{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":85,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":85,"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":"59a837a33a41","filters":{"venue":"DR-NTU (Nanyang Technological University)"}},"results":[{"id":"W3125743759","doi":"10.1016/j.jfineco.2010.10.019","title":"Employee treatment and firm leverage : a test of the stakeholder theory of capital structure","year":2010,"lang":"en","type":"article","venue":"DR-NTU (Nanyang Technological University)","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":572,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; York University","funders":"","keywords":"Leverage (statistics); Endogeneity; Capital structure; Incentive; Business; Stakeholder theory; Stakeholder; Debt; Variety (cybernetics); Microeconomics; Test (biology); Industrial organization; Economics; Finance; Econometrics; Management","authors":[{"name":"Jin Wang","is_ca":true},{"name":"Kee‐Hong Bae","is_ca":false},{"name":"Jun‐Koo Kang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01949630627396766,"gpt":0.1666553613402361,"spread":0.1471590550662685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006052029,0.0001414208,0.0001912788,0.0001202817,0.0001077024,0.00001639172,0.0003713607,0.0001678335,0.00008999601],"category_scores_gemma":[0.0001144333,0.00009277863,0.00007100047,0.0005661722,0.0004305495,0.0002342725,0.0002487226,0.0001918972,0.000003413194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002012187,"about_ca_system_score_gemma":0.00001839815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324512,"about_ca_topic_score_gemma":0.000331539,"domain_scores_codex":[0.9994078,0.000006312003,0.0001122784,0.0002149571,0.0001045156,0.0001540956],"domain_scores_gemma":[0.9993154,0.00005816564,0.000225574,0.0003266325,0.00006695602,0.000007301092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005503165,0.00016126,0.666904,0.00004947688,0.00003225272,0.00004184982,0.00004565938,0.000005952272,0.03246677,0.2903132,0.0002613319,0.009663151],"study_design_scores_gemma":[0.001028083,0.00008533969,0.9266521,0.00004769577,0.00009354801,0.000004522105,0.0003854272,0.00002220042,0.006074368,0.02247194,0.04289687,0.0002379541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974998,0.00002857727,0.00005329536,0.0003761475,0.00007872404,0.0001700084,0.00004883626,0.00007603929,0.001668569],"genre_scores_gemma":[0.9986758,0.00001821829,0.00006024133,0.0000479091,0.00003281205,5.01936e-7,0.000002634317,0.000007236399,0.001154679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2678413,"threshold_uncertainty_score":0.3783403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1649877900","doi":"10.4230/lipics.tqc.2014.212","title":"Graph Homomorphisms for Quantum Players","year":2012,"lang":"en","type":"preprint","venue":"DR-NTU (Nanyang Technological University)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Homomorphism; Graph homomorphism; Mathematics; Discrete mathematics; Combinatorics; Quantum; Graph; Line graph; Voltage graph; Quantum mechanics; Physics","authors":[{"name":"Laura Mančinska","is_ca":false},{"name":"David E. Roberson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02228823952224338,"gpt":0.2178827086004341,"spread":0.1955944690781907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004263638,0.0005998267,0.0006760265,0.0009769559,0.000502871,0.0001775735,0.004683197,0.001251357,0.00001212424],"category_scores_gemma":[0.000114329,0.0005517188,0.0005758008,0.00115107,0.0004747538,0.0001906627,0.005083768,0.00158467,0.00003715262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772542,"about_ca_system_score_gemma":0.0001232488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002213249,"about_ca_topic_score_gemma":0.000002934474,"domain_scores_codex":[0.9968666,0.0001105242,0.0003167017,0.001323148,0.0003710157,0.001011946],"domain_scores_gemma":[0.997412,0.0002820373,0.0003529431,0.001552698,0.0001454713,0.0002548322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002715406,0.0002645269,0.0001073443,0.0001003178,0.0001285426,0.0002305852,0.0001143285,0.00236663,0.0002245642,0.9513482,0.001908911,0.04317884],"study_design_scores_gemma":[0.001626589,0.0005415448,0.0006064997,0.0004238517,0.0001928979,0.000105446,0.0002309712,0.4089996,0.001579818,0.3136778,0.2693145,0.002700513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04851055,0.0004340545,0.9411994,0.002732993,0.001568222,0.0008365047,0.00007815282,0.003420986,0.001219125],"genre_scores_gemma":[0.8495875,0.0001590939,0.1484917,0.0002004911,0.0002551902,0.00001728229,0.00006439015,0.00005394495,0.001170399],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8010769,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2577880921","doi":"","title":"Optimal interdiction of illegal network flow","year":2016,"lang":"en","type":"article","venue":"DR-NTU (Nanyang Technological University)","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Interdiction; Stackelberg competition; Computer science; Column generation; Heuristic; Flow network; Constraint (computer-aided design); Mathematical optimization; Greedy algorithm; Computer security; Operations research; Artificial intelligence; Mathematics; Engineering; Mathematical economics; Algorithm","authors":[{"name":"Qingyu Guo","is_ca":true},{"name":"Bo An","is_ca":false},{"name":"Yair Zick","is_ca":false},{"name":"Chunyan Miao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004501806237517742,"gpt":0.1649770516442184,"spread":0.1604752454067006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009928219,0.0001291806,0.0002160592,0.0002249017,0.00007555867,0.000006525464,0.0003310922,0.0002610076,0.0002220129],"category_scores_gemma":[0.00004866858,0.00009260268,0.0001359099,0.0007531558,0.0002932878,0.0001650423,0.0001146177,0.0001799761,0.00002401957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212081,"about_ca_system_score_gemma":0.000008363097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003914713,"about_ca_topic_score_gemma":0.000008036302,"domain_scores_codex":[0.9992549,0.00002702076,0.0001440148,0.0001959964,0.0001152896,0.0002627432],"domain_scores_gemma":[0.9995575,0.00005511385,0.00003488616,0.0002622494,0.00004327592,0.00004695123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001875333,0.0001339121,0.01021686,0.00008484589,0.0004914427,0.0001893451,0.00009105002,0.5097289,0.049981,0.09997971,0.00638632,0.3225291],"study_design_scores_gemma":[0.003972351,0.001242421,0.01564046,0.0007148725,0.0006496232,0.00007852608,0.001967704,0.234201,0.1425097,0.01681404,0.5795009,0.00270847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5173905,0.00005827227,0.4715722,0.0003446308,0.0001874748,0.0001079101,0.00001381318,0.001038936,0.009286318],"genre_scores_gemma":[0.995671,0.00009293175,0.003820739,0.000006185011,0.00003870885,5.105801e-7,0.000002171305,0.000007428683,0.0003603022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5731146,"threshold_uncertainty_score":0.3776228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101396381","doi":"","title":"Understanding the Twitter usage of humanities and social sciences academic journals","year":2019,"lang":"en","type":"article","venue":"DR-NTU (Nanyang Technological University)","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":14,"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":"Mainstream; Social media; Citation; Scope (computer science); Index (typography); Scholarly communication; Social Sciences Citation Index; World Wide Web; Social network analysis; Sociology; Library science; Media studies; Political science; Computer science; Publishing; Science Citation Index","authors":[{"name":"Aravind Sesagiri Raamkumar","is_ca":false},{"name":"Mojisola Erdt","is_ca":false},{"name":"Harsha Vijayakumar","is_ca":true},{"name":"Edie Rasmussen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2361944908563829,"gpt":0.2780700867289629,"spread":0.04187559587258005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007180683,0.00009495356,0.0001614907,0.0005517138,0.0004906396,0.00009690568,0.001459443,0.0002001819,0.00002774654],"category_scores_gemma":[0.00007212852,0.00006493081,0.00006176037,0.001560413,0.001096186,0.0006867486,0.0008033587,0.0004178876,0.00001078964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009401509,"about_ca_system_score_gemma":0.00003805076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004766855,"about_ca_topic_score_gemma":0.000001397088,"domain_scores_codex":[0.9990298,0.00005587742,0.0001507288,0.0002364918,0.0002856711,0.0002414109],"domain_scores_gemma":[0.9993757,0.0002318201,0.0001421474,0.0001959819,0.00003890732,0.00001546685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003892017,0.00001317237,0.00667204,0.00001151175,0.000009171505,0.000005073677,0.0004268255,0.000006108128,0.0005542993,0.9907156,0.000282193,0.00130011],"study_design_scores_gemma":[0.003011994,0.002105307,0.06448401,0.0003495326,0.0001063373,0.0001091241,0.05990254,0.01329713,0.008762363,0.6484959,0.1975593,0.001816427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455938,0.0001614293,0.1110935,0.005808237,0.0001510413,0.0002496924,0.000003038969,0.0002808772,0.03665841],"genre_scores_gemma":[0.9982642,0.00008658919,0.0006706221,0.000317773,0.00001040644,1.328669e-7,1.524796e-7,0.000001804553,0.0006483184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422197,"threshold_uncertainty_score":0.4038942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893706220","doi":"10.5555/3291125.3291126","title":"Numerical analysis near singularities in RBF networks","year":2018,"lang":"en","type":"article","venue":"DR-NTU (Nanyang Technological University)","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Gravitational singularity; Artificial neural network; Computer science; Radial basis function; Artificial intelligence; Mathematics; Applied mathematics; Mathematical analysis","authors":[{"name":"Weili Guo","is_ca":false},{"name":"Haikun Wei","is_ca":false},{"name":"Yew-Soon Ong","is_ca":false},{"name":"Jaime Rubio Hervás","is_ca":false},{"name":"Junsheng Zhao","is_ca":false},{"name":"Hai Wang","is_ca":true},{"name":"Kanjian Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01170087366015612,"gpt":0.2057767162757964,"spread":0.1940758426156403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151602,0.000143709,0.0002425329,0.0003859271,0.0003025966,0.000111615,0.001349292,0.0002331282,0.00003546467],"category_scores_gemma":[0.00002442235,0.0001334489,0.0001309746,0.006096117,0.0004888509,0.0002252151,0.0005295986,0.0003201801,0.00003750441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007674717,"about_ca_system_score_gemma":0.00001875548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006053159,"about_ca_topic_score_gemma":0.00005403882,"domain_scores_codex":[0.9987589,0.00005635868,0.0001480148,0.0005047767,0.0001410032,0.0003909323],"domain_scores_gemma":[0.9991219,0.00007946798,0.00006552092,0.000594469,0.00005744136,0.00008121233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001420647,0.0002179948,0.01073766,0.000002474419,0.00008894016,0.0002448766,0.00005323605,0.004960557,0.00008847329,0.950394,0.0009874399,0.03221012],"study_design_scores_gemma":[0.0004169183,0.0002078664,0.01581443,0.00002033451,0.00008167994,0.00001021625,0.0001039112,0.8268833,0.0002779382,0.0125187,0.1431246,0.0005401625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06463143,0.00005515539,0.9256961,0.002990127,0.00007547125,0.0001456507,0.000001366501,0.0009021228,0.005502605],"genre_scores_gemma":[0.9854772,0.00002902961,0.01368447,0.0001966147,0.00003818001,0.000001606064,0.000003310506,0.000004595779,0.0005650111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9378753,"threshold_uncertainty_score":0.544189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132732042","doi":"","title":"Nurses’ information use and literature searching skills for evidence based practices","year":2013,"lang":"en","type":"article","venue":"DR-NTU (Nanyang Technological University)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Zhàng; Quarter (Canadian coin); Psychology; Medical literature; Medical education; Nursing; Medicine; History","authors":[{"name":"Shaheen Majid","is_ca":false},{"name":"Schubert Foo","is_ca":false},{"name":"Xue Zhang","is_ca":false},{"name":"Intan Azura Mokhtar","is_ca":false},{"name":"Brendan Luyt","is_ca":false},{"name":"Yun‐Ke Chang","is_ca":false},{"name":"Yin‐Leng Theng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436318767697092,"gpt":0.4287092397205559,"spread":0.2850773629508467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008874174,0.0001060516,0.0001346105,0.0005196896,0.00106456,0.0001428753,0.0003586207,0.000335907,0.0001174714],"category_scores_gemma":[0.01124522,0.00008248019,0.00003307559,0.001038031,0.0002220462,0.004881306,0.0001560308,0.0007163882,0.0001350467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912323,"about_ca_system_score_gemma":0.0003584881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003200998,"about_ca_topic_score_gemma":0.00002537903,"domain_scores_codex":[0.9984295,0.000312195,0.0002001207,0.0002436288,0.0002428927,0.0005716074],"domain_scores_gemma":[0.9959128,0.002829223,0.0002728849,0.0002442183,0.0004956351,0.0002452713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006679844,0.0007143036,0.3496002,0.00329243,0.00005724702,0.00005397206,0.01237214,0.00003382818,0.004652014,0.1307986,0.1734527,0.3243046],"study_design_scores_gemma":[0.001250321,0.000658585,0.1630052,0.001920084,0.00002231474,0.0000045522,0.02009084,0.008266608,0.0002610313,0.003970318,0.8001119,0.0004382183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678363,0.00007924964,0.004692749,0.02378587,0.0002511014,0.002149253,0.00002027139,0.0003169388,0.0008682638],"genre_scores_gemma":[0.982437,0.0005050867,0.01205762,0.001416031,0.00007197527,0.00006893287,0.00003998302,0.000006741337,0.003396666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6266592,"threshold_uncertainty_score":0.9970835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887133168","doi":"10.4230/lipics.itcs.2019.53","title":"Secret Sharing with Binary Shares","year":2018,"lang":"en","type":"preprint","venue":"DR-NTU (Nanyang Technological University)","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; National Science Foundation","keywords":"Secret sharing; Secrecy; Information-theoretic security; Mathematics; Homomorphic secret sharing; Secure multi-party computation; Discrete mathematics; Shamir's Secret Sharing; Binary number; Impossibility; Combinatorics; Computer science; Cryptography; Algorithm; Computer security; Arithmetic; Law","authors":[{"name":"Fuchun Lin","is_ca":true},{"name":"Mahdi Cheraghchi","is_ca":false},{"name":"Venkatesan Guruswami","is_ca":false},{"name":"Reihaneh Safavi–Naini","is_ca":true},{"name":"Huaxiong Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02165792439664143,"gpt":0.209451471898122,"spread":0.1877935475014806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0002441416,0.0004737092,0.0004693679,0.001005227,0.0003705292,0.0002866207,0.006396867,0.0009782027,0.0001052206],"category_scores_gemma":[0.0000450736,0.0004102908,0.0002251927,0.001836003,0.0007729752,0.0005310517,0.01348284,0.001353558,0.00007366142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389488,"about_ca_system_score_gemma":0.0001005518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007281997,"about_ca_topic_score_gemma":0.00004516632,"domain_scores_codex":[0.9970645,0.00006646037,0.0002086738,0.001663732,0.0003937846,0.0006027968],"domain_scores_gemma":[0.9970291,0.00006986938,0.0002335832,0.002334746,0.0001530959,0.0001796181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008852863,0.0003081448,0.005526022,0.0001235114,0.0001627027,0.002059353,0.0001353421,0.00003476647,0.0001482545,0.9811079,0.003985511,0.006320002],"study_design_scores_gemma":[0.002130994,0.001895372,0.01100005,0.001611833,0.0002533025,0.0001538058,0.0006135151,0.02116375,0.002366364,0.382272,0.5722641,0.00427497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3250247,0.0004660487,0.6384325,0.002531791,0.0006349446,0.0009722027,0.0002841192,0.008208973,0.02344473],"genre_scores_gemma":[0.9039052,0.0004188076,0.0946532,0.0002076368,0.0001317786,0.000009590371,0.000214038,0.00003811349,0.0004216294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5988359,"threshold_uncertainty_score":0.9998349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W152773842","doi":"","title":"Electronic publishing trends in Singapore.","year":2001,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","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":"Publishing; Quarter (Canadian coin); Electronic publishing; Library science; Advertising; Face (sociological concept); Political science; Business; Sociology; History; Social science; The Internet; Computer science; Law; World Wide Web","authors":[{"name":"Poh Choo. Heng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01321560151875211,"gpt":0.1961056962083633,"spread":0.1828900946896112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001623793,0.0003311163,0.0003521401,0.003576676,0.0002157149,0.0008740519,0.002489825,0.0008769635,0.0001265159],"category_scores_gemma":[0.0001303253,0.000329324,0.0001591857,0.007866423,0.00007067094,0.003048886,0.0004218273,0.001015105,0.00003230043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004502189,"about_ca_system_score_gemma":0.0002193741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002574502,"about_ca_topic_score_gemma":0.00022485,"domain_scores_codex":[0.9978324,0.00005467844,0.0002580734,0.0007997212,0.0003799045,0.0006752213],"domain_scores_gemma":[0.9991199,0.00007398063,0.000201006,0.0004457846,0.00006052002,0.00009874456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000995557,0.0002250911,0.001114498,0.00001868329,0.00005042642,0.0008572331,0.0002185753,0.0000129735,0.00004344439,0.6547738,0.01019905,0.3323866],"study_design_scores_gemma":[0.0006865748,0.000156222,0.004268666,0.0001050094,0.00001277954,0.00001603277,0.0006664085,0.0004525569,0.0005838173,0.03457651,0.9576852,0.0007902259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07991962,0.0003030714,0.002331998,0.00212332,0.0003835298,0.0002057245,0.000003050075,0.002333828,0.9123958],"genre_scores_gemma":[0.440658,0.0003044996,0.001294105,0.0001296091,0.00004189725,0.000004488727,0.0003399629,0.00002762581,0.5571998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9474862,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046097800","doi":"","title":"The case for ecological reparations in Africa","year":2023,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Nucleofection; TSG101; Liquation; Articular cartilage damage; Proteogenomics; Hyporeflexia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02624356413426273,"gpt":0.2507799723628022,"spread":0.2245364082285395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002264007,0.0001941875,0.0002374763,0.0004506306,0.00027383,0.00004278771,0.0006026632,0.0003297788,0.0179112],"category_scores_gemma":[0.0001102906,0.0001424066,0.0001412777,0.0008998237,0.0003189263,0.0000093913,0.0004551233,0.0004094592,0.0001425031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869648,"about_ca_system_score_gemma":0.00006003187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004860476,"about_ca_topic_score_gemma":0.003927564,"domain_scores_codex":[0.9987683,0.00006685614,0.0001628749,0.0004246883,0.0001228304,0.0004544847],"domain_scores_gemma":[0.9988264,0.0005254472,0.0001030812,0.0004460967,0.00003683305,0.00006213722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001666111,0.0001625601,0.0001539235,0.000007708556,0.00004523607,0.0008653171,0.000007642101,0.000001177768,0.00001209511,0.3524177,0.5791732,0.06713681],"study_design_scores_gemma":[0.0003916252,0.00009194201,0.00005653757,0.00002063192,0.00001990429,0.000002442268,0.0007745633,0.0001892468,0.000006029782,0.001979274,0.9962935,0.000174233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003193268,0.00004283561,0.0007055362,0.002849164,0.0001016249,0.001216531,0.0001231533,0.0007968633,0.993845],"genre_scores_gemma":[0.009898538,0.00006402365,0.0003343202,0.000006143909,0.00006213386,0.00006764103,0.00002031594,0.00008446083,0.9894624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4171204,"threshold_uncertainty_score":0.9829866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028229776","doi":"","title":"Baby don't cry : measuring the empathetic response towards infant cries in a Singaporean nonparent context","year":2020,"lang":"en","type":"article","venue":"DR-NTU (Nanyang Technological University)","topic":"Infant Health and Development","field":"Health Professions","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":"Context (archaeology); Psychology; Communication; Social psychology; Developmental psychology; History","authors":[{"name":"Xinyao Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07851718243012597,"gpt":0.3099839991767708,"spread":0.2314668167466449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336264,0.0002820018,0.0004559268,0.0003770619,0.001067084,0.00001724443,0.0008143896,0.0005027538,0.0002362598],"category_scores_gemma":[0.001716817,0.0002015951,0.0001099741,0.00134127,0.0003987158,0.0001288094,0.0008228321,0.001580845,0.0001862401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005679492,"about_ca_system_score_gemma":0.0007419412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004149156,"about_ca_topic_score_gemma":0.0004486283,"domain_scores_codex":[0.9967669,0.0008953721,0.0005348991,0.0005293569,0.0003713589,0.0009020626],"domain_scores_gemma":[0.9983135,0.0005936377,0.0002192414,0.0004504946,0.0001467874,0.0002763192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0295931,0.001379464,0.3732639,0.001613252,0.0003144694,0.008286761,0.1121136,0.0001621332,0.00600339,0.2979576,0.03888666,0.1304257],"study_design_scores_gemma":[0.002805352,0.0004948788,0.08765336,0.0005683814,0.00003713985,0.00001019795,0.05314294,0.0002773618,0.0006842169,0.001403207,0.8522658,0.0006571736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288572,0.0001949998,0.000704598,0.05933049,0.000236168,0.001191693,0.0000263733,0.0007923868,0.008666104],"genre_scores_gemma":[0.9944077,0.0001200262,0.0003515846,0.004244357,0.00004092033,0.00001926113,0.000006875066,0.00001896621,0.0007902703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8133792,"threshold_uncertainty_score":0.8220809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6986559992","doi":"","title":"Possible impacts of goods & services tax on the small & medium enterprises","year":2015,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Goods and services; Revenue; Small and medium-sized enterprises; Empirical research; Descriptive research; Empirical evidence; Affect (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03421817861984153,"gpt":0.2379836608787231,"spread":0.2037654822588816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006046188,0.0009602095,0.001125183,0.002967605,0.0001871466,0.00007003437,0.004112056,0.002150028,0.002308319],"category_scores_gemma":[0.0004538061,0.0006703273,0.000382876,0.003746317,0.001508383,0.00009540049,0.001636746,0.001383285,0.005135156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005153819,"about_ca_system_score_gemma":0.000233073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008330574,"about_ca_topic_score_gemma":0.006480094,"domain_scores_codex":[0.9962569,0.0003598952,0.0004070406,0.001085064,0.0009037969,0.0009872514],"domain_scores_gemma":[0.9958145,0.0002645317,0.001057495,0.002320278,0.000212436,0.0003307299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004821203,0.001185086,0.002702622,0.0003701525,0.0008522004,0.0002952518,0.0002319662,0.000008546677,0.005873174,0.03310467,0.9544601,0.0004341317],"study_design_scores_gemma":[0.000769749,0.0002490475,0.0002075367,0.0009804029,0.0002473634,0.00001434776,0.0005082294,0.000001959495,0.0007587016,0.001201653,0.9943241,0.0007369007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03691255,0.0007980103,0.0001122942,0.001425265,0.000371435,0.001364795,0.002157547,0.004119334,0.9527388],"genre_scores_gemma":[0.03542957,0.0005472345,0.001933719,0.0002219866,0.0001804435,0.000007682407,0.0004199911,0.0008736292,0.9603857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03986403,"threshold_uncertainty_score":0.9995748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589931047","doi":"","title":"Autonomous tennis ball retriever","year":2008,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Video Analysis and Summarization","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":"","keywords":"Labrador Retriever; Ball (mathematics); Tennis ball; Physical medicine and rehabilitation; Computer science; Medicine; Engineering; Mechanical engineering; Mathematics; Surgery; sports equipment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01096055144781497,"gpt":0.1909322754074744,"spread":0.1799717239596595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001490544,0.0003931051,0.0005437903,0.001101544,0.000440625,0.0001200673,0.002538815,0.001267243,0.00008411092],"category_scores_gemma":[0.0001595555,0.0003747765,0.0003584625,0.002899228,0.0001437709,0.0004619483,0.000403859,0.0007178166,0.0001847031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031532,"about_ca_system_score_gemma":0.0001790869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005090248,"about_ca_topic_score_gemma":0.00008126539,"domain_scores_codex":[0.9976957,0.00008470034,0.00031848,0.0009951083,0.0004523626,0.0004535941],"domain_scores_gemma":[0.9982612,0.00006381078,0.0003262253,0.0009870287,0.0002348784,0.0001268826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001011362,0.0005587898,0.001654267,0.00007764306,0.000407438,0.003043638,0.0004348301,0.00008363641,0.001523707,0.8543178,0.01925476,0.1185423],"study_design_scores_gemma":[0.0008980195,0.0003419471,0.009838751,0.0001578605,0.00024146,0.00003813102,0.0006664345,0.008883537,0.003245951,0.007805687,0.966014,0.001868175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1259261,0.001465354,0.4353611,0.004878499,0.002617894,0.001708693,0.00006035928,0.01182527,0.4161567],"genre_scores_gemma":[0.6608738,0.002277338,0.01708404,0.0003467055,0.0001206949,0.00000643401,0.001024644,0.0000731355,0.3181932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9467593,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346862512","doi":"","title":"An analysis of stockbroking firms' recommendations","year":2014,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","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":"Business","authors":[{"name":"Hock Sin Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02524047105398341,"gpt":0.2087192967802825,"spread":0.1834788257262991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002109151,0.0002437021,0.0008283067,0.002796885,0.00009667352,0.00003041531,0.0007306511,0.0006735436,0.003906605],"category_scores_gemma":[0.0000843604,0.0002697664,0.0002789003,0.001775882,0.0002893496,0.000113922,0.000139305,0.0002665428,0.0001080559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050706,"about_ca_system_score_gemma":0.00001529735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004265851,"about_ca_topic_score_gemma":0.0002439179,"domain_scores_codex":[0.9987487,0.00003125595,0.0003487794,0.0005630152,0.00004371957,0.000264528],"domain_scores_gemma":[0.998546,0.00004510179,0.0006692547,0.0006553027,0.00002230564,0.00006202234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005885299,0.0001246398,0.004107293,0.00001938916,0.0003865075,0.000006733468,0.00001120935,0.00001786654,0.000005730731,0.9543025,0.03988243,0.001129758],"study_design_scores_gemma":[0.0001844592,0.0001250962,0.003927292,0.00004892338,0.0001845251,2.207622e-7,0.0001142463,0.0008184227,0.000006954546,0.008692408,0.9855464,0.0003510323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001575958,0.0003531299,0.009996313,0.0004608316,0.0002307083,0.0002247531,0.0005542576,0.0005502338,0.9860538],"genre_scores_gemma":[0.3716253,0.002616407,0.006114318,0.0002499064,0.0001427012,0.000008446144,0.0008006358,0.0002788216,0.6181635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.945664,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2523899352","doi":"","title":"Arsenic adsorption from water : review of technologies and development of synthetic granular adsorbents","year":2012,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Arsenic contamination and mitigation","field":"Environmental 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":"","keywords":"Adsorption; Chemistry; Arsenic; Environmental science; Environmental chemistry; Chemical engineering; Organic chemistry; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065968484137562,"gpt":0.1865243866929772,"spread":0.1758647018516016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001369919,0.000196809,0.0003569782,0.0002407673,0.00003753988,0.00000229284,0.0003622353,0.0004749113,0.003858778],"category_scores_gemma":[0.00004605662,0.0001536025,0.00006328462,0.0002375114,0.0005771226,0.00006356466,0.0005651845,0.000172038,0.0001259593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071151,"about_ca_system_score_gemma":0.00000886978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003890063,"about_ca_topic_score_gemma":0.00004474929,"domain_scores_codex":[0.9989774,0.00004383443,0.0002329396,0.0003246882,0.0002255346,0.0001956615],"domain_scores_gemma":[0.9993611,0.00002082109,0.000247711,0.0003246413,0.00001124737,0.00003445469],"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":[0.00002981777,0.0004915606,0.005362661,0.001665892,0.0001683298,0.00002798969,0.0002738115,5.609626e-7,0.04314226,0.005959528,0.01134973,0.9315279],"study_design_scores_gemma":[0.0003217347,0.0000384798,0.001289296,0.002521561,0.0001232176,0.000002594925,0.000412736,0.000007173546,0.03118256,0.0004849035,0.9632782,0.0003375265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3482538,0.03647019,0.01967254,0.003905346,0.0007446888,0.006442341,0.0003451335,0.00651728,0.5776487],"genre_scores_gemma":[0.8736053,0.025036,0.01244092,0.00006216722,0.0000131609,0.00001197467,0.0002355874,0.0001307575,0.08846419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9519285,"threshold_uncertainty_score":0.9970518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2506667850","doi":"","title":"The energy and telecommunications sectors in Western Canada.","year":2008,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Canadian Policy and Governance","field":"Social 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":"Telecommunications; Business; Geography; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01188213373688649,"gpt":0.2196184852861462,"spread":0.2077363515492597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001026339,0.0001355786,0.0001699579,0.0001828249,0.001079746,0.00003414509,0.0008708063,0.0004368322,0.00001238623],"category_scores_gemma":[0.0002366201,0.0001252781,0.00004025263,0.0008527933,0.0005034016,0.00006930653,0.0000739833,0.0003717889,0.000001380403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006612698,"about_ca_system_score_gemma":0.001054626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9313304,"about_ca_topic_score_gemma":0.999585,"domain_scores_codex":[0.9989793,0.0001250845,0.0001220292,0.0002302372,0.000198898,0.0003444725],"domain_scores_gemma":[0.9991909,0.0002424997,0.0001286655,0.0002974193,0.00004356304,0.00009695205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004678181,0.00006001011,0.005396039,0.00001391823,0.00005215696,0.0003861379,0.002108215,0.000005189969,0.00002302868,0.9056152,0.06063718,0.02565617],"study_design_scores_gemma":[0.00008975895,0.000008435592,0.009931247,0.00002919738,0.00000743855,0.000001316471,0.003073882,0.000002195141,0.00002094422,0.0006214107,0.9860522,0.0001620214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7419628,0.003282912,0.00001458192,0.03601933,0.0005122785,0.0005699086,0.0002320176,0.000380137,0.217026],"genre_scores_gemma":[0.7481695,0.01659002,0.0000258873,0.0003305229,0.00004191463,0.000004738726,0.00005054019,0.00001405116,0.2347728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.925415,"threshold_uncertainty_score":0.8304643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7012921194","doi":"","title":"Erdene","year":2012,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Girl; Quarter (Canadian coin); Shot (pellet); Style (visual arts)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01736072752488681,"gpt":0.197786258534772,"spread":0.1804255310098852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002073003,0.0007648832,0.0008270583,0.003735906,0.0001621267,0.00003457097,0.002169752,0.002950743,0.01318243],"category_scores_gemma":[0.0001495598,0.0007312905,0.0003413946,0.003241353,0.001179796,0.0001360531,0.001241989,0.00124642,0.03380544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005194429,"about_ca_system_score_gemma":0.00005857445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007239811,"about_ca_topic_score_gemma":0.00006839218,"domain_scores_codex":[0.9970345,0.0001420076,0.0002152133,0.0009840084,0.0004893212,0.001134954],"domain_scores_gemma":[0.997741,0.0000616832,0.0004083613,0.001438719,0.00005647762,0.0002937304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003059662,0.0002846713,0.0003220397,0.0000348149,0.000180898,0.0006074726,0.000005927741,3.849341e-7,0.0006632239,0.2447129,0.7486075,0.004549563],"study_design_scores_gemma":[0.0006107945,0.00006900413,0.00009925503,0.0001558933,0.0002105759,0.00002433934,0.00009518614,0.000002698255,0.0002610201,0.0006436364,0.9969015,0.0009260668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001565712,0.0009818544,0.0004657382,0.0003095809,0.0003348135,0.000560681,0.0002752349,0.01265227,0.9842632],"genre_scores_gemma":[0.004578067,0.00028598,0.002283525,0.00004854396,0.0002335265,0.000002990364,0.0001181382,0.0009622665,0.991487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2482941,"threshold_uncertainty_score":0.9995138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6983311786","doi":"","title":"Married to Singapore : what are migrant wives saying 'I do' to?","year":2021,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","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":"Immigration; Face (sociological concept); Quarter (Canadian coin); Migrant workers; Domestic violence; Pandemic","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03950101766717374,"gpt":0.2925360884737057,"spread":0.253035070806532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001676971,0.0008662002,0.001011565,0.003718389,0.000297347,0.000203697,0.001556776,0.001795843,0.010161],"category_scores_gemma":[0.0006534131,0.0008227587,0.0003438648,0.005486087,0.0004215091,0.0001548164,0.001081009,0.0008934715,0.001194901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032661,"about_ca_system_score_gemma":0.0000626607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312461,"about_ca_topic_score_gemma":0.0001660583,"domain_scores_codex":[0.9958434,0.0002254536,0.0003225967,0.002130948,0.000489366,0.0009882704],"domain_scores_gemma":[0.9973133,0.0002319396,0.0004278736,0.00132702,0.0002510829,0.0004487409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003656328,0.001423101,0.01334877,0.0001793721,0.001068213,0.004534129,0.0008786581,0.00000197591,0.0003067606,0.008288849,0.5593314,0.4102732],"study_design_scores_gemma":[0.0008546464,0.0002413004,0.00229574,0.001499511,0.0001703579,0.00002594028,0.01341783,3.27233e-7,0.0001531915,0.0005166138,0.9798577,0.0009668833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01087805,0.0287971,0.00953625,0.005760803,0.004450437,0.002854421,0.0004218539,0.004701569,0.9325995],"genre_scores_gemma":[0.04616056,0.01567283,0.005228734,0.001239916,0.0004521576,0.00006198746,0.0001928513,0.0005913186,0.9303997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4205263,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320328319","doi":"","title":"Design of high performance quarter-micron retrograde well P-channel MOSFET","year":2008,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Advancements in Semiconductor Devices and Circuit Design","field":"Engineering","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":"MOSFET; Quarter (Canadian coin); Engineering; Electrical engineering; Geography; Transistor; Voltage","authors":[{"name":"Toe Naing Swe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01474415367033869,"gpt":0.1861246996979,"spread":0.1713805460275613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008060211,0.0004785329,0.0006121145,0.0005642749,0.000143224,0.0000134178,0.0008760115,0.001023347,0.0001061297],"category_scores_gemma":[0.00001218599,0.0005057881,0.000134322,0.0008543087,0.0001804604,0.0002249309,0.00004586583,0.0007521778,0.0000582763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509908,"about_ca_system_score_gemma":0.00003112769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001218579,"about_ca_topic_score_gemma":0.000003587681,"domain_scores_codex":[0.9983401,0.00003935953,0.0003563686,0.000497577,0.0002778757,0.0004886904],"domain_scores_gemma":[0.9990371,0.00005302627,0.0002157882,0.0005326095,0.00008701242,0.00007446614],"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":[0.002185267,0.002845216,0.001839273,0.008366555,0.004322365,0.003792174,0.004227332,0.1688759,0.5564812,0.04394266,0.04942825,0.1536938],"study_design_scores_gemma":[0.00702507,0.004084422,0.003166556,0.00346499,0.001396668,0.000171372,0.01701048,0.02835545,0.6842117,0.007008526,0.2349786,0.009126112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428154,0.00160905,0.03326019,0.00002446499,0.0012732,0.001056275,0.00006224665,0.002522443,0.01737669],"genre_scores_gemma":[0.9874398,0.005349193,0.001234015,0.000008460293,0.00003682573,0.000005879568,0.0002641952,0.00006856847,0.005593088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855504,"threshold_uncertainty_score":0.9997393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7063472830","doi":"","title":"论儿童本位翻译 ：以目的论分析《彼得·潘》两个中译本 = A study of child-centeredness in two Chinese Peter Pan versions from the perspective of the Skopos theory","year":2022,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Skopos theory; Perspective (graphical); Focus (optics); Translation studies; Translation (biology); China","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007773289718968275,"gpt":0.2373297917932265,"spread":0.2295565020742583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002161118,0.0003095984,0.0004706034,0.0004711198,0.0002039066,0.00001396866,0.002159037,0.0001251342,0.09763129],"category_scores_gemma":[0.00006337373,0.0001898042,0.0002553319,0.001417864,0.0005609294,0.00001556997,0.002613513,0.0009848245,0.00001107972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007442918,"about_ca_system_score_gemma":0.00008436441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007894479,"about_ca_topic_score_gemma":0.00231762,"domain_scores_codex":[0.9979223,0.0005289755,0.0002351216,0.0005436101,0.0004737397,0.0002962354],"domain_scores_gemma":[0.9981767,0.0002930658,0.0003098643,0.00111485,0.0000639698,0.00004157089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008141969,0.0137519,0.4002008,0.00006217897,0.002008752,0.0002368073,0.004650931,0.00002199404,0.0005438016,0.4884236,0.05248438,0.03680064],"study_design_scores_gemma":[0.009856329,0.0009791367,0.1125491,0.0004271993,0.000495326,0.00000156314,0.2103706,0.0000613505,0.00009947414,0.009398291,0.6547267,0.001034953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2467454,0.00009385674,0.00002830844,0.001227856,0.0001249738,0.001786998,0.0004123282,0.0000975615,0.7494828],"genre_scores_gemma":[0.9138891,0.00001631916,0.00001836153,0.00002240418,0.00004201239,0.00001491427,0.00002709932,0.00004967186,0.08592017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6671436,"threshold_uncertainty_score":0.9987121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2937804831","doi":"","title":"Generative models for speech emotion synthesis","year":2019,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Emotion and Mood Recognition","field":"Psychology","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":"Generative grammar; Speech recognition; Computer science; Speech synthesis; Communication; Generative model; Linguistics; Natural language processing; Artificial intelligence; Psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0473941793534672,"gpt":0.2576298737440288,"spread":0.2102356943905616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001303508,0.0003574414,0.0004754352,0.001047665,0.0001050552,0.000020239,0.000498939,0.001856582,0.003254679],"category_scores_gemma":[0.00007125019,0.0003412724,0.0002764448,0.0004621728,0.000224739,0.0000686934,0.0001313163,0.0003995577,0.001395263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145384,"about_ca_system_score_gemma":0.0000285795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000047882,"about_ca_topic_score_gemma":0.00003378407,"domain_scores_codex":[0.9983641,0.0001312492,0.0001685896,0.0007787812,0.0001549599,0.0004023506],"domain_scores_gemma":[0.998939,0.0001218259,0.0002487664,0.0005367757,0.00007789755,0.00007567187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008538696,0.0003583065,0.00001118219,0.00006623026,0.0003160175,0.0001046401,0.00004863832,0.000006634702,0.0001587274,0.4097603,0.5213014,0.06778251],"study_design_scores_gemma":[0.0008724885,0.0001959473,0.00001310668,0.0001840665,0.0001969315,0.00001488594,0.0007747076,0.0002075692,0.0004736756,0.006950604,0.9895645,0.0005515166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001936799,0.0001261527,0.07718578,0.0007886293,0.0007941545,0.001175046,0.000269058,0.001674607,0.9177929],"genre_scores_gemma":[0.005048724,0.0002126859,0.00522669,0.0001317866,0.000172455,0.00002152475,0.0001474622,0.0002081605,0.9888305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4682631,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6986558373","doi":"","title":"Portugal : stuck between two giants","year":2021,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Investment (military); Beijing; China; Government (linguistics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03372132143318241,"gpt":0.2465895669036055,"spread":0.2128682454704231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002746992,0.001006976,0.001439228,0.003673296,0.0002209797,0.00007132636,0.002619578,0.002628694,0.01060273],"category_scores_gemma":[0.0002726534,0.001027174,0.0005131628,0.004889688,0.001225125,0.0001186876,0.002041603,0.001862525,0.005083021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006894578,"about_ca_system_score_gemma":0.0002138389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840425,"about_ca_topic_score_gemma":0.000204234,"domain_scores_codex":[0.9955126,0.0002642694,0.0003879718,0.001789623,0.0008036541,0.001241876],"domain_scores_gemma":[0.9969937,0.0001133253,0.0005985938,0.001795416,0.0001274073,0.0003715932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005957122,0.0006567669,0.01155666,0.0001396069,0.001275194,0.01393904,0.00001889159,0.000002112848,0.001509191,0.1169797,0.8359615,0.0179018],"study_design_scores_gemma":[0.001321946,0.0001142924,0.00182033,0.0004497164,0.0003387158,0.00002771684,0.0002394719,0.000003844454,0.0002676446,0.0006029042,0.9935682,0.001245249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002374008,0.0007714105,0.0005884807,0.0004157769,0.0002847669,0.0007549572,0.0008090538,0.008383389,0.9856182],"genre_scores_gemma":[0.01853656,0.0002555642,0.002405535,0.00005271275,0.0003218735,0.000003347639,0.0006721487,0.001011443,0.9767408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1576067,"threshold_uncertainty_score":0.9992179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2256163503","doi":"","title":"Agriculture and related industries in western Canada.","year":2008,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","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":"Agriculture; Geography; Economic geography; Regional science; Archaeology","authors":[{"name":"Li Cheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042707527518927,"gpt":0.150031279208617,"spread":0.1396042039334277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001055023,0.0003359497,0.000669421,0.0005302186,0.0001511908,0.00003681653,0.0004912415,0.001503864,0.00006440489],"category_scores_gemma":[0.00009871581,0.0003357902,0.00008095056,0.000819063,0.0001096296,0.0001925542,0.0001196686,0.0009935539,0.00003543951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029313,"about_ca_system_score_gemma":0.00009844412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02037618,"about_ca_topic_score_gemma":0.2567626,"domain_scores_codex":[0.9984619,0.00001644697,0.000437705,0.0006823476,0.0000427129,0.0003588843],"domain_scores_gemma":[0.9991657,0.00004486179,0.0004107618,0.0002465878,0.0000373768,0.00009475568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002965503,0.000547296,0.1768922,0.0002578832,0.0007156987,0.003680416,0.0009115349,0.00003357702,0.0001425717,0.7261442,0.08423045,0.006147615],"study_design_scores_gemma":[0.000974908,0.0001063761,0.1896491,0.0001395429,0.00002969059,0.00004440895,0.002227278,0.000006744503,0.0001597765,0.006546852,0.7990145,0.001100785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8495686,0.002949733,0.000001528201,0.001142926,0.0003484692,0.0003088592,0.0001472821,0.0001607,0.1453719],"genre_scores_gemma":[0.8907089,0.004980151,0.0000411477,0.00006954569,0.0000302083,0.000003974271,0.0005633447,0.00002378808,0.1035789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7195973,"threshold_uncertainty_score":0.9999094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000059835","doi":"","title":"Elderly fall detection","year":2022,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Government (linguistics); Quarter (Canadian coin); Population; Elderly people; Isolation (microbiology); Population ageing; Directory","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01225673438100489,"gpt":0.1872377227845006,"spread":0.1749809884034957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002105542,0.0006694937,0.000672387,0.004613589,0.000369304,0.00004460973,0.001995516,0.001860582,0.01458682],"category_scores_gemma":[0.0001733689,0.0007119848,0.0003659606,0.004517111,0.000693267,0.0001128256,0.00135615,0.001843934,0.005815906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224743,"about_ca_system_score_gemma":0.00006642986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002740169,"about_ca_topic_score_gemma":0.000808157,"domain_scores_codex":[0.9968928,0.0002362209,0.000222236,0.001256623,0.0006054834,0.0007866081],"domain_scores_gemma":[0.9980568,0.00006454358,0.0004287884,0.001240211,0.00004709214,0.0001626158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001916788,0.0006685621,0.0004635348,0.00008628299,0.0005105085,0.003445781,0.00002369955,0.000009887985,0.00406434,0.1121619,0.8267897,0.05158412],"study_design_scores_gemma":[0.0007138288,0.0003974311,0.00005313981,0.00004671721,0.0001579225,0.00003437096,0.0003600212,0.00001385751,0.0002206776,0.0007576427,0.9963971,0.000847278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001341652,0.0003254611,0.0009836425,0.0001973724,0.0003574021,0.0007849669,0.0002958907,0.01527944,0.9804342],"genre_scores_gemma":[0.01431098,0.0001998279,0.0006492357,0.000045407,0.00009813155,0.00001058369,0.0001442619,0.0008771069,0.9836645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1696074,"threshold_uncertainty_score":0.9995331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527956370","doi":"","title":"Landmines and civilian security in Eastern Burma : implications for humanitarian engagement.","year":2013,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Asian Geopolitics and Ethnography","field":"Social 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":"Political science; Geography; Criminology; Public administration; Sociology","authors":[{"name":"Alex Bookbinder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0331333483910772,"gpt":0.288928915436758,"spread":0.2557955670456808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002395338,0.0001901285,0.000252149,0.0006456751,0.0007933166,0.00007511553,0.0005153394,0.0006784076,0.00006657183],"category_scores_gemma":[0.0001554547,0.0002007808,0.0001062496,0.0006445507,0.0003680731,0.0001495675,0.00008958933,0.000389048,0.00001052868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009531535,"about_ca_system_score_gemma":0.00006078138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304541,"about_ca_topic_score_gemma":0.01996563,"domain_scores_codex":[0.9988171,0.00008218815,0.0001588355,0.0004049419,0.0001167203,0.0004202551],"domain_scores_gemma":[0.9993216,0.0001083592,0.000122608,0.00022026,0.0001199461,0.0001072111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002139566,0.0001452101,0.01389602,0.00008725362,0.00004349226,0.00001247574,0.006483818,1.469581e-7,0.00003611509,0.9698943,0.001386631,0.007993078],"study_design_scores_gemma":[0.0006187909,0.0001243876,0.0252422,0.0001333922,0.0000970822,4.325128e-7,0.1138311,0.00002079034,0.0000237273,0.1521268,0.7071862,0.0005951967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8000536,0.000231303,0.0000994787,0.003386824,0.0002140021,0.00137962,0.0000974916,0.0004204243,0.1941173],"genre_scores_gemma":[0.9846969,0.0001904495,0.0002206272,0.00003121934,0.00006415573,0.00002627505,0.0002358134,0.000015143,0.01451938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177676,"threshold_uncertainty_score":0.9979175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2255934799","doi":"","title":"Relationship between external wealth, trade balance, and the real exchange rate : a case study on the US.","year":2010,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Balance of trade; Exchange rate; Economics; Balance (ability); Monetary economics; Business; International economics; Psychology","authors":[{"name":"Andrew Chia","is_ca":false},{"name":"Ming Hui Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08925830091584662,"gpt":0.2279426733283033,"spread":0.1386843724124566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009163138,0.0003258595,0.0006252548,0.0006016046,0.0004043042,0.00006930678,0.0006909554,0.0007123344,0.0005488019],"category_scores_gemma":[0.000158129,0.0002296904,0.000147274,0.0003534205,0.0006550621,0.0000749054,0.0002193968,0.001236811,0.0002079748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009096474,"about_ca_system_score_gemma":0.00001137036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003240505,"about_ca_topic_score_gemma":0.000567188,"domain_scores_codex":[0.9985112,0.0001441025,0.000326608,0.0005878246,0.00003828856,0.0003919515],"domain_scores_gemma":[0.99807,0.0005578505,0.000502346,0.0007697145,0.000002915592,0.00009717495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001068778,0.0001966813,0.3891349,0.00003837522,0.0002394739,0.00122524,0.0005749062,0.000004415014,4.506253e-7,0.5864278,0.02080169,0.001249218],"study_design_scores_gemma":[0.003518427,0.0003679645,0.1879285,0.00006103527,0.0001322639,0.0001442309,0.001153283,0.0002700581,0.00000125498,0.02409128,0.7815233,0.0008083812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6638449,0.0004220506,0.0001727364,0.005274168,0.0002331412,0.001388615,0.0004587463,0.0003720118,0.3278336],"genre_scores_gemma":[0.9117181,0.0004132548,0.00004762204,0.0002005589,0.000192397,0.000008954663,0.00000857846,0.00007294257,0.08733753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7607216,"threshold_uncertainty_score":0.9366502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024187766","doi":"","title":"Report on industrial attachment with Pratt & Whitney Canada (SEA) Pte Ltd","year":2009,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Excellence; World class; Aviation; Process (computing); Production (economics); Unit (ring theory); Total quality management","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02738436129184469,"gpt":0.2215467556083268,"spread":0.1941623943164821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003406313,0.001205409,0.001258169,0.002559765,0.0002979409,0.00007315507,0.001968211,0.002840199,0.001528218],"category_scores_gemma":[0.0003559192,0.001039385,0.0002259346,0.003824258,0.0007814537,0.0001043096,0.0005398568,0.002564847,0.0009553275],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003965624,"about_ca_system_score_gemma":0.001645846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07285552,"about_ca_topic_score_gemma":0.4644662,"domain_scores_codex":[0.9945185,0.000222044,0.0004665306,0.001972665,0.001540662,0.001279625],"domain_scores_gemma":[0.995876,0.00008590836,0.001120251,0.002310128,0.0001507098,0.0004569744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003505149,0.000398174,0.004203048,0.00001461429,0.0003522895,0.01820944,0.000004089783,0.00002268606,0.00004677222,0.01245146,0.9625422,0.001404663],"study_design_scores_gemma":[0.001805572,0.0005263549,0.0004443261,0.0005479526,0.0002680882,0.0001755674,0.00006924285,0.000001480325,0.0001409674,0.00006961681,0.9946104,0.001340409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005884213,0.00008415835,0.0001810771,0.002471102,0.0004317841,0.001853352,0.0007148588,0.005756442,0.982623],"genre_scores_gemma":[0.0109323,0.00004639627,0.001015582,0.000212695,0.0002796252,0.000007698796,0.0007234766,0.0006536719,0.9861286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3916106,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2724566967","doi":"","title":"Thin dielectric films with low dielectric constants for quarter micron devices","year":2009,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Copper Interconnects and Reliability","field":"Materials 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":"","keywords":"Dielectric; Materials science; Quarter (Canadian coin); High-κ dielectric; Optoelectronics; Engineering physics; Electrical engineering; Engineering; Geography","authors":[{"name":"Chee Tee Chua","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00699865017722182,"gpt":0.2111357574014983,"spread":0.2041371072242764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002411064,0.0005003341,0.0006645049,0.0006178694,0.0003894106,0.0001159769,0.001044413,0.001035856,0.0002605626],"category_scores_gemma":[0.0001484717,0.0003695555,0.0002199628,0.001111623,0.0002510231,0.0001944988,0.00006683215,0.0005860679,0.00006469408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364734,"about_ca_system_score_gemma":0.0001734921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006656414,"about_ca_topic_score_gemma":0.0006612134,"domain_scores_codex":[0.9975726,0.00008002084,0.0003185815,0.001028663,0.000286589,0.0007135419],"domain_scores_gemma":[0.9985405,0.0002272256,0.0003345669,0.0005273159,0.0002622366,0.0001081871],"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":[0.008733111,0.003441065,0.001027007,0.001959371,0.0004795389,0.001276756,0.0009329115,0.00006083313,0.8012958,0.07303058,0.02131647,0.08644655],"study_design_scores_gemma":[0.006543385,0.01147643,0.007228417,0.002394391,0.001366939,0.00009881626,0.009573467,0.001450778,0.7819312,0.009737392,0.162542,0.005656741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826008,0.0005036601,0.0006477443,0.0004216332,0.0003488658,0.001183983,0.00009847186,0.0008738497,0.01332101],"genre_scores_gemma":[0.9906507,0.0001478158,0.001115854,0.0001030389,0.00003450341,0.00001213444,0.0002166574,0.00003087211,0.007688426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412256,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584492552","doi":"","title":"Prediction of rainfall-runoff processes through black-box techniques","year":2015,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Hydrological Forecasting Using AI","field":"Environmental 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":"","keywords":"Surface runoff; Black box; Environmental science; Hydrology (agriculture); Meteorology; Geology; Geography; Computer science; Artificial intelligence; Geotechnical engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02976402759871062,"gpt":0.2111886126105949,"spread":0.1814245850118842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002457015,0.0004306619,0.000560477,0.0003176965,0.00009901632,0.0000161748,0.001174333,0.001497929,0.002676183],"category_scores_gemma":[0.0004994175,0.0003673053,0.0001148411,0.00186135,0.002415843,0.0001548571,0.001015947,0.0005914376,0.0003458968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034833,"about_ca_system_score_gemma":0.00005348611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002769634,"about_ca_topic_score_gemma":0.00009741064,"domain_scores_codex":[0.9978334,0.00008927906,0.0002756943,0.0008009264,0.0005231363,0.0004775199],"domain_scores_gemma":[0.9987723,0.00005654675,0.0003961591,0.0006174791,0.00004432767,0.0001131776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008745597,0.000689289,0.00203066,0.0002448095,0.0001260193,0.0003311161,0.0002088292,0.0001888934,0.00227319,0.003381439,0.9834507,0.00698756],"study_design_scores_gemma":[0.0002355739,0.0003645591,0.00003548324,0.0002262653,0.00007070883,0.00001048895,0.00004325172,0.00005412893,0.001616771,0.002376699,0.9946068,0.0003592529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003974134,0.0001030343,0.002218671,0.0003417905,0.00009950147,0.0006385389,0.0001859327,0.004068339,0.9883701],"genre_scores_gemma":[0.06535764,0.0009493674,0.03024738,0.0002223431,0.0001836664,0.00001221471,0.0002241349,0.0004337062,0.9023696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08600051,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7026121390","doi":"","title":"北美自由贸易区与图们江地区开发的比较分析 = North-American Free Trade Agreement and Tumen River Area Development : a comparative analysis","year":2002,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","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":"Government (linguistics); Free trade agreement; Trade agreement; Joint (building); Free trade; International free trade agreement; Economic integration; Comparative advantage; Trade barrier","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02597109742930678,"gpt":0.2395345900805438,"spread":0.213563492651237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009226344,0.0004100501,0.0006963115,0.0009806117,0.0004443652,0.0001245842,0.0008578321,0.0001413303,0.0006078521],"category_scores_gemma":[0.00001605561,0.0003664774,0.00024556,0.002101518,0.0007162184,0.0001821387,0.0003070773,0.0004848016,0.00004241153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512848,"about_ca_system_score_gemma":0.0000934073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002592957,"about_ca_topic_score_gemma":0.001227448,"domain_scores_codex":[0.997799,0.00006909324,0.0002660502,0.0008250545,0.0005002771,0.000540538],"domain_scores_gemma":[0.998813,0.00007180255,0.0002834945,0.00053529,0.00007952725,0.0002168312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001090633,0.003898657,0.5431302,0.0002149952,0.01723949,0.0007773844,0.01395078,0.0002078108,0.0008684943,0.1772851,0.049519,0.1918175],"study_design_scores_gemma":[0.002831494,0.0005610569,0.6450157,0.0001464007,0.002170298,0.000001526749,0.06460145,0.0007411373,0.005540203,0.00382674,0.2716572,0.002906773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357447,0.00006790405,0.0007407534,0.0001589804,0.00005641666,0.0004213594,0.000227084,0.0001389318,0.06244389],"genre_scores_gemma":[0.9750338,0.00002848194,0.0009534499,0.000008728542,0.00001912881,0.00001233959,0.001252983,0.000009481004,0.02268163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221382,"threshold_uncertainty_score":0.9998787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587132120","doi":"","title":"An insight into the manufacturing industries in Western Canada","year":2008,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Canadian Policy and Governance","field":"Social 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":"Manufacturing; Engineering; Manufacturing engineering; Economic geography; Business; Geography; Marketing","authors":[{"name":"June Woo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01573681824477751,"gpt":0.228157706392352,"spread":0.2124208881475745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001248744,0.0002145234,0.0002537713,0.0003096023,0.0008175424,0.00005157016,0.001264134,0.0008479069,0.0000507349],"category_scores_gemma":[0.0001625952,0.0001908074,0.00005174863,0.0008559996,0.0004849256,0.0002202063,0.00006109226,0.0009386082,0.00000751199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273889,"about_ca_system_score_gemma":0.001665123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9622799,"about_ca_topic_score_gemma":0.9990184,"domain_scores_codex":[0.9984975,0.000142477,0.0001560035,0.0003794144,0.000374937,0.0004496727],"domain_scores_gemma":[0.9992266,0.00009931269,0.0001638946,0.0003333415,0.00003974897,0.0001371393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000462651,0.0004819538,0.03052669,0.0001557808,0.0002456787,0.01296678,0.1061851,0.000157112,0.0001919415,0.5101169,0.08910838,0.249401],"study_design_scores_gemma":[0.0001248099,0.00002052028,0.01641714,0.00005730793,0.00001095653,0.000001259922,0.01049996,0.000001067624,0.0006176175,0.0004821736,0.9714949,0.0002722499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582108,0.0001762596,0.000002452982,0.005978211,0.0002356737,0.0002823123,0.00004003831,0.0001502822,0.034924],"genre_scores_gemma":[0.936318,0.0008332467,0.00001017058,0.0003952236,0.00008041372,0.000002632167,0.00005285464,0.0000131407,0.06229436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8823866,"threshold_uncertainty_score":0.77809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027107281","doi":"","title":"Childhoods in Peter Pan: a postmodern enquiry into the construction of childhood beyond the eternal child","year":2023,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Primate Behavior and Ecology","field":"Psychology","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":"Postmodernism; Embodied cognition; Relevance (law); Character (mathematics); Childhood studies","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0115073665334503,"gpt":0.2401310353904025,"spread":0.2286236688569522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002717539,0.0004033366,0.0005682866,0.0009049282,0.0001962982,0.00001817019,0.001605739,0.001437272,0.001365344],"category_scores_gemma":[0.0000551822,0.0002679696,0.0002688518,0.001023249,0.001553919,0.00005145424,0.0007150195,0.001421795,0.0003145612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418222,"about_ca_system_score_gemma":0.0000410356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006545559,"about_ca_topic_score_gemma":0.001265557,"domain_scores_codex":[0.997956,0.0002517403,0.0003275863,0.0006807791,0.0002246025,0.0005593053],"domain_scores_gemma":[0.9984159,0.0001502647,0.0003613464,0.0009930711,0.0000265577,0.00005286477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004888618,0.002915942,0.08635773,0.0001006376,0.001707155,0.002623539,0.008422892,0.000006051825,0.0003060837,0.6353957,0.060595,0.2010804],"study_design_scores_gemma":[0.002825973,0.0006109963,0.3215422,0.0002869094,0.0004200415,0.0004123175,0.005340235,0.000005640645,0.00009463004,0.007715276,0.6596872,0.001058587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1856536,0.0008917249,0.0001935639,0.005872902,0.002417585,0.001972992,0.000170003,0.002763979,0.8000637],"genre_scores_gemma":[0.8978701,0.001263149,0.0004615501,0.0005747986,0.0003568124,0.00005248297,0.00007066534,0.0006591103,0.09869128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7122166,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6995836294","doi":"","title":"persoN : a person life story","year":2021,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Narrative; Fell; Power (physics); Storytelling; Quarter (Canadian coin); Personal life","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03529249286185146,"gpt":0.2031087265624014,"spread":0.16781623370055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0002794225,0.0009848707,0.001186031,0.003999357,0.0003356189,0.00006928893,0.002051566,0.003345982,0.01343693],"category_scores_gemma":[0.0006477839,0.001022175,0.000644437,0.003957173,0.001343354,0.0001094263,0.0006493594,0.00242004,0.004443476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143199,"about_ca_system_score_gemma":0.0003266323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001665817,"about_ca_topic_score_gemma":0.0001738719,"domain_scores_codex":[0.9957873,0.0004119768,0.000174769,0.001782979,0.0007386054,0.00110443],"domain_scores_gemma":[0.9973292,0.0001113159,0.0004692789,0.001539557,0.0001167615,0.0004339237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006345105,0.0003617387,0.0002251684,0.0001283242,0.0004521291,0.003701136,0.0001075967,0.000001207663,0.001432386,0.04509799,0.9458634,0.002565422],"study_design_scores_gemma":[0.000967952,0.0001535289,0.0001749903,0.0004901181,0.0002618784,0.00003076598,0.006881813,0.00002390466,0.00007336288,0.00003161267,0.9896826,0.001227452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001339876,0.00380537,0.0002802648,0.001612998,0.0004019429,0.0007125829,0.0003064806,0.00941385,0.9821267],"genre_scores_gemma":[0.008949741,0.0003431581,0.001598496,0.0001545241,0.0002297679,0.000003663451,0.0002291091,0.0009941802,0.9874974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04506638,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7069144760","doi":"","title":"Adulting follies","year":2021,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Historical Art and Architecture Studies","field":"Arts and Humanities","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":"Cultural exchange; Documentation; Soul; Information exchange; Perception; George (robot); Cultural knowledge; Cultural diversity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02172362198608277,"gpt":0.1774744686613261,"spread":0.1557508466752434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004003707,0.000329577,0.0004747238,0.0005103258,0.0004874119,0.00004640226,0.0004866008,0.0003442897,0.009840114],"category_scores_gemma":[0.00008473409,0.0002704985,0.0002332682,0.0002114138,0.0009355924,0.00002833206,0.0004771767,0.0004961297,0.0002177038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008729018,"about_ca_system_score_gemma":0.00002058153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001385768,"about_ca_topic_score_gemma":0.001816974,"domain_scores_codex":[0.9987983,0.00004382629,0.0001312591,0.0004786308,0.0001819507,0.0003661001],"domain_scores_gemma":[0.9993938,0.00005869936,0.0001260512,0.0003124386,0.00004650816,0.0000625083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000065473,0.00007755907,0.00002729817,0.00006465567,0.000138471,0.000393498,0.0007593092,1.932531e-7,0.00001700519,0.5614266,0.428988,0.008100813],"study_design_scores_gemma":[0.0001728054,0.00004815439,0.000002604551,0.0001998873,0.00005215226,0.000001583531,0.002038945,0.000001553069,0.00001139401,0.0009642292,0.9961305,0.0003762157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000584226,0.001619359,0.0001125112,0.0009300664,0.0005351019,0.0001488325,0.0000399271,0.001590599,0.9949652],"genre_scores_gemma":[0.003843678,0.000346031,0.0004732141,0.00008739615,0.0006025637,0.000002020842,0.0000389861,0.000109592,0.9944965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5671425,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990326961","doi":"","title":"Developing an IoT bathroom speaker for elderly safety","year":2024,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Software; Classifier (UML); Artificial neural network; Precision and recall; Deep learning; Data collection; Noise (video); Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0370567409335553,"gpt":0.2573369907619384,"spread":0.2202802498283831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003888847,0.0009730716,0.001034232,0.003609697,0.0002490662,0.0001175763,0.002133565,0.002915544,0.00144834],"category_scores_gemma":[0.0002301259,0.0009352004,0.0004543481,0.003382723,0.0008718382,0.0001398513,0.0009399081,0.001223565,0.007381103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251103,"about_ca_system_score_gemma":0.0002327941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006432569,"about_ca_topic_score_gemma":0.0004480224,"domain_scores_codex":[0.9959841,0.0001255126,0.0003873782,0.001899219,0.000462459,0.00114135],"domain_scores_gemma":[0.9978654,0.0001051032,0.0003470523,0.001322537,0.0001222908,0.0002376461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001414186,0.0001623581,0.00002094941,0.0002300091,0.0003759294,0.0008700964,0.00002759788,0.000002380163,0.0004105664,0.6366363,0.3462845,0.01483786],"study_design_scores_gemma":[0.0008805501,0.0003518623,0.00002067193,0.0007110457,0.0003097981,0.00002574013,0.0004139373,0.00004726024,0.000197775,0.009949143,0.9857154,0.001376853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004584992,0.001096655,0.03091368,0.001658552,0.0008853118,0.002480584,0.001677166,0.02144928,0.9393803],"genre_scores_gemma":[0.001090802,0.0002138927,0.03713746,0.00009449289,0.0002991409,0.00001219688,0.0003497317,0.001701903,0.9591004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6394308,"threshold_uncertainty_score":0.9994645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7015587323","doi":"","title":"Synthesis of metal alloy catalysts using high-throughput experiments and machine learning optimization","year":2023,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Ternary operation; Workflow; Bayesian optimization; Alloy; Particle size; Copper; Catalysis; Throughput","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0312108286534508,"gpt":0.2300744354381594,"spread":0.1988636067847087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000236314,0.0005889836,0.0009882046,0.002893698,0.0001982482,0.00002875579,0.0007357895,0.001244601,0.000368644],"category_scores_gemma":[0.0005076333,0.0005917204,0.0001860432,0.002578898,0.0008395268,0.000193374,0.001072698,0.000595604,0.0001520345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963468,"about_ca_system_score_gemma":0.00004305928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174957,"about_ca_topic_score_gemma":0.0001114637,"domain_scores_codex":[0.9975406,0.0002207698,0.000311371,0.0009692504,0.0004485888,0.0005094219],"domain_scores_gemma":[0.9983992,0.000152124,0.000677685,0.00059131,0.00006771736,0.0001119881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002744455,0.008066329,0.02274241,0.003414844,0.02698512,0.01692695,0.001211228,0.1156725,0.3811228,0.3021754,0.07384098,0.045097],"study_design_scores_gemma":[0.008001576,0.001234775,0.0004066953,0.00546787,0.007160883,0.0001854088,0.004054782,0.05134463,0.1488241,0.0004658709,0.7641332,0.008720301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1475239,0.01063188,0.06033181,0.0009329875,0.002448844,0.01023372,0.0057084,0.1095065,0.652682],"genre_scores_gemma":[0.4417667,0.003301307,0.0740329,0.00001913579,0.0001517874,0.00001861195,0.0005647881,0.005002918,0.4751419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6902922,"threshold_uncertainty_score":0.9996534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527178326","doi":"","title":"Microwave bandpass filters with quarter-wavelength resonators","year":2013,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Microwave Engineering and Waveguides","field":"Engineering","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":"Band-pass filter; Resonator; Microwave; Wavelength; Quarter (Canadian coin); Optics; Materials science; Physics; Computer science; Telecommunications; Geography","authors":[{"name":"Bing Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00572927298165824,"gpt":0.1505382789623731,"spread":0.1448090059807148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006435246,0.0006521629,0.0005842202,0.001068279,0.00007103193,0.00004996592,0.0007585693,0.001159556,0.0007793073],"category_scores_gemma":[0.00001871103,0.0005764595,0.0001546957,0.0007656988,0.0002974995,0.00007727737,0.0001420243,0.0008385049,0.0004139141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235717,"about_ca_system_score_gemma":0.00002149635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004390441,"about_ca_topic_score_gemma":0.00004269984,"domain_scores_codex":[0.9983072,0.00002942053,0.0001952007,0.0005909055,0.000213672,0.0006636454],"domain_scores_gemma":[0.9989581,0.00004671271,0.00008578053,0.0007062816,0.00003265821,0.0001704598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001261322,0.00005269363,0.00004013801,0.0002085704,0.0003660611,0.000577348,0.00003139439,0.0001707298,0.001085832,0.01301572,0.9775385,0.006900453],"study_design_scores_gemma":[0.0005090709,0.0001131895,0.00002629678,0.0003661645,0.00007255234,0.00003145084,0.0001970242,0.001078468,0.001170704,0.00009253948,0.9954365,0.0009059864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003290772,0.001118346,0.05411464,0.0002188766,0.0005488474,0.0008132032,0.0001414871,0.01312417,0.9266297],"genre_scores_gemma":[0.1237146,0.001060485,0.0132132,0.00005130401,0.0002225951,0.00001308323,0.0001388917,0.001057289,0.8605285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1204238,"threshold_uncertainty_score":0.9996687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017564933","doi":"","title":"Canada-India row: a test of the “rules-based order”","year":2023,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","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":"Allegation; False accusation; Assertion; Terrorism; Sovereignty; Test (biology); Control (management)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009806134527234464,"gpt":0.1774585211845729,"spread":0.1676523866573384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001929942,0.0006584255,0.0008198204,0.001821837,0.0002073499,0.00001977033,0.003179612,0.001516347,0.0009102579],"category_scores_gemma":[0.001384352,0.0005126525,0.0003081913,0.007083271,0.001299859,0.00004301223,0.0009680684,0.001131634,0.0008444667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209766,"about_ca_system_score_gemma":0.001726084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1733643,"about_ca_topic_score_gemma":0.6361147,"domain_scores_codex":[0.9970179,0.0001469051,0.000299792,0.0008994274,0.0008296923,0.0008062873],"domain_scores_gemma":[0.9969319,0.0003863208,0.000671914,0.001715364,0.0001437315,0.0001507635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003984206,0.0003357132,0.005126564,0.0001074765,0.0002336426,0.001199523,0.000004747434,0.00002532118,0.0006534611,0.04441936,0.9464866,0.001367767],"study_design_scores_gemma":[0.0007767303,0.00008378964,0.002345535,0.0004515951,0.000180122,0.000004695497,0.0000976653,0.00004586214,0.0007440928,0.000175298,0.9944518,0.0006428703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001550433,0.0001974553,0.000122101,0.002308466,0.0005352723,0.001690813,0.005603355,0.01067569,0.9773164],"genre_scores_gemma":[0.04048004,0.00006691707,0.0007355037,0.0001719571,0.0000692831,0.00000720553,0.00008898536,0.001675472,0.9567046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4627503,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2277483267","doi":"","title":"E-collaboration in a pharmaceutical value chain","year":2008,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","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":"Value (mathematics); Pharmaceutical sciences; Business; Computer science; Medicine; Pharmacology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01478719621974557,"gpt":0.2474172383241086,"spread":0.232630042104363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001873048,0.0004136939,0.0004591995,0.00223087,0.0002725662,0.0001910041,0.0007688845,0.0008930349,0.0003180764],"category_scores_gemma":[0.0004512484,0.0004464898,0.0001297933,0.00498533,0.0001679354,0.0009446385,0.0002291709,0.000777618,0.0003672619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738461,"about_ca_system_score_gemma":0.0001221799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215655,"about_ca_topic_score_gemma":0.0007811073,"domain_scores_codex":[0.9980115,0.00003901085,0.0003726597,0.0007136214,0.0004279563,0.0004352311],"domain_scores_gemma":[0.9988777,0.00006826197,0.0003504221,0.0003724692,0.0003062274,0.00002489164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001273126,0.001304516,0.01208179,0.0006540154,0.0001551255,0.003007865,0.0003113353,0.0006628442,0.003253196,0.9228044,0.03275775,0.02173409],"study_design_scores_gemma":[0.001563213,0.00003094089,0.002292767,0.000279694,0.000117031,0.000003789786,0.00382178,0.002595479,0.0005722732,0.003314578,0.9844996,0.0009088682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.67713,0.0005147049,0.0009936971,0.005076481,0.00258241,0.002398741,0.00003634873,0.003294305,0.3079732],"genre_scores_gemma":[0.9793981,0.0004474004,0.000283337,0.0004864409,0.0004041142,0.00002402444,0.0008123372,0.00006585228,0.01807838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9517418,"threshold_uncertainty_score":0.9997987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2280649169","doi":"","title":"Announcement effect of macroeconomic indicators on the U.S. dollar/Canadian dollar exchange rate.","year":2002,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Liberian dollar; Economics; Exchange rate; Monetary economics; Us dollar; International economics; Finance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03155001231650594,"gpt":0.1766130857797499,"spread":0.145063073463244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006585905,0.0005019074,0.0009821075,0.002512807,0.0001849803,0.00004159863,0.001289466,0.001032649,0.01380921],"category_scores_gemma":[0.0001141219,0.000436393,0.0003312367,0.0006988788,0.0004826149,0.00007612035,0.0002032334,0.0005663197,0.003216769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816449,"about_ca_system_score_gemma":0.00002566701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006622821,"about_ca_topic_score_gemma":0.001810997,"domain_scores_codex":[0.9979805,0.00008994462,0.0004318924,0.0007533291,0.00004384431,0.0007004797],"domain_scores_gemma":[0.9979285,0.0001439786,0.0007202592,0.0009939172,0.00000498143,0.0002083447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009125796,0.0001528819,0.007624678,0.0001842874,0.0007090748,0.0001656674,0.00008548121,0.00009661903,0.000006405354,0.221135,0.7655627,0.004186012],"study_design_scores_gemma":[0.0006094598,0.0003517793,0.0003231877,0.0000699848,0.00003249366,0.000002445017,0.00003288128,0.0001148123,0.00008958798,0.0009230925,0.9969752,0.0004750115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03557692,0.001552345,0.00004116095,0.002386813,0.0004590662,0.001029954,0.001704227,0.0002973381,0.9569522],"genre_scores_gemma":[0.4593001,0.004670275,0.00008196013,0.0007386004,0.0002116132,0.00001598678,0.000120964,0.0002733798,0.5345871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4237232,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2258432940","doi":"","title":"Antimicrobial efficacy testing of antibiotic-containing biodegradable nanopolymers against biofilm and planktonic cells.","year":2009,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","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":"Antimicrobial; Biofilm; Antibiotics; Microbiology; Multidrug tolerance; Medicine; Bacteria; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00997149292684404,"gpt":0.1886685395558038,"spread":0.1786970466289598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009500935,0.000406969,0.0005135741,0.0004302066,0.0001273179,0.00002894799,0.0003966223,0.001270466,0.00001876569],"category_scores_gemma":[0.000073248,0.0003919714,0.0001340438,0.0004592694,0.000585012,0.000005554472,0.0003592607,0.0002861297,0.000006430896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778824,"about_ca_system_score_gemma":0.00007432701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010269,"about_ca_topic_score_gemma":0.00002812554,"domain_scores_codex":[0.9984468,0.00005491718,0.0002200234,0.0007067434,0.0001012185,0.0004703586],"domain_scores_gemma":[0.9990875,0.00002412721,0.0003267227,0.0004295177,0.00003917948,0.00009298642],"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":[0.00007971755,0.00009190232,0.0001929626,0.00004217172,0.00008185624,0.00009157587,0.000003606011,0.000001275198,0.977734,0.000246174,0.005776044,0.01565867],"study_design_scores_gemma":[0.0009070247,0.00047821,0.00009492274,0.0003817707,0.00008267888,0.00002059809,0.00008123888,0.000009623112,0.6981688,0.000002603345,0.2991947,0.0005778568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8476964,0.002125623,0.00009778445,0.0002235964,0.0004178396,0.0006467995,0.0002976924,0.000644171,0.1478501],"genre_scores_gemma":[0.9258698,0.00236178,0.01328197,0.000211693,0.0002407404,2.50332e-7,0.0004079299,0.0002785978,0.05734723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934187,"threshold_uncertainty_score":0.9998532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525807259","doi":"","title":"Dynamics between stock price and exchange rates in Australia, Canada and New Zealand.","year":2009,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","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":"Economics; Stock (firearms); Stock exchange; Financial economics; Geography; Finance","authors":[{"name":"Pei Wen. Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03159153214030597,"gpt":0.1975973874898165,"spread":0.1660058553495105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009686812,0.0002864478,0.0005866172,0.0006664695,0.000052428,0.00004329166,0.0003082724,0.0006344534,0.0002684838],"category_scores_gemma":[0.00004209805,0.0003134823,0.00003705337,0.0004893939,0.0001830136,0.00009095677,0.0001634125,0.00036274,0.00001093612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915568,"about_ca_system_score_gemma":0.00006142544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4024047,"about_ca_topic_score_gemma":0.4567172,"domain_scores_codex":[0.9988158,0.00001388432,0.0002276671,0.0005381012,0.00004045783,0.0003640469],"domain_scores_gemma":[0.9993726,0.00003382828,0.0002459202,0.0002269954,0.000006871774,0.0001137558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002406606,0.00006565716,0.2103561,0.0001166223,0.00008518978,0.0002821966,0.00003852342,9.185681e-7,8.862291e-7,0.5518586,0.2270886,0.01008266],"study_design_scores_gemma":[0.0005164465,0.0001158467,0.09836908,0.00009195843,0.00001290861,0.000002053743,0.00005334496,0.00002815261,0.000001320183,0.02981785,0.870521,0.0004700616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1634264,0.005971981,0.0003932369,0.006009869,0.0003484826,0.001430574,0.001272539,0.0006851708,0.8204618],"genre_scores_gemma":[0.0363757,0.003850457,0.0006389465,0.0001125635,0.00008246942,0.000001734074,0.00008226831,0.00007683653,0.958779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6434324,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2269765418","doi":"","title":"Business study mission (Western Canada) business and the environment","year":2010,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Mining and Resource Management","field":"Engineering","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":"Business; Business analysis; Business environment; Business transformation; Process management; Business administration; Electronic business; Engineering management; Business model; Engineering; Business relationship management; Marketing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00626581859574043,"gpt":0.1596241609832768,"spread":0.1533583423875363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001385455,0.0003241938,0.0003582688,0.0002437816,0.0002581317,0.00004259715,0.0005825104,0.0004581286,0.00004028475],"category_scores_gemma":[0.00004153939,0.0002272786,0.00003978032,0.0004936693,0.000162954,0.00003234041,0.0002072898,0.0006815168,0.000007280702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136336,"about_ca_system_score_gemma":0.00003504042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005896009,"about_ca_topic_score_gemma":0.02723022,"domain_scores_codex":[0.9988459,0.00004313586,0.0001642453,0.0003694111,0.0003121657,0.0002650841],"domain_scores_gemma":[0.9993214,0.00005450067,0.0000804464,0.0004398928,0.00003942206,0.00006434274],"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":[0.00404916,0.005570452,0.05600416,0.008376425,0.007673316,0.02037959,0.0149853,0.0584911,0.01277999,0.05081462,0.03567625,0.7251996],"study_design_scores_gemma":[0.002904743,0.00006908749,0.1271667,0.000269848,0.0005400051,0.000008780881,0.01583093,0.000841124,0.0002467856,0.00008660408,0.8508907,0.001144753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857707,0.000241818,0.0002129743,0.0004545778,0.0003833715,0.0006065092,0.000006753861,0.0004746523,0.01184865],"genre_scores_gemma":[0.9774592,0.0003449527,0.00004813524,0.0000149893,0.00003153208,0.000004771076,0.00006503052,0.000037172,0.02199425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8152144,"threshold_uncertainty_score":0.9905203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6982419120","doi":"","title":"India-Canada relations: the interplay of diplomacy and military ties","year":2023,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Legal case studies and regulations","field":"Social 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":"Diplomacy; Politics; Government (linguistics); Military operation; Foreign policy; International relations","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008731478942316889,"gpt":0.2301846601928908,"spread":0.2214531812505739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253149,0.0001206344,0.0001981835,0.0002295502,0.0005044185,0.000007291467,0.0003646519,0.0003385156,0.0002178377],"category_scores_gemma":[0.0002373731,0.00008507962,0.00006241589,0.0007759795,0.001588742,0.0000441429,0.000306287,0.0002573629,0.000009258636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464411,"about_ca_system_score_gemma":0.0001541455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.198649,"about_ca_topic_score_gemma":0.6615629,"domain_scores_codex":[0.9992093,0.00008297593,0.000101412,0.0002048505,0.0002134233,0.0001880065],"domain_scores_gemma":[0.9994071,0.0002271985,0.00009236194,0.0001987812,0.00003424517,0.00004034069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006757272,0.00002479258,0.001994014,0.00001980427,0.0001551261,0.00009040111,0.0007227266,0.000001886512,0.000001573825,0.611079,0.3828499,0.003054054],"study_design_scores_gemma":[0.00007965289,0.00001761761,0.00160888,0.00007625348,0.000042304,4.898737e-7,0.009015386,0.000002688282,0.000001117304,0.001717855,0.9873236,0.0001141375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00184633,0.002192291,0.00003372682,0.007227483,0.0002733633,0.000422164,0.0001226979,0.0008413932,0.9870406],"genre_scores_gemma":[0.1438216,0.003480619,0.0001172524,0.00004671118,0.0000830695,0.000002541192,0.000007658524,0.0000718259,0.8523687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6093611,"threshold_uncertainty_score":0.8066873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034210832","doi":"","title":"Toronto-Dominion Bank Financial Group","year":2011,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Group (periodic table); Financial stability; Payment; Work (physics); Term (time)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02529776723725223,"gpt":0.174187682074625,"spread":0.1488899148373727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001067279,0.0003845112,0.0004668501,0.00004498728,0.0004893373,0.00003227943,0.0008477005,0.001086417,0.0009197185],"category_scores_gemma":[0.00008821515,0.0001738161,0.0002709639,0.0004635476,0.0001444084,0.0001695065,0.0002085145,0.0004313997,0.0001255599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227086,"about_ca_system_score_gemma":0.00001152295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007022883,"about_ca_topic_score_gemma":0.03221757,"domain_scores_codex":[0.9984238,0.00005002387,0.0002014673,0.0006289848,0.0002193996,0.0004763904],"domain_scores_gemma":[0.9994876,0.00008778638,0.0001978825,0.00006196599,0.00007096121,0.00009373691],"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":[0.00197808,0.001202702,0.005553805,0.0001073074,0.0002250905,0.001107068,0.0002392431,9.679521e-8,0.170182,0.2497557,0.02231911,0.5473298],"study_design_scores_gemma":[0.0003266947,0.0007855469,0.2030004,0.0001476474,0.0001104628,0.000007077861,0.002128815,0.000002087886,0.001815519,0.002849313,0.7878967,0.0009297623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868913,0.0008885673,0.00000294176,0.000158487,0.0003189473,0.0003298374,0.0001262212,0.0008050511,0.1104787],"genre_scores_gemma":[0.9506814,0.002781463,0.0001136414,0.00006948806,0.0003037181,0.000007253998,0.0009133351,0.000004146017,0.04512557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7655776,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2286516324","doi":"","title":"Canadian design standard for slender reinforced concrete columns","year":2009,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","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":"Reinforced concrete; Structural engineering; Column (typography); Forensic engineering; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01364459448029719,"gpt":0.1898231336188361,"spread":0.1761785391385389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009216914,0.0006033396,0.0006916138,0.001301756,0.0001556166,0.00005927482,0.001055867,0.001878661,0.0009540081],"category_scores_gemma":[0.00007545441,0.0006492839,0.0002545836,0.000688541,0.0002448892,0.00009976095,0.0000821193,0.0006526169,0.00008261722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260778,"about_ca_system_score_gemma":0.0002019115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141823,"about_ca_topic_score_gemma":0.0007189285,"domain_scores_codex":[0.9980469,0.00002576273,0.0002327399,0.0005157018,0.0002494963,0.0009293816],"domain_scores_gemma":[0.9987233,0.0000744582,0.0001127261,0.000653155,0.00007301924,0.0003633894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001355906,3.12308e-7,0.000009484205,0.0001490508,0.0004379392,0.001020545,0.0000303962,0.001855307,0.001992496,0.07056322,0.9020693,0.02173636],"study_design_scores_gemma":[0.0008878385,0.0002361845,0.000004215219,0.0001300675,0.0001515993,0.00001550659,0.00007748091,0.001600419,0.002680612,0.0001627596,0.993118,0.000935264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004274041,0.0006029237,0.1540815,0.0005041991,0.0009946006,0.004267809,0.001260938,0.01489327,0.8229674],"genre_scores_gemma":[0.008109001,0.0005782312,0.05064441,0.0001729167,0.0001739713,0.00002454607,0.0003072919,0.0007510139,0.9392386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1162712,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345427078","doi":"","title":"Doing business in Canada: a case study of Royal Bank of Canada's business challenges, strategies and approach to sustainable development","year":2011,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business development; Business; Sustainable development; Engineering; Management; Political science; Marketing; Economics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02753704068195968,"gpt":0.1857019051751797,"spread":0.15816486449322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001307432,0.0002546025,0.0005157929,0.0005303088,0.0002559002,0.00003544434,0.0003218703,0.0001551687,0.00003981034],"category_scores_gemma":[0.00003687503,0.0002399477,0.00001796904,0.0004152628,0.00009912083,0.0001156682,0.0001765862,0.0002413995,1.124591e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005642303,"about_ca_system_score_gemma":0.003672893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946815,"about_ca_topic_score_gemma":0.9999107,"domain_scores_codex":[0.9986925,0.00005077755,0.0003097105,0.0003761765,0.0002439109,0.0003268961],"domain_scores_gemma":[0.9988412,0.00002934597,0.0002138864,0.0001932843,0.0006579686,0.00006433726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005318909,0.003134536,0.002973996,0.005115745,0.0006236004,0.02446351,0.06148741,0.0003828494,0.00003775025,0.8830032,0.0006164949,0.01762898],"study_design_scores_gemma":[0.0005419701,0.00009531327,0.03246485,0.0001568309,0.00006054244,0.000009289643,0.9329816,0.000008047949,0.00004967508,0.0001721729,0.03302853,0.0004311612],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509927,0.0001642559,0.000004076783,0.00002489004,0.00008086504,0.000503602,0.00001232495,0.00002356042,0.04819371],"genre_scores_gemma":[0.9925427,0.00004071847,0.00004650463,0.000002744482,0.000008966879,0.000006925628,0.00002217289,0.00001273932,0.007316556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8828311,"threshold_uncertainty_score":0.9784784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2419216225","doi":"","title":"A study to determine the optimal input parameters for the Monte Carlo simulation of a clinical linear accelerator","year":2016,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","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":"Monte Carlo method; Linear particle accelerator; Computer science; Linear model; Statistical physics; Mathematics; Statistics; Physics; Beam (structure)","authors":[{"name":"Lloyd Kuan Rui Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05748872489824997,"gpt":0.3472857675805708,"spread":0.2897970426823208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002722895,0.0003167943,0.0005723663,0.0002534268,0.0001372009,0.00001703703,0.001169535,0.0002815236,0.00016734],"category_scores_gemma":[0.00008349136,0.0001716876,0.0003275644,0.0003779608,0.0003892482,0.00005347515,0.0003288384,0.000380675,0.00000612917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004787596,"about_ca_system_score_gemma":0.00004143202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006345694,"about_ca_topic_score_gemma":0.000015506,"domain_scores_codex":[0.9985797,0.0001145626,0.0003425546,0.0004960157,0.0001761963,0.0002909679],"domain_scores_gemma":[0.9978192,0.0008047752,0.0004234097,0.0008089204,0.00008238629,0.00006123547],"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":[0.002564579,0.00515878,0.03690128,0.00009010592,0.005908056,0.0001428662,0.0009093185,0.0160315,0.0004624296,0.02632384,0.07853142,0.8269758],"study_design_scores_gemma":[0.001511402,0.001151055,0.0001437834,0.0001057605,0.0002430781,4.344861e-7,0.0007678669,0.004276135,0.0003139887,0.0001852908,0.9908247,0.0004764799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05195497,0.0001132925,0.9284059,0.0009010292,0.0002865831,0.007383867,0.0004046771,0.001195609,0.009354086],"genre_scores_gemma":[0.8176295,0.00008102565,0.04794456,0.0001446703,0.0005692118,0.0001183924,0.000008748008,0.000345043,0.1331588],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9122933,"threshold_uncertainty_score":0.7001218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588822895","doi":"","title":"3D holographic printing","year":2014,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Advanced Optical Imaging Technologies","field":"Engineering","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":"Computer graphics (images); Computer science; Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006597156645479984,"gpt":0.1737030200353381,"spread":0.1671058633898581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001002585,0.000575182,0.0006375011,0.001715669,0.00009151236,0.00003290116,0.001508874,0.0017467,0.0003075903],"category_scores_gemma":[0.0002494152,0.0005715825,0.0001868599,0.001465642,0.001089217,0.00008169681,0.0007210116,0.001390655,0.0004728808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458756,"about_ca_system_score_gemma":0.000009222341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006181901,"about_ca_topic_score_gemma":0.00001199505,"domain_scores_codex":[0.9981188,0.00003125119,0.0002133245,0.0006844185,0.0002067219,0.0007455345],"domain_scores_gemma":[0.9986286,0.00008733286,0.0001201321,0.001038001,0.00002958461,0.00009633219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001987592,0.0002341326,0.001484483,0.000694818,0.0007069962,0.002045712,0.00001395441,0.0009221004,0.002757136,0.4487044,0.3435631,0.1988533],"study_design_scores_gemma":[0.0002661641,0.00004397697,0.00004986807,0.0002142068,0.00006103418,0.00001360127,0.00004880183,0.0009891752,0.0003444058,0.00312425,0.9940909,0.0007536354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004567657,0.0006390271,0.1263279,0.0003074778,0.000360305,0.0004179299,0.00002107757,0.04830529,0.8231642],"genre_scores_gemma":[0.1059734,0.004989718,0.2855444,0.0001770728,0.0003436465,0.00002789777,0.00009288717,0.002352679,0.6004983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6505278,"threshold_uncertainty_score":0.9996735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587150391","doi":"","title":"Opening of the northwest passage : the impact and possibilities","year":2012,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Arctic and Russian Policy Studies","field":"Social 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":"Business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02244328574236164,"gpt":0.2650992683406688,"spread":0.2426559825983072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002485478,0.0001794065,0.0002716568,0.0001452179,0.0007317067,0.00002001784,0.0008568759,0.0004323286,0.000245303],"category_scores_gemma":[0.0001930973,0.00008798666,0.0001485891,0.0005339434,0.003888837,0.00005659472,0.0007054956,0.0003472907,0.000007397887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009148409,"about_ca_system_score_gemma":0.00007529157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150442,"about_ca_topic_score_gemma":0.008970818,"domain_scores_codex":[0.9989728,0.0001791574,0.00009612904,0.0002048476,0.0001972935,0.000349827],"domain_scores_gemma":[0.9992173,0.0001630845,0.0001974264,0.000343201,0.00002137621,0.0000575876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002185154,0.0001167381,0.08293361,0.00004895416,0.000377788,0.00002442393,0.006188885,4.966174e-7,0.000009635291,0.7330834,0.166524,0.01067023],"study_design_scores_gemma":[0.000113741,0.00002699139,0.01163569,0.00008577602,0.0000694175,0.000001406101,0.01248783,4.517412e-7,0.000005582807,0.002888083,0.9725207,0.0001643271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004997045,0.001110401,0.00002026606,0.006888351,0.0001087268,0.0004101842,0.00006336866,0.0002733172,0.9861283],"genre_scores_gemma":[0.5286428,0.0006938134,0.00005646752,0.00003039128,0.00008578579,9.363873e-7,9.921354e-7,0.0000268558,0.470462],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8059967,"threshold_uncertainty_score":0.998822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611032529","doi":"","title":"The role of credit market friction in trade-dependent small open economy : examination of South Korea business fluctuations with DSGE approach","year":2017,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Dynamic stochastic general equilibrium; Small open economy; Economics; Open economy; Business cycle; Monetary economics; Macroeconomics; Monetary policy","authors":[{"name":"Qinyu Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04153435084823878,"gpt":0.1819276529069597,"spread":0.1403933020587209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004933973,0.0002387667,0.0006166859,0.0009162904,0.0001485257,0.00005991287,0.001373603,0.0005287796,0.0002408363],"category_scores_gemma":[0.00008702222,0.0002140894,0.00008416609,0.0003452326,0.0003561644,0.0002098593,0.0002932529,0.0002768205,0.00001564186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682772,"about_ca_system_score_gemma":0.00003410727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753322,"about_ca_topic_score_gemma":0.0007096172,"domain_scores_codex":[0.9988292,0.00003930633,0.0003605292,0.000478213,0.00002564513,0.0002670913],"domain_scores_gemma":[0.9980009,0.00005555131,0.001162765,0.0007220149,0.00001530981,0.0000435213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003553928,0.00094456,0.02508712,0.0002780053,0.0008101739,0.00002881116,0.0006538777,0.0007472221,0.00001729714,0.9292494,0.009532607,0.0322955],"study_design_scores_gemma":[0.002375401,0.000244646,0.07320913,0.000216186,0.00008823998,0.000009147168,0.001675151,0.005529353,0.00008552293,0.01904818,0.8966351,0.000883988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009956382,0.0003560561,0.002215962,0.0001985431,0.00007114698,0.0007607549,0.0003685911,0.0000761484,0.9859964],"genre_scores_gemma":[0.886014,0.0005668282,0.0008438938,0.000008195439,0.00004613533,0.00001363495,0.00007759902,0.00007345514,0.1123562],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9102013,"threshold_uncertainty_score":0.8730313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}