{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1277,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1277,"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":"9790e20da741","filters":{"topic":"Geological Modeling and Analysis"}},"results":[{"id":"W1964396403","doi":"10.1016/j.tecto.2012.04.007","title":"Locating and quantifying geological uncertainty in three-dimensional models: Analysis of the Gippsland Basin, southeastern Australia","year":2012,"lang":"en","type":"article","venue":"Tectonophysics","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":230,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Uncertainty analysis; Uncertainty quantification; Inversion (geology); Reliability (semiconductor); Structural basin; Visualization; Data mining; Computer science; Paleontology","authors":[{"name":"Mark Lindsay","is_ca":false},{"name":"Laurent Aillères","is_ca":false},{"name":"Mark Jessell","is_ca":false},{"name":"E A de Kemp","is_ca":true},{"name":"Peter Betts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09235174017841663,"gpt":0.2651261567228463,"spread":0.1727744165444297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007872285,0.0004377716,0.0004327027,0.000814551,0.000862259,0.00130632,0.001265483,0.0009439281,0.0005908138],"category_scores_gemma":[0.003615663,0.0006557007,0.0006808754,0.0008662661,0.001316736,0.0008837799,0.001062236,0.0004591416,0.00005933611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003730231,"about_ca_system_score_gemma":0.002655803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4684474,"about_ca_topic_score_gemma":0.4592286,"domain_scores_codex":[0.9997627,0.0000755111,0.00001931413,0.00005490836,0.0000446029,0.00004304734],"domain_scores_gemma":[0.9989733,0.000547195,0.0001426594,0.00008619376,0.000172208,0.00007851909],"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":[0.00008619011,0.000159461,0.1133381,0.00003577108,0.000136628,0.00030482,0.0004042782,0.8754207,0.001303155,0.0008112594,0.0001672313,0.007832454],"study_design_scores_gemma":[0.00001224705,0.00002568388,0.0556411,0.000008034539,0.00003445962,0.00003554304,0.0002946277,0.9429073,0.0003539969,0.0004948517,0.0001757657,0.00001638138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988117,0.00002411948,0.0007361158,0.00006380212,8.41593e-7,0.00000602199,0.00003968688,0.00001275624,0.0003049725],"genre_scores_gemma":[0.9989803,0.00002235532,0.0007803011,0.00000599224,8.200625e-7,0.000003744745,0.00005390065,0.000004903717,0.0001475727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4684474,"threshold_uncertainty_score":0.9314415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2485691581","doi":"10.2110/pec.08.90.0073","title":"The Role of Ichnology in Refining Shallow Marine Facies Models","year":2008,"lang":"en","type":"book-chapter","venue":"SEPM (Society for Sedimentary Geology) eBooks","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":216,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ichnology; Facies; Geology; Refining (metallurgy); Marine engineering; Petrology; Paleontology; Engineering; Trace fossil; Chemistry","authors":[{"name":"James A. MacEachern","is_ca":true},{"name":"Kerrie L. Bann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01944166695647613,"gpt":0.1954484550023608,"spread":0.1760067880458846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575866,0.0008326609,0.0005753883,0.0009462387,0.0004673073,0.001457666,0.001117584,0.0006501148,0.001819254],"category_scores_gemma":[0.006079441,0.0004688916,0.0007864801,0.0003826458,0.0006057061,0.001367911,0.00130826,0.0007937246,0.0004307355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000719752,"about_ca_system_score_gemma":0.001075187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03708842,"about_ca_topic_score_gemma":0.03300969,"domain_scores_codex":[0.9997311,0.0001085957,0.00001669754,0.00005375408,0.00005376377,0.00003608672],"domain_scores_gemma":[0.9984627,0.0008890411,0.0001308957,0.000207421,0.0002064827,0.0001034899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004121807,0.00001793275,0.01150643,0.00001270972,0.0000360263,0.0000346484,0.00003268609,0.973191,0.0005806645,0.001663994,0.0001470004,0.01273569],"study_design_scores_gemma":[0.000003410519,0.000007628334,0.0005231589,0.000005923935,0.000004185463,0.000005075197,0.000007503159,0.9982142,0.0001188933,0.0008534416,0.0002530162,0.000003420218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315486,0.0005722837,0.3560623,0.0004990505,0.00004557066,0.0001733597,0.0007957657,0.00184782,0.008455276],"genre_scores_gemma":[0.9393225,0.0001821971,0.05870237,0.00008099797,0.00001830895,0.00005531457,0.0003638374,0.0002284987,0.001046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03708842,"threshold_uncertainty_score":0.07374507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043824713","doi":"10.1007/s11004-014-9540-3","title":"Three-Dimensional Modelling of Geological Surfaces Using Generalized Interpolation with Radial Basis Functions","year":2014,"lang":"en","type":"article","venue":"Mathematical Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":191,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mira Geoscience (Canada); Geological Survey of Canada","funders":"Division of Materials Research","keywords":"Interpolation (computer graphics); Covariance; Kriging; Parametric statistics; Applied mathematics; Radial basis function; Surface (topology); Hermite interpolation; Isotropy; Mathematical optimization; Mathematics; Computer science; Algorithm; Geometry; Mathematical analysis; Hermite polynomials","authors":[{"name":"M. J. Hillier","is_ca":true},{"name":"E M Schetselaar","is_ca":true},{"name":"E A de Kemp","is_ca":true},{"name":"Gervais Perron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05718289125646276,"gpt":0.2277507716716309,"spread":0.1705678804151681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005407335,0.0005616781,0.0006991973,0.0008522528,0.0003960072,0.001370731,0.001306699,0.0009070319,0.001693162],"category_scores_gemma":[0.001573227,0.0004591866,0.001003923,0.001309812,0.0005457781,0.0008755461,0.000945487,0.0007740049,0.0006720831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006572442,"about_ca_system_score_gemma":0.001106213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385287,"about_ca_topic_score_gemma":0.01043863,"domain_scores_codex":[0.9996971,0.00009412156,0.00002154414,0.00004315689,0.0001176588,0.00002645833],"domain_scores_gemma":[0.999587,0.0001453701,0.0000544719,0.00007057482,0.0001205871,0.00002200805],"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":[0.00002968569,0.0000186143,0.0004299739,0.00004907874,0.00001506927,0.00004240866,0.00007425986,0.9626911,0.002683607,0.01211373,0.0003215406,0.02153094],"study_design_scores_gemma":[0.000001402798,0.000002802859,0.00005308253,0.000002928723,0.00000138645,0.000008886614,0.000004108397,0.9980295,0.000471337,0.000970931,0.0004483008,0.000005278991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01389862,0.00008481872,0.9842318,0.0000450492,0.00001625929,0.00001859957,0.0001064099,0.0005629779,0.001035319],"genre_scores_gemma":[0.5312809,0.0004381863,0.4646626,0.00003367622,0.00001982591,0.0001134836,0.0004677501,0.0003193582,0.002664171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01385287,"threshold_uncertainty_score":0.02754444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593433236","doi":"10.5382/sp.18.13","title":"Next Generation Three-Dimensional Geologic Modeling and Inversion","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Mineral; Geology; Geochemistry; Trace element; Mineralogy; Earth science; Chemistry","authors":[{"name":"Mark Jessell","is_ca":true},{"name":"Laurent Aillères","is_ca":true},{"name":"E A de Kemp","is_ca":true},{"name":"Mark Lindsay","is_ca":false},{"name":"Florian Wellmann","is_ca":false},{"name":"M. J. Hillier","is_ca":true},{"name":"Gautier Laurent","is_ca":false},{"name":"Thomas Carmichael","is_ca":true},{"name":"Roland Martin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07759384245686594,"gpt":0.2235327790663195,"spread":0.1459389366094536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006934538,0.0005880332,0.0005554588,0.0005667714,0.000414996,0.001926569,0.001616351,0.0009557774,0.007597376],"category_scores_gemma":[0.001592519,0.0004529799,0.001004357,0.0007537345,0.0005830837,0.001311457,0.001297723,0.001203534,0.00211994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009164172,"about_ca_system_score_gemma":0.001454828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378453,"about_ca_topic_score_gemma":0.01460038,"domain_scores_codex":[0.9998087,0.00004336743,0.00001078048,0.00003260789,0.00008157235,0.00002302691],"domain_scores_gemma":[0.9993753,0.000171371,0.00003942747,0.0001415664,0.0002324346,0.0000399049],"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":[0.00005682913,0.0000439164,0.001638251,0.00005590796,0.0000506123,0.00007232061,0.00009017612,0.9279902,0.003177882,0.01478247,0.005911887,0.04612948],"study_design_scores_gemma":[0.000005263117,0.000003884189,0.00009715123,0.000004010725,0.000003369313,0.000008588988,0.000006664799,0.993517,0.0005688047,0.002875466,0.002903119,0.000006591752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01239488,0.000119376,0.9711832,0.0004338777,0.00009259408,0.00006287926,0.001138413,0.006132967,0.008441841],"genre_scores_gemma":[0.3615274,0.0004240066,0.6256754,0.0003591298,0.00004883566,0.0003667818,0.003043252,0.00101527,0.007539973],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01378453,"threshold_uncertainty_score":0.0274086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167719122","doi":"10.1190/1.2831686","title":"Constrained inversion of geologic surfaces— pushing the boundaries","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BP (Canada); Mira Geoscience (Canada)","funders":"","keywords":"Inversion (geology); Geology; Geometry; Geodesy; Geomorphology; Mathematics","authors":[{"name":"Peter K. Fullagar","is_ca":false},{"name":"Glenn Pears","is_ca":true},{"name":"Bruce McMonnies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04410836843451148,"gpt":0.2204478492277666,"spread":0.1763394807932551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181757,0.0006452214,0.000824406,0.0004375838,0.0003173626,0.002003377,0.001580743,0.001368245,0.002004252],"category_scores_gemma":[0.006619054,0.0006120568,0.0003606315,0.0004884343,0.001370831,0.003077212,0.002599361,0.001588471,0.0005558088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104607,"about_ca_system_score_gemma":0.0009642724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00611683,"about_ca_topic_score_gemma":0.004013519,"domain_scores_codex":[0.9995034,0.0001865717,0.00001555531,0.0001017307,0.0001465087,0.00004612214],"domain_scores_gemma":[0.9986327,0.000783749,0.00006878795,0.0002852539,0.0001785141,0.00005089156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002933086,0.0001140315,0.002465773,0.0001576076,0.0001060473,0.0001451434,0.0002882465,0.7212251,0.01757578,0.09954803,0.005121958,0.1529589],"study_design_scores_gemma":[0.00003023098,0.00001822251,0.0006247518,0.0000210264,0.000005601751,0.00002028449,0.00004559678,0.949105,0.001491584,0.04585075,0.002769038,0.00001805369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08816979,0.0008547065,0.8998119,0.001731139,0.000164986,0.00002654102,0.0003162497,0.0008351852,0.00808958],"genre_scores_gemma":[0.7656778,0.0008856898,0.2281988,0.0005977659,0.0002587721,0.00007591085,0.0009667849,0.0005049474,0.002833595],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00611683,"threshold_uncertainty_score":0.01216245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070078317","doi":"10.1007/s10040-004-0365-x","title":"3D geologic framework models for regional hydrogeology and land-use management: a case study from a Quaternary basin of southwestern Quebec, Canada","year":2004,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":101,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Geological Survey of Canada; Institut National de la Recherche Scientifique","funders":"Bureau de Recherches Géologiques et Minières","keywords":"Aquifer; Hydrogeology; Geology; Groundwater recharge; Quaternary; Structural basin; Bedrock; Groundwater; Groundwater model; Geomorphology; Hydrology (agriculture); Geochemistry; Paleontology; Geotechnical engineering","authors":[{"name":"Martin Ross","is_ca":true},{"name":"Michel Parent","is_ca":true},{"name":"René Lefebvre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02960727789731826,"gpt":0.2237643775586587,"spread":0.1941570996613405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004534921,0.0005820182,0.000480417,0.0007713127,0.001499062,0.001926897,0.001666476,0.0008643402,0.003102077],"category_scores_gemma":[0.001586784,0.0004152556,0.0007017182,0.001775764,0.0006032789,0.000533642,0.0005802366,0.0005789169,0.0002916274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402185,"about_ca_system_score_gemma":0.01001133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9700232,"about_ca_topic_score_gemma":0.9766482,"domain_scores_codex":[0.9998391,0.0000417875,0.00001155615,0.00003478136,0.00003761207,0.00003511941],"domain_scores_gemma":[0.9993039,0.000270687,0.00004007064,0.00003667814,0.0002921598,0.00005638829],"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":[0.00005003871,0.00005998143,0.01185503,0.00003425624,0.00003787754,0.0001577712,0.0002577385,0.9700158,0.0003485141,0.00374216,0.001934069,0.01150681],"study_design_scores_gemma":[0.00001678399,0.000006172959,0.002867627,0.000009544213,0.00001459012,0.0000129548,0.0001550779,0.9944162,0.00009222051,0.0007283012,0.001667289,0.00001322997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001302,0.0004831505,0.06506971,0.001250516,0.00005969353,0.0002464486,0.01248213,0.001672461,0.01860571],"genre_scores_gemma":[0.9599758,0.0003054881,0.03225618,0.00007491506,0.000007405417,0.0001237568,0.002804747,0.0001373282,0.004314281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02997684,"threshold_uncertainty_score":0.1017361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138946060","doi":"10.1023/b:matg.0000037737.11615.df","title":"Generalized Sequential Gaussian Simulation on Group Size ν and Screen-Effect Approximations for Large Field Simulations","year":2004,"lang":"en","type":"article","venue":"Mathematical Geology","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Gaussian; Node (physics); Mathematics; Algorithm; Gaussian process; Ergodic theory; Gaussian random field; Applied mathematics; Mathematical optimization; Computer science; Mathematical analysis; Physics","authors":[{"name":"Roussos Dimitrakopoulos","is_ca":false},{"name":"Xiaochun Luo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269396194478801,"gpt":0.2785485208944647,"spread":0.2516089014465846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004875174,0.0009320785,0.002015143,0.001189308,0.0009418336,0.001153349,0.003042853,0.002348397,0.004856869],"category_scores_gemma":[0.02740418,0.0009984605,0.001051694,0.001512102,0.002626219,0.002638183,0.002923072,0.001999014,0.0005284398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869563,"about_ca_system_score_gemma":0.002309368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344123,"about_ca_topic_score_gemma":0.01546201,"domain_scores_codex":[0.9985706,0.0007671313,0.00005459059,0.0001329824,0.0002868433,0.0001878422],"domain_scores_gemma":[0.9815989,0.01407005,0.000971024,0.001247975,0.001302874,0.0008092392],"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":[0.00008787878,0.00002809428,0.0005037222,0.0000287047,0.00002070355,0.00005231911,0.00005340649,0.9349672,0.0002645777,0.06098631,0.0005364888,0.002470635],"study_design_scores_gemma":[0.000009751485,0.00000334017,0.00002615428,0.000001926425,0.000002166541,0.000002540876,0.000003400223,0.9919462,0.00004105403,0.00788231,0.0000787735,0.000002493317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03499775,0.0001929918,0.9602775,0.0004549995,0.00006126715,0.00007968012,0.0001290026,0.0003657087,0.003441148],"genre_scores_gemma":[0.7836165,0.0004190706,0.2050018,0.0003871609,0.0001212689,0.0005996109,0.0004374064,0.000438586,0.008978635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02344123,"threshold_uncertainty_score":0.04660958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2238832049","doi":"","title":"Tracing Tectonic Deformation Using the Sedimentary Record","year":2004,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Tracing; Geology; Tectonics; Sedimentary rock; Paleontology; Deformation (meteorology); Geologic record; Seismology; Computer science; Oceanography","authors":[{"name":"Octavian Catuneanu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01748366218476127,"gpt":0.1953696741917865,"spread":0.1778860120070252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000225906,0.0003419213,0.0002193745,0.001879155,0.0005826251,0.000986682,0.0004460948,0.000439958,0.001599765],"category_scores_gemma":[0.001039792,0.0003272266,0.0002368025,0.002829409,0.0002692532,0.0004380007,0.000315027,0.0004197071,0.0003904562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004479645,"about_ca_system_score_gemma":0.007094168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9011228,"about_ca_topic_score_gemma":0.9442931,"domain_scores_codex":[0.9999316,0.000004568526,0.000003130176,0.00001563206,0.00003046194,0.00001466443],"domain_scores_gemma":[0.999727,0.00004429007,0.00003159131,0.00002684111,0.0001389319,0.00003139486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002578858,0.0001713578,0.374458,0.0001661604,0.0002676481,0.000310232,0.0005111519,0.36601,0.02191556,0.00721514,0.01032712,0.2183899],"study_design_scores_gemma":[0.000037724,0.00001303314,0.1725095,0.00003286755,0.00006742715,0.00003587312,0.0001769897,0.8125315,0.004968833,0.001706699,0.007885617,0.00003410719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579607,0.0005614975,0.02118666,0.0006644125,0.0000561936,0.00004475639,0.009817298,0.001262275,0.008446269],"genre_scores_gemma":[0.971182,0.0004644154,0.02112528,0.00001871234,0.00001095132,0.000009490766,0.003602535,0.0001059146,0.00348068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09887719,"threshold_uncertainty_score":0.1989189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019251441","doi":"10.1139/cgj-2019-0843","title":"Nonparametric and data-driven interpolation of subsurface soil stratigraphy from limited data using multiple point statistics","year":2020,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"City University of Hong Kong","keywords":"Stratigraphy; Interpolation (computer graphics); Nonparametric statistics; Geology; Parametric statistics; Geotechnical engineering; Spatial analysis; Point (geometry); Data point; Soil science; Computer science; Algorithm; Statistics; Remote sensing; Artificial intelligence; Mathematics; Geometry; Image (mathematics)","authors":[{"name":"Chao Shi","is_ca":false},{"name":"Yu Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08853872214638436,"gpt":0.2578736055450827,"spread":0.1693348833986983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009822526,0.0003868174,0.0005482767,0.0007459415,0.0002047453,0.0004608499,0.00103678,0.0004482216,0.000413325],"category_scores_gemma":[0.003915649,0.0003782591,0.0006487014,0.0009749319,0.0005224262,0.0008339969,0.000790616,0.0007901434,0.0001737299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256678,"about_ca_system_score_gemma":0.0008279821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003077585,"about_ca_topic_score_gemma":0.004594799,"domain_scores_codex":[0.9995356,0.0001177179,0.00002882079,0.0001051536,0.0001800587,0.00003274331],"domain_scores_gemma":[0.9984294,0.0007780704,0.0002286742,0.0002340749,0.0002866611,0.00004316988],"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":[0.0001397607,0.00006593423,0.00542126,0.0001266476,0.00004689892,0.0001120069,0.0001307831,0.7915951,0.01342797,0.005538387,0.0004428855,0.1829524],"study_design_scores_gemma":[0.000003287562,0.0000213965,0.0008190041,0.000003524739,0.000002948231,0.00002205377,0.00000766939,0.9953626,0.002214328,0.001305587,0.0002299354,0.000007604271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02701455,0.00003586342,0.9725096,0.00002520414,0.000006958471,0.0000134038,0.00004185037,0.0001824741,0.0001701415],"genre_scores_gemma":[0.6256146,0.0001060761,0.3728706,0.00003156931,0.00002388578,0.0000960902,0.0003840267,0.00006189041,0.0008112782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003077585,"threshold_uncertainty_score":0.00611937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976077206","doi":"10.2113/8.4.335","title":"Geoenvironmental Mapping: Methods, Theory and Practice","year":2002,"lang":"en","type":"article","venue":"Environmental and Engineering Geoscience","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geologic map; Geology; Landform; Geological survey; Hydrology (agriculture); Earth science; Geomorphology","authors":[{"name":"Peter Bobrowsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01478894607806107,"gpt":0.1925419617345296,"spread":0.1777530156564685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02257669,0.001646001,0.001614528,0.007886203,0.002330985,0.01544915,0.004817665,0.004120181,0.009455197],"category_scores_gemma":[0.02945392,0.001314919,0.001004692,0.01452563,0.01536034,0.009849461,0.006911593,0.00375275,0.003468053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004804376,"about_ca_system_score_gemma":0.01030065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073853,"about_ca_topic_score_gemma":0.007968819,"domain_scores_codex":[0.9829996,0.01078358,0.00112896,0.001331182,0.003447186,0.0003095209],"domain_scores_gemma":[0.972005,0.01794985,0.0007087638,0.005227311,0.003470068,0.0006390784],"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":[0.0000175443,0.0001544644,0.003286573,0.001494272,0.00006242387,0.0001538844,0.005020531,0.008599534,0.0003737928,0.4564219,0.03376978,0.4906454],"study_design_scores_gemma":[0.00003305127,0.00004618261,0.002342782,0.003606756,0.00003494687,0.0004036296,0.006906928,0.01290868,0.0006294962,0.5910351,0.3819694,0.0000830082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003414086,0.03110938,0.8722615,0.01639922,0.0009782877,0.0009404758,0.0006901422,0.001038851,0.07316806],"genre_scores_gemma":[0.09864673,0.03414381,0.8508734,0.001636305,0.000667265,0.001833253,0.0006448625,0.0005662988,0.01098811],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02257669,"threshold_uncertainty_score":0.1193984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917073920","doi":"10.3390/mti3010009","title":"Virtual Reality in Cartography: Immersive 3D Visualization of the Arctic Clyde Inlet (Canada) Using Digital Elevation Models and Bathymetric Data","year":2019,"lang":"en","type":"article","venue":"Multimodal Technologies and Interaction","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Science Foundation","keywords":"Terrain; Virtual reality; Bathymetry; Visualization; Computer science; Workflow; Digital elevation model; Raised-relief map; Computer graphics (images); Augmented reality; Human–computer interaction; Remote sensing; Cartography; Geology; Geography; Artificial intelligence","authors":[{"name":"Mona Lütjens","is_ca":false},{"name":"Thomas P. Kersten","is_ca":false},{"name":"Boris Dorschel","is_ca":false},{"name":"Felix Tschirschwitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04162497603556967,"gpt":0.2612848605858876,"spread":0.219659884550318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001882623,0.0003200983,0.0001357246,0.0007748636,0.0008029129,0.001203215,0.0003700778,0.0001918047,0.003526093],"category_scores_gemma":[0.0004649315,0.0001802726,0.0002225458,0.0008608314,0.0004196995,0.0003117022,0.0008056889,0.0002018904,0.0002333291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614593,"about_ca_system_score_gemma":0.005802797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7755285,"about_ca_topic_score_gemma":0.9016874,"domain_scores_codex":[0.999895,0.00001516591,0.000002835888,0.00001600651,0.00004704589,0.00002389439],"domain_scores_gemma":[0.999894,0.0000311308,0.000005908599,0.00001057658,0.00003392015,0.00002434376],"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":[0.000727761,0.000362091,0.09217385,0.001448105,0.0001570339,0.005173953,0.03944064,0.09197478,0.1742235,0.01506295,0.02574,0.5535153],"study_design_scores_gemma":[0.0001237152,0.0003964311,0.4138719,0.0007782676,0.0002924912,0.002499016,0.02955195,0.2352173,0.04865813,0.00306266,0.2651093,0.0004388301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8746113,0.0008874384,0.06779025,0.0006904282,0.00008686245,0.0002691,0.005769861,0.001493509,0.04840133],"genre_scores_gemma":[0.9090422,0.001226207,0.07847025,0.00005325707,0.000009684009,0.00006044903,0.001416137,0.0001003521,0.009621463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2244715,"threshold_uncertainty_score":0.4515869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996344134","doi":"10.1016/j.cageo.2006.12.008","title":"Support vector machine for 3D modelling from sparse geological information of various origins","year":2007,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Support vector machine; Computer science; Data mining; Visualization; Task (project management); Hyperparameter; Machine learning; Artificial intelligence; Pattern recognition (psychology); Systems engineering; Engineering","authors":[{"name":"Alex Smirnoff","is_ca":true},{"name":"Éric Boisvert","is_ca":true},{"name":"Serge J. Paradis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02709064366674621,"gpt":0.2234299623528251,"spread":0.1963393186860789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005665238,0.0008608511,0.001231337,0.000846312,0.0004022976,0.0008028857,0.001343078,0.001359789,0.002421321],"category_scores_gemma":[0.004117808,0.0006794562,0.0009285462,0.001936076,0.0004765016,0.001401011,0.001087665,0.001794634,0.001343006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005559013,"about_ca_system_score_gemma":0.0009775409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010817,"about_ca_topic_score_gemma":0.007982216,"domain_scores_codex":[0.9995667,0.0000952625,0.00003610071,0.000106859,0.0001529116,0.00004213342],"domain_scores_gemma":[0.9985161,0.0009248944,0.0001125899,0.0001813235,0.000227156,0.00003797222],"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":[0.0001885631,0.00006358656,0.0005103054,0.0001683496,0.00005945295,0.00009061776,0.00006851841,0.4993434,0.004789076,0.005900863,0.005129211,0.4836881],"study_design_scores_gemma":[0.000002686125,0.000006547923,0.00006367225,0.000002686486,0.00000256881,0.000007940007,0.000003898966,0.9969897,0.0005286974,0.002048327,0.0003397035,0.000003598191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01143622,0.0003813658,0.9850066,0.0001395462,0.00004116807,0.0000261333,0.0003391678,0.002222846,0.0004069762],"genre_scores_gemma":[0.3745716,0.0007783478,0.6172387,0.000114819,0.00009773245,0.0002594931,0.002927338,0.0002903054,0.003721683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01010817,"threshold_uncertainty_score":0.02009869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175039957","doi":"10.1007/s11004-021-09945-x","title":"Three-Dimensional Structural Geological Modeling Using Graph Neural Networks","year":2021,"lang":"en","type":"article","venue":"Mathematical Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"Australian Research Council; Natural Resources Canada; RWTH Aachen University","keywords":"Computer science; Interpolation (computer graphics); Polygon mesh; Graph; Artificial neural network; Theoretical computer science; Architecture; Process (computing); Artificial intelligence; Machine learning; Data mining","authors":[{"name":"M. J. Hillier","is_ca":true},{"name":"Florian Wellmann","is_ca":false},{"name":"Boyan Brodaric","is_ca":true},{"name":"E A de Kemp","is_ca":true},{"name":"Ernst Schetselaar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05065873067761802,"gpt":0.2477139643593166,"spread":0.1970552336816986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002790345,0.0004696424,0.0003844242,0.0008097146,0.0002810229,0.0008521561,0.0008781893,0.0009779657,0.001735001],"category_scores_gemma":[0.0008963917,0.0003172773,0.0006602285,0.0007741716,0.0007145638,0.0008108164,0.0007186024,0.0006235116,0.0002358049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032536,"about_ca_system_score_gemma":0.0006312335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184654,"about_ca_topic_score_gemma":0.02271585,"domain_scores_codex":[0.9998759,0.00004099093,0.000006029142,0.00003059924,0.00003161781,0.00001479913],"domain_scores_gemma":[0.9997056,0.0001547964,0.000040601,0.00003366184,0.00004644537,0.00001879317],"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":[0.000003921279,0.000003182503,0.0001470116,0.000003679954,0.000003115345,0.000009437524,0.000005045582,0.9951236,0.0001729856,0.002110395,0.00006007383,0.00235765],"study_design_scores_gemma":[3.474283e-7,9.396665e-7,0.00002469571,7.05568e-7,3.653205e-7,0.00000130842,0.000001149774,0.9988888,0.00003359107,0.0009929672,0.00005446101,7.059078e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1061994,0.0002154543,0.8848943,0.0004845785,0.00003806187,0.00003956404,0.0003878976,0.0008345987,0.006906192],"genre_scores_gemma":[0.914043,0.0001884935,0.08260804,0.00006888374,0.00001769067,0.00006058741,0.0003282859,0.00007650877,0.002608577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02184654,"threshold_uncertainty_score":0.04343873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036641593","doi":"10.5539/cis.v2n1p84","title":"Research and Application of the 3D Virtual Community Based on WEBVR and RIA","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction","authors":[{"name":"Mengxin Zhang","is_ca":false},{"name":"Zhihan Lv","is_ca":false},{"name":"Xiaolei Zhang","is_ca":false},{"name":"Chen Ge","is_ca":false},{"name":"Ke Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675739207187698,"gpt":0.2750693732222675,"spread":0.2383119811503906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007331376,0.0004304291,0.0005825712,0.003582699,0.001787547,0.007297394,0.002823662,0.001703617,0.02132489],"category_scores_gemma":[0.01497056,0.0004958329,0.0009673259,0.003559259,0.001649685,0.01028038,0.003587944,0.0009090196,0.003107262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581479,"about_ca_system_score_gemma":0.001632337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006240011,"about_ca_topic_score_gemma":0.003892299,"domain_scores_codex":[0.9952669,0.003005375,0.0001326284,0.0004437799,0.0009575701,0.0001937309],"domain_scores_gemma":[0.9914957,0.003814868,0.000247783,0.002424142,0.001355048,0.0006625454],"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":[0.0005908242,0.0007218131,0.009478785,0.0005947743,0.0001130277,0.0006214555,0.006587756,0.01677026,0.00773913,0.3885942,0.01740122,0.5507869],"study_design_scores_gemma":[0.0003369929,0.0005844831,0.01488744,0.0006439507,0.0001827306,0.001640175,0.009586819,0.3656192,0.01456709,0.1837556,0.407943,0.0002526164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1801512,0.001650737,0.5322204,0.00312898,0.0004489862,0.0008879954,0.000846953,0.008680031,0.2719847],"genre_scores_gemma":[0.683863,0.001165037,0.2764239,0.000271885,0.0001479089,0.0005467213,0.001578021,0.001262787,0.03474075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02132489,"threshold_uncertainty_score":0.07133889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016606626","doi":"10.1016/j.cageo.2011.04.013","title":"Building a geodatabase for mapping hydrogeological features and 3D modeling of groundwater systems: Application to the Saguenay–Lac-St.-Jean region, Canada","year":2011,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Ministère de l'Écologie, du Développement Durable et de l'Énergie","keywords":"Spatial database; Hydrogeology; Database; Geographic information system; Relational database management system; Groundwater; Computer science; Spatial analysis; Data mining; Relational database; Geology; Remote sensing","authors":[{"name":"Romain Chesnaux","is_ca":true},{"name":"Mélanie Lambert","is_ca":true},{"name":"Julien Walter","is_ca":true},{"name":"Ugo Fillastre","is_ca":true},{"name":"Murray B. Hay","is_ca":true},{"name":"Alain Rouleau","is_ca":true},{"name":"Réal Daigneault","is_ca":true},{"name":"Annie Moisan","is_ca":true},{"name":"Denis Germaneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03586247767109054,"gpt":0.2069905021834265,"spread":0.171128024512336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339872,0.0008388403,0.001007494,0.005780348,0.002698564,0.003770546,0.003146284,0.0009005166,0.007777812],"category_scores_gemma":[0.004059116,0.0008488973,0.001077669,0.00758596,0.0008339063,0.002751563,0.003066974,0.001086322,0.003652278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006064143,"about_ca_system_score_gemma":0.01529898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8329282,"about_ca_topic_score_gemma":0.8275622,"domain_scores_codex":[0.9993405,0.00003634479,0.0000707674,0.0001388231,0.0003535469,0.00006001474],"domain_scores_gemma":[0.9975388,0.0002122181,0.00009938097,0.0004763863,0.001426915,0.0002463614],"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":[0.0003450366,0.000601852,0.04361307,0.00104906,0.0002694438,0.001016124,0.003266715,0.09600062,0.01439438,0.01941501,0.2866451,0.5333836],"study_design_scores_gemma":[0.0003691642,0.00008893693,0.04695983,0.0005482188,0.0002525278,0.0003651848,0.003614607,0.4072979,0.02663482,0.01261589,0.5009019,0.000350957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09322579,0.001020311,0.4875371,0.002041975,0.000297034,0.002539506,0.2864163,0.1059875,0.02093449],"genre_scores_gemma":[0.1445422,0.001268858,0.5518413,0.0002647767,0.00004180128,0.001270696,0.2853328,0.004647554,0.01079002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1670718,"threshold_uncertainty_score":0.3361113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024306970","doi":"10.1007/s10707-004-5620-8","title":"Interpretive Tools for 3-D Structural Geological Modelling Part II: Surface Design from Sparse Spatial Data","year":2005,"lang":"en","type":"article","venue":"GeoInformatica","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Interpolation (computer graphics); Software; Field (mathematics); Spatial analysis; Computer science; Geological survey; Data mining; Geology; Geography; Cartography; Remote sensing; Computer graphics (images); Mathematics; Geophysics","authors":[{"name":"Kevin Sprague","is_ca":false},{"name":"E A de Kemp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1066405609778615,"gpt":0.2525347226472436,"spread":0.1458941616693821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001529314,0.001173394,0.001070583,0.002042819,0.0004815194,0.002533688,0.001442127,0.001056213,0.004471389],"category_scores_gemma":[0.009793971,0.001253841,0.001442367,0.001697989,0.001208916,0.002655468,0.00176927,0.001515858,0.001286704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818881,"about_ca_system_score_gemma":0.0008271458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062114,"about_ca_topic_score_gemma":0.002988049,"domain_scores_codex":[0.9989074,0.0003434766,0.000126837,0.0001522563,0.0004237365,0.00004626366],"domain_scores_gemma":[0.9975486,0.001541446,0.0001635688,0.000368427,0.0003407946,0.00003716846],"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":[0.0001026171,0.00008821439,0.001291258,0.0005154808,0.00009725698,0.0002546179,0.0006983889,0.3325696,0.01420653,0.08367711,0.007218546,0.5592803],"study_design_scores_gemma":[0.00002159364,0.00002144312,0.0002836668,0.00004531407,0.00002822855,0.00006528573,0.00008411909,0.9223711,0.0060972,0.06338751,0.007577411,0.00001713539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008081398,0.00003934324,0.998447,0.00003045204,0.000004298213,0.00001360569,0.00007521765,0.0004191225,0.0001628247],"genre_scores_gemma":[0.05269843,0.0003075949,0.9445781,0.00004307913,0.00003001357,0.000258445,0.00083558,0.0004129267,0.000835731],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004471389,"threshold_uncertainty_score":0.01495832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1558221219","doi":"10.4095/212804","title":"The need for basin analysis in regional hydrogeological studies: Oak Ridges Moraine, southern Ontario","year":2002,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Hydrogeology; Geology; Aquifer; Structural basin; Groundwater flow; Moraine; Sedimentary basin; Sedimentary rock; Groundwater; Geomorphology; Hydrology (agriculture); Earth science; Geochemistry","authors":[{"name":"D R Sharpe","is_ca":true},{"name":"M J Hinton","is_ca":true},{"name":"H A J Russell","is_ca":true},{"name":"A. J. Desbarats","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.122201299386792,"gpt":0.2841855026186503,"spread":0.1619842032318582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515652,0.000159886,0.0001755556,0.0006659933,0.001778696,0.001401793,0.0005559927,0.0002134445,0.001174525],"category_scores_gemma":[0.0009001533,0.0001509679,0.0002256092,0.001469836,0.0006446652,0.0003992459,0.0004838901,0.0002102577,0.00008869077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02311462,"about_ca_system_score_gemma":0.02435318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923565,"about_ca_topic_score_gemma":0.9977766,"domain_scores_codex":[0.9998399,0.00002193045,0.000007869621,0.00002936973,0.00006001284,0.0000408911],"domain_scores_gemma":[0.9997061,0.00005820132,0.00003627746,0.00001943476,0.0001409061,0.00003917922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059589,0.00007658379,0.6633651,0.0004963967,0.0001593811,0.001140485,0.009004537,0.1374523,0.006920544,0.03058337,0.01491292,0.1357825],"study_design_scores_gemma":[0.00002475057,0.00003851686,0.8348343,0.0001752537,0.00008250199,0.0001759386,0.01347033,0.08514988,0.001175918,0.004920585,0.05988312,0.00006887865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516219,0.001375825,0.007714347,0.00204252,0.0000242171,0.0001910832,0.003798475,0.0001820649,0.03304963],"genre_scores_gemma":[0.9819801,0.0009404707,0.00829405,0.00007472148,0.000006476069,0.00006861355,0.0008798974,0.00003923455,0.007716479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311462,"threshold_uncertainty_score":0.1677091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896596019","doi":"10.18653/v1/w15-40","title":"Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality","year":2015,"lang":"en","type":"paratext","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Principle of compositionality; Computer science; Vector space; Space (punctuation); Programming language; Artificial intelligence; Mathematics; Pure mathematics","authors":[{"name":"Kazuma Hashimoto","is_ca":true},{"name":"Yoshimasa Tsuruoka","is_ca":true},{"name":"Samuel Bowman","is_ca":false},{"name":"Christopher Potts","is_ca":false},{"name":"Christopher D. Manning","is_ca":false},{"name":"Jackie Chi","is_ca":true},{"name":"Kit Cheung","is_ca":true},{"name":"Kristina Toutanova","is_ca":true},{"name":"Danqi Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04181981968275814,"gpt":0.2340561156631897,"spread":0.1922362959804316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006607573,0.002149102,0.002196927,0.001458133,0.0007889899,0.005722848,0.002681037,0.002270964,0.01374532],"category_scores_gemma":[0.01606336,0.001446771,0.003003231,0.001690747,0.001771727,0.007237867,0.003662332,0.0052882,0.00395025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867244,"about_ca_system_score_gemma":0.001708926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009373115,"about_ca_topic_score_gemma":0.007956103,"domain_scores_codex":[0.9977067,0.0009630469,0.0002081039,0.0005830422,0.0004038773,0.0001351334],"domain_scores_gemma":[0.9942332,0.003268123,0.0001771716,0.001200681,0.0008786607,0.0002422279],"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":[0.000521055,0.000333878,0.002230568,0.000675959,0.0006019034,0.0003953675,0.0009218669,0.1092097,0.002760868,0.2296271,0.08672923,0.5659925],"study_design_scores_gemma":[0.00005895585,0.0001012097,0.0008453234,0.0002041459,0.00008966053,0.0001509782,0.0001282545,0.6256564,0.001435813,0.3008558,0.07041095,0.00006240224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007606973,0.009306794,0.9699744,0.0037559,0.001582784,0.00007898584,0.0007465215,0.001105621,0.00584208],"genre_scores_gemma":[0.1955555,0.01352413,0.7434986,0.00178922,0.003258999,0.0005884317,0.008319938,0.001720453,0.03174468],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01374532,"threshold_uncertainty_score":0.04598266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058713652","doi":"10.1016/j.cageo.2005.07.008","title":"Spatial targeting using queries in a 3-D GIS environment with application to mineral exploration","year":2005,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mira Geoscience (Canada); Barrie Urology Group; Natural Resources Canada","funders":"","keywords":"Computer science; Spatial query; Query expansion; Query optimization; Sargable; RDF query language; Query language; Intersection (aeronautics); Data mining; Grid; Web query classification; Set (abstract data type); Geographic information system; Web search query; Information retrieval; Geology; Search engine; Geography; Remote sensing; Cartography","authors":[{"name":"Kevin Sprague","is_ca":true},{"name":"E A de Kemp","is_ca":true},{"name":"Winston Wong","is_ca":true},{"name":"John McGaughey","is_ca":true},{"name":"Gervais Perron","is_ca":true},{"name":"T. Barrie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01763343602015528,"gpt":0.2040822065944533,"spread":0.1864487705742981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138627,0.0007680711,0.0009008744,0.001125764,0.0009536835,0.001849738,0.001641906,0.001276328,0.003003123],"category_scores_gemma":[0.00539695,0.00046146,0.0005104396,0.002434546,0.0006981582,0.002965825,0.002136504,0.0005769468,0.000827583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006777553,"about_ca_system_score_gemma":0.001050778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02016782,"about_ca_topic_score_gemma":0.01453686,"domain_scores_codex":[0.9991232,0.0002377113,0.00008213907,0.0001525323,0.00033946,0.00006493461],"domain_scores_gemma":[0.9970811,0.001850458,0.0001434163,0.0003496995,0.0003959668,0.0001792765],"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":[0.001793584,0.0007155142,0.01330394,0.0005879998,0.0001082802,0.001428077,0.003246415,0.2417507,0.04196006,0.06244413,0.03100007,0.6016613],"study_design_scores_gemma":[0.00007282415,0.0000835203,0.000780614,0.00001279536,0.000033812,0.0002214285,0.0003868105,0.9678276,0.0117192,0.009976511,0.008854171,0.00003065727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06567686,0.0002249274,0.9150802,0.000416835,0.00003242302,0.0001512778,0.0007170428,0.01477841,0.002922006],"genre_scores_gemma":[0.3742821,0.0002907955,0.6203911,0.000162522,0.00003223215,0.0002396077,0.001172079,0.0007074626,0.002722158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02016782,"threshold_uncertainty_score":0.04010087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152116760","doi":"10.2113/gsemg.15.1-2.27","title":"3-D Integrated Geological Modeling in the Abitibi Subprovince (Quebec, Canada): Techniques and Applications","year":2006,"lang":"en","type":"article","venue":"Exploration and Mining Geology","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministère des Ressources naturelles et des Forêts (Québec); SNC-Lavalin (Canada); Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Citation; Icon; Library science; Geology; Download; World Wide Web; Computer science","authors":[{"name":"Francine Fallara","is_ca":true},{"name":"Marc Legault","is_ca":true},{"name":"Olivier Rabeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02579275044708795,"gpt":0.2084366970493541,"spread":0.1826439466022662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092829,0.000767927,0.0004005538,0.0009047208,0.001239302,0.00169669,0.001483627,0.0006897972,0.004905662],"category_scores_gemma":[0.000825355,0.0004620188,0.0005634024,0.002010111,0.0006003435,0.0005000336,0.0007237673,0.0005546247,0.0008505191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01147276,"about_ca_system_score_gemma":0.01017987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9623876,"about_ca_topic_score_gemma":0.9514238,"domain_scores_codex":[0.999844,0.00002164678,0.000007170166,0.00003258165,0.00006909875,0.00002546789],"domain_scores_gemma":[0.9997165,0.00004220766,0.00001832635,0.00002543125,0.0001692225,0.00002832816],"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":[0.0000489449,0.00004323106,0.007330405,0.00005410797,0.00004405925,0.0001264061,0.0001739794,0.9314581,0.001537465,0.00858909,0.006339431,0.04425483],"study_design_scores_gemma":[0.0000069371,0.0000026428,0.001150396,0.000007358683,0.000004794066,0.000008190429,0.00002939661,0.9923799,0.0002857499,0.0006115545,0.005501744,0.00001133296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1450193,0.0008151149,0.7906811,0.001122645,0.0000736166,0.0003282713,0.01171861,0.01026888,0.03997247],"genre_scores_gemma":[0.6514844,0.0007713776,0.321974,0.0001207569,0.00001799028,0.0003566566,0.006034172,0.0007337303,0.01850696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03761244,"threshold_uncertainty_score":0.08324111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773248876","doi":"10.2113/gseegeosci.22.2.171","title":"Geomodels in Engineering Geology—An Introduction","year":2016,"lang":"en","type":"article","venue":"Environmental and Engineering Geoscience","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Icon; Geologist; Engineering geology; Library science; Engineering; Geology; Computer science; History; Archaeology; Paleontology; Tectonics","authors":[{"name":"Richard Jackson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004639470779406757,"gpt":0.1407949093484625,"spread":0.1361554385690557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545829,0.001878805,0.001095638,0.003650797,0.000750384,0.003436518,0.001978211,0.002920307,0.02663291],"category_scores_gemma":[0.003917509,0.001093045,0.00124853,0.004133197,0.002195174,0.005986524,0.002974943,0.006073557,0.01633311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839901,"about_ca_system_score_gemma":0.001624764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003939911,"about_ca_topic_score_gemma":0.004634872,"domain_scores_codex":[0.9990828,0.0002534393,0.00007471231,0.0001497544,0.000379407,0.00005991081],"domain_scores_gemma":[0.9980276,0.001081772,0.0001202108,0.0001655129,0.0004130319,0.0001918501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003166196,0.0001654775,0.0008546191,0.001351484,0.00005744351,0.0002652018,0.0005114931,0.006556099,0.0004848653,0.1773616,0.5674603,0.2448997],"study_design_scores_gemma":[0.000005410764,0.00002336219,0.0004029726,0.0008548789,0.000005777806,0.0001913896,0.0001150675,0.001021789,0.00007329262,0.06075469,0.9365317,0.00001963185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001767662,0.5816894,0.1357944,0.05195764,0.03074589,0.0003030198,0.003276315,0.002301726,0.192164],"genre_scores_gemma":[0.02087242,0.7415358,0.06881908,0.01164266,0.03259132,0.0005681457,0.004040586,0.001839628,0.1180903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02663291,"threshold_uncertainty_score":0.08909595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7010739364","doi":"","title":"Inuit Qaujimajatuqangit: Social History, Politics and the Practice of Resistance","year":2010,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Government (linguistics); Politics; Resistance (ecology); Traditional knowledge; Sociology of scientific knowledge","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00587064576538216,"gpt":0.1506803563453245,"spread":0.1448097105799423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00290613,0.0003464116,0.000333307,0.001096548,0.03898665,0.009385631,0.00164474,0.003309601,0.003302554],"category_scores_gemma":[0.003331724,0.0003461478,0.0002276217,0.001507372,0.04972343,0.004597426,0.005914901,0.003736078,0.000185307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02451346,"about_ca_system_score_gemma":0.01445582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.37889,"about_ca_topic_score_gemma":0.4619973,"domain_scores_codex":[0.9964046,0.001958025,0.0000580803,0.0003182692,0.0002706213,0.0009904231],"domain_scores_gemma":[0.9981926,0.0009056558,0.0002476055,0.00008924694,0.0001721701,0.000392663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001201091,0.00001890605,0.002329205,0.00004825928,0.000004471449,0.0007785386,0.791375,0.00004543235,0.0002457901,0.1938193,0.002486753,0.008836422],"study_design_scores_gemma":[0.000007183482,0.00004055524,0.01082878,0.0003919769,0.00001452639,0.0005177409,0.7940665,0.0003251216,0.0002482853,0.03276134,0.1607489,0.00004911735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6607767,0.01596562,0.001503807,0.06864997,0.0004015759,0.00005626833,0.00003019174,0.00004481783,0.252571],"genre_scores_gemma":[0.9928823,0.0009010547,0.0001727324,0.001046725,0.00002544059,0.00001776584,0.000003733774,0.000009619081,0.004940656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.62111,"threshold_uncertainty_score":0.7533692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1527396632","doi":"10.1023/a:1022822227691","title":"Interpretive Tools for 3-D Structural Geological Modeling Part I: Bézier-Based Curves, Ribbons and Grip Frames","year":2003,"lang":"en","type":"article","venue":"GeoInformatica","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; Geological Survey of Canada","funders":"","keywords":"Computer science; Graphics; Visualization; Software; Field (mathematics); Computer graphics; Geologic map; TRACE (psycholinguistics); Computer graphics (images); Data mining; Geography; Cartography; Programming language; Mathematics","authors":[{"name":"E A de Kemp","is_ca":true},{"name":"Kevin Sprague","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03159206824583388,"gpt":0.2334874635596746,"spread":0.2018953953138407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009335824,0.00125611,0.001146209,0.002669243,0.000544901,0.002595539,0.001529237,0.001176008,0.005645345],"category_scores_gemma":[0.003903594,0.001084806,0.001413065,0.00277324,0.002035617,0.004518808,0.001375673,0.001711161,0.001516126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006772685,"about_ca_system_score_gemma":0.0004843599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241506,"about_ca_topic_score_gemma":0.001953164,"domain_scores_codex":[0.9992324,0.0001502962,0.00008941185,0.0001545137,0.0003287508,0.0000445574],"domain_scores_gemma":[0.9991979,0.0003467164,0.0001031054,0.0001804697,0.0001411324,0.00003064359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009098379,0.00005310146,0.0005540565,0.0004352843,0.0000440821,0.0002065621,0.000771519,0.1125873,0.01546128,0.4366025,0.005397636,0.4277956],"study_design_scores_gemma":[0.00002833937,0.00004599723,0.0004566616,0.0001556182,0.00004469831,0.0002307971,0.0001803578,0.6857648,0.01067859,0.2618708,0.04048688,0.00005653851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00114628,0.0001520037,0.9974572,0.00002877677,0.0000111265,0.00001021675,0.00004970389,0.00054233,0.0006023814],"genre_scores_gemma":[0.08454983,0.001268143,0.910085,0.00005090314,0.0000606327,0.0001302057,0.0004718702,0.000733964,0.002649479],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005645345,"threshold_uncertainty_score":0.01888555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236508979","doi":"10.1007/978-3-319-12127-7","title":"Encyclopedia of Engineering Geology","year":2016,"lang":"en","type":"book","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Encyclopedia; Engineering geology; Geology; Library science; Computer science; Paleontology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01381150922107269,"gpt":0.2117883714981451,"spread":0.1979768622770724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000605776,0.001673697,0.001435458,0.005464429,0.000809322,0.005184231,0.001256433,0.0008108891,0.1825886],"category_scores_gemma":[0.001717295,0.0003523064,0.0004347354,0.007265955,0.0009335859,0.00336223,0.002394856,0.002168964,0.1368541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482898,"about_ca_system_score_gemma":0.004280151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539915,"about_ca_topic_score_gemma":0.005585911,"domain_scores_codex":[0.9990368,0.00008239171,0.00008144394,0.0001266475,0.0006010522,0.00007166459],"domain_scores_gemma":[0.9990286,0.0001313284,0.00005280268,0.0001304212,0.0005153301,0.0001416273],"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":[0.00001000554,0.0000313499,0.0001226653,0.0005283738,0.000007225794,0.00005388651,0.00007334662,0.000369994,0.0005173261,0.02849259,0.6680185,0.3017746],"study_design_scores_gemma":[9.98358e-7,0.000004159849,0.000148472,0.0001015474,0.000001466662,0.00005942441,0.00001869015,0.00006077726,0.00006033782,0.003629856,0.9959115,0.00000275848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005673,0.0436657,0.01039185,0.00292848,0.01210091,0.0001760204,0.003293965,0.001175208,0.9257005],"genre_scores_gemma":[0.002576582,0.04172784,0.005628441,0.0008799422,0.002282803,0.0001429238,0.003355078,0.0005254195,0.942881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1825886,"threshold_uncertainty_score":0.6108197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089475404","doi":"10.1016/j.jsg.2013.01.012","title":"3D form line construction by structural field interpolation (SFI) of geologic strike and dip observations","year":2013,"lang":"en","type":"article","venue":"Journal of Structural Geology","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"Natural Resources Canada","keywords":"Geology; Interpolation (computer graphics); Geometry; Vector field; Weighting; Mathematics; Computer science; Computer graphics (images); Physics","authors":[{"name":"M. J. Hillier","is_ca":true},{"name":"E A de Kemp","is_ca":true},{"name":"Ernst Schetselaar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01710426867026843,"gpt":0.219281734366487,"spread":0.2021774656962185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006308219,0.001089499,0.000631331,0.002870685,0.0006018632,0.001188587,0.0009546962,0.0006726473,0.008204919],"category_scores_gemma":[0.001840162,0.0007558719,0.001146742,0.002214788,0.000436098,0.0008396259,0.001206776,0.0009779838,0.00390204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656081,"about_ca_system_score_gemma":0.001617056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007709008,"about_ca_topic_score_gemma":0.01092773,"domain_scores_codex":[0.9994686,0.0000528842,0.00003020173,0.0001581025,0.000230447,0.00005988138],"domain_scores_gemma":[0.9993249,0.00008078743,0.00005675472,0.0001719215,0.000334213,0.00003155124],"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":[0.0002818503,0.0001793216,0.007150934,0.0001835498,0.00005017125,0.0001435005,0.0003346858,0.06288298,0.03153227,0.005622368,0.01177266,0.8798657],"study_design_scores_gemma":[0.00003635382,0.0001111535,0.004635727,0.00002700054,0.00003595658,0.0002092066,0.0001334089,0.9435646,0.03053939,0.004501861,0.01614462,0.0000606903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01804973,0.00003991829,0.9726794,0.00006310167,0.0000547768,0.0001119786,0.000940596,0.006402363,0.001658094],"genre_scores_gemma":[0.1581237,0.0001018395,0.83603,0.00003111444,0.00001932633,0.0001337673,0.002960273,0.000712215,0.00188769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008204919,"threshold_uncertainty_score":0.02744818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908953828","doi":"10.1144/sp487.7","title":"Fold–thrust structures – where have all the buckles gone?","year":2019,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Thrust; Structural engineering; Geometry; Engineering; Mechanical engineering; Mathematics","authors":[{"name":"Robert W. Butler","is_ca":false},{"name":"Clare E. Bond","is_ca":false},{"name":"Mark A. Cooper","is_ca":false},{"name":"Hannah Watkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0231954870770393,"gpt":0.2312300844052303,"spread":0.208034597328191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004006349,0.0002095911,0.0002423987,0.0005700163,0.0008807795,0.002070005,0.0004791476,0.0005373486,0.004718651],"category_scores_gemma":[0.001268499,0.0001242158,0.0001048357,0.0005903477,0.002627135,0.002620738,0.0008344543,0.0004677675,0.0004106328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990995,"about_ca_system_score_gemma":0.0005743656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01557973,"about_ca_topic_score_gemma":0.02181025,"domain_scores_codex":[0.9998116,0.00003244721,0.000007251801,0.0000481652,0.00004735375,0.00005324517],"domain_scores_gemma":[0.9996021,0.00006321883,0.000106519,0.00006057102,0.0001166208,0.0000509295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003680434,0.00009488737,0.4460935,0.0007069631,0.0001746628,0.002617361,0.01391022,0.02755324,0.03923938,0.1449072,0.005818199,0.3185164],"study_design_scores_gemma":[0.00001653829,0.0002082718,0.7145485,0.0006888111,0.0000710674,0.001580715,0.02564134,0.02133737,0.008526892,0.1654207,0.06185136,0.0001085004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515085,0.006311527,0.004051179,0.002740172,0.00005237447,0.00001391679,0.000110356,0.00007412672,0.03513779],"genre_scores_gemma":[0.9970846,0.00063549,0.0003618755,0.0001033661,0.00001164678,0.000001460278,0.00003141915,0.000009892895,0.00176022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01557973,"threshold_uncertainty_score":0.03097808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005806619","doi":"10.12789/geocanj.2014.41.058","title":"Logan Medallist 1. Seeking the Suture: The Coast-Cascade Conundrum","year":2014,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Terrane; Geology; Subduction; Cretaceous; Fibrous joint; Paleomagnetism; Paleontology; North American Plate; Tectonics; Oceanography","authors":[{"name":"Jim W.H. Monger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01040420153295031,"gpt":0.1769913874892276,"spread":0.1665871859562773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004857628,0.0003542212,0.0001940514,0.00125141,0.004491752,0.003313227,0.0008654547,0.003357679,0.1613456],"category_scores_gemma":[0.001336248,0.0002158049,0.0001293439,0.0007725809,0.001721942,0.002411917,0.002506612,0.002652922,0.02261016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532482,"about_ca_system_score_gemma":0.003423929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04529168,"about_ca_topic_score_gemma":0.2501598,"domain_scores_codex":[0.9997037,0.0000373087,0.00001132924,0.00008752269,0.0001048514,0.00005522646],"domain_scores_gemma":[0.99941,0.00007043753,0.00004581286,0.00002183464,0.0001630452,0.0002886865],"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":[0.00007289164,0.00003974264,0.006326694,0.0001175794,0.000004205262,0.001334385,0.001313298,0.0001003059,0.0006728545,0.05248679,0.6931069,0.2444243],"study_design_scores_gemma":[0.000005569936,0.000009980618,0.00295525,0.0001651367,0.000002150558,0.0004229709,0.0009560706,0.00006354709,0.0001121081,0.003071289,0.9922279,0.000007972433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01587879,0.02379169,0.001064756,0.2565587,0.01437786,0.00005784908,0.0006099487,0.0004437327,0.6872167],"genre_scores_gemma":[0.07047528,0.01050518,0.00178991,0.02705945,0.004289561,0.00004107418,0.000360864,0.0002310318,0.8852476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9547083,"threshold_uncertainty_score":0.5397549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119073920","doi":"10.1139/cgj-2020-0327","title":"Smart determination of borehole number and locations for stability analysis of multi-layered slopes using multiple point statistics and information entropy","year":2021,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Borehole; Geology; Interpolation (computer graphics); Stratigraphy; Stability (learning theory); Geotechnical engineering; Computer science; Image (mathematics); Artificial intelligence; Seismology; Machine learning","authors":[{"name":"Chao Shi","is_ca":false},{"name":"Yu Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.029107054282889,"gpt":0.2465371166855865,"spread":0.2174300624026975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006174604,0.0005771368,0.000665253,0.001090456,0.0002897639,0.0005856371,0.0007695576,0.0004480388,0.0007572204],"category_scores_gemma":[0.002730411,0.0004185411,0.000547317,0.0006247254,0.0005878939,0.001271437,0.0007792821,0.0005914053,0.0001523575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915551,"about_ca_system_score_gemma":0.0009028882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609918,"about_ca_topic_score_gemma":0.005613844,"domain_scores_codex":[0.9996824,0.00006328332,0.00002828778,0.00007945875,0.0001106047,0.00003606975],"domain_scores_gemma":[0.9988922,0.0005758204,0.0001860786,0.00009355592,0.0001932563,0.00005902795],"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":[0.0001904398,0.00007388903,0.0120988,0.000194049,0.00005118359,0.0002679347,0.0002287907,0.787803,0.02574859,0.00713495,0.0008646996,0.1653438],"study_design_scores_gemma":[0.00000485408,0.00002257257,0.00181818,0.000008758592,0.000007570762,0.0000449719,0.00002099713,0.9922001,0.003473184,0.002183512,0.000203692,0.00001156343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04128158,0.00009647782,0.957769,0.00005198992,0.000006711401,0.00002209464,0.00007521974,0.0002953995,0.0004015106],"genre_scores_gemma":[0.7887617,0.0001617449,0.210276,0.00003448037,0.00001765922,0.00007322817,0.0002600828,0.00005582915,0.0003593111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003609918,"threshold_uncertainty_score":0.00717783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515368120","doi":"","title":"Crustal motion and deformation monitoring of the canadian landmass","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Geodesy; Seismology; Motion (physics); Deformation monitoring; Deformation (meteorology); Geography; Remote sensing; Computer science; Computer vision","authors":[{"name":"J. A. Henton","is_ca":false},{"name":"M. Craymer","is_ca":false},{"name":"R. Ferland","is_ca":false},{"name":"H. Dragert","is_ca":false},{"name":"S. Mazzotti","is_ca":false},{"name":"Donald L. Forbes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01089437921200832,"gpt":0.1783472713994814,"spread":0.1674528921874731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003735238,0.0004289759,0.0002281457,0.003292368,0.00177729,0.001060773,0.0008395503,0.0002183701,0.00293163],"category_scores_gemma":[0.00123035,0.0001759471,0.0002622621,0.00565626,0.000495245,0.0004903182,0.0006496654,0.0003102784,0.0003900699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01855286,"about_ca_system_score_gemma":0.01983963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954934,"about_ca_topic_score_gemma":0.998262,"domain_scores_codex":[0.9995788,0.00001661134,0.00001192875,0.00007697157,0.0002403301,0.00007541459],"domain_scores_gemma":[0.9994003,0.0000152678,0.00004223702,0.00002011524,0.0004737252,0.00004831529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119659,0.00006953102,0.6570165,0.0003385972,0.0002223427,0.000263249,0.001958573,0.03030879,0.01576359,0.009070397,0.02413049,0.260646],"study_design_scores_gemma":[0.00001299373,0.00001529099,0.9531152,0.00005783141,0.00003442995,0.0000478804,0.0007200891,0.01942739,0.002027137,0.0004401279,0.02406085,0.00004068691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064774,0.003303735,0.004898524,0.001250968,0.0000487315,0.0001288429,0.02171437,0.0003552274,0.06182218],"genre_scores_gemma":[0.9860187,0.000885974,0.003962546,0.0000482948,0.000006321501,0.00001572281,0.003575686,0.00002921104,0.005457476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01855286,"threshold_uncertainty_score":0.134611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030249237","doi":"10.1007/s00126-020-00979-5","title":"New insights from 2- and 3-D numerical modelling on fluid flow mechanisms and geological factors responsible for the formation of the world-class Cigar Lake uranium deposit, eastern Athabasca Basin, Canada","year":2020,"lang":"en","type":"article","venue":"Mineralium Deposita","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; iNano Medical (Canada); University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Uranium ore; Structural basin; Geochemistry; Mineral resource classification; Uranium; Mining engineering; World class; Fluid dynamics; Geomorphology","authors":[{"name":"Khalifa Eldursi","is_ca":true},{"name":"Guoxiang Chi","is_ca":true},{"name":"Kathryn M. Bethune","is_ca":true},{"name":"Zenghua Li","is_ca":true},{"name":"Patrick Ledru","is_ca":true},{"name":"David Quirt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02255675350729415,"gpt":0.185131251149148,"spread":0.1625744976418539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742477,0.0004020904,0.0002391304,0.0005230069,0.0006934309,0.001368188,0.0007275445,0.0007742402,0.001814742],"category_scores_gemma":[0.0009613388,0.0003679214,0.0004119829,0.0005569997,0.001054708,0.0006172691,0.0004605218,0.0003810323,0.0001366385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003465827,"about_ca_system_score_gemma":0.003848868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6661161,"about_ca_topic_score_gemma":0.5620883,"domain_scores_codex":[0.9999298,0.00001340275,0.000006243293,0.00001351395,0.00001777387,0.00001937775],"domain_scores_gemma":[0.9998179,0.00008554391,0.00002351883,0.00001167219,0.00004522202,0.00001630625],"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":[0.00003292496,0.00003878786,0.01701727,0.0000317574,0.00002100738,0.0001101397,0.0001500775,0.9691103,0.004225019,0.004391663,0.000307851,0.004563157],"study_design_scores_gemma":[0.000007243564,0.00000325302,0.007336866,0.000004619367,0.000006022383,0.000009068049,0.00008396125,0.9913531,0.0003104394,0.0005456387,0.0003271055,0.00001276238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608209,0.0003437222,0.02529365,0.0007660203,0.0000398277,0.00003807024,0.0007687332,0.0002880095,0.01164106],"genre_scores_gemma":[0.9962484,0.0001585349,0.002290042,0.00002238176,0.000008162619,0.0000115019,0.0001010442,0.00002855197,0.001131327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338839,"threshold_uncertainty_score":0.6717004,"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":"W2129733268","doi":"10.1144/1467-7873/09-iags-014","title":"3D GIS as a support for mineral discovery","year":2011,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","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":"Mira Geoscience (Canada); Ministère des Ressources naturelles et des Forêts (Québec); Geological Survey of Canada","funders":"","keywords":"Data science; Mineral; Geography; Computer science; Biology; Ecology","authors":[{"name":"E A de Kemp","is_ca":true},{"name":"Thomas Monecke","is_ca":false},{"name":"Morteza Sheshpari","is_ca":true},{"name":"Emma I. Girard","is_ca":true},{"name":"K Lauzière","is_ca":true},{"name":"Eric Grunsky","is_ca":true},{"name":"E M Schetselaar","is_ca":true},{"name":"J Goutier","is_ca":true},{"name":"Gervais Perron","is_ca":true},{"name":"Gilles Bellefleur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03177909394460719,"gpt":0.2035439134254789,"spread":0.1717648194808717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260512,0.0006767107,0.0006153701,0.003959112,0.0004960423,0.002671189,0.001310452,0.0009183147,0.008477292],"category_scores_gemma":[0.003591283,0.000516774,0.0007760429,0.003215204,0.000939255,0.001678232,0.00242814,0.000600125,0.003062499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005501704,"about_ca_system_score_gemma":0.0006379092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003308411,"about_ca_topic_score_gemma":0.003064953,"domain_scores_codex":[0.9990746,0.0002500287,0.00006532024,0.000086234,0.0004935804,0.00003034593],"domain_scores_gemma":[0.9972139,0.001459818,0.0001284604,0.0005633775,0.0005040091,0.0001303856],"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":[0.0004157546,0.0001617712,0.008802411,0.0008176672,0.000193837,0.002681656,0.002674161,0.1371848,0.02934828,0.1175475,0.07228784,0.6278843],"study_design_scores_gemma":[0.00009247036,0.00008551189,0.003061499,0.0002463319,0.0000629257,0.001136886,0.0008389446,0.5881481,0.01438693,0.09153868,0.3002709,0.000130867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02189838,0.0005057032,0.918108,0.001915792,0.0001691828,0.0002068716,0.005112248,0.03245302,0.0196308],"genre_scores_gemma":[0.1833914,0.0007643215,0.8067223,0.0002775832,0.00007122898,0.000311357,0.003848062,0.000914146,0.00369957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008477292,"threshold_uncertainty_score":0.02835941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048951010","doi":"10.1016/j.cageo.2007.06.002","title":"Reasoning about geological space: Coupling 3D GeoModels and topological queries as an aid to spatial data selection","year":2007,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; Geological Survey of Canada; Université Laval","funders":"","keywords":"Computer science; Context (archaeology); Adjacency list; Intersection (aeronautics); Topology (electrical circuits); Data mining; Geology; Algorithm; Paleontology; Geography; Mathematics","authors":[{"name":"J. Pouliot","is_ca":true},{"name":"Karine Bédard","is_ca":true},{"name":"Donna Kirkwood","is_ca":true},{"name":"Bernard Lachance","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03267212640399489,"gpt":0.273319660637599,"spread":0.2406475342336041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006482773,0.001451394,0.002418885,0.003746544,0.001436632,0.007610212,0.004591845,0.003453033,0.004705046],"category_scores_gemma":[0.03190651,0.001692274,0.002924976,0.004485213,0.002619411,0.015734,0.007597093,0.002857156,0.001029522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502557,"about_ca_system_score_gemma":0.002364089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787979,"about_ca_topic_score_gemma":0.02203653,"domain_scores_codex":[0.9955316,0.001452073,0.0006222893,0.0006900334,0.00148482,0.0002192164],"domain_scores_gemma":[0.9771535,0.01810584,0.0008161615,0.002330179,0.0009446977,0.0006495874],"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":[0.001346742,0.0008602596,0.01550517,0.001090345,0.0005492825,0.001524526,0.004716797,0.4861075,0.01202883,0.1193936,0.02614651,0.3307304],"study_design_scores_gemma":[0.00007111143,0.0000370721,0.0005431205,0.00003813689,0.0001061219,0.0001072056,0.0004051336,0.9160317,0.003148171,0.07625569,0.003221344,0.00003515225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06930526,0.0003992932,0.9174152,0.001550087,0.00006541162,0.000142893,0.001516403,0.00775043,0.001854998],"genre_scores_gemma":[0.3699648,0.000467672,0.6233047,0.0005265185,0.00006323623,0.0001594992,0.003946553,0.0006954854,0.0008714703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01787979,"threshold_uncertainty_score":0.03555143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054800273","doi":"10.1080/jom.2007.9710842","title":"A 3-dimensional geological model of the Oak Ridges Moraine area, Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Maps","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Geological Survey of Canada","funders":"Baosteel-Australia Joint Research and Development Centre; Ministry of Education, India; Ministry of Earth Sciences","keywords":"Geology; Moraine; Bedrock; Quaternary; Geomorphology; Glacial period; Drumlin; Geologic map; Paleontology","authors":[{"name":"D R Sharpe","is_ca":true},{"name":"H A J Russell","is_ca":true},{"name":"C Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02280250844901315,"gpt":0.1887414253871873,"spread":0.1659389169381741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007871423,0.0004154282,0.0001781097,0.001138857,0.001064856,0.001639101,0.0008289539,0.0003467673,0.01692211],"category_scores_gemma":[0.0003688303,0.0002255139,0.0003848082,0.002698778,0.0003974138,0.0002755661,0.0003813179,0.0002460362,0.002158293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01372905,"about_ca_system_score_gemma":0.01891846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872795,"about_ca_topic_score_gemma":0.992784,"domain_scores_codex":[0.9999217,0.00000526761,0.000004109048,0.0000145501,0.00003348733,0.00002100547],"domain_scores_gemma":[0.999845,0.00001184553,0.000007634991,0.000005730228,0.0001122129,0.00001759363],"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":[0.0002393288,0.0001172656,0.08003589,0.0005974568,0.0000976826,0.0008223351,0.002692992,0.6006573,0.003581137,0.03606061,0.1319763,0.1431217],"study_design_scores_gemma":[0.0001379353,0.00005402218,0.0789322,0.0003008395,0.00009198363,0.0002648718,0.003221382,0.5104758,0.0008232933,0.003893121,0.4016828,0.0001217114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3081439,0.002027382,0.06125794,0.001893621,0.0002339935,0.001110463,0.2753531,0.003175752,0.3468037],"genre_scores_gemma":[0.797475,0.002592454,0.05353848,0.0001176107,0.0000170373,0.0005802664,0.05711204,0.0002132632,0.08835391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01692211,"threshold_uncertainty_score":0.0996117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915481635","doi":"10.1016/j.cageo.2019.02.006","title":"Boundary modeling with moving least squares","year":2019,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Boundary (topology); Discretization; Computer science; Kriging; Least-squares function approximation; Drill; Function (biology); Field (mathematics); Mathematical optimization; Algorithm; Geology; Mathematics; Statistics; Machine learning; Mathematical analysis; Mechanical engineering","authors":[{"name":"John G. Manchuk","is_ca":true},{"name":"Clayton V. Deutsch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01425912687341379,"gpt":0.1922589816394436,"spread":0.1779998547660298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138601,0.001089366,0.001610702,0.001040058,0.0009626205,0.001714302,0.002689651,0.002605171,0.007590412],"category_scores_gemma":[0.005447427,0.001671048,0.001701977,0.001097032,0.0007250762,0.001951961,0.002103906,0.002471118,0.003830698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006829469,"about_ca_system_score_gemma":0.001553114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497871,"about_ca_topic_score_gemma":0.01117078,"domain_scores_codex":[0.9991542,0.0002803354,0.00005313364,0.0002313927,0.0002256727,0.00005523665],"domain_scores_gemma":[0.9983595,0.0008758357,0.0001199457,0.0002447862,0.0003371536,0.00006267421],"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":[0.0001374234,0.00006942167,0.000433814,0.0001127047,0.0001102041,0.00006683714,0.0001042449,0.7808967,0.005278464,0.01531003,0.00526177,0.1922185],"study_design_scores_gemma":[0.000004622435,0.000004996042,0.00002155938,0.000004039742,0.000004004216,0.00000728293,0.00000400788,0.9950958,0.0009826769,0.002892774,0.0009726948,0.000005535898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006874604,0.00004115353,0.9980918,0.00002720332,0.00002297536,0.00001149054,0.00002593606,0.0007852893,0.0003067988],"genre_scores_gemma":[0.0678044,0.0001027318,0.9265602,0.0001005008,0.00004184897,0.0001599032,0.0003850887,0.0008361597,0.004009153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01497871,"threshold_uncertainty_score":0.02978307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078155598","doi":"10.1007/s11004-014-9538-x","title":"Inversion and Geodiversity: Searching Model Space for the Answers","year":2014,"lang":"en","type":"article","venue":"Mathematical Geosciences","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Geodiversity; Inversion (geology); A priori and a posteriori; Geology; Hydrogeology; Suite; Geophysics; Workflow; Principal component analysis; Underdetermined system; Environmental geology; Data mining; Computer science; Algorithm; Seismology; Geography; Artificial intelligence","authors":[{"name":"Mark Lindsay","is_ca":false},{"name":"Stéphane Perrouty","is_ca":true},{"name":"Mark Jessell","is_ca":false},{"name":"Laurent Aillères","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03463499317341077,"gpt":0.2272043493168791,"spread":0.1925693561434683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002991607,0.0009836958,0.001550554,0.001792229,0.0008295908,0.00319621,0.001594364,0.001745921,0.005171719],"category_scores_gemma":[0.02098429,0.0007806044,0.001292282,0.001159816,0.003925418,0.006888147,0.003634674,0.002969536,0.0007424898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008941525,"about_ca_system_score_gemma":0.002222531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005487255,"about_ca_topic_score_gemma":0.002970342,"domain_scores_codex":[0.9987661,0.0006585851,0.00005424601,0.0002560528,0.0001983415,0.00006667722],"domain_scores_gemma":[0.9941952,0.004515693,0.0003000992,0.0005712005,0.0003056675,0.0001122032],"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":[0.0001859521,0.00007688079,0.001575353,0.0004113267,0.0001235929,0.00007680729,0.0003926594,0.176938,0.0008268571,0.6839845,0.006878566,0.1285294],"study_design_scores_gemma":[0.0000220535,0.00002007606,0.0001161663,0.00003864701,0.00001165404,0.00002510304,0.0000911918,0.2639636,0.000328797,0.7321602,0.00320373,0.00001882007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00820866,0.001150951,0.984138,0.003108856,0.00007167194,0.00001674784,0.0001696306,0.0002649684,0.002870488],"genre_scores_gemma":[0.4687709,0.003060249,0.5207626,0.0008700321,0.0008023804,0.0001738475,0.000829165,0.0003860081,0.004344684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005487255,"threshold_uncertainty_score":0.01730114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212069947","doi":"10.3390/min11111281","title":"Informed Local Smoothing in 3D Implicit Geological Modeling","year":2021,"lang":"en","type":"article","venue":"Minerals","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":31,"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":"H2020 European Institute of Innovation and Technology","keywords":"Smoothing; Kriging; Interpolation (computer graphics); Computer science; Robustness (evolution); Algorithm; Data mining; Representation (politics); Range (aeronautics); Field (mathematics); Noise (video); Artificial intelligence; Machine learning; Mathematics; Computer vision","authors":[{"name":"Jan von Harten","is_ca":false},{"name":"Miguel de la Varga","is_ca":false},{"name":"M. J. Hillier","is_ca":true},{"name":"Florian Wellmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0336430462853167,"gpt":0.2451239431937505,"spread":0.2114808969084338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444732,0.000543793,0.0008162833,0.001083589,0.0003910416,0.001089777,0.001527401,0.001232558,0.001054279],"category_scores_gemma":[0.005472414,0.0006181423,0.0009795906,0.001364869,0.0009446416,0.001164404,0.0013957,0.0009726339,0.0003213578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847594,"about_ca_system_score_gemma":0.001011345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027563,"about_ca_topic_score_gemma":0.009475996,"domain_scores_codex":[0.9995047,0.0001654111,0.00002985604,0.00007802738,0.0001868886,0.00003503007],"domain_scores_gemma":[0.9982616,0.001146799,0.0001509999,0.0002296918,0.0001679277,0.00004299373],"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":[0.00001865385,0.000008421818,0.0003759182,0.00003268634,0.0000141672,0.00002646109,0.00004998704,0.9773625,0.001001171,0.006762067,0.0002031467,0.01414481],"study_design_scores_gemma":[0.000001762837,0.000002748592,0.00005449716,0.000002983967,0.000001961462,0.000005571293,0.000003380239,0.9964328,0.000303565,0.00270006,0.0004862827,0.000004427189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00970669,0.000127412,0.9890104,0.00006206256,0.00001195983,0.00001527904,0.00008604338,0.0004359221,0.0005442307],"genre_scores_gemma":[0.4668351,0.0005336863,0.5281616,0.00008323788,0.00004308443,0.0002185549,0.0005685532,0.0005484894,0.003007711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01027563,"threshold_uncertainty_score":0.02043164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981814573","doi":"10.4095/219815","title":"Geometric Processing of IKONOS Geo Images with DEM","year":2001,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer vision; Computer graphics (images); Artificial intelligence; Computer science; Remote sensing; Geography; Geology; Cartography","authors":[{"name":"Th Toutin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03990313852965072,"gpt":0.2466531129423594,"spread":0.2067499744127087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005615448,0.0006751189,0.0003429846,0.002063744,0.0002976626,0.0005416426,0.0004619602,0.0001557717,0.00473674],"category_scores_gemma":[0.001652802,0.0002605953,0.0003633647,0.002295186,0.0003030416,0.0004928781,0.000562434,0.0002379872,0.002301267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677527,"about_ca_system_score_gemma":0.0005786617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599327,"about_ca_topic_score_gemma":0.02049658,"domain_scores_codex":[0.9995196,0.00006088708,0.0000420206,0.00009490427,0.0002354797,0.00004712183],"domain_scores_gemma":[0.9992237,0.00006250841,0.00006198145,0.0002018768,0.0004296855,0.00002027805],"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":[0.0009695881,0.0004577516,0.06491637,0.0004934276,0.0001052483,0.0004621962,0.001036497,0.1609034,0.08222714,0.002862773,0.01399602,0.6715696],"study_design_scores_gemma":[0.000199643,0.0006763695,0.5866694,0.00005963856,0.0001761666,0.0005938198,0.002429485,0.2491343,0.1021982,0.002957169,0.05474729,0.0001585289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7994581,0.0001519136,0.1389745,0.0001789553,0.0001071771,0.001360846,0.02918289,0.006179919,0.02440565],"genre_scores_gemma":[0.6985731,0.0001690222,0.2527659,0.00004555974,0.00003264729,0.0006404456,0.04031807,0.0007454551,0.006709735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01599327,"threshold_uncertainty_score":0.03180033,"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":"W2296393131","doi":"10.1145/1772690.1772933","title":"Enabling WebGL","year":2010,"lang":"en","type":"article","venue":"","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":"Seneca Polytechnic","funders":"","keywords":"JavaScript; Computer science; World Wide Web; HTML5; Client-side scripting; Web page; OpenGL; Web browser; Web content; Multimedia; Web application; Graphics; Web API; Web development; Computer graphics (images); Visualization; The Internet","authors":[{"name":"Catherine Leung","is_ca":true},{"name":"Andor Salga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01665610937746966,"gpt":0.2014598920390157,"spread":0.1848037826615461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001911115,0.001529848,0.0007618186,0.001831456,0.0008903506,0.004294333,0.003187457,0.00243869,0.04391703],"category_scores_gemma":[0.006454105,0.001277485,0.001347655,0.001032436,0.0008113651,0.005856378,0.007788208,0.003805521,0.02252006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008068744,"about_ca_system_score_gemma":0.001522863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003678918,"about_ca_topic_score_gemma":0.003602162,"domain_scores_codex":[0.9965491,0.0002803553,0.0001864357,0.0003193409,0.002085441,0.0005792979],"domain_scores_gemma":[0.9968219,0.0006842511,0.00008942885,0.0009476188,0.00117349,0.0002833253],"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":[0.0007223801,0.0003793056,0.003200704,0.0008083733,0.000112569,0.001631199,0.001715401,0.005670399,0.06718349,0.0761711,0.2687241,0.5736809],"study_design_scores_gemma":[0.0001249737,0.00007971573,0.0009107579,0.000178425,0.00004439773,0.0009030777,0.0001345422,0.03460842,0.03961094,0.03017795,0.8930926,0.0001341228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.006436256,0.0008369795,0.6676084,0.0009585577,0.0005778924,0.0002742474,0.0009524687,0.2254794,0.09687589],"genre_scores_gemma":[0.2456937,0.003720787,0.5127923,0.00527207,0.00094371,0.001101363,0.01172745,0.0968996,0.121849],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04391703,"threshold_uncertainty_score":0.1469171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045962146","doi":"10.1190/geo2019-0614.1","title":"Geophysical inversion for 3D contact surface geometry","year":2020,"lang":"en","type":"article","venue":"Geophysics","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":"Mount Allison University; Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Geology; Synthetic data; Inverse problem; Algorithm; Geophysics; Earth structure; Environmental geology; Computer science; Inverse method; Polygon mesh; Geometry; Mathematics; Tectonics; Applied mathematics; Seismology; Computer graphics (images)","authors":[{"name":"Christopher Galley","is_ca":true},{"name":"Peter G. Lelièvre","is_ca":true},{"name":"Colin G. Farquharson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02706209333468759,"gpt":0.2094776018569622,"spread":0.1824155085222746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004279809,0.0004481866,0.0003250981,0.0009783589,0.0003238447,0.0009636084,0.0007394369,0.0009310676,0.002094165],"category_scores_gemma":[0.002482324,0.0002861292,0.0005852844,0.0007187233,0.0006920281,0.0005465208,0.0009331231,0.0007243514,0.0003823484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006806374,"about_ca_system_score_gemma":0.0009608645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008757981,"about_ca_topic_score_gemma":0.006189657,"domain_scores_codex":[0.9997961,0.00004448634,0.000009703129,0.00003244277,0.00009514089,0.00002222677],"domain_scores_gemma":[0.9992725,0.0003759796,0.00005333057,0.0001015241,0.0001658185,0.00003081216],"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":[0.00002470295,0.00003029748,0.002514907,0.00004436015,0.00001279703,0.000142344,0.00009512224,0.9516908,0.00574602,0.01174629,0.0007531526,0.02719913],"study_design_scores_gemma":[0.00000305267,0.000003198775,0.0002035506,0.000002586529,8.829973e-7,0.0000156808,0.00001385285,0.9968195,0.000628884,0.001823348,0.0004820379,0.000003421011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1304034,0.00008018289,0.8580322,0.0004704384,0.00004221004,0.00004979287,0.0003779622,0.002190503,0.008353302],"genre_scores_gemma":[0.8394927,0.00006904239,0.1583914,0.00006104451,0.00002437998,0.00003628417,0.0004361332,0.0002354231,0.001253541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008757981,"threshold_uncertainty_score":0.01741397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313547616","doi":"10.1016/j.jsg.2022.104781","title":"West Spitsbergen fold and thrust belt: A digital educational data package for teaching structural geology","year":2023,"lang":"en","type":"article","venue":"Journal of Structural Geology","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Geology; Foreland basin; Structural geology; Fold (higher-order function); Historical geology; Geologic map; Geospatial analysis; Archipelago; Structural basin; Earth science; Paleontology; Seismology; Remote sensing; Oceanography","authors":[{"name":"Rafael Horota","is_ca":false},{"name":"Kim Senger","is_ca":false},{"name":"Nil Rodés","is_ca":false},{"name":"Peter Betlem","is_ca":false},{"name":"Aleksandra Smyrak‐Sikora","is_ca":false},{"name":"Marius O. Jonassen","is_ca":false},{"name":"Daniel Kramer","is_ca":true},{"name":"Alvar Braathen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03201743846496107,"gpt":0.2815042303407133,"spread":0.2494867918757522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009847897,0.000496275,0.0003524588,0.004341155,0.0004118267,0.001200881,0.0009854335,0.0004159557,0.03141488],"category_scores_gemma":[0.004013386,0.0003629899,0.000341466,0.005016985,0.0003258901,0.001635847,0.00166181,0.0006593328,0.01090615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085716,"about_ca_system_score_gemma":0.001717733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081803,"about_ca_topic_score_gemma":0.03075366,"domain_scores_codex":[0.9996307,0.00005467341,0.00006927164,0.00007594228,0.0001342601,0.0000351539],"domain_scores_gemma":[0.9980773,0.0007629718,0.000169343,0.0004232178,0.0003984241,0.0001687121],"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":[0.0003987739,0.0004841482,0.02494067,0.00104291,0.00006919554,0.0004010741,0.002699731,0.01176661,0.008549106,0.0247129,0.3909893,0.5339456],"study_design_scores_gemma":[0.000103338,0.00005724005,0.03830309,0.000177595,0.00004018148,0.0001951307,0.0005999169,0.007890265,0.007904164,0.006692787,0.937974,0.00006234585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0474327,0.0002705387,0.1317763,0.0009281473,0.0001534609,0.0006497413,0.7158613,0.04563791,0.05728995],"genre_scores_gemma":[0.1220303,0.0006153514,0.1743341,0.0001748192,0.0000698524,0.001194261,0.6679593,0.009452287,0.02416965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03141488,"threshold_uncertainty_score":0.1050932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618856547","doi":"10.1016/j.oregeorev.2017.05.020","title":"Simplifying drill-hole domains for 3D geochemical modelling: An example from the Kevitsa Ni-Cu-(PGE) deposit","year":2017,"lang":"en","type":"article","venue":"Ore Geology Reviews","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"First Quantum Minerals; Commonwealth Scientific and Industrial Research Organisation","keywords":"Geology; Geologic map; Drill; Drill hole; Geochemistry; Proterozoic; Mineralogy; Petrology; Mining engineering; Geomorphology; Seismology; Tectonics","authors":[{"name":"Margaux Le Vaillant","is_ca":false},{"name":"E. J. Hill","is_ca":false},{"name":"Stephen J. Barnes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1216143204495984,"gpt":0.2866767353916312,"spread":0.1650624149420328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004084264,0.0006331279,0.0007520671,0.0003985328,0.0007121079,0.001720672,0.001562034,0.001596516,0.004858565],"category_scores_gemma":[0.002025893,0.0005858255,0.0008738918,0.0008451524,0.0007674741,0.0008371641,0.001316176,0.0009492206,0.0006421907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005774119,"about_ca_system_score_gemma":0.001176001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419839,"about_ca_topic_score_gemma":0.03652569,"domain_scores_codex":[0.9998106,0.0000441173,0.00002045651,0.00003827579,0.00006279075,0.00002364841],"domain_scores_gemma":[0.9989775,0.0006399754,0.00004189768,0.0001908797,0.0001145858,0.00003514005],"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":[0.00007718964,0.0000422309,0.002212185,0.00008668615,0.00002011042,0.0003124339,0.0002213948,0.9777893,0.002106062,0.004880169,0.0009559465,0.01129638],"study_design_scores_gemma":[0.00002077544,0.00001475155,0.0004293359,0.00001175517,0.000009173781,0.00007584794,0.000107252,0.9909453,0.001604208,0.003789576,0.002977141,0.00001476885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4268073,0.0003816165,0.5377955,0.0008699583,0.0001059917,0.0001955228,0.004695103,0.005252413,0.02389654],"genre_scores_gemma":[0.8313631,0.0002489252,0.1633295,0.00006814959,0.000008962901,0.00009856132,0.001425921,0.0005153152,0.00294167],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02419839,"threshold_uncertainty_score":0.04811507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1935497314","doi":"10.1111/1365-2478.12252","title":"Building a 3D model of lithological contacts and near‐mine structures in the Kevitsa mining and exploration site, Northern Finland: constraints from 2D and 3D reflection seismic data","year":2015,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"First Quantum Minerals (Canada)","funders":"","keywords":"Geology; Layering; Borehole; Intrusion; Seismology; Mining engineering; Mineralization (soil science); Reflection (computer programming); Prospectivity mapping; Lithology; Petrology; Geochemistry; Structural basin; Paleontology","authors":[{"name":"Emilia Koivisto","is_ca":false},{"name":"Alireza Malehmir","is_ca":false},{"name":"Niina Marjut Hellqvist","is_ca":false},{"name":"Teemu Voipio","is_ca":true},{"name":"Chris Wijns","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08599865862335564,"gpt":0.2757878121019003,"spread":0.1897891534785447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004133961,0.001222664,0.001013361,0.001795406,0.0007302535,0.003438089,0.001660673,0.002861433,0.00490792],"category_scores_gemma":[0.001336638,0.001493219,0.002611366,0.001779923,0.001187411,0.0008505313,0.001999536,0.0008424789,0.001910497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318369,"about_ca_system_score_gemma":0.002526732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04672058,"about_ca_topic_score_gemma":0.0541888,"domain_scores_codex":[0.9995494,0.00006328811,0.00004308789,0.00011959,0.0001621469,0.00006238065],"domain_scores_gemma":[0.999539,0.000203023,0.00005732057,0.00006470443,0.00008023382,0.00005573387],"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":[0.0000890039,0.0001160994,0.009851905,0.0001802739,0.00009494388,0.0006497196,0.0004129643,0.964648,0.006052464,0.0007232996,0.0007153898,0.01646598],"study_design_scores_gemma":[0.0000325915,0.0000307246,0.003810977,0.00003316683,0.0000345174,0.0001158274,0.0002240375,0.992783,0.0009434072,0.0004317898,0.00150434,0.00005559497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7023429,0.0005675373,0.2619774,0.0005856215,0.00009744983,0.0005677332,0.01821956,0.004542078,0.01109978],"genre_scores_gemma":[0.8981953,0.0004630025,0.08953792,0.00007689546,0.0000196838,0.0004850883,0.008559211,0.0004181003,0.002244663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04672058,"threshold_uncertainty_score":0.09289724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144689701","doi":"10.1190/1.2405334","title":"3D seismic versus multibeam sonar seafloor surface renderings for geohazard assessment: Case examples from the central Scotian Slope","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Department of Energy; MEG-3 (Canada); Nova Scotia Hospital; Natural Resources Canada","funders":"","keywords":"Geohazard; Bathymetry; Seafloor spreading; Geology; Sonar; Seismology; Seabed; Remote sensing; Oceanography; Landslide","authors":[{"name":"D. Mosher","is_ca":true},{"name":"Stephan Bigg","is_ca":true},{"name":"A. Lapierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04437385929187522,"gpt":0.2560498694710681,"spread":0.2116760101791929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008248059,0.0003556515,0.0002080003,0.0009658512,0.0003263838,0.0007298656,0.0004124598,0.0004206277,0.001682206],"category_scores_gemma":[0.00318401,0.0001794804,0.0001924832,0.001127672,0.0005212083,0.0002657789,0.0006435445,0.0001763783,0.0002010663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134046,"about_ca_system_score_gemma":0.0005261676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1110403,"about_ca_topic_score_gemma":0.2727996,"domain_scores_codex":[0.9996301,0.0001103582,0.00002263519,0.00002114001,0.0001638614,0.0000518989],"domain_scores_gemma":[0.9980166,0.001265176,0.00009914942,0.0001673618,0.0003604292,0.00009128526],"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":[0.002211789,0.0003901531,0.3055698,0.0007011816,0.0001042018,0.01749435,0.007953089,0.290575,0.05290221,0.008360643,0.005777766,0.3079599],"study_design_scores_gemma":[0.0001519098,0.0009722695,0.3903484,0.0003479797,0.0001765961,0.007352059,0.008804035,0.5249593,0.04634356,0.002742583,0.0176317,0.0001696183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783026,0.000295663,0.01221818,0.0001884277,0.00001468457,0.00009103158,0.0003148844,0.0001145229,0.008460052],"genre_scores_gemma":[0.9892336,0.0001796584,0.009309664,0.00001218282,0.000003758122,0.00001176327,0.00008307839,0.00001936139,0.001146789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889596,"threshold_uncertainty_score":0.220788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981475255","doi":"10.1144/1470-9236/07-016","title":"Terrain evaluation for Allied military operations in Europe and the Far East during World War II: ‘secret’ British reports and specialist maps generated by the Geological Section, Inter-Service Topographical Department","year":2008,"lang":"en","type":"article","venue":"Quarterly Journal of Engineering Geology and Hydrogeology","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Section (typography); Terrain; Service (business); Cartography; Geography; History; Geology; Archaeology; Seismology; Economy; Advertising; Business","authors":[{"name":"Edward Rose","is_ca":false},{"name":"J.C. Clatworthy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01036224397737584,"gpt":0.1950178776813261,"spread":0.1846556337039503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158514,0.000383325,0.0001348848,0.004689357,0.001059567,0.001697217,0.0006241882,0.0003792775,0.004095067],"category_scores_gemma":[0.004736839,0.0003367548,0.0001462115,0.00602355,0.0006382695,0.0008985333,0.001290446,0.0005380425,0.001006117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211495,"about_ca_system_score_gemma":0.002558972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2318292,"about_ca_topic_score_gemma":0.3745504,"domain_scores_codex":[0.9988698,0.0001832929,0.0001536279,0.00007381882,0.0005167095,0.0002026958],"domain_scores_gemma":[0.9967664,0.0004966158,0.0006572506,0.0001870643,0.001523028,0.0003695524],"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":[0.0005466964,0.0001952718,0.3680644,0.0009552721,0.00005978182,0.002839642,0.03452799,0.002766967,0.003009909,0.001867134,0.1542443,0.4309227],"study_design_scores_gemma":[0.00001406995,0.0001410799,0.7245854,0.0002735124,0.00001411572,0.0004737483,0.03087284,0.0003140768,0.00112793,0.0002501225,0.2418883,0.00004479192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.844879,0.01521991,0.002444569,0.008631685,0.0007251862,0.0003369267,0.01482191,0.0003789347,0.1125618],"genre_scores_gemma":[0.8970903,0.01566038,0.004333104,0.0006520512,0.0003210361,0.0001350864,0.01305298,0.0002336842,0.06852137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2318292,"threshold_uncertainty_score":0.4609596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948759431","doi":"10.5382/sp.21.04","title":"Assessing and Mitigating Uncertainty in Three-Dimensional Geologic Models in Contrasting Geologic Scenarios","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Geological Modeling and Analysis","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":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Earth science; Mining engineering; Environmental resource management; Environmental science","authors":[{"name":"Mark Jessell","is_ca":false},{"name":"Evren Pakyuz-Charrier","is_ca":false},{"name":"Mark Lindsay","is_ca":false},{"name":"Jérémie Giraud","is_ca":false},{"name":"E A de Kemp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05149568394069236,"gpt":0.2389786654159399,"spread":0.1874829814752476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002806408,0.0006714544,0.0005610483,0.001045716,0.0005783819,0.002051509,0.0009132,0.001428587,0.0007125526],"category_scores_gemma":[0.008506922,0.0003758701,0.00101594,0.0006574744,0.001100899,0.001182688,0.001542295,0.0009980001,0.00009893125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376437,"about_ca_system_score_gemma":0.001278213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145852,"about_ca_topic_score_gemma":0.009602116,"domain_scores_codex":[0.9990059,0.0005350524,0.00005734099,0.0001097673,0.0001884864,0.0001034992],"domain_scores_gemma":[0.9940907,0.00444531,0.0004911341,0.0003691661,0.0004052636,0.0001984337],"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":[0.00001652338,0.00001272391,0.001455641,0.000007110157,0.000009775077,0.00001694013,0.00002077,0.9958892,0.0002654894,0.001115263,0.00003058334,0.001159945],"study_design_scores_gemma":[0.000003485256,0.00001424909,0.0003953836,0.000005761113,0.00000589747,0.000004944778,0.00002697761,0.9976699,0.0005154012,0.00123816,0.0001130438,0.000006871039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8169553,0.0001390778,0.1762388,0.0006914533,0.00002659032,0.00009597401,0.0005973601,0.0005075253,0.004747987],"genre_scores_gemma":[0.9771728,0.00003939995,0.02235398,0.00003064137,0.000004538235,0.00003714649,0.0001697794,0.00002317633,0.0001685518],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0145852,"threshold_uncertainty_score":0.02900058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2276706585","doi":"10.1594/pangaea.779748","title":"Circumpolar digital elevation models > 55° N with links to geotiff images","year":2012,"lang":"en","type":"dataset","venue":"Figshare","topic":"Geological Modeling and Analysis","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":"","keywords":"Circumpolar star; Digital elevation model; Geography; Elevation (ballistics); Cartography; Remote sensing; Geology; Oceanography; Mathematics; Geometry","authors":[{"name":"Maurizio Santoro","is_ca":false},{"name":"Tazio Strozzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03732952839213473,"gpt":0.2157067477076975,"spread":0.1783772193155628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005199054,0.001071048,0.0007100935,0.002047802,0.0003242976,0.00141746,0.001457273,0.0005510902,0.1345846],"category_scores_gemma":[0.001142127,0.0005356212,0.0008078961,0.007912399,0.0001979757,0.001237912,0.001038266,0.001158178,0.155991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592324,"about_ca_system_score_gemma":0.0009563194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001924,"about_ca_topic_score_gemma":0.02781941,"domain_scores_codex":[0.9996634,0.00003798138,0.00003293623,0.00009839959,0.0001231571,0.00004422613],"domain_scores_gemma":[0.9994968,0.00005225869,0.00003776943,0.0001406701,0.0002325123,0.00004004903],"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":[0.00007256259,0.0000265146,0.001471335,0.0002569066,0.00003367848,0.00004904519,0.0001294768,0.00148817,0.0007608513,0.002250692,0.9747191,0.01874175],"study_design_scores_gemma":[0.00006411196,0.000007050679,0.006324273,0.00007293084,0.00001808466,0.00002410768,0.0001182841,0.001494763,0.0007490328,0.001298999,0.9898118,0.00001655318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007941176,0.00004019429,0.002829693,0.00007595559,0.00006139321,0.0000532038,0.9742473,0.003436233,0.01846191],"genre_scores_gemma":[0.003147556,0.0001009799,0.005627949,0.00004871394,0.00001775855,0.0002195803,0.9823967,0.001566497,0.00687426],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1345846,"threshold_uncertainty_score":0.4502302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069055338","doi":"10.1007/s00366-012-0297-3","title":"A reliable triangular mesh intersection algorithm and its application in geological modelling","year":2012,"lang":"en","type":"article","venue":"Engineering With Computers","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Intersection (aeronautics); Polygon mesh; Algorithm; Triangle mesh; Computer science; Point (geometry); Mathematics; Geometry; Engineering","authors":[{"name":"Ahmed H. Elsheikh","is_ca":false},{"name":"Mustafa Elsheikh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01013648656016378,"gpt":0.1722458205941211,"spread":0.1621093340339573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002299434,0.0006496648,0.001372307,0.002459911,0.001140269,0.001681871,0.002844612,0.002316019,0.005943678],"category_scores_gemma":[0.0209638,0.001112924,0.0009509946,0.004100887,0.001128239,0.002741002,0.002042875,0.001740563,0.001743814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005990472,"about_ca_system_score_gemma":0.001455156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00596573,"about_ca_topic_score_gemma":0.00465511,"domain_scores_codex":[0.9976357,0.0005665179,0.0001680377,0.0003193633,0.001225917,0.00008441618],"domain_scores_gemma":[0.9914784,0.003797379,0.0004137598,0.001344113,0.002823778,0.0001426261],"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":[0.0002552223,0.0001021501,0.001447624,0.0002036757,0.00006281162,0.0002285578,0.0002339578,0.3368489,0.009128185,0.05736744,0.006801671,0.5873199],"study_design_scores_gemma":[0.000008144602,0.00002324715,0.0001288735,0.000008710527,0.000008443177,0.00006737945,0.00001647089,0.9875487,0.002128748,0.007565071,0.002480882,0.00001543893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002385433,0.0001025774,0.996392,0.00004714897,0.00003112356,0.00002004112,0.00003068214,0.0003771696,0.0006138161],"genre_scores_gemma":[0.08158937,0.0002355904,0.9158199,0.00003213542,0.00004813551,0.0001108971,0.0002153142,0.0003937821,0.001554867],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00596573,"threshold_uncertainty_score":0.01988363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1676489552","doi":"10.1007/s10040-014-1156-7","title":"Three-dimensional hydrofacies assemblages in ice-contact/proximal sediments forming a heterogeneous ‘hybrid’ hydrostratigraphic unit in central Illinois, USA","year":2014,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Geology; Aquifer; Glacial period; Facies; Groundwater; Hydrogeology; Geomorphology; Structural basin; Geotechnical engineering","authors":[{"name":"Lisa Atkinson","is_ca":true},{"name":"Martin Ross","is_ca":true},{"name":"Andrew J. Stumpf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01912350841573719,"gpt":0.2212427781438911,"spread":0.2021192697281539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319101,0.0001480532,0.000145128,0.001883035,0.0008241432,0.0008749331,0.0003177917,0.0003978494,0.001794313],"category_scores_gemma":[0.0003992649,0.0002729477,0.0001767121,0.001286106,0.0007784402,0.0004001656,0.000837625,0.0001724442,0.000289639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008627623,"about_ca_system_score_gemma":0.0007664772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2686997,"about_ca_topic_score_gemma":0.5311376,"domain_scores_codex":[0.9998767,0.00001147635,0.000008897339,0.00004255847,0.00002674848,0.00003354614],"domain_scores_gemma":[0.9997197,0.00005235306,0.0000371832,0.00001432897,0.0001008335,0.00007558581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002310616,0.00005365751,0.9778271,0.00002804055,0.00005306981,0.0002372606,0.001901072,0.001755889,0.007420153,0.0001808409,0.0004608098,0.00985093],"study_design_scores_gemma":[0.000003145315,0.000005537056,0.9970474,0.000005990687,0.00000885987,0.00003039769,0.0009092787,0.001478153,0.0002325037,0.00001892824,0.0002551431,0.000004667941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991301,0.00001982246,0.00006373804,0.00001117909,7.704568e-7,0.000002202422,0.0001802202,0.00001066534,0.0005814973],"genre_scores_gemma":[0.9992855,0.00001136202,0.0001529622,0.000007851079,8.872997e-7,0.000003095123,0.0002882206,0.000003835488,0.0002463034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2686997,"threshold_uncertainty_score":0.5342715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}