{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"8bd407fa9bb1","filters":{"venue":"Vietnam Journal of Earth Sciences"}},"results":[{"id":"W2787202711","doi":"10.15625/0866-7187/40/2/11107","title":"Sea-level rise and resilience in Vietnam and the Asia-Pacific: A synthesis","year":2018,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Asia pacific; Oceanography; Geology; Political science; History; Ethnology; Physics","authors":[{"name":"Luc Hens","is_ca":false},{"name":"Tran Hong Hanh","is_ca":false},{"name":"Ngo Sy Cuong","is_ca":false},{"name":"Trần Đình Lân","is_ca":false},{"name":"Nguyễn Văn Thành","is_ca":false},{"name":"Dang Thanh Le","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02704541884289986,"gpt":0.2604453068042801,"spread":0.2333998879613802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001821744,0.0001219304,0.0002793996,0.000178327,0.0004937567,0.0002410468,0.0004548626,0.00005220609,0.0004037505],"category_scores_gemma":[0.0006718934,0.00006006361,0.00005727138,0.000658968,0.003681393,0.0004773073,0.00003980458,0.0002838222,0.00003217209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001273736,"about_ca_system_score_gemma":0.0001048143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005607577,"about_ca_topic_score_gemma":0.006055991,"domain_scores_codex":[0.9980127,0.0003067943,0.0003900533,0.0002417753,0.0006535736,0.0003950715],"domain_scores_gemma":[0.9987177,0.000697332,0.0001425222,0.0001101303,0.00009550837,0.0002368466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002821028,0.00001487731,0.9194835,0.00001084317,0.000006722678,0.00002418723,0.0002589389,0.00003980762,0.00006352972,0.0003442464,0.00008594408,0.07938529],"study_design_scores_gemma":[0.0004807549,0.0005397883,0.9886991,0.00006379321,0.000008491541,0.0001880168,0.000899639,0.004613155,0.00009964446,0.001755951,0.002552666,0.0000990164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987075,0.003796408,0.00007257707,0.005462821,0.0001501629,0.0001141838,0.00001145865,0.000004430444,0.003312926],"genre_scores_gemma":[0.9969256,0.001116769,0.001634462,0.0000768072,0.0001757023,6.56845e-7,1.114487e-7,0.000001531755,0.00006836457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07928627,"threshold_uncertainty_score":0.99903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232344046","doi":"10.15625/0866-7187/42/4/15008","title":"Using Artificial Neural Network (ANN) for prediction of soil coefficient of consolidation","year":2020,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Mean squared error; Artificial neural network; Consolidation (business); Compaction; Coefficient of determination; Mean absolute error; Mathematics; Computer science; Statistics; Machine learning; Geotechnical engineering; Engineering","authors":[{"name":"Binh Thai Pham","is_ca":false},{"name":"Sushant K. Singh","is_ca":true},{"name":"Hai‐Bang Ly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0578798283607694,"gpt":0.260423422204285,"spread":0.2025435938435156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483185,0.00006262347,0.0001734525,0.00006664079,0.00007220153,0.00002062126,0.0001098215,0.00003465214,0.000009590931],"category_scores_gemma":[0.00006910408,0.00005032574,0.00007770436,0.0004381719,0.0001137969,0.0001921979,0.000007544327,0.00008017031,3.245126e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003052983,"about_ca_system_score_gemma":0.00005799502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001281063,"about_ca_topic_score_gemma":0.000002637353,"domain_scores_codex":[0.9991177,0.00001922854,0.0004284453,0.00006393522,0.0002386054,0.0001321091],"domain_scores_gemma":[0.999475,0.00004757465,0.0002196296,0.00003321764,0.0001665308,0.00005805209],"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":[0.00003315085,0.000009922634,0.00111038,0.00003088563,0.00001288287,5.178429e-7,0.0001945183,0.9741945,0.02193491,0.00008031209,0.0001121119,0.002285974],"study_design_scores_gemma":[0.000178397,0.0003902687,0.00154706,0.00006285754,0.0000259185,0.00001025087,0.0002068736,0.97407,0.02322876,0.000112981,0.0001235408,0.00004313508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692944,0.0004511657,0.02894679,0.0001401228,0.0009349433,0.00007975119,0.00001815094,0.00001242767,0.0001223005],"genre_scores_gemma":[0.9964675,0.00002239468,0.00312859,0.00002111979,0.0003538712,3.41842e-7,0.000001040853,0.00000430135,8.61112e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02717313,"threshold_uncertainty_score":0.2052224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805056999","doi":"10.15625/0866-7187/40/3/12619","title":"Radiometric survey in geological mapping of basement complex area of parts of Southwestern Nigeria","year":2018,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Radiometric dating; Precambrian; Geology; Proterozoic; Uranium; Metamorphism; Geochemistry; Basement; Metamictization; Prospecting; Uranium ore; Geologic map; Mineralogy; Geomorphology; Zircon; Archaeology; Paleontology; Geography","authors":[{"name":"Omowumi Ademila","is_ca":false},{"name":"Adedibu Sunny Akingboye","is_ca":false},{"name":"A. I. Ojamomi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1001326803356794,"gpt":0.2803908739923753,"spread":0.1802581936566958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004810782,0.0001133686,0.0004749532,0.0005821412,0.0000722486,0.0000260547,0.00116876,0.00005356943,0.0001193517],"category_scores_gemma":[0.000706443,0.00008138998,0.0001009189,0.002553022,0.0007894536,0.0002524466,0.0002162023,0.0001114134,0.000001426274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000458373,"about_ca_system_score_gemma":0.0001603016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005971693,"about_ca_topic_score_gemma":0.00008210636,"domain_scores_codex":[0.9976937,0.0002320377,0.0009564284,0.0002184285,0.0006231159,0.0002763235],"domain_scores_gemma":[0.9976906,0.0003196189,0.001105188,0.0002284398,0.0005723342,0.00008377433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001672261,0.0001213064,0.9863282,0.00003650701,0.00001321777,0.000008400312,0.0007315099,0.0009459967,0.01020043,0.0001387923,0.00003477398,0.001424079],"study_design_scores_gemma":[0.0003613648,0.0008436333,0.9816421,0.0001606112,0.000002770386,0.00004528101,0.0002679218,0.005030788,0.01066136,0.0006531014,0.0002338117,0.00009725404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798486,0.0002169667,0.01843516,0.0002632457,0.0002030105,0.00006390548,0.000003545402,0.000003641595,0.0009619723],"genre_scores_gemma":[0.9896605,0.00002311018,0.01022975,0.00003040279,0.000031511,4.24373e-7,4.841175e-7,7.799317e-7,0.00002302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009811969,"threshold_uncertainty_score":0.3318987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807048898","doi":"10.15625/0866-7187/40/3/12618","title":"Late Pleistocene-Holocene sequence stratigraphy of the subaqueous Red River delta and the adjacent shelf","year":2018,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Sequence stratigraphy; Transgressive; Paleontology; Holocene; Pleistocene; Sea level; River delta; Fluvial; Sedimentary rock; Delta; Stratigraphy; Continental shelf; Stratigraphic unit; Progradation; Marine transgression; Facies; Oceanography; Structural basin; Tectonics","authors":[{"name":"Nguyen Trung Thanh","is_ca":false},{"name":"Mai Duc Dong","is_ca":false},{"name":"Đặng Hoài Nhơn","is_ca":false},{"name":"Do Huy Cuong","is_ca":false},{"name":"Bui Viet Dung","is_ca":false},{"name":"Phùng Văn Phách","is_ca":false},{"name":"Trần Đức Thạnh","is_ca":false},{"name":"Duong Quoc Hung","is_ca":false},{"name":"Ngo Thanh Nga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02371911096059278,"gpt":0.2215506650896181,"spread":0.1978315541290253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009210863,0.0001125708,0.0002486666,0.0000388972,0.0006218721,0.00005204495,0.0005644845,0.00003275648,0.0002035624],"category_scores_gemma":[0.000157932,0.00004252597,0.0001287189,0.0005427865,0.005346084,0.0001861901,0.00004410644,0.0001632691,0.00001200495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":5.438956e-7,"about_ca_system_score_gemma":0.0000573854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005198049,"about_ca_topic_score_gemma":0.001525947,"domain_scores_codex":[0.9985908,0.0001664565,0.0003328122,0.000157483,0.000505368,0.000247102],"domain_scores_gemma":[0.999055,0.0002229932,0.0003500441,0.0001121404,0.0001739975,0.00008581507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003689504,0.00004902839,0.9508353,0.00001680438,0.00006968082,0.00001369222,0.001062368,0.001101703,0.00022951,0.001235036,0.0002080455,0.04480986],"study_design_scores_gemma":[0.0003646092,0.0008981142,0.9824716,0.00003750033,0.00002368475,0.00003842439,0.0001447889,0.001606538,0.0003298584,0.01338989,0.0006194316,0.00007556345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922176,0.002575536,0.00001468191,0.003072378,0.000282118,0.0001067813,0.00001197091,0.000003875711,0.001715069],"genre_scores_gemma":[0.9984748,0.0005393642,0.0004929567,0.0003070881,0.0001197339,2.056646e-7,2.040224e-7,7.096416e-7,0.0000649195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04473429,"threshold_uncertainty_score":0.9973608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037825497","doi":"10.15625/0866-7187/42/3/15008","title":"Using Artificial Neural Network (ANN) for prediction of soil coefficient of consolidation","year":2020,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Mean squared error; Artificial neural network; Consolidation (business); Compaction; Coefficient of determination; Mean absolute error; Computer science; Mathematics; Machine learning; Artificial intelligence; Statistics; Engineering; Geotechnical engineering","authors":[{"name":"Binh Thai Pham","is_ca":false},{"name":"Sushant K. Singh","is_ca":true},{"name":"Hai‐Bang Ly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0578798283607694,"gpt":0.260423422204285,"spread":0.2025435938435156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483185,0.00006262347,0.0001734525,0.00006664079,0.00007220153,0.00002062126,0.0001098215,0.00003465214,0.000009590931],"category_scores_gemma":[0.00006910408,0.00005032574,0.00007770436,0.0004381719,0.0001137969,0.0001921979,0.000007544327,0.00008017031,3.245126e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003052983,"about_ca_system_score_gemma":0.00005799502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001281063,"about_ca_topic_score_gemma":0.000002637353,"domain_scores_codex":[0.9991177,0.00001922854,0.0004284453,0.00006393522,0.0002386054,0.0001321091],"domain_scores_gemma":[0.999475,0.00004757465,0.0002196296,0.00003321764,0.0001665308,0.00005805209],"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":[0.00003315085,0.000009922634,0.00111038,0.00003088563,0.00001288287,5.178429e-7,0.0001945183,0.9741945,0.02193491,0.00008031209,0.0001121119,0.002285974],"study_design_scores_gemma":[0.000178397,0.0003902687,0.00154706,0.00006285754,0.0000259185,0.00001025087,0.0002068736,0.97407,0.02322876,0.000112981,0.0001235408,0.00004313508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692944,0.0004511657,0.02894679,0.0001401228,0.0009349433,0.00007975119,0.00001815094,0.00001242767,0.0001223005],"genre_scores_gemma":[0.9964675,0.00002239468,0.00312859,0.00002111979,0.0003538712,3.41842e-7,0.000001040853,0.00000430135,8.61112e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02717313,"threshold_uncertainty_score":0.2052224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800433780","doi":"10.15625/0866-7187/40/2/12241","title":"Trace elements and oxygen isotopes of gem spinels in marble from the Luc Yen - An Phu areas, Yen Bai province, North Vietnam","year":2018,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Institut de Recherche pour le Développement; Centre National de la Recherche Scientifique; Université de Lorraine; National Foundation for Science and Technology Development","keywords":"EMPA; Electron microprobe; Isotopes of oxygen; Trace element; Mineralogy; Spinel; Geology; Chemistry; Nuclear chemistry; Metallurgy; Geochemistry; Materials science","authors":[{"name":"Phạm Văn Long","is_ca":false},{"name":"Gaston Giuliani","is_ca":false},{"name":"Anthony E. Fallick","is_ca":false},{"name":"Andrian J. Boyce","is_ca":false},{"name":"Vincent Pardieu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02064816920809633,"gpt":0.2455449413479159,"spread":0.2248967721398196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504963,0.0001614348,0.000343962,0.0001198222,0.0004247274,0.00006261191,0.0006126174,0.00006428194,0.0007629044],"category_scores_gemma":[0.0001236987,0.00009248362,0.00005627741,0.0004114898,0.001283995,0.0006806227,0.00004175291,0.0002160259,0.0000184126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000131458,"about_ca_system_score_gemma":0.0001635535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008583321,"about_ca_topic_score_gemma":0.05769739,"domain_scores_codex":[0.9982119,0.0002176138,0.000557245,0.0002728827,0.0003969114,0.0003434556],"domain_scores_gemma":[0.9990187,0.000168081,0.0004288392,0.0001547948,0.0001166449,0.0001129611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006985841,0.00003420519,0.9849031,0.000005615431,0.00003307432,0.00001476717,0.0008291085,0.0001682617,0.00007417786,0.00001522039,0.0004628203,0.01338982],"study_design_scores_gemma":[0.000404749,0.001156713,0.9916207,0.00005106668,0.00002454224,0.00003589196,0.0009791444,0.0009426707,0.00006907808,0.0005668188,0.004030645,0.0001179675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922983,0.004181035,0.00001550589,0.001026462,0.0003267509,0.0001738305,0.00005410161,0.00000465062,0.001919384],"genre_scores_gemma":[0.9967074,0.0005521834,0.001922616,0.000390354,0.0002804853,5.817319e-7,0.000004432608,0.000002219406,0.000139744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05683905,"threshold_uncertainty_score":0.9594972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610020916","doi":"10.15625/0866-7187/39/2/9703","title":"Improved method for hydrochemical exploration of mineral resources","year":2017,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Prospecting; Hydrology (agriculture); Drainage basin; Surface runoff; Structural basin; STREAMS; Geochemistry; Tectonics; Channel (broadcasting); Mining engineering; Geomorphology; Geotechnical engineering; Paleontology","authors":[{"name":"Nguyễn Văn Luyện","is_ca":false},{"name":"Олег Геннадьевич Савичев","is_ca":false},{"name":"Виктор Алексеевич Домаренко","is_ca":false},{"name":"Quach Duc Tin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04787467512768349,"gpt":0.3096479461500322,"spread":0.2617732710223487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001859333,0.00007801109,0.0002001737,0.00006741718,0.0003905955,0.0001985789,0.00150119,0.00004508231,0.000006988694],"category_scores_gemma":[0.0009495114,0.0000554852,0.0001189057,0.000110713,0.0002310521,0.001255407,0.0001389785,0.00008752073,4.270472e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001782081,"about_ca_system_score_gemma":0.00008387305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000462244,"about_ca_topic_score_gemma":0.000003951767,"domain_scores_codex":[0.9989883,0.00003650103,0.0003546507,0.0001736321,0.0002683176,0.0001785584],"domain_scores_gemma":[0.9983515,0.0001274347,0.0008768571,0.0002659621,0.0003074689,0.00007076158],"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":[0.00005240982,0.00008578792,0.002124201,0.00006686923,0.00002901642,0.000005950465,0.001763365,0.001409568,0.9626235,0.004465269,0.0004667693,0.02690733],"study_design_scores_gemma":[0.001185625,0.001423757,0.003164407,0.0001877276,0.0000253745,0.000153929,0.000552654,0.3314313,0.5995354,0.04037747,0.02165257,0.0003098277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1840084,0.0002110461,0.8014433,0.009917838,0.0004889782,0.0001186106,0.000001493983,0.000011054,0.003799193],"genre_scores_gemma":[0.6990461,0.000008872343,0.3005008,0.00004164789,0.0001327576,0.000001639359,1.100375e-7,7.142675e-7,0.0002672997],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5150377,"threshold_uncertainty_score":0.3004184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609025987","doi":"10.15625/0866-7187/39/2/9448","title":"Assessment of earthquake-induced ground liquefaction susceptibility for Hanoi city using geological and geomorphologic characteristics","year":2017,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Liquefaction; Geology; Lithology; Seismic hazard; Seismology; Soil liquefaction; Mining engineering; Geotechnical engineering; Geochemistry","authors":[{"name":"Bui Thi Nhung","is_ca":false},{"name":"Nguyễn Hồng Phương","is_ca":false},{"name":"Nguyen Ta Nam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06407514666192933,"gpt":0.3120368149687036,"spread":0.2479616683067743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420493,0.0001109045,0.0003121523,0.00007566048,0.0002785119,0.00009559639,0.0002495051,0.000106971,0.00001097476],"category_scores_gemma":[0.0003717395,0.00008558515,0.00008424681,0.00006186331,0.00017572,0.0002627682,0.00004291511,0.0002232732,1.773704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001147954,"about_ca_system_score_gemma":0.00005076316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001118062,"about_ca_topic_score_gemma":0.00001097958,"domain_scores_codex":[0.9990416,0.00002324648,0.0003860312,0.0001281846,0.0002207599,0.0002001634],"domain_scores_gemma":[0.9992155,0.00008577069,0.0002999149,0.0001639117,0.0001457013,0.00008920913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000112222,0.0004150426,0.1214426,0.000811437,0.0002043679,0.0000603109,0.0002536397,0.2178378,0.6032732,0.004027344,0.00001734189,0.05154468],"study_design_scores_gemma":[0.0002720909,0.0008149497,0.6690091,0.00007356003,0.00002579943,0.00007501392,0.00004474915,0.3264106,0.002550487,0.0005508726,0.00004683708,0.0001258852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742959,0.00005513239,0.02489019,0.00004664739,0.0005405149,0.00009966054,0.000006119894,0.00001967338,0.00004617325],"genre_scores_gemma":[0.9915105,0.00008768575,0.008309423,0.000006296561,0.00007625741,0.000001091315,3.432342e-7,0.000004953761,0.000003418713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6007227,"threshold_uncertainty_score":0.3490061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805195727","doi":"10.15625/0866-7187/40/3/12617","title":"Correlation and high-resolution timing for Paleo-tethys Permian-Triassic boundary exposures in Vietnam and Slovenia using geochemical, geophysical and biostratigraphic data sets","year":2018,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":4,"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":"Geology; Global Boundary Stratotype Section and Point; Paleontology; Tethys Ocean; Permian; Geochronology; Biostratigraphy; Tectonics; Subduction","authors":[{"name":"Lưu Thị Phương Lan","is_ca":false},{"name":"Ellwood Brooks B.","is_ca":false},{"name":"Tomkin Jonathan H.","is_ca":false},{"name":"Galina P. Nestell","is_ca":false},{"name":"Nestell Merlynd K.","is_ca":false},{"name":"Ratcliffe Kenneth T.","is_ca":false},{"name":"Rowe Harry","is_ca":false},{"name":"Dang Tran Huyen","is_ca":false},{"name":"Nguyen Thanh Dung","is_ca":false},{"name":"Nguyen Chien Thang","is_ca":false},{"name":"Dao Van Quyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04074693682927417,"gpt":0.2746000499755702,"spread":0.233853113146296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090601,0.0001286244,0.0002325438,0.0001495123,0.0005235071,0.000211807,0.000194692,0.00006378517,0.00006013648],"category_scores_gemma":[0.00009667435,0.00009914565,0.00003375803,0.0003564189,0.0008272458,0.0008532313,0.0000386051,0.0001346404,0.000001278115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001455669,"about_ca_system_score_gemma":0.00008095545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433773,"about_ca_topic_score_gemma":0.001511842,"domain_scores_codex":[0.9987292,0.00005859167,0.0003693916,0.0003098213,0.0002837563,0.0002492112],"domain_scores_gemma":[0.9993061,0.0001359446,0.0002570923,0.0001055608,0.00006443942,0.0001308618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001167108,0.00003058354,0.9639073,0.00005806583,0.00003011185,0.000007351117,0.0003469299,0.0004262516,0.01194674,0.00001113896,0.00005711998,0.02306169],"study_design_scores_gemma":[0.0007841227,0.0007767978,0.700707,0.0001989771,0.0001019382,0.0001837126,0.000875057,0.2932341,0.000975391,0.001726463,0.0002095121,0.0002269855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970486,0.002143362,0.0002260376,0.00026206,0.000124538,0.00009069069,0.00006859886,0.00000353058,0.00003262997],"genre_scores_gemma":[0.9941062,0.0002333434,0.005405116,0.00003953276,0.000163918,2.10356e-7,0.0000451556,0.000001542011,0.000004933328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928078,"threshold_uncertainty_score":0.4043042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768186286","doi":"10.15625/0866-7187/40/1/10876","title":"Determination of ground displacement of 25 April 2015 Nepal earthquake by GNSS precise point positioning","year":2017,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"GNSS positioning and interference","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Precise Point Positioning; Epicenter; GNSS applications; Geodesy; Global Positioning System; Seismology; Geology; Displacement (psychology); Magnitude (astronomy); Geography; Telecommunications; Computer science; Physics","authors":[{"name":"Nguyễn Ngọc Lâu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01624014794923941,"gpt":0.2701298101753646,"spread":0.2538896622261252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000697309,0.00009859011,0.000211854,0.0001291911,0.0002432901,0.000138104,0.0003989832,0.00003827698,0.00004486026],"category_scores_gemma":[0.00009529347,0.00008223338,0.0000783414,0.00009797236,0.0002682149,0.0008354105,0.0000341387,0.0001197209,0.000003290153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009750817,"about_ca_system_score_gemma":0.00004497994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002106543,"about_ca_topic_score_gemma":0.0000174821,"domain_scores_codex":[0.9988185,0.0000312105,0.0004712185,0.00009568832,0.00042133,0.0001620302],"domain_scores_gemma":[0.9989891,0.00004231837,0.0005004694,0.0001549396,0.0002403983,0.00007275581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003396716,0.0009034214,0.0705778,0.0008393817,0.0003284289,0.00003493167,0.009642385,0.05581008,0.6928405,0.003490634,0.005903641,0.1592892],"study_design_scores_gemma":[0.00295275,0.006066763,0.4105164,0.005016292,0.0002021779,0.0004051747,0.00171017,0.192555,0.3757938,0.002428652,0.001437563,0.0009152624],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799753,0.0005877332,0.01478239,0.0001294893,0.0005171422,0.00006271933,0.00001184504,0.000008250744,0.003925129],"genre_scores_gemma":[0.9944498,0.0001039051,0.005307943,0.000005950647,0.00004947433,0.000001029446,0.000001071056,0.000005223643,0.00007561008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3399386,"threshold_uncertainty_score":0.335338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772593330","doi":"10.15625/0866-7187/40/1/10914","title":"Improvement of the accuracy of the quasigeoid model VIGAC2017","year":2017,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geodesy; Global Positioning System; Geology; Collocation (remote sensing); Remote sensing; Computer science; Telecommunications","authors":[{"name":"Ha Minh Hoa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04430421787829814,"gpt":0.2639333542946066,"spread":0.2196291364163084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001521185,0.00009391631,0.0002010044,0.00003924153,0.0008833906,0.0001103462,0.002007467,0.00002703399,0.00006180868],"category_scores_gemma":[0.0003299619,0.00004193239,0.0002198157,0.0001400884,0.0007262377,0.0004777383,0.00007096888,0.0001543403,0.000003611399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.410171e-7,"about_ca_system_score_gemma":0.0003309192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004432043,"about_ca_topic_score_gemma":0.0007820088,"domain_scores_codex":[0.9981763,0.00004808225,0.0004078508,0.00011311,0.001055398,0.0001992482],"domain_scores_gemma":[0.9976035,0.00005554919,0.001612247,0.0004451524,0.0002187338,0.00006477202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002570509,0.00006489069,0.937571,0.00002754444,0.00003414421,7.126484e-7,0.0003809714,0.01928333,0.01540171,0.0001943808,0.0001270752,0.02688849],"study_design_scores_gemma":[0.0002665199,0.0002934637,0.9709063,0.0001260529,0.00002510506,0.000005552655,0.0001547577,0.007569117,0.01516238,0.005195756,0.0002217137,0.00007325073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954186,0.0002151206,0.00003404758,0.00105098,0.0008220239,0.000122511,0.00002289947,8.326738e-7,0.002312984],"genre_scores_gemma":[0.9993979,0.00004938306,0.0003002298,0.00007956547,0.00005635094,1.123302e-7,1.206589e-7,0.00000109884,0.0001152344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03333528,"threshold_uncertainty_score":0.6794416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346462545","doi":"10.15625/0866-7187/37/4/8299","title":"Study of Subsidence detection by DinSAR and evaluation of some factors to the outcome","year":2016,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Subsidence; Decorrelation; Interferometric synthetic aperture radar; Remote sensing; Geodesy; Interferometry; Synthetic aperture radar; Elevation (ballistics); Digital elevation model; Seismology; Computer science; Geomorphology; Algorithm; Structural basin; Engineering","authors":[{"name":"Tran Van Anh","is_ca":false},{"name":"Trần Quốc Cường","is_ca":false},{"name":"Nguyen Duc Anh","is_ca":false},{"name":"Đặng Vũ Khắc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04085955698071928,"gpt":0.3013491155151393,"spread":0.26048955853442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001297381,0.00005627384,0.0001222052,0.0001001672,0.00006370031,0.00001083273,0.0001743248,0.0000183312,0.0000106976],"category_scores_gemma":[0.000117346,0.00002646042,0.00002608655,0.0002169846,0.00009940985,0.0001853074,0.00001379535,0.00003922121,4.648778e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006897206,"about_ca_system_score_gemma":0.00001415494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014719,"about_ca_topic_score_gemma":0.00003339193,"domain_scores_codex":[0.9990768,0.00003975719,0.000291693,0.00006657533,0.0004562215,0.00006895999],"domain_scores_gemma":[0.9994907,0.0001139823,0.0001398721,0.00009541382,0.0001280489,0.0000319343],"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":[0.00001023043,0.0001299849,0.1153087,0.00001586823,0.00005082452,2.920708e-7,0.002496809,0.0002953168,0.1371078,0.0001903105,0.00008172516,0.7443121],"study_design_scores_gemma":[0.00072384,0.002220959,0.4530584,0.0001849574,0.0001570301,0.00003623907,0.005951642,0.0036197,0.5269679,0.001396131,0.005423398,0.0002597917],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798436,0.0003745519,0.01929616,0.0001637032,0.00008197114,0.0001787482,0.000002237748,0.000007934186,0.00005107473],"genre_scores_gemma":[0.9977911,0.00006049135,0.00211777,0.000004804675,0.00001716972,0.000002628899,1.647491e-8,0.000002952465,0.000003105489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7440524,"threshold_uncertainty_score":0.1079025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737132765","doi":"10.15625/0866-7187/33/1/281","title":"ĐẶC ĐIỂM QUẶNG HÓA VÀ KHOÁNG VẬT CÁC MỎ KẼM CHÌ KHU VỰC LÀNG HÍCH","year":2011,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geochemistry and Geochronology of Asian Mineral Deposits","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sphalerite; Pyrite; Mineral; Mineralogy; Geology; Geochemistry; Metallurgy; Materials science","authors":[{"name":"Phạm Ngọc Cẩn","is_ca":false},{"name":"Trần Tuấn Anh","is_ca":false},{"name":"Trần Trọng Hòa","is_ca":false},{"name":"Phạm Thị Dung","is_ca":false},{"name":"Ngô Thị Phượng","is_ca":false},{"name":"Trần Quốc Hùng","is_ca":false},{"name":"Bùi Ấn Niên","is_ca":false},{"name":"Nguyễn Viết Ý","is_ca":false},{"name":"Trần Văn Hiếu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05494055368174322,"gpt":0.2194632612056225,"spread":0.1645227075238793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001386888,0.0002046621,0.0005009969,0.0003197724,0.0003995336,0.0001182147,0.0007739678,0.0001384701,0.001717588],"category_scores_gemma":[0.0002178366,0.0001898155,0.0002360477,0.0004979611,0.0004851086,0.0007885716,0.00008221169,0.0003663943,0.0004952232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001286391,"about_ca_system_score_gemma":0.00008842079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007070558,"about_ca_topic_score_gemma":0.00006428784,"domain_scores_codex":[0.9980463,0.00002768183,0.000912386,0.0003776274,0.0001280561,0.0005078928],"domain_scores_gemma":[0.9985036,0.00004766177,0.0009027955,0.0002274099,0.0001035787,0.0002149202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000169448,0.0007427924,0.9221693,0.0001624143,0.0003751747,0.0004180325,0.004893485,0.0009777277,0.006911823,0.03737726,0.005182917,0.02061964],"study_design_scores_gemma":[0.002740894,0.003397773,0.8446766,0.0004289217,0.00007679792,0.001599364,0.002370988,0.002058572,0.02533999,0.05697038,0.05864047,0.001699267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160457,0.005975232,0.000492755,0.001594166,0.001042923,0.00007866692,0.0000139332,0.00001536136,0.07474132],"genre_scores_gemma":[0.9918529,0.000429182,0.005570956,0.0002101646,0.0003067704,0.000001626812,0.000001128699,0.000008659801,0.001618639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07749269,"threshold_uncertainty_score":0.999195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909677613","doi":"10.15625/0866-7187/41/1/13541","title":"Fluid characteristics from shallow magmatic environments: A contribution to danburite bearing Luc Yen pegmatites, northern Vietnam","year":2019,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Fluid inclusions; Pegmatite; Inclusion (mineral); Melt inclusions; Geochemistry; Mineralogy; Calcite; Crystallization; Mantle (geology); Hydrothermal circulation; Thermodynamics","authors":[{"name":"Kurt Krenn","is_ca":false},{"name":"Lê Thị Thu Hương","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008315014636551718,"gpt":0.1939339871952376,"spread":0.1856189725586859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008427215,0.00019291,0.0004693986,0.0001473172,0.0002194948,0.0001727618,0.0006041181,0.00006937586,0.008490092],"category_scores_gemma":[0.0002709946,0.0001270446,0.0001893391,0.0004832949,0.0001641598,0.0004553498,0.00004893212,0.0002222298,0.001413284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005004377,"about_ca_system_score_gemma":0.00004878618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000228459,"about_ca_topic_score_gemma":0.001124378,"domain_scores_codex":[0.9977036,0.00009924803,0.0006532883,0.0003142494,0.0008086584,0.0004210198],"domain_scores_gemma":[0.9988095,0.0001939095,0.000406832,0.0001743859,0.00009207706,0.0003232894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003480552,0.00003608067,0.9833753,0.000007013835,0.00003857292,0.00001555081,0.0001130522,0.003328968,0.006753233,0.00001244624,0.00001163688,0.006273405],"study_design_scores_gemma":[0.0002984802,0.0005494869,0.9816397,0.0001043388,0.00005670503,0.00002465596,0.0001610174,0.01143174,0.0004878458,0.001409419,0.003614121,0.0002224884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966521,0.0008485366,0.0004257206,0.0009133524,0.0003033703,0.0001545085,0.00006382349,0.000009797656,0.0006287347],"genre_scores_gemma":[0.9966568,0.0001211768,0.00240551,0.0004814735,0.0001683284,5.37028e-7,0.00003917879,0.000002366539,0.0001246657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008102775,"threshold_uncertainty_score":0.9993643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346460189","doi":"10.15625/0866-7187/37/4/8297","title":"Monitoring influence of urbanization on urban thermal environment using multi-temporal LANDSAT imagery: application to Da Nang city","year":2016,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Urbanization; Geography; Urban heat island; Context (archaeology); Remote sensing; Downtown; Environmental science; Land use; Satellite imagery; Cartography; Physical geography; Meteorology; Civil engineering; Archaeology","authors":[{"name":"Dang Trung Tu","is_ca":false},{"name":"Nguyễn Thị Thu Hà","is_ca":false},{"name":"Nguyen Thi Mai Ngan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02879732252225525,"gpt":0.2471432410146499,"spread":0.2183459184923947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007254569,0.0001004837,0.0001639767,0.0001576941,0.0002030064,0.00005330832,0.0002199442,0.0000351241,0.00003714013],"category_scores_gemma":[0.00007123583,0.00005630293,0.00005024991,0.0002683626,0.0001342522,0.0004051923,0.00001068355,0.00005777688,0.0000188637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004414365,"about_ca_system_score_gemma":0.00005691633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002012865,"about_ca_topic_score_gemma":0.00002651676,"domain_scores_codex":[0.9987677,0.0000730691,0.0003275191,0.000169106,0.0004695223,0.0001930978],"domain_scores_gemma":[0.9992664,0.00008107303,0.0003422432,0.0001142782,0.00006892314,0.0001270599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003002183,0.00001520303,0.9037209,0.000003028643,0.00000467136,0.000002705838,0.0002014017,0.0382714,0.03007626,0.000001565224,0.00000274023,0.02767009],"study_design_scores_gemma":[0.0002341284,0.0003457572,0.9830624,0.000178713,0.000008509692,0.00001571,0.00008024247,0.004393485,0.01123518,0.0000173201,0.0003291008,0.00009939879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943754,0.0001631201,0.004974217,0.000134213,0.0001720745,0.00008332106,0.000006089432,0.000005961686,0.00008561788],"genre_scores_gemma":[0.9908533,0.00005196608,0.008853881,0.0000322519,0.0001795709,4.580336e-8,5.282689e-7,0.000002268786,0.00002623941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07934155,"threshold_uncertainty_score":0.2295967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589450288","doi":"10.15625/0866-7187/38/2/8603","title":"CHARACTERISTICS OF MARINE ENVIRONMENTAL GEOCHEMISTRY FROM HA TINH TO QUANG NAM (60-100M WATER DEPTH)","year":2016,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","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":"Seawater; Sediment; Environmental chemistry; Carbonate; Surface water; Geochemistry; Geology; Water quality; Environmental science; Oceanography; Chemistry; Environmental engineering; Ecology; Geomorphology","authors":[{"name":"Luong Le Huy","is_ca":false},{"name":"Mai Trọng Nhuận","is_ca":false},{"name":"Trần Đăng Quy","is_ca":false},{"name":"Hoang Van Tuan","is_ca":false},{"name":"Quach Manh Dat","is_ca":false},{"name":"Nguyen Duc Hoai","is_ca":false},{"name":"Nguyễn Tài Tuệ","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01817876094702309,"gpt":0.2467317422222753,"spread":0.2285529812752522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008325077,0.0001344225,0.0002347298,0.00005033052,0.0001373318,0.00003874796,0.0004627366,0.00004248886,0.01038314],"category_scores_gemma":[0.00003119448,0.00007346299,0.0001008922,0.00008855728,0.000481201,0.0003584097,0.0002820708,0.00009149004,0.0004271496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003583393,"about_ca_system_score_gemma":0.00002158826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007871308,"about_ca_topic_score_gemma":0.00004956743,"domain_scores_codex":[0.9981439,0.00007617263,0.0005580995,0.0002153378,0.0007093977,0.0002970737],"domain_scores_gemma":[0.9992529,0.00005477928,0.000305273,0.0001653342,0.000008904475,0.0002128616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004249916,0.0001183144,0.3244261,0.00000450823,0.00001490278,0.00001743411,0.0005314978,0.00004715706,0.6609705,0.000007213518,0.0003220109,0.01349786],"study_design_scores_gemma":[0.0003415358,0.0003034506,0.7148179,0.00005617787,0.00001643431,0.00003372959,0.0001819752,0.00003593012,0.2743819,0.0002706287,0.009393455,0.0001668223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963262,0.00001716519,0.0005114339,0.001421151,0.0002551339,0.0000624662,0.00005039279,0.000004983133,0.001351058],"genre_scores_gemma":[0.9957244,0.00005365524,0.003219197,0.000243985,0.0001081475,0.000001123389,0.000002795452,0.000005171176,0.0006415119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3903918,"threshold_uncertainty_score":0.9905215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800168513","doi":"10.15625/0866-7187/40/2/11676","title":"Occurrence of supergene nickel ores in the Ha Tri Massive, Hoa An District, Cao Bang Province","year":2018,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Northwestern University","keywords":"Supergene (geology); Ultramafic rock; Weathering; Geology; Laterite; Saprolite; Geochemistry; Peridotite; Silicate; Mafic; Nickel; Silicate minerals; Mineralogy; Materials science; Metallurgy; Basalt; Chemistry","authors":[{"name":"Nguyen Van Pho","is_ca":false},{"name":"Phạm Tích Xuân","is_ca":false},{"name":"Pham Thanh Dang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02711206980836792,"gpt":0.2640398012082176,"spread":0.2369277313998497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002196151,0.0001191079,0.0002131179,0.0001396957,0.0002940698,0.0001434432,0.002456262,0.00003665535,0.00005149181],"category_scores_gemma":[0.0004224954,0.0000693483,0.00007560592,0.001168119,0.0007194788,0.0009075287,0.0001399197,0.0001952535,0.000005351797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004620566,"about_ca_system_score_gemma":0.0004180453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002459887,"about_ca_topic_score_gemma":0.00009704217,"domain_scores_codex":[0.9981394,0.0001724192,0.0004797066,0.0002608506,0.000632017,0.0003156195],"domain_scores_gemma":[0.9986907,0.0001460764,0.000438758,0.000319609,0.000316427,0.00008841564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002308978,0.002322914,0.6718537,0.0003630714,0.00009671843,0.0008846018,0.02486037,0.01072648,0.08672439,0.02427126,0.01571001,0.1619556],"study_design_scores_gemma":[0.003910972,0.01540716,0.5447671,0.001356682,0.00008412707,0.002816741,0.0145591,0.1378088,0.1803871,0.01799183,0.07872461,0.002185746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861485,0.0005676905,0.006297984,0.00323758,0.0004542374,0.000116969,0.00000798675,0.00000978794,0.003159234],"genre_scores_gemma":[0.9947675,0.00004792656,0.00490523,0.0001181036,0.0000981187,0.000001179704,4.712259e-7,5.527059e-7,0.00006089693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597699,"threshold_uncertainty_score":0.4564386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2206156220","doi":"10.15625/0866-7187/37/1/6553","title":"Results of magnetotelluric survey for studying geothermal system in the Bang area, Quang Binh province","year":2015,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geothermal gradient; Magnetotellurics; Geology; Geothermal energy; Geothermal exploration; Electrical resistivity and conductivity; Volcano; Geochemistry; Geophysics","authors":[{"name":"Đoàn Văn Tuyến","is_ca":false},{"name":"Tran Anh Vu","is_ca":false},{"name":"Lai Hop Phong","is_ca":false},{"name":"Le Van Si","is_ca":false},{"name":"Pham Ngoc Dat","is_ca":false},{"name":"Duong Thi Ninh","is_ca":false},{"name":"Đinh Văn Toàn","is_ca":false},{"name":"Nguyen Quang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09197913323295501,"gpt":0.2831030449709528,"spread":0.1911239117379978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0106148,0.0001135606,0.0003161143,0.0001800497,0.0001389324,0.00007895787,0.0006521958,0.00003889504,0.00001466847],"category_scores_gemma":[0.0008545728,0.00005872263,0.00009510297,0.001125454,0.0001950009,0.0003051542,0.00001153976,0.0001716471,0.000006731283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002426932,"about_ca_system_score_gemma":0.0002734168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295638,"about_ca_topic_score_gemma":0.002197116,"domain_scores_codex":[0.9974731,0.0006719143,0.0006126842,0.0001810868,0.0007265585,0.0003346305],"domain_scores_gemma":[0.9975582,0.001523123,0.0004750486,0.0001148836,0.0002047456,0.000124043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001551043,0.0002873158,0.5234646,0.0001454369,0.00003769348,0.00007614331,0.002643476,0.06443313,0.000235578,0.0002414032,0.0004853299,0.4063989],"study_design_scores_gemma":[0.0009147503,0.003395289,0.9611519,0.00009841333,0.00001548034,0.00005573677,0.002034996,0.03094457,0.00014961,0.0003851949,0.0007178198,0.0001362752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957932,0.001258174,0.0008224699,0.0002257068,0.0003298334,0.0002618056,0.00003659182,0.000004739863,0.001267482],"genre_scores_gemma":[0.996161,0.00001111443,0.003587706,0.00005212747,0.0001163338,6.031326e-7,0.000001898396,0.000001524512,0.00006772184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4376873,"threshold_uncertainty_score":0.36789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}