0.0003903146,0.001728533,0.001175726,0.005084837,0.002044458,0.001758672,0.002974306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009380633,"about_ca_system_score_gemma":0.001127227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846273,"about_ca_topic_score_gemma":0.001639131,"domain_scores_codex":[0.9975527,0.0007551384,0.0001602031,0.0003124631,0.001087401,0.0001321059],"domain_scores_gemma":[0.9950463,0.001947727,0.0001976986,0.0003423256,0.002247115,0.0002188201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000124345,0.00006135434,0.005346572,0.001392196,0.00005240348,0.0002901115,0.0004802597,0.01135714,0.004351454,0.07610249,0.0384171,0.8620245],"study_design_scores_gemma":[0.00002723565,0.0003125044,0.006421441,0.001240559,0.00005208169,0.002168691,0.001640947,0.04068887,0.005700774,0.0830748,0.8585135,0.0001586483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04766487,0.4949601,0.2585548,0.1021371,0.005229057,0.0001389213,0.0008895234,0.001220017,0.08920565],"genre_scores_gemma":[0.4279229,0.3614961,0.1627214,0.006350698,0.008532646,0.0002241761,0.001362529,0.0003230452,0.03106656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004526968,"threshold_uncertainty_score":0.02394122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319236272","doi":"10.1071/aseg2013ab239","title":"3D magnetic modelling and inversion incorporating self-demagnetisation and interactions","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mira Geoscience (Canada)","funders":"","keywords":"Magnetization; Magnetic field; Remanence; Inversion (geology); Planar; Magnetostatics; Physics; Computational physics; Computer science; Nuclear magnetic resonance; Geology","authors":[{"name":"Peter K. Fullagar","is_ca":false},{"name":"Glenn Pears","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009548328499536704,"gpt":0.2147983531305566,"spread":0.2052500246310199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005970903,0.0008302156,0.0007348683,0.0006226227,0.0004881092,0.001828798,0.001561534,0.001564028,0.007028119],"category_scores_gemma":[0.001711311,0.0005662995,0.0009332062,0.0005455379,0.0005562543,0.0008134837,0.00123476,0.0007877992,0.001573063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432315,"about_ca_system_score_gemma":0.001360827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006458561,"about_ca_topic_score_gemma":0.007405736,"domain_scores_codex":[0.9997346,0.00004346682,0.00001942715,0.00004052639,0.0001323251,0.000029663],"domain_scores_gemma":[0.9994684,0.0002251149,0.00004599801,0.00008905542,0.0001447504,0.00002669246],"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":[0.00005074799,0.0000427853,0.0009397081,0.00023342,0.00003474744,0.0001584127,0.0002289157,0.9314271,0.01322226,0.009467948,0.002241246,0.04195271],"study_design_scores_gemma":[0.00001081517,0.00001211589,0.0001617826,0.00001507184,0.000005008836,0.00004937357,0.00002158727,0.9890932,0.003260557,0.002619324,0.004738037,0.0000132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02804197,0.0001519204,0.9572852,0.0002508466,0.00007638674,0.0001589098,0.0008220983,0.003982606,0.009230085],"genre_scores_gemma":[0.4250019,0.0003630785,0.5604696,0.0001925642,0.00004512175,0.0004810379,0.00213578,0.001622616,0.009688373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007028119,"threshold_uncertainty_score":0.02351147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167660100","doi":"10.1071/aseg2012ab392","title":"Geological Milieu of the Bijawar Basin based on interpretation of geophysical data; Central India","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Geology; Basement; Radiometric dating; Outcrop; Tectonics; Proterozoic; Volcanic rock; Geologic map; Metamorphic rock; Sedimentary rock; Geophysics; Paleontology; Fault (geology); Petrology; Seismology; Geomorphology; Volcano","authors":[{"name":"Anoop Chaturvedi","is_ca":true},{"name":"Peter Kováč","is_ca":false},{"name":"Abhay Kumar Pathak","is_ca":true},{"name":"Carlos Cevallos","is_ca":false},{"name":"T.P.S. Rawat","is_ca":false},{"name":"Roger Miller","is_ca":false},{"name":"Ronald Wiseman","is_ca":false},{"name":"P. S. Parihar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01749317460840413,"gpt":0.2427506963514372,"spread":0.2252575217430331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009843975,0.0002245446,0.0001315698,0.003640777,0.000653681,0.001340387,0.0004409285,0.0001059721,0.00306628],"category_scores_gemma":[0.0003292082,0.0001920904,0.000126426,0.004492111,0.0004582681,0.0002075003,0.0007714292,0.0002017642,0.0004372396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083255,"about_ca_system_score_gemma":0.001657172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09426677,"about_ca_topic_score_gemma":0.1380059,"domain_scores_codex":[0.9998653,0.0000145346,0.00001642481,0.00002970198,0.00003697339,0.00003701671],"domain_scores_gemma":[0.9997979,0.00004072877,0.00005256112,0.00001969958,0.00005991122,0.00002924678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002661168,0.0001748332,0.7891233,0.00118804,0.0001627491,0.004544684,0.01178158,0.006098424,0.02249149,0.008773108,0.009933273,0.1454623],"study_design_scores_gemma":[0.00001190751,0.00003247917,0.9587563,0.00007316955,0.0000648764,0.001689638,0.006179328,0.001477366,0.00161985,0.000476961,0.02957988,0.00003821612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656263,0.0009064875,0.0007376779,0.0002101752,0.00001826256,0.00009237473,0.006296538,0.0002063052,0.02590582],"genre_scores_gemma":[0.9909691,0.0004451196,0.001350202,0.00003619513,0.000007010519,0.00003205347,0.003943927,0.00001789811,0.003198548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09426677,"threshold_uncertainty_score":0.1874362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987116698","doi":"10.1071/aseg2001ab121","title":"The AVO modelling volume","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Shell (Canada)","funders":"","keywords":"Volume (thermodynamics); Biot number; Porosity; Line (geometry); Saturation (graph theory); Geology; Mathematics; Mechanics; Mineralogy; Geometry; Geotechnical engineering; Physics; Thermodynamics","authors":[{"name":"Brian Russell","is_ca":true},{"name":"Laurence R. Lines","is_ca":true},{"name":"Keith Hirsche","is_ca":true},{"name":"Janusz Peroń","is_ca":true},{"name":"Daniel P. Hampson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02023623006526466,"gpt":0.2622124523628327,"spread":0.2419762222975681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516832,0.0007958011,0.0007675312,0.001242358,0.0008654997,0.003826859,0.002290863,0.001418664,0.009806307],"category_scores_gemma":[0.0043002,0.0005693774,0.00118549,0.001130807,0.0006999446,0.001671074,0.002772228,0.001185995,0.003795177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006661612,"about_ca_system_score_gemma":0.001343117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998538,"about_ca_topic_score_gemma":0.002488008,"domain_scores_codex":[0.9986791,0.0002675176,0.00007905174,0.0002462408,0.0006395383,0.00008848851],"domain_scores_gemma":[0.9987582,0.0003491588,0.00006925218,0.0004517265,0.000285315,0.00008633677],"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":[0.0004970495,0.0001121815,0.00318578,0.0003157957,0.00009482353,0.0005520111,0.0009827545,0.4543622,0.03566865,0.1321935,0.04777912,0.3242561],"study_design_scores_gemma":[0.00002914754,0.00004369744,0.0007483375,0.00004363073,0.00001950766,0.0002264684,0.00009720585,0.7982557,0.01177758,0.03512067,0.1535615,0.00007649088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004751846,0.00007850089,0.9775355,0.0002214527,0.0001411129,0.000144164,0.001820273,0.005628706,0.009678445],"genre_scores_gemma":[0.1741922,0.000253173,0.8018197,0.0001919311,0.0001208958,0.0006784021,0.00663005,0.003144055,0.01296967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009806307,"threshold_uncertainty_score":0.03280538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2533551554","doi":"10.1081/22020586.2010.12041873","title":"Lineament analysis as a tool for hydrocarbon and mineral exploration: a Canadian case study","year":2010,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Lineament; Geology; Terrane; Mineral exploration; Tectonics; Hydrocarbon exploration; Geologic map; Geophysics; Geomorphology; Petrology; Seismology","authors":[{"name":"Madeline D. Lee","is_ca":true},{"name":"William A. Morris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01830650513856587,"gpt":0.2619106544413069,"spread":0.243604149302741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073482,0.0003942882,0.0002033031,0.002232739,0.004087389,0.001696941,0.001350981,0.001079923,0.004450109],"category_scores_gemma":[0.002801227,0.0001874289,0.0003673119,0.005136832,0.001563952,0.0006884722,0.001223142,0.0006753619,0.0003390362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01806202,"about_ca_system_score_gemma":0.01924451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9250047,"about_ca_topic_score_gemma":0.9656808,"domain_scores_codex":[0.9991881,0.0001862184,0.00002690073,0.00006274771,0.0003340274,0.0002020418],"domain_scores_gemma":[0.9987597,0.0003146,0.0000761102,0.00008788976,0.0005274073,0.0002342127],"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":[0.0005893655,0.001040839,0.2855318,0.0005565847,0.00009454836,0.05944875,0.03920156,0.03998197,0.00909794,0.04474666,0.05270405,0.467006],"study_design_scores_gemma":[0.0001474249,0.0004916575,0.2707192,0.0005280976,0.0001518814,0.01641205,0.1217545,0.136455,0.01017725,0.008851432,0.4339781,0.0003333398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322969,0.0007606213,0.01067422,0.004169119,0.0000311932,0.0003251546,0.002166684,0.000243349,0.0493327],"genre_scores_gemma":[0.9544401,0.001189315,0.02455514,0.0002379345,0.00000894732,0.00009229899,0.0007960583,0.0001188802,0.01856134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07499534,"threshold_uncertainty_score":0.150874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987826558","doi":"10.1080/22020586.2019.12073192","title":"Passive Seismic Ambient Noise Surface Wave Tomography Applied to Two Exploration Targets in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Seismic noise; Geology; Ambient noise level; Seismology; Tomography; Toolbox; Noise (video); Geophysical imaging; Surface wave; Passive seismic; Geophysics; Oceanography; Image (mathematics); Computer science; Sound (geography); Telecommunications; Artificial intelligence; Optics; Physics","authors":[{"name":"Richard A. Lynch","is_ca":false},{"name":"Dan Hollis","is_ca":false},{"name":"John H. McBride","is_ca":true},{"name":"Nick Arndt","is_ca":false},{"name":"Florent Brenguier","is_ca":false},{"name":"Aurélien Mordret","is_ca":false},{"name":"Pierre Boué","is_ca":false},{"name":"Sophie Beauprêtre","is_ca":false},{"name":"Frank Santaguida","is_ca":false},{"name":"Dan Chisolm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00976579959405329,"gpt":0.1894389287667608,"spread":0.1796731291727075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002705,0.0004835056,0.0002854006,0.001007196,0.001858417,0.0008841517,0.0005745703,0.0005790904,0.001337153],"category_scores_gemma":[0.0005714154,0.0002546187,0.0002111968,0.001783963,0.0006478714,0.0003032491,0.0006257005,0.0004434946,0.000317536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01218198,"about_ca_system_score_gemma":0.01599611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978703,"about_ca_topic_score_gemma":0.9926846,"domain_scores_codex":[0.9996979,0.000008677853,0.000007920188,0.00003937728,0.0001390076,0.0001072137],"domain_scores_gemma":[0.9995838,0.00002300246,0.00002526685,0.00001332202,0.000298309,0.00005632995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308448,0.0006692236,0.6489027,0.0005289341,0.0002322487,0.01446927,0.01146119,0.05986754,0.08712772,0.004054387,0.01909239,0.152286],"study_design_scores_gemma":[0.0000680593,0.0001318299,0.9267752,0.00006532141,0.00007173619,0.0005720522,0.007308176,0.04498733,0.006018517,0.0004452297,0.01347784,0.00007883536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789509,0.0002139867,0.0025874,0.0004493774,0.00002634787,0.0001223706,0.002832847,0.0001149171,0.01470176],"genre_scores_gemma":[0.9897488,0.0002048412,0.002291774,0.00005754628,0.000006269749,0.00002308044,0.001074416,0.00002766367,0.006565636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02129704,"threshold_uncertainty_score":0.08838689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100906516","doi":"10.1071/aseg2007ab136","title":"Geometric Constraints for the Detection of Perfect Conductors","year":2007,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Electrical conductor; Fixed wing; Field (mathematics); Drag; Wing; Computer science; Aerospace engineering; Geometry; Mathematics; Acoustics; Algorithm; Physics; Electrical engineering; Engineering","authors":[{"name":"Adam Śmiarowski","is_ca":true},{"name":"James Macnae","is_ca":false},{"name":"Richard Bailey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01204626664662503,"gpt":0.2379436406146939,"spread":0.2258973739680689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000776428,0.0003409708,0.0003004232,0.0005330144,0.0002502796,0.000518368,0.0003370164,0.0002256249,0.002234218],"category_scores_gemma":[0.007527648,0.0002919832,0.0001282385,0.000234504,0.0005353015,0.0008204713,0.0004344928,0.0003086134,0.0003148567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268415,"about_ca_system_score_gemma":0.0001960895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003726611,"about_ca_topic_score_gemma":0.0007236404,"domain_scores_codex":[0.9995736,0.0001071021,0.00001421852,0.00009874166,0.0001576991,0.0000486493],"domain_scores_gemma":[0.9951792,0.002770156,0.0007859188,0.0004778796,0.0007009465,0.00008591268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008287029,0.00004883282,0.05411124,0.0003646159,0.00004677385,0.001229327,0.0003211764,0.2485514,0.5473301,0.03600645,0.00286689,0.1082944],"study_design_scores_gemma":[0.00003776084,0.0005826443,0.04450313,0.00004484694,0.00003414692,0.001662244,0.0002349601,0.7144426,0.2117323,0.02052865,0.00611847,0.000078224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.558504,0.0002554418,0.4350657,0.0001299518,0.00005161801,0.00002089974,0.0001888923,0.0005846713,0.0051989],"genre_scores_gemma":[0.9703932,0.00004110725,0.0290176,0.00001292324,0.00001380166,0.000008464132,0.0001132344,0.00002819188,0.0003714197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002234218,"threshold_uncertainty_score":0.007474184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313806352","doi":"10.1071/aseg2009ab140","title":"Results from the first field trial of a borehole gravity meter for mining applications","year":2009,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Borehole; Gravimeter; Geology; Drill; Metre; Instrumentation (computer programming); Geodesy; Geophysics; Remote sensing; Mining engineering; Geotechnical engineering; Engineering; Mechanical engineering","authors":[{"name":"Harold O. Seigel","is_ca":false},{"name":"C. Nind","is_ca":false},{"name":"J. MacQueen","is_ca":false},{"name":"Michel Chouteau","is_ca":false},{"name":"Bernard Giroux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02646023467325713,"gpt":0.2753180437313117,"spread":0.2488578090580546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002810325,0.0006498001,0.0004959853,0.0007260145,0.0007780775,0.0005523552,0.0008851456,0.001005287,0.00243796],"category_scores_gemma":[0.002734046,0.0002241187,0.0002994036,0.0006285147,0.0007685064,0.0008594274,0.0005601576,0.0006508767,0.001034086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007791767,"about_ca_system_score_gemma":0.0008561927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184292,"about_ca_topic_score_gemma":0.0324284,"domain_scores_codex":[0.9982243,0.0003415846,0.00007529295,0.0002804661,0.0008956898,0.0001826692],"domain_scores_gemma":[0.9961455,0.0006830751,0.0001328751,0.0004054047,0.002348814,0.0002842266],"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":[0.004104103,0.006706019,0.1282187,0.000658623,0.0001112593,0.001689155,0.00357414,0.01136582,0.4268951,0.001501341,0.01936902,0.3958067],"study_design_scores_gemma":[0.001160096,0.04376274,0.4951632,0.0001529183,0.0002162684,0.001543651,0.005188683,0.03376719,0.329975,0.001052169,0.08778413,0.0002339026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480225,0.000183781,0.02903706,0.0006630964,0.0001185995,0.001402898,0.003330039,0.001972381,0.01526967],"genre_scores_gemma":[0.9621543,0.0001237659,0.02301697,0.0002428987,0.00002279218,0.0003347201,0.002808664,0.0001095663,0.01118625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01184292,"threshold_uncertainty_score":0.02354795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789667363","doi":"10.1071/aseg2018abt6_1f","title":"Large Scale 3D Airborne Electromagnetic Inversion - Recent Technical Improvements","year":2018,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of British Columbia Hospital; Geoscience BC","funders":"","keywords":"Inversion (geology); Computer science; Polygon mesh; Suite; Software suite; Computational science; Leverage (statistics); Frequency domain; Software; Geology; Computer engineering; Computer graphics (images); Geography; Seismology; Artificial intelligence","authors":[{"name":"Michael S. McMillan","is_ca":true},{"name":"Eldad Haber","is_ca":true},{"name":"D. R. Marchant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01057455147380357,"gpt":0.2444527614574865,"spread":0.2338782099836829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005104284,0.001080314,0.0007932346,0.001177933,0.00048318,0.001970616,0.002277317,0.001055624,0.004968121],"category_scores_gemma":[0.006309801,0.000874174,0.001151715,0.001384781,0.0009528992,0.002392168,0.002531399,0.00220262,0.002790311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000942788,"about_ca_system_score_gemma":0.001455139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316981,"about_ca_topic_score_gemma":0.005186856,"domain_scores_codex":[0.9984652,0.0003404056,0.00006176707,0.0002516204,0.0008157768,0.00006524225],"domain_scores_gemma":[0.9945299,0.001315053,0.0001706133,0.001218527,0.002572991,0.0001928285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001857176,0.0001780201,0.004627021,0.000941035,0.0001969329,0.0002734192,0.0004235849,0.1420309,0.06499469,0.03500823,0.02176763,0.7293728],"study_design_scores_gemma":[0.0001098486,0.0001817184,0.004795105,0.0002728,0.0001169011,0.0007073086,0.0002243673,0.6333682,0.04179114,0.02483294,0.2933528,0.0002469154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008624955,0.002519521,0.9751114,0.001962407,0.0003595239,0.00008680001,0.0005594522,0.003584334,0.007191613],"genre_scores_gemma":[0.04203732,0.002855969,0.9481744,0.000537677,0.0003477428,0.0001196987,0.001736936,0.0009108,0.003279452],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005104284,"threshold_uncertainty_score":0.02699441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328600992","doi":"10.1071/aseg2006ab007","title":"Computation of gridded traveltimes using a circular wavefront assumption","year":2006,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BP (Canada); University of Calgary","funders":"","keywords":"Wavefront; Curvature; Eikonal equation; Computation; Quartic function; Geodesy; Mathematics; Geometry; Mathematical analysis; Algorithm; Geology; Physics; Optics","authors":[{"name":"John C. Bancroft","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01779227676952481,"gpt":0.2343875312056792,"spread":0.2165952544361543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003989048,0.0003371238,0.0003368367,0.0003756889,0.000295914,0.0008472985,0.0007283471,0.0003936625,0.003139912],"category_scores_gemma":[0.003748069,0.0003444075,0.0003510825,0.0005992431,0.0002761821,0.0007893829,0.0005127828,0.0004628384,0.0007977897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512562,"about_ca_system_score_gemma":0.001269623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540467,"about_ca_topic_score_gemma":0.01702283,"domain_scores_codex":[0.9998215,0.00002689956,0.00001674982,0.00004210792,0.00006881364,0.00002401847],"domain_scores_gemma":[0.9989628,0.000354532,0.00008885346,0.0002331572,0.000324356,0.00003628798],"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":[0.0001833726,0.00004948278,0.006233068,0.00009518828,0.00004707589,0.0002638585,0.0002217749,0.8667159,0.01300837,0.02094155,0.002781987,0.08945832],"study_design_scores_gemma":[0.000007923755,0.00001064584,0.0003970329,0.000004114916,0.000002583503,0.00003392796,0.00001887916,0.994341,0.001930519,0.002117326,0.001129281,0.000006677805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04631668,0.00003716309,0.9501105,0.00005115879,0.00002451757,0.00002396502,0.0002865112,0.0009527553,0.002196745],"genre_scores_gemma":[0.4090091,0.0001001994,0.5879583,0.00003500194,0.00001110845,0.00005597937,0.000711119,0.0003051611,0.001814082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01540467,"threshold_uncertainty_score":0.03062999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}