{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":29,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":29,"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":"c4398e95cd07","filters":{"venue":"78th EAGE Conference and Exhibition 2016"}},"results":[{"id":"W2595684174","doi":"10.3997/2214-4609.201600764","title":"Geochemical Interpretation and Field Scale Optimization of Low Salinity Water flooding","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Enhanced oil recovery; Water flooding; Salinity; Petroleum engineering; Wetting; Ion exchange; Process (computing); Scale (ratio); Oil field; Process engineering; Computer science; Environmental science; Biochemical engineering; Geology; Engineering; Chemistry; Ion; Chemical engineering; Physics","authors":[{"name":"Ngoc Nguyen","is_ca":true},{"name":"Cuong T. Dang","is_ca":false},{"name":"Long X. Nghiem","is_ca":false},{"name":"Zhangxin Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00770528361477326,"gpt":0.2137447052413402,"spread":0.206039421626567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007898053,0.00008187311,0.0001113887,0.00004956682,0.00002000459,0.00001824729,0.00003214673,0.00009128591,0.0001765522],"category_scores_gemma":[0.00003396927,0.00005464888,0.00001737853,0.00002102665,0.00004311927,0.000289079,0.0000234425,0.00004907893,0.000005628331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000118283,"about_ca_system_score_gemma":0.000005311681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004996248,"about_ca_topic_score_gemma":0.000004402373,"domain_scores_codex":[0.9995492,0.00001390736,0.0001601076,0.0001171646,0.00005516616,0.0001044639],"domain_scores_gemma":[0.9997383,0.00006580464,0.00002311262,0.00008072166,0.00005495503,0.0000370433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003691026,0.00001329617,0.0004392956,0.000163175,0.00001109805,7.162243e-7,0.0004638323,0.0001806437,0.9466548,0.0001262815,0.0004076983,0.05150223],"study_design_scores_gemma":[0.0002036881,0.00004962342,0.0001029076,0.0005152922,0.000006579341,0.000002208375,0.0000225548,0.01249357,0.9852158,0.001249302,0.00003580841,0.000102637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.592519,0.00003350086,0.4057037,0.00007992375,0.00004663657,0.00005746036,0.000008977709,0.00009427829,0.001456548],"genre_scores_gemma":[0.9966294,0.0006838975,0.002538986,0.00003305127,0.00002325732,0.00001177131,0.00001212317,0.000008498881,0.00005901202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4041104,"threshold_uncertainty_score":0.2228517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596442355","doi":"10.3997/2214-4609.201601413","title":"Least-squares Migration via a Gradient Projection Method - Application to Seismic Data Deblending","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Projection (relational algebra); Algorithm; Least-squares function approximation; Artificial intelligence; Computer vision; Mathematics","authors":[{"name":"Jinkun Cheng","is_ca":true},{"name":"Nasser Kazemi","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03925997378787764,"gpt":0.2765013724183507,"spread":0.237241398630473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004666721,0.0001374604,0.0001307736,0.0001693047,0.0002037536,0.00007918766,0.0001906426,0.00006697176,0.0003289394],"category_scores_gemma":[0.00005020257,0.00009229698,0.00002247134,0.0001484048,0.00005005238,0.0007596436,0.00003446348,0.00006627499,0.0002999058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001201986,"about_ca_system_score_gemma":0.00004714413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004172225,"about_ca_topic_score_gemma":0.0003381351,"domain_scores_codex":[0.9988116,0.00009950741,0.0002099457,0.0004840019,0.0001723784,0.000222559],"domain_scores_gemma":[0.9992757,0.00008511775,0.0000958834,0.000345864,0.00007607932,0.0001213222],"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":[0.00003590206,0.00001126463,0.002974217,0.00001472645,0.000005541013,9.360552e-7,0.0001991056,0.000007659797,0.007551958,0.0001454177,0.01147317,0.9775801],"study_design_scores_gemma":[0.001006137,0.0006539309,0.02029061,0.0006659096,0.00007150174,0.0001021785,0.0007762665,0.6081908,0.04586336,0.0122996,0.3091748,0.0009048886],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04677339,0.00008025757,0.9456599,0.0052962,0.0001597703,0.0003743079,0.0001508425,0.0001841506,0.001321169],"genre_scores_gemma":[0.9913582,0.0002451116,0.006333961,0.001149054,0.0001091902,0.00001369133,0.0003067654,0.000004611757,0.0004793776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9766752,"threshold_uncertainty_score":0.6307183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2561903036","doi":"10.3997/2214-4609.201601652","title":"Seismic Data Analysis in Julia","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Programming language; Julia set; Set (abstract data type); Reading (process); High-level programming language; Programming paradigm; Linguistics","authors":[{"name":"K.A. Stanton","is_ca":true},{"name":"M.D. Sacchi","is_ca":true},{"name":"N. Kazemi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05029672896298568,"gpt":0.2709283140546037,"spread":0.220631585091618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003205478,0.000110181,0.0002043291,0.0002052827,0.00009113744,0.00005447871,0.0004730159,0.00006833705,0.0001141756],"category_scores_gemma":[0.00005963354,0.00007169096,0.00003011777,0.0003479169,0.0001224668,0.0007614861,0.0003788894,0.00006534618,0.0002041828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008840834,"about_ca_system_score_gemma":0.00005204615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009658661,"about_ca_topic_score_gemma":0.0001592209,"domain_scores_codex":[0.9988995,0.00007703825,0.0001875352,0.0005012168,0.0001007568,0.0002339514],"domain_scores_gemma":[0.9990136,0.0001225051,0.00005864584,0.0006973557,0.0000484144,0.00005946618],"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":[0.00006228888,0.0002039449,0.1617938,0.00003675871,0.0005534011,0.0001419344,0.002540002,0.00003023119,0.001671236,0.07469427,0.02774755,0.7305245],"study_design_scores_gemma":[0.002618316,0.0002157417,0.8449273,0.0003038436,0.0001945022,0.00003531545,0.0002527305,0.06063207,0.00113007,0.05039917,0.03834606,0.0009449045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.215485,0.0003711875,0.7707101,0.01052432,0.0001908687,0.00009572971,0.00004218522,0.00009112999,0.002489515],"genre_scores_gemma":[0.9966333,0.000581332,0.001001301,0.0006423815,0.00003310552,0.00000656442,0.00001402753,0.000002455783,0.001085531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7811483,"threshold_uncertainty_score":0.2923472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595960009","doi":"10.3997/2214-4609.201601197","title":"Least Squares Reverse Time Migration with Model Space Preconditioning and Exact Forward/Adjoint Pairs","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Space (punctuation); Applied mathematics; Mathematical optimization; Algorithm; Mathematics","authors":[{"name":"Linan Xu","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01397544545480812,"gpt":0.1950266103040172,"spread":0.1810511648492091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001880815,0.0001420326,0.0001428542,0.00009228963,0.000190849,0.00009445751,0.00005240496,0.00006429363,0.001445035],"category_scores_gemma":[0.00002625323,0.00008672843,0.00002372785,0.00004971431,0.0001808175,0.0007813901,0.000009963333,0.00006890086,0.0001501821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005835715,"about_ca_system_score_gemma":0.00005773264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00059492,"about_ca_topic_score_gemma":0.0001070415,"domain_scores_codex":[0.9991817,0.00004666328,0.0001422632,0.0002918059,0.0001393542,0.0001981582],"domain_scores_gemma":[0.9995344,0.00006147278,0.00009055555,0.0001254091,0.000070566,0.0001175504],"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":[0.0006168611,0.00008361267,0.0873391,0.0002000942,0.00008811139,0.00003170256,0.002960691,0.0003008956,0.01468984,0.001956674,0.2943631,0.5973693],"study_design_scores_gemma":[0.006983136,0.003619326,0.114918,0.006660942,0.000278859,0.0004380954,0.004376461,0.7054712,0.05625904,0.0396286,0.057911,0.003455349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126151,0.0002317228,0.06596712,0.007965725,0.00007709143,0.0003433446,0.0002593005,0.0002789609,0.01226162],"genre_scores_gemma":[0.9933523,0.0004681828,0.001627848,0.0006058422,0.00003726551,0.000003830022,0.00007778673,0.000004500682,0.003822455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7051703,"threshold_uncertainty_score":0.9994678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595682937","doi":"10.3997/2214-4609.201600578","title":"Correlating Frequent InSAR Deformations with Reservoir Pressure for Areal Conformance in Thermal EOR at Peace River","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interferometric synthetic aperture radar; Petroleum engineering; Containment (computer programming); Geology; Environmental science; Synthetic aperture radar; Remote sensing; Computer science","authors":[{"name":"C. Didraga","is_ca":false},{"name":"Jorge López","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01713312839610043,"gpt":0.2139334515408742,"spread":0.1968003231447738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001379732,0.0001542994,0.0001824065,0.0001238171,0.0001246053,0.00003981898,0.0000852226,0.00009477332,0.0001642142],"category_scores_gemma":[0.00002398595,0.0000959636,0.00003977454,0.0001119441,0.00009054191,0.0006730826,0.00002815719,0.00008989792,0.00004826896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004865097,"about_ca_system_score_gemma":0.00003656068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003505055,"about_ca_topic_score_gemma":0.0003973023,"domain_scores_codex":[0.9991485,0.00002638976,0.0002691365,0.0001694653,0.0001402732,0.0002462484],"domain_scores_gemma":[0.9995044,0.00006929193,0.0000678232,0.0001696234,0.00009814747,0.00009067006],"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":[0.00254373,0.0006471841,0.1126801,0.003393849,0.001830945,0.0001060573,0.07433451,0.3629161,0.2721207,0.02394124,0.03897544,0.1065102],"study_design_scores_gemma":[0.01303619,0.0006140357,0.02789265,0.002941941,0.000261556,0.00003503023,0.002505781,0.8557388,0.03287363,0.001359702,0.06073681,0.00200388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390918,0.0003693578,0.05337475,0.0006157883,0.00008148441,0.0004313535,0.0001199188,0.0001513909,0.005764147],"genre_scores_gemma":[0.9976666,0.0003823897,0.0002500178,0.00005618745,0.00004329289,0.0001122549,0.00005780811,0.00001673045,0.001414715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4928228,"threshold_uncertainty_score":0.3913282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596191886","doi":"10.3997/2214-4609.201600766","title":"Integrated Modeling for Assisted History Matching and Production Forecasting of Low Salinity Waterflooding","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Relative permeability; Petroleum engineering; Workflow; Reservoir simulation; Permeability (electromagnetism); Grid; Reservoir modeling; Reservoir engineering; Computer science; Process engineering; Geology; Engineering; Geotechnical engineering; Chemistry","authors":[{"name":"Cuong T. Dang","is_ca":false},{"name":"Long D. Nghiem","is_ca":false},{"name":"Ngoc Nguyen","is_ca":true},{"name":"Zhangxin Chen","is_ca":true},{"name":"Chaodong Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08774636071403838,"gpt":0.2601007434861397,"spread":0.1723543827721013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003820191,0.0001225328,0.0001799338,0.0001045701,0.00004879553,0.00001800058,0.00003587336,0.00007853514,0.00001844627],"category_scores_gemma":[0.0001616991,0.00008981934,0.00002927173,0.00003857982,0.00003240024,0.0002817101,0.00001382914,0.00006924951,7.788481e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005345861,"about_ca_system_score_gemma":0.00002079877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358357,"about_ca_topic_score_gemma":0.000003946409,"domain_scores_codex":[0.9993123,0.00003058275,0.0002638879,0.0001730557,0.00007007508,0.0001501065],"domain_scores_gemma":[0.9995559,0.0001110204,0.00004540232,0.0001016802,0.0001314386,0.00005455593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009994609,0.00002738853,0.0002316332,0.001361255,0.00006407184,0.000001521883,0.001860993,0.224214,0.6458967,0.0008986181,0.0002484489,0.1250954],"study_design_scores_gemma":[0.0006370702,0.00003684762,0.00009411338,0.001031453,0.00001696898,0.000006479899,0.0001256309,0.9759188,0.01973539,0.001954265,0.0002505533,0.0001924726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5384424,0.0001253958,0.4609711,0.00003319188,0.0001686796,0.00008904885,0.000007875444,0.00007689271,0.00008546768],"genre_scores_gemma":[0.985455,0.000183271,0.01405776,0.000004305989,0.00007270223,0.00002041788,0.00001196341,0.00001961389,0.000174899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7517048,"threshold_uncertainty_score":0.3662726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2467341995","doi":"10.3997/2214-4609.201601542","title":"Joint Full Waveform Inversion and Travel Time Tomography","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Initialization; Computer science; Inversion (geology); Algorithm; Tomography; Synthetic data; Regularization (linguistics); Waveform; Mathematical optimization; Mathematics; Artificial intelligence; Geology; Telecommunications; Physics","authors":[{"name":"Eran Treister","is_ca":true},{"name":"Eldad Haber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01152157659491647,"gpt":0.1780408930549748,"spread":0.1665193164600583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008394972,0.0001614964,0.0001721134,0.0001607261,0.00007111937,0.00003759645,0.00004761952,0.0001049496,0.0002913777],"category_scores_gemma":[0.000007216886,0.00009929086,0.00005631874,0.0001485046,0.0001121862,0.000254395,0.00002358938,0.00008198451,0.0001796284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001179668,"about_ca_system_score_gemma":0.00001011867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006305731,"about_ca_topic_score_gemma":0.000004493856,"domain_scores_codex":[0.999243,0.00001367612,0.0001692163,0.0002075604,0.0001076971,0.0002589105],"domain_scores_gemma":[0.9996407,0.00003032178,0.00002719953,0.0001090212,0.00004203837,0.0001507367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003923268,0.00003099365,0.000586773,0.00008749837,0.00003728486,0.000008504554,0.0001783661,2.7062e-7,0.7667594,0.001177273,0.006611649,0.2244827],"study_design_scores_gemma":[0.01175223,0.003786112,0.1298212,0.004052335,0.0003093002,0.0002522181,0.0005522123,0.02053758,0.7268238,0.0548572,0.04227637,0.004979452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833801,0.000692622,0.006378232,0.0007168413,0.0001047999,0.0001866255,0.00004100045,0.0002582822,0.008241544],"genre_scores_gemma":[0.9968947,0.002253187,0.0001309707,0.0001112178,0.00006735565,0.00001018833,0.00001082826,0.00001198768,0.0005095987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195033,"threshold_uncertainty_score":0.4048964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596937899","doi":"10.3997/2214-4609.201600782","title":"Accelerating Large-scale Reservoir Simulations Using Supercomputers","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Supercomputer; Computer science; Workstation; Computational science; Solver; Parallel computing; Reservoir simulation; Discretization; Scale (ratio); Nonlinear system; Reservoir computing; Petroleum engineering; Geology; Operating system; Mathematics","authors":[{"name":"H. Liu","is_ca":true},{"name":"Kai Wang","is_ca":true},{"name":"Jia Luo","is_ca":true},{"name":"Zhangxin Chen","is_ca":true},{"name":"Boming Yang","is_ca":true},{"name":"Ruisi He","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05544569194615866,"gpt":0.2892201157212071,"spread":0.2337744237750485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040571,0.0001671043,0.0001764429,0.0001237564,0.0001493672,0.00009725816,0.00009027204,0.0001065416,0.0002564891],"category_scores_gemma":[0.00004960311,0.0001280592,0.00004302343,0.0001227309,0.00003369223,0.0005442783,0.00004098219,0.000100219,0.00002465075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003949167,"about_ca_system_score_gemma":0.00001924039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006510303,"about_ca_topic_score_gemma":0.00001230995,"domain_scores_codex":[0.9990425,0.0000518078,0.0002595025,0.0002148397,0.0001332851,0.0002980625],"domain_scores_gemma":[0.9993646,0.0001774873,0.00002497998,0.0002199707,0.00008969379,0.0001232629],"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":[0.00001500285,0.00003271956,0.00402654,0.0001325487,0.00004689955,0.000007801844,0.001071948,0.7871673,0.1926453,0.00161815,0.00105289,0.01218298],"study_design_scores_gemma":[0.0007908433,0.00001959123,0.001476758,0.0002278734,0.000008621498,0.000004622232,0.00008557837,0.9895816,0.004309992,0.0006073316,0.002618532,0.0002686129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5483529,0.0000599999,0.4505742,0.0000825369,0.0001389263,0.00006806762,0.00003054127,0.0001865088,0.0005063041],"genre_scores_gemma":[0.9766368,0.00009952055,0.02278542,0.00003191763,0.0001615128,0.000005836397,0.00001397483,0.00002789211,0.000237069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428284,"threshold_uncertainty_score":0.5222103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595246481","doi":"10.3997/2214-4609.201601439","title":"Constraining Acoustic Impedance Inversion by Seismic-processing Velocities","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Seismic inversion; Inversion (geology); Electrical impedance; Geology; Acoustic impedance; Seismology; Stacking; Data processing; Seismic to simulation; Acoustics; Computer science; Azimuth; Geometry; Engineering; Mathematics; Database","authors":[{"name":"Y. Wang","is_ca":true},{"name":"Igor B. Morozov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01976260586453725,"gpt":0.2181089277301626,"spread":0.1983463218656254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002126825,0.000157978,0.0001598321,0.00008109356,0.0002692637,0.0001024581,0.0001145679,0.00008917942,0.001345422],"category_scores_gemma":[0.00004761224,0.0001058568,0.00003091279,0.00007402171,0.0003100341,0.0006468993,0.00001655691,0.00009786221,0.0001812081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007818122,"about_ca_system_score_gemma":0.00009501907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003834861,"about_ca_topic_score_gemma":0.000009910754,"domain_scores_codex":[0.9989855,0.00004900987,0.0001922963,0.000304557,0.000172168,0.0002965031],"domain_scores_gemma":[0.9994799,0.00009850004,0.0001035089,0.0001147758,0.00007670993,0.0001265476],"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":[0.00002470318,0.00000686287,0.004219861,0.0000390154,0.000005993118,0.00000723989,0.0004668832,0.000002351649,0.01470826,0.00005224605,0.06782143,0.9126452],"study_design_scores_gemma":[0.007025075,0.001532573,0.01067597,0.00840393,0.0001960711,0.0003309575,0.020373,0.2711584,0.2112687,0.03011086,0.4350115,0.003912949],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8119441,0.00218672,0.1408837,0.008888661,0.0005037073,0.0002843596,0.0004232644,0.0006559733,0.03422945],"genre_scores_gemma":[0.9945756,0.0008398978,0.0003958627,0.002442167,0.00006304479,0.000001614158,0.00004264249,0.000004512492,0.001634648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9087322,"threshold_uncertainty_score":0.9995675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472511613","doi":"10.3997/2214-4609.201601007","title":"Mitigating Non-linearity in Full Waveform Inversion by Scaled Sobolev Pre-conditioning","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Sobolev space; Inversion (geology); A priori and a posteriori; Scaling; Algorithm; Mathematics; Computer science; Mathematical optimization; Applied mathematics; Mathematical analysis; Geology; Geometry","authors":[{"name":"M. A. H. Zuberi","is_ca":true},{"name":"R. G. Pratt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01301665667992554,"gpt":0.2182108335263523,"spread":0.2051941768464268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000328032,0.0001497446,0.0001717349,0.0001185889,0.0001868707,0.00007626764,0.0001107426,0.0001128771,0.002061406],"category_scores_gemma":[0.00005683545,0.0001033356,0.000036317,0.0001048939,0.000181718,0.0007153324,0.00002162182,0.0001421369,0.0002475214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001271318,"about_ca_system_score_gemma":0.00005301162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196371,"about_ca_topic_score_gemma":0.000120612,"domain_scores_codex":[0.9988835,0.00005832581,0.0002598601,0.000322794,0.0001745711,0.0003009711],"domain_scores_gemma":[0.9994669,0.0001071943,0.0001037955,0.0001358301,0.00005740511,0.0001288542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001732445,0.00006515576,0.1616666,0.0000966654,0.00001583833,0.00002343742,0.001138049,0.000006764929,0.04090852,0.0001343136,0.08158064,0.7141907],"study_design_scores_gemma":[0.0112434,0.001982522,0.3016362,0.008230182,0.00008329973,0.0001266929,0.003320389,0.2366991,0.3442584,0.03577492,0.05334181,0.003302971],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839358,0.00009595666,0.00712148,0.001802377,0.0001556779,0.0001780364,0.0001028556,0.0001068352,0.006501007],"genre_scores_gemma":[0.9968735,0.0003147366,0.0005731208,0.001048913,0.00005820715,0.000003442491,0.0001669252,0.00000387072,0.0009572821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7108878,"threshold_uncertainty_score":0.9988508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595126279","doi":"10.3997/2214-4609.201601225","title":"Experimental Rock Deformation under Micro-CT - Two New Apparatuses for Rock Physics","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Attenuation; Saturation (graph theory); Deformation (meteorology); Geology; Distribution (mathematics); Geotechnical engineering; Mineralogy; Physics; Optics","authors":[{"name":"Nicola Tisato","is_ca":false},{"name":"Qi Zhao","is_ca":true},{"name":"Giovanni Grasselli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03617955568955682,"gpt":0.2571837670006928,"spread":0.221004211311136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008541491,0.0001392484,0.0001311856,0.00004782904,0.0001776928,0.00008752755,0.00009003084,0.00003479178,0.001018406],"category_scores_gemma":[0.0000109301,0.00009103179,0.00004890506,0.0000477259,0.00003421589,0.0007302499,0.00001157422,0.00004536493,0.0003838433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008539515,"about_ca_system_score_gemma":0.00007747916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007480917,"about_ca_topic_score_gemma":0.00001372316,"domain_scores_codex":[0.9992427,0.00002617801,0.0001692623,0.0002234461,0.0001119792,0.0002264604],"domain_scores_gemma":[0.9995647,0.00006872204,0.00008523378,0.000119022,0.00004920691,0.0001130956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002886966,0.00009812701,0.006153234,0.0000683073,0.0000505287,0.000004347941,0.001096966,0.0001122876,0.0937524,0.003762551,0.364708,0.5299046],"study_design_scores_gemma":[0.0030169,0.0004864491,0.001634839,0.0004060327,0.00003313566,0.0000454434,0.001133814,0.01513853,0.8677778,0.02533974,0.08428761,0.0006997421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.341242,0.0008736302,0.6478516,0.002236693,0.0004285321,0.0005541836,0.000231624,0.0003076573,0.006274104],"genre_scores_gemma":[0.9950538,0.0001611721,0.0008847964,0.001533864,0.0001816856,0.000005031405,0.0001161382,0.00000436266,0.002059157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7740254,"threshold_uncertainty_score":0.9998948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596814241","doi":"10.3997/2214-4609.201601570","title":"Effects of Fracture Intersections on Seismic Dispersion - Theoretical Predictions Versus Numerical Simulations","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Mechanics; Porosity; Anisotropy; Fracture (geology); Porous medium; Slip (aerodynamics); Matrix (chemical analysis); Limit (mathematics); Dispersion (optics); Low frequency; Materials science; Geotechnical engineering; Geology; Mathematics; Physics; Mathematical analysis; Composite material; Thermodynamics; Optics","authors":[{"name":"Junxin Guo","is_ca":false},{"name":"J. Germán Rubino","is_ca":true},{"name":"Boris Gurevich","is_ca":false},{"name":"Stanislav Glubokovskikh","is_ca":false},{"name":"Arcady Dyskin","is_ca":false},{"name":"Elena Pasternak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01086239591858455,"gpt":0.2284786718709919,"spread":0.2176162759524073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006833892,0.0001164173,0.0001307501,0.0001140484,0.0001635312,0.00002288242,0.00007570905,0.00009037149,0.002339597],"category_scores_gemma":[0.0001231777,0.00007103972,0.00005386387,0.00009155755,0.000304974,0.0002255903,0.00001077225,0.0001140314,0.0001077557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007872155,"about_ca_system_score_gemma":0.0000327474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002342504,"about_ca_topic_score_gemma":0.000005428744,"domain_scores_codex":[0.9992344,0.00007646631,0.0001574116,0.0002218452,0.0001496615,0.0001601845],"domain_scores_gemma":[0.9990312,0.0006132761,0.00006301565,0.0001311842,0.00005746397,0.0001038161],"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":[0.003583889,0.0008793614,0.02889101,0.0003174468,0.0003114518,0.0000453487,0.003230289,0.002254715,0.02061792,0.04495043,0.1373278,0.7575904],"study_design_scores_gemma":[0.0127119,0.009126548,0.1358705,0.004558947,0.0005203617,0.00006106051,0.001646471,0.5056499,0.1554988,0.06221154,0.1100253,0.002118719],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6542186,0.0001445212,0.3267119,0.007075296,0.00100951,0.0004369772,0.0003538393,0.0003065888,0.009742809],"genre_scores_gemma":[0.9987237,0.0001925843,0.000121812,0.0006606401,0.00007165335,0.000002162874,0.00004169241,0.000003384257,0.0001824049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7554716,"threshold_uncertainty_score":0.9985724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595020860","doi":"10.3997/2214-4609.201601238","title":"Interpolation in Presence of Diffracted Energy via a Stolt Dictionary with Sparsity Constraints","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Interpolation (computer graphics); Hyperbola; Radon transform; Computer science; Bilinear interpolation; Constraint (computer-aided design); Algorithm; Diffraction; Image (mathematics); Mathematics; Artificial intelligence; Computer vision; Optics; Geology; Geometry; Physics; Seismology","authors":[{"name":"Ayad Assad Ibrahim","is_ca":true},{"name":"Paolo Terenghi","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01347177248448168,"gpt":0.1962914059892822,"spread":0.1828196335048006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001177629,0.00008729763,0.0001230182,0.0001192965,0.00004587717,0.00001369566,0.00006719086,0.00005347018,0.001520165],"category_scores_gemma":[0.00002385071,0.00005383584,0.00001585232,0.0000863797,0.0003218962,0.0004005528,0.00001005453,0.00005365006,0.0000134852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004018437,"about_ca_system_score_gemma":0.00004967449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002222995,"about_ca_topic_score_gemma":0.0002313373,"domain_scores_codex":[0.9993297,0.00005978134,0.000163848,0.0001878023,0.000125937,0.0001329316],"domain_scores_gemma":[0.9995676,0.0001120074,0.00009637598,0.00009999683,0.00006689892,0.00005713657],"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":[0.0002121692,0.00005523038,0.4775687,0.00002507297,0.00001388754,0.00001652467,0.0003664998,0.000003037185,0.008708254,0.0007097406,0.002419787,0.5099011],"study_design_scores_gemma":[0.001727767,0.000652559,0.9436392,0.001533586,0.00001925634,0.00007314692,0.0005461366,0.02427792,0.01504443,0.009140356,0.002907255,0.000438444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856393,0.00008992226,0.1054568,0.0007463169,0.00009231319,0.0001183759,0.0001037539,0.00007291763,0.007680377],"genre_scores_gemma":[0.9989503,0.0002044429,0.0003246686,0.0002180979,0.00001610593,0.00000141178,0.00003421578,0.000001660159,0.0002491021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5094627,"threshold_uncertainty_score":0.9993926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596635816","doi":"10.3997/2214-4609.201601416","title":"3D Anisotropic Full Waveform Modeling with an Enhanced OASES Workflow for Complex Source-receiver Geometries","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Massachusetts Institute of Technology","keywords":"Seismogram; Microseism; Computer science; Waveform; Workflow; Ray tracing (physics); Consistency (knowledge bases); Algorithm; Acoustics; Geology; Seismology; Physics; Optics; Database; Telecommunications; Artificial intelligence","authors":[{"name":"Aurelian Roeser","is_ca":false},{"name":"S. A. Shapiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03725033528733571,"gpt":0.2323129885173204,"spread":0.1950626532299847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001488493,0.0001779845,0.0002004436,0.0001388751,0.0002808547,0.0001107685,0.0001247701,0.00007366393,0.001949092],"category_scores_gemma":[0.00003132849,0.0001034834,0.00003654451,0.0001007284,0.0001837341,0.0007197238,0.00001073444,0.00006004244,0.00008684281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006840939,"about_ca_system_score_gemma":0.00005826009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006108069,"about_ca_topic_score_gemma":0.0001615394,"domain_scores_codex":[0.9989464,0.00002844889,0.0001895824,0.0003490424,0.0001644865,0.0003220518],"domain_scores_gemma":[0.9993392,0.0001045978,0.00008109038,0.0001823937,0.0001513409,0.0001413806],"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":[0.0005206034,0.00003072241,0.001729221,0.00004056651,0.00002242269,0.000002708515,0.0003694033,0.0001183087,0.005060484,0.0002113918,0.001837901,0.9900563],"study_design_scores_gemma":[0.006828988,0.007257334,0.007291613,0.001990984,0.0001616934,0.00008362388,0.002697125,0.8303573,0.05053993,0.02495609,0.0654478,0.002387533],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4211481,0.00006364046,0.5762917,0.0004668653,0.00006395199,0.0001956116,0.00009510936,0.0001470587,0.001527989],"genre_scores_gemma":[0.9890049,0.000346248,0.008903315,0.0007774176,0.0001051334,0.000007509554,0.0001577197,0.000006901371,0.0006908175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9876688,"threshold_uncertainty_score":0.9989632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2597374712","doi":"10.3997/2214-4609.201600790","title":"A Visual Framework for Reservoir Connectivity Analysis","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Workflow; Flooding (psychology); Reservoir modeling; Software; Data mining; Water flooding; Static analysis; Path (computing); Distributed computing; Geology; Petroleum engineering; Programming language; Database","authors":[{"name":"Roberta Cabral Mota","is_ca":true},{"name":"Hamidreza Hamdi","is_ca":true},{"name":"Mário Costa Sousa","is_ca":true},{"name":"Ehud Sharlin","is_ca":true},{"name":"Zhangxin Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03552171371991027,"gpt":0.3132903278268779,"spread":0.2777686141069676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003195938,0.0001500795,0.0002526795,0.0001833751,0.00007435392,0.00005876733,0.00007315004,0.0001439752,0.0002321711],"category_scores_gemma":[0.0002900099,0.000108315,0.000103609,0.0002342403,0.00004094739,0.0002282355,0.00001933186,0.00008265859,0.00002028839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002658318,"about_ca_system_score_gemma":0.0000163162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005960975,"about_ca_topic_score_gemma":0.000008510478,"domain_scores_codex":[0.9991807,0.00004490947,0.0001996341,0.0002266892,0.0001086872,0.0002393971],"domain_scores_gemma":[0.99887,0.0006787644,0.00003120235,0.0002033276,0.0001010898,0.0001156279],"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":[0.0007384406,0.0003387295,0.02833236,0.001423358,0.003973044,0.00003023318,0.002900544,0.3110532,0.1413727,0.2377789,0.01128943,0.260769],"study_design_scores_gemma":[0.002991592,0.0003019429,0.02360382,0.0006101557,0.0004213308,0.00000415226,0.0001747089,0.8589538,0.02517844,0.06934113,0.0171998,0.001219184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3602185,0.00007964832,0.6387792,0.0001715899,0.00009695465,0.0001000003,0.00003519875,0.0001693695,0.0003496164],"genre_scores_gemma":[0.9841006,0.0001981912,0.01505183,0.00002604411,0.0001252768,0.00006090898,0.00001377379,0.00001949191,0.0004038181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6238822,"threshold_uncertainty_score":0.4416959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2567223516","doi":"10.3997/2214-4609.201601302","title":"Lineament Detection over Shale Gas Play of Horn River Basin Using Monogenic Phase Congruency of Magnetic Data","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lineament; Geology; Shale gas; French horn; Structural basin; Remote sensing; Phase congruency; Oil shale; Geomorphology; Seismology; Computer science; Paleontology; Physics; Acoustics; Artificial intelligence; Image (mathematics); Tectonics","authors":[{"name":"S. V. Yalamanchili","is_ca":false},{"name":"Hatem F. Hassan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03906154863179647,"gpt":0.2665903873450691,"spread":0.2275288387132726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001316557,0.0001288403,0.0002277667,0.0001480695,0.00003494377,0.00001557015,0.0001182182,0.00008065092,0.0006417103],"category_scores_gemma":[0.00002753404,0.00009492384,0.00004878701,0.0001288016,0.0001098042,0.0003697495,0.00004962449,0.00005354817,0.00001524121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000243187,"about_ca_system_score_gemma":0.00003592329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174487,"about_ca_topic_score_gemma":0.00005899678,"domain_scores_codex":[0.9991059,0.00003857571,0.0003467231,0.0002087167,0.0001560586,0.0001440449],"domain_scores_gemma":[0.999351,0.00003564429,0.00009164249,0.0003535595,0.00009053875,0.00007756186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004590046,0.00008766763,0.000423443,0.00008503946,0.00007776054,0.000003525438,0.0003535396,0.0002576223,0.9646367,0.00005879975,0.0002603066,0.03370963],"study_design_scores_gemma":[0.004081519,0.0003687422,0.0009935629,0.0005984032,0.0002694294,0.000009651648,0.0002414604,0.4555242,0.5352093,0.0005443029,0.00168472,0.000474654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180743,0.0003465994,0.08081269,0.00004203149,0.00010914,0.0001207186,0.0001537496,0.00003795236,0.0003028831],"genre_scores_gemma":[0.9982273,0.001320945,0.0002084391,0.00001267795,0.00004605079,0.000005297026,0.00003950944,0.00001303463,0.0001267252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4552666,"threshold_uncertainty_score":0.7026278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596051173","doi":"10.3997/2214-4609.201601094","title":"Three-dimensional Marine CSEM Forward Modelling in the Flemish Pass Basin Using Realistic Unstructured Meshes","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Flemish; Context (archaeology); Submarine pipeline; Sensitivity (control systems); Geology; Structural basin; Polygon mesh; Convergence (economics); Scale (ratio); Computer science; Paleontology; Geotechnical engineering; Engineering; Geography; Cartography","authors":[{"name":"Michael W. Dunham","is_ca":true},{"name":"Seyedmasoud Ansari","is_ca":true},{"name":"Colin G. Farquharson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04425077660231368,"gpt":0.2278643549219544,"spread":0.1836135783196408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004125985,0.00014926,0.0002062854,0.00007396375,0.0001761333,0.00007726056,0.0001397222,0.00009511143,0.001552643],"category_scores_gemma":[0.00005187065,0.00007222043,0.00005796582,0.0001291631,0.0001097714,0.0001754752,0.00002036395,0.000111513,0.00004071662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004328491,"about_ca_system_score_gemma":0.00004497378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004993798,"about_ca_topic_score_gemma":0.004423174,"domain_scores_codex":[0.9988229,0.00009270049,0.0002630866,0.0003161281,0.0002269214,0.0002782618],"domain_scores_gemma":[0.9993926,0.0002102093,0.00008101224,0.0001652864,0.00006781457,0.00008305402],"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":[0.0003802392,0.00009919627,0.3879197,0.00009191941,0.0001070138,0.0001626708,0.0006980757,0.1768152,0.001219235,0.004215526,0.002142015,0.4261492],"study_design_scores_gemma":[0.0005332085,0.00007416897,0.05173175,0.0001953065,0.00004885879,0.00002825377,0.0001111153,0.8869278,0.00004759048,0.05964342,0.0003916245,0.0002668733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023576,0.0001418164,0.09394308,0.002127278,0.00008394047,0.0001082042,0.00009618905,0.00002803689,0.001113888],"genre_scores_gemma":[0.9975114,0.0001334726,0.001683514,0.0003967343,0.00009627077,0.000001418315,0.00008731899,0.000002431358,0.00008742281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7101126,"threshold_uncertainty_score":0.9993601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596139123","doi":"10.3997/2214-4609.201601259","title":"Enhanced Detection and Location of Microseismic Events Using a Novel Matched Filtering Method","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Waveform; Envelope (radar); Hydraulic fracturing; Geology; Amplitude; Data set; Event (particle physics); Set (abstract data type); Pattern recognition (psychology); Computer science; Seismology; Data mining; Artificial intelligence; Physics; Telecommunications; Optics","authors":[{"name":"Enrico Caffagni","is_ca":false},{"name":"David W. Eaton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03344607382653327,"gpt":0.2879400135501459,"spread":0.2544939397236126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002188253,0.0001184059,0.0001659127,0.0001040981,0.00003869086,0.00001773811,0.00003709615,0.00008408543,0.00002544691],"category_scores_gemma":[0.00006091627,0.00009594848,0.0000176379,0.0001268558,0.00002444262,0.000238718,0.00001945399,0.00005187579,0.000002565262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002678454,"about_ca_system_score_gemma":0.00001546848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002035378,"about_ca_topic_score_gemma":0.000003374274,"domain_scores_codex":[0.999382,0.00003117165,0.0002216645,0.0001556815,0.00007576626,0.0001337646],"domain_scores_gemma":[0.9995643,0.00008802336,0.00005152652,0.0001176548,0.0001243408,0.00005411551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001090868,0.000004963241,0.00002648423,0.0001271689,0.00001112073,1.092511e-7,0.0001578529,0.01322298,0.9666349,0.00005249592,0.000001289391,0.01974976],"study_design_scores_gemma":[0.0009572784,0.00003386832,0.003079965,0.0006114764,0.00001740762,0.000009476519,0.0000562293,0.2641971,0.7302939,0.0004554052,0.00008976985,0.0001981909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4579042,0.000066779,0.5418105,0.00001014082,0.00006416694,0.00005599271,0.000005223923,0.00004408108,0.0000389226],"genre_scores_gemma":[0.9595962,0.0001659553,0.04010108,0.000006304445,0.00003308669,0.000008795681,0.000002149276,0.00001597911,0.0000704248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5017094,"threshold_uncertainty_score":0.3912665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595597353","doi":"10.3997/2214-4609.201600667","title":"Analysis of Selected Aromatic Hydrocarbons from Drinking Water and Natural Water Potentially Affected by Shale Gas Production","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Canada","funders":"","keywords":"BTEX; Produced water; Environmental science; Oil shale; Water quality; Environmental chemistry; Natural gas; Benzene; Waste management; Chemistry; Environmental engineering; Ethylbenzene; Engineering","authors":[{"name":"Anca-Maria Tugulea","is_ca":true},{"name":"Joan Hnatiw","is_ca":true},{"name":"Cariton Kubwabo","is_ca":true},{"name":"R. Charon","is_ca":true},{"name":"R. Strathern","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007137480536508064,"gpt":0.1918054267031557,"spread":0.1846679461666476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136214,0.0001869134,0.0003468372,0.0003111892,0.00007930565,0.00005956137,0.00006773636,0.0001010072,0.0001899312],"category_scores_gemma":[0.00002245773,0.0001015687,0.00007532269,0.000263019,0.00008072219,0.0003460538,0.00003086186,0.00008839257,0.00001798199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072874,"about_ca_system_score_gemma":0.000008963933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007626832,"about_ca_topic_score_gemma":0.0001809404,"domain_scores_codex":[0.9988829,0.00006877945,0.000315283,0.0003022619,0.0001831354,0.0002476287],"domain_scores_gemma":[0.9995911,0.00002556869,0.00004437975,0.000195606,0.00005682388,0.00008651281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001207122,0.0000228205,0.0007777488,0.00001659364,0.0006068783,0.000001814686,0.0007788933,0.00009293853,0.9951949,0.000003533053,0.0001478861,0.002343975],"study_design_scores_gemma":[0.0008502114,0.00005531109,0.005659061,0.0002226907,0.001221803,0.00000339474,0.0001612495,0.08429171,0.9062713,0.0006220493,0.0001726508,0.0004685442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889753,0.0001818447,0.009914188,0.0004383164,0.00009518205,0.0001170941,0.00001830657,0.0001382653,0.0001214547],"genre_scores_gemma":[0.9985201,0.0004601231,0.00006135011,0.00001827886,0.00004414794,0.00001752437,0.0005002194,0.00001696581,0.000361231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08892352,"threshold_uncertainty_score":0.4141852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2597122775","doi":"10.3997/2214-4609.201600797","title":"3D Seismics and Isotopic Analysis Provides Constraints on the Origin of Methane in the Earths Deep Subsurface.","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Abiogenic petroleum origin; Methane; Geology; Sedimentary rock; Earth science; Groundwater; Biogeochemical cycle; Geochemistry; Carbon cycle; Structural basin; Geomorphology; Ecosystem; Environmental chemistry; Chemistry","authors":[{"name":"M. Manzi","is_ca":false},{"name":"Barbara Sherwood Lollar","is_ca":true},{"name":"T. C. Onstott","is_ca":false},{"name":"Esta van Heerden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02259595246326708,"gpt":0.2352456752682038,"spread":0.2126497228049367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005951161,0.0001131724,0.000170735,0.00004937402,0.00006129169,0.00002672273,0.0001186641,0.00006561889,0.002440418],"category_scores_gemma":[0.00004305896,0.00004704947,0.00003659212,0.0002280392,0.0005410931,0.0001099019,0.00004339003,0.0001022713,0.00005585941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001278088,"about_ca_system_score_gemma":0.00001335122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001791292,"about_ca_topic_score_gemma":0.0001510446,"domain_scores_codex":[0.9990326,0.0001976378,0.0002038243,0.0002258844,0.0001701423,0.0001698925],"domain_scores_gemma":[0.9993076,0.0003308586,0.00009963071,0.0002039693,0.00001167306,0.00004631701],"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":[0.0003179946,0.0005676195,0.3117289,0.0001149399,0.0006398601,0.0000556731,0.01853983,0.0006879552,0.1162334,0.04506606,0.001180654,0.5048671],"study_design_scores_gemma":[0.01021581,0.00249623,0.7648147,0.001584566,0.001740596,0.00008872872,0.01321254,0.02592929,0.06900206,0.07462411,0.033497,0.002794338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894201,0.00009642229,0.001279694,0.002098249,0.00002424397,0.0002494717,0.00001596673,0.000006549856,0.006809279],"genre_scores_gemma":[0.9983402,0.0006968695,0.00009326965,0.0003691563,0.000009098264,0.00001418149,0.000003062297,0.000003580717,0.0004706026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5020727,"threshold_uncertainty_score":0.9984715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595868126","doi":"10.3997/2214-4609.201601180","title":"Structure of the Central Atlantic Conjugate Passive Margins and their Associated Sedimentary Basins","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Continental margin; Continental crust; Oceanic crust; Passive margin; Crust; Rift; Paleontology; Oceanic basin; Continental shelf; Seismology; Structural basin; Subduction; Tectonics; Oceanography","authors":[{"name":"Frauke Klingelhoëfer","is_ca":false},{"name":"Y. Biari","is_ca":false},{"name":"M. Benabdellouahed","is_ca":false},{"name":"Daniel Aslanian","is_ca":false},{"name":"M. Sahabi","is_ca":false},{"name":"Michael Schnabel","is_ca":false},{"name":"Thomas Funck","is_ca":false},{"name":"Luís Matias","is_ca":false},{"name":"Marc‐André Gutscher","is_ca":false},{"name":"C. Reichert","is_ca":false},{"name":"James A. Austin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01094593142322319,"gpt":0.1815096650161333,"spread":0.1705637335929101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000497002,0.0000970721,0.000122689,0.00002291697,0.0001589614,0.00003128148,0.00007611558,0.00006403559,0.002549308],"category_scores_gemma":[0.0000391836,0.00004013765,0.00002452161,0.00006509414,0.000204633,0.0002188582,0.00001738586,0.00005617683,0.000009539915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002131576,"about_ca_system_score_gemma":0.00004071496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000476787,"about_ca_topic_score_gemma":0.001426774,"domain_scores_codex":[0.9994176,0.00005783153,0.0001420556,0.0001271312,0.00008051511,0.0001748686],"domain_scores_gemma":[0.9995804,0.0001181503,0.0001000437,0.00007672067,0.00005728552,0.00006732725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005032132,0.0000230703,0.9554045,0.00005458334,0.00004693687,0.000002415102,0.00116672,0.000005919558,0.006484228,0.001022395,0.001374906,0.03436402],"study_design_scores_gemma":[0.0003782675,0.00008797526,0.9885039,0.0001445467,0.00001264525,0.000007437156,0.0003880776,0.0001740327,0.003614411,0.005557786,0.001032481,0.00009847923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963051,0.0001186481,0.0001313866,0.001719153,0.00009951608,0.0001036082,0.0008996337,0.0000116916,0.0006112558],"genre_scores_gemma":[0.9989905,0.0004369008,0.00001591756,0.0003270473,0.0000230069,4.056623e-7,0.00007126752,0.000001147312,0.000133752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03426554,"threshold_uncertainty_score":0.9983625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595718576","doi":"10.3997/2214-4609.201601181","title":"New Insights into the Slope and Deep Water Regions of the Southern Grand Banks Area, Offshore Newfoundland, Canada","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Submarine pipeline; Geology; Deep water; Structural basin; Paleontology; Stratigraphy; Mesozoic; Frontier; Mineral resource classification; Drilling; Seismology; Oceanography; Tectonics; Archaeology; Geography; Geochemistry","authors":[{"name":"D. Norris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01505426328649485,"gpt":0.1812659814912733,"spread":0.1662117182047785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007770721,0.00009490638,0.0001052234,0.00001891515,0.0003027451,0.00004947298,0.0001284843,0.00004956157,0.001936616],"category_scores_gemma":[0.0000243973,0.00003040407,0.00002037267,0.00005701813,0.0001770361,0.0001677606,0.00002259487,0.00006007656,0.0000243457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002433051,"about_ca_system_score_gemma":0.0001287808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1757877,"about_ca_topic_score_gemma":0.8218422,"domain_scores_codex":[0.9994019,0.00004149396,0.0001522959,0.0001311542,0.0001286608,0.0001445268],"domain_scores_gemma":[0.9995492,0.000109587,0.00005415577,0.0001375258,0.00006588927,0.00008371619],"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":[0.000173923,0.00002220542,0.3898259,0.0001020011,0.00006891465,0.00000811388,0.02617748,0.00003683028,0.0007938712,0.004568756,0.009623217,0.5685988],"study_design_scores_gemma":[0.001683656,0.0002849449,0.5682729,0.0004422503,0.00008604899,0.00004716419,0.003666926,0.0006004549,0.001941962,0.08162513,0.3407573,0.0005912301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829497,0.001100765,0.001451817,0.009308588,0.0001245478,0.0001497584,0.00003776677,0.000009732778,0.004867304],"genre_scores_gemma":[0.9970001,0.0006109638,0.00002805084,0.0004084085,0.00003572031,0.000001324756,0.00001958402,0.000001261022,0.001894586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6460545,"threshold_uncertainty_score":0.9989758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595296728","doi":"10.3997/2214-4609.201601030","title":"Quantifying the Impact of Fault Networks on Induced Seismicity Potential - Geomechanical Tools to Support Social License","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Induced seismicity; Geology; Workflow; Seismology; Shear (geology); Fault (geology); Spurious relationship; Geomechanics; Geotechnical engineering; Computer science; Petrology","authors":[{"name":"Nicholas M. Umholtz","is_ca":false},{"name":"Ahmed Ouenes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07174311025195797,"gpt":0.2944022897757682,"spread":0.2226591795238102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004072503,0.0001492666,0.0001974338,0.00007813097,0.0002279947,0.00008237005,0.0001649778,0.0001173161,0.00164202],"category_scores_gemma":[0.00006403885,0.00007573803,0.0001035291,0.000104198,0.0001022783,0.0002656693,0.00002684017,0.0001453505,0.00013226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008707299,"about_ca_system_score_gemma":0.00008133869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002134162,"about_ca_topic_score_gemma":0.00002093118,"domain_scores_codex":[0.9989114,0.0001086792,0.0002367525,0.0002559197,0.0001948617,0.0002923847],"domain_scores_gemma":[0.9993758,0.0001452023,0.0001139085,0.0001579559,0.00009094093,0.0001161525],"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":[0.0004847333,0.00005804565,0.004206609,0.00001222022,0.00004574225,0.00001555413,0.0005568455,0.000112472,0.01588667,0.0005172776,0.06331291,0.9147909],"study_design_scores_gemma":[0.007210146,0.01438071,0.6937056,0.002047788,0.0002373474,0.0002253281,0.002736843,0.1346385,0.1120757,0.00950289,0.01980863,0.003430496],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816231,0.0000113238,0.01427515,0.00238963,0.0001606456,0.0001978085,0.0001498923,0.00006407734,0.001128362],"genre_scores_gemma":[0.9976681,0.00008635881,0.00004403366,0.001869681,0.0001583714,0.00000209589,0.00003457681,0.00000389755,0.000132925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9113604,"threshold_uncertainty_score":0.9992706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595779868","doi":"10.3997/2214-4609.201600992","title":"Physical Modeling of P-wave Reflectivity in TTI Media Using Ultrasonic Techniques","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Azimuth; Anisotropy; Reflectivity; Tilt (camera); Optics; Ultrasonic sensor; Materials science; Acoustics; Physics; Geometry","authors":[{"name":"R. Malehmir","is_ca":true},{"name":"D. Schmitt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04096175710093367,"gpt":0.2519243549402959,"spread":0.2109625978393622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001461586,0.0001120841,0.0001763681,0.0000884333,0.00002455843,0.000015237,0.00003536984,0.00007478319,0.000024178],"category_scores_gemma":[0.00005867732,0.00008315155,0.00002849292,0.00008259129,0.00004753902,0.0002391867,0.00001384526,0.00008955622,0.00000289714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004627604,"about_ca_system_score_gemma":0.00003430862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002957473,"about_ca_topic_score_gemma":0.00002131498,"domain_scores_codex":[0.9993683,0.00002231242,0.0001853229,0.0001545393,0.000102435,0.0001670859],"domain_scores_gemma":[0.9996578,0.00009413854,0.00003794774,0.0001034989,0.00006560073,0.00004108697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008060128,0.00002680485,0.00007607068,0.00004282056,0.00000564354,0.000001860294,0.0003185368,0.0004082006,0.9661415,0.000867373,0.000009939485,0.03209316],"study_design_scores_gemma":[0.0003666471,0.00004368476,0.0002694152,0.0007872317,0.00001530929,0.000006666097,0.00008745951,0.6403232,0.3463342,0.01153715,0.00001265717,0.0002163342],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7689321,0.00005349643,0.2300725,0.00002751304,0.00003923953,0.00008343496,0.00001984006,0.00006168406,0.0007101548],"genre_scores_gemma":[0.9982992,0.0003760179,0.001213149,0.000006794786,0.00007009909,0.00000856676,0.000004157769,0.00001342863,0.000008565587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.639915,"threshold_uncertainty_score":0.3390822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595084490","doi":"10.3997/2214-4609.201601401","title":"Predictive Geological Mapping of the Baie Verte Peninsula, NL, CA, Using SOM Neural Nets","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cluster analysis; Self-organizing map; Artificial neural network; Geologic map; Data set; Set (abstract data type); Geology; Computer science; Data mining; Peninsula; Visual inspection; Curse of dimensionality; Artificial intelligence; Geography; Geomorphology","authors":[{"name":"Angela Carter-McAuslan","is_ca":true},{"name":"Colin G. Farquharson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0376669548902137,"gpt":0.2290202853181038,"spread":0.1913533304278901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002091497,0.0001529591,0.0001914606,0.00003739092,0.0001989393,0.00005028217,0.0004220102,0.0001170067,0.0002084845],"category_scores_gemma":[0.0001552396,0.0000833936,0.0000673171,0.0001324037,0.0002804842,0.0003842393,0.0003962777,0.0001185401,0.00001518528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001725371,"about_ca_system_score_gemma":0.00009375253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003911076,"about_ca_topic_score_gemma":0.000002427682,"domain_scores_codex":[0.9987841,0.0001035253,0.0002553613,0.0003794117,0.0001862274,0.0002913494],"domain_scores_gemma":[0.9990537,0.0001250795,0.0001754443,0.0003743801,0.0001886777,0.00008270064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001276195,0.0002637874,0.07871008,0.0002117548,0.0001214296,0.00009413852,0.003826362,0.0003856557,0.8077863,0.0466002,0.006987514,0.05488516],"study_design_scores_gemma":[0.004715268,0.0006895612,0.2641818,0.002749336,0.00008651859,0.0003925981,0.0009166504,0.4823263,0.1243461,0.09771021,0.02020231,0.001683317],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935367,0.000109872,0.1945056,0.005262064,0.0002972653,0.0001985853,0.00002087956,0.00006557859,0.006003413],"genre_scores_gemma":[0.9979509,0.00003846917,0.000622934,0.0002707768,0.0000596583,0.000007587294,0.000002041129,0.000001922395,0.001045787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6834402,"threshold_uncertainty_score":0.3400692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596094530","doi":"10.3997/2214-4609.201600756","title":"The Potential for Predicting Production by Characterizing Fluid Flow and Drainage Patterns Using Microseismicity","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Geology; Hydraulic fracturing; Induced seismicity; Fracture (geology); Flow (mathematics); Geomechanics; Geotechnical engineering; Seismology; Petroleum engineering; Petrology; Mechanics","authors":[{"name":"T. Urbancic","is_ca":false},{"name":"Lindsay Smith-Boughner","is_ca":false},{"name":"A. M. Baig","is_ca":true},{"name":"Eric von Lunen","is_ca":false},{"name":"Jessica Budge","is_ca":false},{"name":"Jason Hendrick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01686418277568803,"gpt":0.2163241663508315,"spread":0.1994599835751435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003693523,0.0001144788,0.0001023453,0.00003622077,0.0006055217,0.0001539425,0.00006823744,0.00005558338,0.00006689772],"category_scores_gemma":[0.00006122761,0.00006653131,0.00002727383,0.00002879637,0.0001527914,0.0005351225,0.00001607857,0.00005904508,0.000005231558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005328498,"about_ca_system_score_gemma":0.00002548606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004590748,"about_ca_topic_score_gemma":0.000009765458,"domain_scores_codex":[0.9991719,0.000052064,0.0001664291,0.0002784152,0.00009353683,0.0002377015],"domain_scores_gemma":[0.999586,0.00008239062,0.00009366617,0.0001073912,0.00006587588,0.00006465034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001113446,0.00001218576,0.01045519,0.00006039423,0.00001787184,0.000002024152,0.0003353487,0.000002201249,0.3090127,0.00004826984,0.007626674,0.6723158],"study_design_scores_gemma":[0.003311389,0.0009159453,0.06052145,0.00256071,0.0001756444,0.0003150907,0.002667598,0.357363,0.4451549,0.01137015,0.1139111,0.00173298],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464074,0.0002467301,0.04879607,0.003451586,0.0003438377,0.0002568032,0.0002988817,0.00007597516,0.0001227324],"genre_scores_gemma":[0.9975306,0.0008216002,0.0004552788,0.0005564746,0.0001839141,0.000003732451,0.00006110648,0.000004269558,0.0003830086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6705828,"threshold_uncertainty_score":0.4657244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2473905998","doi":"10.3997/2214-4609.201601545","title":"Frequency-domain Acoustic Wave Modelling through TI Media in Western Canada -Implications for Anisotropic FWI","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Transverse isotropy; Geology; Anisotropy; Isotropy; Tomography; Inversion (geology); Frequency domain; Seismology; Geometry; Physics; Optics; Mathematical analysis; Mathematics","authors":[{"name":"S. M. Hadden","is_ca":true},{"name":"Brendan Smithyman","is_ca":true},{"name":"R. G. Pratt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04792648614896308,"gpt":0.2308131894546067,"spread":0.1828867033056437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001245978,0.0001223361,0.0001486894,0.00005616659,0.0001267464,0.00003714877,0.00009969317,0.00006385359,0.0003441821],"category_scores_gemma":[0.00003126577,0.00008470177,0.00002293755,0.00006739519,0.00008846346,0.0003357241,0.000008280398,0.00006363786,0.0000193648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002120509,"about_ca_system_score_gemma":0.0002574237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1266759,"about_ca_topic_score_gemma":0.1585159,"domain_scores_codex":[0.999109,0.00003748068,0.0002125871,0.0002706134,0.0001020968,0.0002682223],"domain_scores_gemma":[0.9993887,0.0002405236,0.00006967888,0.0001535201,0.00006533139,0.00008226663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002067224,0.0001576826,0.3808274,0.0003594447,0.00008446463,0.00007899465,0.006202394,0.0005644712,0.01596246,0.02781818,0.1386454,0.4290923],"study_design_scores_gemma":[0.004023808,0.0004443762,0.131813,0.001549876,0.00007863923,0.00008423437,0.002395522,0.04261838,0.005231957,0.7585202,0.05138927,0.001850634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4060514,0.0003553604,0.5799124,0.008870384,0.0002660256,0.0003781264,0.0007146409,0.00009324728,0.003358419],"genre_scores_gemma":[0.993009,0.0005617049,0.004510079,0.001508693,0.00006489243,0.00001188297,0.00009686365,0.000004190764,0.0002327314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7307021,"threshold_uncertainty_score":0.8791396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595499855","doi":"10.3997/2214-4609.201600713","title":"Julia Application in Calculating Reflectivity from High Order Anisotropic Interface","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Isotropy; Anisotropy; Amplitude; Polarization (electrochemistry); Seismic wave; Slowness; Plane wave; Inversion (geology); Reflection (computer programming); Optics; Algorithm; Computer science; Physics; Geology; Geophysics","authors":[{"name":"R. Malehmir","is_ca":true},{"name":"Douglas R. Schmitt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01881449492139291,"gpt":0.243848814032482,"spread":0.2250343191110891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001337157,0.0001025017,0.0001255072,0.00006808138,0.00007771516,0.00004106273,0.00008020571,0.00007153556,0.001014449],"category_scores_gemma":[0.00004132742,0.00006899117,0.00001548298,0.000101263,0.00008189004,0.0003536081,0.00001449946,0.00008203413,0.0002297856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001004784,"about_ca_system_score_gemma":0.00003450171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534276,"about_ca_topic_score_gemma":0.0006725669,"domain_scores_codex":[0.999212,0.00006702833,0.0001621571,0.0002887887,0.0001000901,0.0001699556],"domain_scores_gemma":[0.9995835,0.0000980429,0.00006988053,0.0001426456,0.00004878034,0.00005718207],"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":[0.00004394197,0.0000224593,0.1626996,0.00001134335,0.000006758119,0.000004162724,0.0002913285,0.000007893069,0.02279096,0.0004179589,0.002286992,0.8114166],"study_design_scores_gemma":[0.002079769,0.0003162155,0.8210514,0.0008586855,0.00002313535,0.000009338703,0.0004434176,0.02871912,0.07252403,0.04964392,0.02352279,0.0008082438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033186,0.0001176219,0.09218782,0.001598224,0.00009765726,0.0001259162,0.00006040359,0.00009727352,0.002396445],"genre_scores_gemma":[0.9976276,0.0001737525,0.001326777,0.0004636276,0.00005140026,0.000003488765,0.00004000624,0.000002713508,0.0003105956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8106083,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595818723","doi":"10.3997/2214-4609.201600840","title":"Data Reconstruction and Denoising of Different Wavefield Components Using Green’s Theorem","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Noise reduction; Computer science; Applied mathematics; Image denoising; Mathematics; Algorithm; Artificial intelligence","authors":[{"name":"Nasser Kazemi","is_ca":true},{"name":"Adriana Citlali Ramírez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0963648975368995,"gpt":0.2945212230518119,"spread":0.1981563255149124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004033847,0.000141138,0.0002226652,0.0001058367,0.0001312507,0.0001085719,0.0003176665,0.00007644387,0.00003689915],"category_scores_gemma":[0.00005581493,0.0000911761,0.00002413946,0.00006701348,0.0001852993,0.001015493,0.0003848955,0.00007277099,0.000003623767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401815,"about_ca_system_score_gemma":0.00003739652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008355175,"about_ca_topic_score_gemma":0.0000105216,"domain_scores_codex":[0.9987869,0.000171826,0.0002743273,0.0004159407,0.0001619057,0.0001891171],"domain_scores_gemma":[0.998938,0.0001959788,0.0001574777,0.0005215058,0.0001021415,0.00008484699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003448676,0.0000288349,0.001155864,0.00004257013,0.00001812175,0.000007283234,0.0002584812,1.664085e-7,0.4607453,0.01116206,0.00005735363,0.5264894],"study_design_scores_gemma":[0.009608699,0.0008015092,0.04722819,0.00756147,0.0002297871,0.001275937,0.0005147929,0.1005944,0.5295378,0.2993099,0.001189252,0.002148209],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4073393,0.0001062182,0.5917252,0.0003335318,0.0001431348,0.00006674612,0.00002008181,0.00002526149,0.000240512],"genre_scores_gemma":[0.9866353,0.0002629085,0.01280123,0.00009322647,0.00005887088,0.000001343079,0.000005756302,0.000006264108,0.0001350603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.579296,"threshold_uncertainty_score":0.3718053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}