{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"5faa0e8b1571","filters":{"venue":"Stochastics"}},"results":[{"id":"W1996929291","doi":"10.1080/17442508.2013.859388","title":"A generalized pricing framework addressing correlated mortality and interest risks: a change of probability measure approach","year":2014,"lang":"en","type":"article","venue":"Stochastics","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Valuation (finance); Econometrics; Measure (data warehouse); Interest rate; Actuarial science; Risk measure; Economics; Derivative (finance); Computer science; Mathematics; Financial economics; Finance; Data mining","authors":[{"name":"Xiaoming Liu","is_ca":true},{"name":"Rogemar Mamon","is_ca":true},{"name":"Gao Huan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2691333990047604,"gpt":0.3802546721395909,"spread":0.1111212731348304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00312492,0.0009609716,0.001090895,0.001078193,0.0005190755,0.001908376,0.002292494,0.001865031,0.002937708],"category_scores_gemma":[0.005424921,0.0004428462,0.001717613,0.0009678971,0.001782655,0.003191975,0.001693243,0.002348817,0.0002237632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567739,"about_ca_system_score_gemma":0.001272516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081818,"about_ca_topic_score_gemma":0.0011329,"domain_scores_codex":[0.99871,0.0006636515,0.00005013856,0.0001539876,0.0003218265,0.0001004092],"domain_scores_gemma":[0.9985542,0.0006429825,0.0001795126,0.0002012423,0.0002762244,0.0001459222],"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":[0.00001855441,0.00004683112,0.0005720977,0.0000490089,0.00005646293,0.000285554,0.0001043174,0.1454785,0.001796756,0.8402595,0.0008236141,0.01050872],"study_design_scores_gemma":[0.0000134304,0.00003905306,0.0003380476,0.000008788023,0.00002016112,0.000110093,0.00001811213,0.7969165,0.0002055904,0.2007445,0.001563968,0.00002169604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01925134,0.0004500076,0.976594,0.000581487,0.00009873474,0.00003206129,0.00003465697,0.00004488894,0.002912685],"genre_scores_gemma":[0.7626712,0.001130723,0.2244557,0.0003189364,0.0006826474,0.0001957024,0.0000962409,0.00007928513,0.01036961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00312492,"threshold_uncertainty_score":0.01652634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058307814","doi":"10.1080/17442500701841156","title":"On financial markets based on telegraph processes","year":2008,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Arbitrage; Financial market; Quantile; Black–Scholes model; Economics; Stochastic differential equation; Mathematical economics; Econometrics; Markov chain; Mathematics; Applied mathematics; Financial economics; Finance; Volatility (finance); Statistics","authors":[{"name":"Nikita Ratanov","is_ca":false},{"name":"Alexander Melnikov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410979389755778,"gpt":0.2079594874113299,"spread":0.1838496935137721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119895,0.001025064,0.001032132,0.00130002,0.0006032331,0.002098414,0.0008693127,0.002203861,0.004740243],"category_scores_gemma":[0.004983535,0.0004428135,0.001237294,0.001386884,0.003078668,0.005799721,0.001568508,0.001921112,0.0005881354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206187,"about_ca_system_score_gemma":0.0008338971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002172104,"about_ca_topic_score_gemma":0.001068725,"domain_scores_codex":[0.9991529,0.0003087087,0.00003630447,0.000134906,0.0002554009,0.0001117543],"domain_scores_gemma":[0.997811,0.00125728,0.0003872148,0.0001976625,0.000193883,0.0001530132],"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":[0.00001317465,0.0000151663,0.0001824458,0.00002764731,0.0000116039,0.00008979829,0.00004506587,0.03033943,0.0003828112,0.9660228,0.0004477331,0.002422257],"study_design_scores_gemma":[0.00002068775,0.00002534619,0.0001937155,0.00002324895,0.000008349229,0.0001052094,0.00001546705,0.1687351,0.0001148434,0.8272552,0.003486395,0.00001642518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07578158,0.007047357,0.867717,0.004035081,0.0006022735,0.00006686492,0.0002665809,0.0002026275,0.04428072],"genre_scores_gemma":[0.9154972,0.01100465,0.04885475,0.0009420949,0.001763444,0.000214165,0.0003646793,0.0001034697,0.02125564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004740243,"threshold_uncertainty_score":0.0158577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907889314","doi":"10.1080/17442508.2018.1563605","title":"Limiting behaviour for arrays of rowwise widely orthant dependent random variables under conditions of <i>R</i> − <i>h</i>-integrability and its applications","year":2019,"lang":"en","type":"article","venue":"Stochastics","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Science Foundation of Anhui Province; Ministry of Science and Technology of the People's Republic of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Orthant; Mathematics; Convergence (economics); Law of large numbers; Consistency (knowledge bases); Convergence of random variables; Random variable; Estimator; Limiting; Moment (physics); Triangular array; Applied mathematics; Nonparametric statistics; Discrete mathematics; Combinatorics; Statistics","authors":[{"name":"Yi Wu","is_ca":false},{"name":"Xuejun Wang","is_ca":false},{"name":"Tien-Chung Hu","is_ca":false},{"name":"Manuel Ordóñez Cabrera","is_ca":false},{"name":"Andrei Volodin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07113993821984936,"gpt":0.3474108270597816,"spread":0.2762708888399322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01464286,0.001375036,0.002037525,0.002395308,0.0008585107,0.002544418,0.002384856,0.001973714,0.004968007],"category_scores_gemma":[0.0809432,0.0008124924,0.002568945,0.001227422,0.005259076,0.007368486,0.00403723,0.004430327,0.0006915369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445224,"about_ca_system_score_gemma":0.001515045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719481,"about_ca_topic_score_gemma":0.0009965483,"domain_scores_codex":[0.9941703,0.002422596,0.000326074,0.001389738,0.001233181,0.000458197],"domain_scores_gemma":[0.9171638,0.05999285,0.0087179,0.004754368,0.00738792,0.001983083],"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":[0.0001479414,0.00008628064,0.007993575,0.0004249767,0.0001869125,0.0009011057,0.000512443,0.07521561,0.007017748,0.8886598,0.002098369,0.0167553],"study_design_scores_gemma":[0.00003058132,0.0001129751,0.002810465,0.0001074381,0.00006541241,0.0004575084,0.0002269654,0.5748004,0.004193161,0.4146788,0.002394839,0.0001213932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04560852,0.00084714,0.946245,0.001166547,0.00008708424,0.00008693148,0.0003043594,0.0002878842,0.005366656],"genre_scores_gemma":[0.7859804,0.002688572,0.1905244,0.001265441,0.0004913876,0.0008875065,0.001269849,0.0005081923,0.01638425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01464286,"threshold_uncertainty_score":0.07743979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104505819","doi":"10.1080/17442500701434325","title":"Change of filtrations and mean–variance hedging","year":2007,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China; Ryerson University","keywords":"Martingale (probability theory); Mathematics; Variance (accounting); Measure (data warehouse); Mean value; Value (mathematics); Weighted arithmetic mean; Econometrics; Applied mathematics; Statistics; Economics; Computer science","authors":[{"name":"Michael Kohlmann","is_ca":false},{"name":"Dewen Xiong","is_ca":false},{"name":"Zhongxing Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05046932752768168,"gpt":0.2480597336524609,"spread":0.1975904061247792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005012305,0.0009141502,0.00136788,0.0010455,0.0007436122,0.003272301,0.001172866,0.002972591,0.002214634],"category_scores_gemma":[0.0133741,0.0006909249,0.001430911,0.0005962865,0.003343913,0.004267842,0.001750383,0.001895793,0.0001640161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002482656,"about_ca_system_score_gemma":0.0008893696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333378,"about_ca_topic_score_gemma":0.0006672753,"domain_scores_codex":[0.9982358,0.0007770009,0.00008284311,0.0003227788,0.0002784125,0.0003030731],"domain_scores_gemma":[0.9951735,0.002877454,0.000823253,0.0003246763,0.000288011,0.0005131025],"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":[0.0001024731,0.00009418347,0.00149812,0.00005214412,0.00007755875,0.0002367113,0.0001330096,0.05350916,0.001991199,0.9354587,0.0004584066,0.006388244],"study_design_scores_gemma":[0.00006772177,0.0001219265,0.001391901,0.00003112156,0.00003814156,0.0001106274,0.00006855835,0.2634069,0.0006351875,0.7332436,0.0008373875,0.00004694167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4802966,0.001503501,0.4975781,0.003814313,0.0001575629,0.0000907799,0.0001536091,0.0001713629,0.01623415],"genre_scores_gemma":[0.9725162,0.000325948,0.0234267,0.0001591845,0.00008111259,0.00006626672,0.00005976551,0.00001633897,0.003348388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005012305,"threshold_uncertainty_score":0.02650791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106672948","doi":"10.1080/17442508.2014.956103","title":"Integration with respect to Lévy colored noise, with applications to SPDEs","year":2014,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Gaussian noise; Colors of noise; Mathematics; Noise (video); Covariance; Mathematical analysis; Fourier transform; Fourier analysis; Covariance function; Applied mathematics; Computer science; Algorithm; White noise; Statistics; Image (mathematics)","authors":[{"name":"Raluca M. Balan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01956729762213524,"gpt":0.2293737579800336,"spread":0.2098064603578984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002677366,0.001505376,0.001234218,0.00196142,0.0007522829,0.001737349,0.001188381,0.001451837,0.001606712],"category_scores_gemma":[0.007087121,0.0004475647,0.001704819,0.001613471,0.003135909,0.002322508,0.002481254,0.002431873,0.0002393943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438968,"about_ca_system_score_gemma":0.001243427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003066648,"about_ca_topic_score_gemma":0.002085153,"domain_scores_codex":[0.999044,0.0003779892,0.00007975363,0.000128472,0.0002955384,0.00007417306],"domain_scores_gemma":[0.9975873,0.001251554,0.000341676,0.0001371579,0.0004212177,0.0002610882],"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":[0.00001807925,0.00002911324,0.0005606682,0.00006344693,0.00004368402,0.0001917935,0.0001045618,0.07569747,0.001321824,0.9165989,0.0004514433,0.004919125],"study_design_scores_gemma":[0.000009852959,0.00003313765,0.0002681999,0.00003091616,0.00001910421,0.0001404941,0.0000363813,0.6705012,0.0004259453,0.3268147,0.001701209,0.00001878681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02771547,0.002328169,0.9572744,0.0009223284,0.000307944,0.00002267694,0.00005699652,0.00009607019,0.01127596],"genre_scores_gemma":[0.7900296,0.006348968,0.1790795,0.00079383,0.00115681,0.0001644303,0.000231535,0.0003192996,0.02187597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003066648,"threshold_uncertainty_score":0.01415944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936677704","doi":"10.1080/17442508.2019.1602129","title":"Existence and uniqueness of stochastic equations of optional semimartingales under monotonicity condition","year":2019,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Uniqueness; Mathematics; Monotonic function; Stochastic differential equation; Lipschitz continuity; Semimartingale; Class (philosophy); Applied mathematics; Mathematical analysis; Computer science","authors":[{"name":"Mohamed Abdelghani","is_ca":false},{"name":"Alexander Melnikov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02755927806212527,"gpt":0.2467462783185186,"spread":0.2191870002563933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003287775,0.0006731306,0.0009087568,0.0008706246,0.0007227155,0.001355375,0.001140713,0.001389256,0.002435415],"category_scores_gemma":[0.009235813,0.0005001058,0.001745617,0.0005550957,0.002188993,0.003207325,0.002225435,0.002186703,0.0002730612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008376457,"about_ca_system_score_gemma":0.001764467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173622,"about_ca_topic_score_gemma":0.0007971658,"domain_scores_codex":[0.9988189,0.0004845494,0.00008689026,0.0002214844,0.0002321172,0.0001560229],"domain_scores_gemma":[0.9964792,0.002049264,0.000510124,0.0001266575,0.0005684054,0.0002664446],"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":[0.00004450063,0.00003805048,0.001240118,0.0002028882,0.00004742274,0.000260076,0.0002736326,0.0181735,0.007563671,0.9630461,0.000765982,0.00834415],"study_design_scores_gemma":[0.00005347111,0.0001225401,0.00153297,0.0001008067,0.00004084696,0.000475649,0.0001513652,0.3911374,0.003028023,0.6000692,0.003241038,0.00004667001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1905809,0.002110071,0.7904499,0.002460253,0.0001827587,0.0001251965,0.0002350124,0.00009240491,0.01376351],"genre_scores_gemma":[0.8711552,0.002363634,0.1121586,0.0003911472,0.0002884153,0.0003451201,0.0002395979,0.0001018673,0.01295638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003287775,"threshold_uncertainty_score":0.01738763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075806242","doi":"10.1080/17442508.2012.660942","title":"Three dimensional distribution of Brownian motion extrema","year":2012,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Maxima and minima; Mathematics; Maxima; Brownian motion; Mathematical analysis; Joint probability distribution; Distribution (mathematics); Joint (building); Statistical physics; Statistics; Physics","authors":[{"name":"Marcos Escobar","is_ca":true},{"name":"Sebastián Ferrando","is_ca":true},{"name":"Xianzhang Wen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0334975345782832,"gpt":0.2236562475771835,"spread":0.1901587129989003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001564747,0.0004579498,0.0006853029,0.002094783,0.0005451982,0.002389153,0.0008587611,0.0009706851,0.004919419],"category_scores_gemma":[0.006157779,0.0004662428,0.0008031873,0.001112489,0.00199679,0.002291715,0.001480923,0.001413433,0.0008058421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008537227,"about_ca_system_score_gemma":0.0004243924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006890242,"about_ca_topic_score_gemma":0.0003422492,"domain_scores_codex":[0.999518,0.00009283236,0.00003394648,0.0001331724,0.0001338046,0.00008816955],"domain_scores_gemma":[0.9978288,0.0009574186,0.0003670818,0.0002165826,0.0004018233,0.0002282567],"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":[0.0001296682,0.0000475528,0.005656484,0.00009477164,0.00005812744,0.0005013144,0.0003560669,0.07412123,0.013652,0.8858645,0.001375628,0.01814271],"study_design_scores_gemma":[0.00003015653,0.00007077347,0.009777871,0.00008400375,0.00004273112,0.0006946104,0.0002380273,0.4156219,0.008231034,0.5604755,0.004560998,0.0001724571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3223539,0.0008782403,0.658838,0.0005849639,0.00008054272,0.00004692507,0.0004020137,0.0004457008,0.01636967],"genre_scores_gemma":[0.9656622,0.0005156508,0.02947035,0.00006107733,0.00007011492,0.00008075275,0.0003118711,0.000138053,0.003689897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004919419,"threshold_uncertainty_score":0.01645708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081918542","doi":"10.1080/10451120500114045","title":"On the Poisson equation for singular diffusions","year":2005,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Manitoba","funders":"","keywords":"Mathematics; Stochastic differential equation; Mathematical analysis; Eigenvalues and eigenvectors; Sobolev space; Covariance; Bounded function; Poisson's equation; Uniqueness; Applied mathematics","authors":[{"name":"Seyed N. Hashemi §","is_ca":true},{"name":"Andrew J. Heunis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04932904687462685,"gpt":0.2410473415639984,"spread":0.1917182946893715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002179896,0.0009049532,0.001245139,0.001534601,0.001012656,0.002246079,0.001495514,0.00276964,0.003307332],"category_scores_gemma":[0.007646869,0.0004852034,0.001314221,0.0009217572,0.003196153,0.003417092,0.002991197,0.002387309,0.0005240029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187433,"about_ca_system_score_gemma":0.001415189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006245626,"about_ca_topic_score_gemma":0.002191156,"domain_scores_codex":[0.9992199,0.0002540314,0.00004564223,0.0001164523,0.0002636176,0.0001004158],"domain_scores_gemma":[0.998511,0.0006918924,0.0001894797,0.00007192072,0.0003055822,0.0002300598],"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":[0.00001624124,0.00001398933,0.0002607244,0.00005577287,0.00001461323,0.0002035159,0.0001662771,0.01648308,0.00119027,0.9782054,0.001186513,0.00220366],"study_design_scores_gemma":[0.00002977135,0.00001875,0.0003319365,0.00003613058,0.00001190232,0.0001579084,0.00008691222,0.209357,0.0003214531,0.7860857,0.003532158,0.00003030555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1842379,0.01526595,0.7066635,0.01538984,0.001495869,0.0001849847,0.0003593678,0.0001867182,0.07621582],"genre_scores_gemma":[0.8834878,0.008640549,0.05959008,0.001660502,0.002396251,0.0002572767,0.0003477208,0.0001468243,0.04347299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006245626,"threshold_uncertainty_score":0.01359928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392693946","doi":"10.1080/17442508.2024.2320846","title":"Stochastic near-optimal controls for treatment and vaccination in a COVID-19 model with transmission incorporating Lévy jumps","year":2024,"lang":"en","type":"article","venue":"Stochastics","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Group for Research in Decision Analysis; HEC Montréal","funders":"Ministerio de Ciencia e Innovación","keywords":"Epidemic model; Vaccination; Uniqueness; Coronavirus disease 2019 (COVID-19); Pandemic; Mathematical modelling of infectious disease; A priori and a posteriori; Mathematical optimization; Optimal control; Mathematics; Public health; Transmission (telecommunications); Maximum principle; Stochastic modelling; Computer science; Applied mathematics; Disease; Infectious disease (medical specialty); Medicine; Virology; Population; Statistics; Environmental health","authors":[{"name":"Driss Bouggar","is_ca":true},{"name":"Mohamed El Fatini","is_ca":false},{"name":"Bouchra Nasri","is_ca":true},{"name":"Roger Petersson","is_ca":false},{"name":"Idriss Sekkak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1620488778403961,"gpt":0.4157365940829902,"spread":0.2536877162425941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835414,0.0009113181,0.001389384,0.0007004347,0.0005838903,0.001462226,0.001233166,0.002064061,0.003548046],"category_scores_gemma":[0.00443209,0.0005121581,0.00130503,0.0003522678,0.001664966,0.0008998377,0.001515164,0.001575503,0.0001743156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160362,"about_ca_system_score_gemma":0.001930273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790395,"about_ca_topic_score_gemma":0.009464224,"domain_scores_codex":[0.9992952,0.0003181321,0.00002699122,0.0001276072,0.00006794872,0.0001641057],"domain_scores_gemma":[0.9979948,0.001263532,0.0003822458,0.000039297,0.0001481462,0.0001720726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000118105,0.00007993554,0.0009870189,0.00007077157,0.00005456456,0.0002598699,0.00008421228,0.9055346,0.001286515,0.08852135,0.0006410884,0.002361979],"study_design_scores_gemma":[0.00002970052,0.00004882617,0.0002294607,0.000009705563,0.00001992035,0.00001711993,0.00002980326,0.9899676,0.0001008504,0.009298535,0.0002384446,0.00001015899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3599191,0.0016036,0.6126007,0.004643674,0.0002649704,0.000230351,0.0004703123,0.0001606282,0.02010667],"genre_scores_gemma":[0.9811013,0.0003897669,0.0100534,0.0001323054,0.00003962804,0.0001117029,0.00006455508,0.00001771092,0.008089744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01790395,"threshold_uncertainty_score":0.03559947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884733838","doi":"10.1080/17442508.2018.1499100","title":"Viscosity solutions and the pricing of European-style options in a Markov-modulated exponential Lévy model","year":2018,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Imperial Bank of Commerce (Canada)","funders":"","keywords":"Lipschitz continuity; Applied mathematics; Viscosity; Exponential function; Stochastic game; Mathematics; Convergence (economics); Stability (learning theory); Markov chain; Consistency (knowledge bases); Asset (computer security); Function (biology); Mathematical economics; Computer science; Mathematical analysis; Economics; Physics; Thermodynamics; Discrete mathematics","authors":[{"name":"Romuald Hervé Momeya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0280348774681466,"gpt":0.2211386646719647,"spread":0.1931037872038181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001706931,0.0008914804,0.0008126256,0.0008681456,0.0005806402,0.001738629,0.001083687,0.00246819,0.001208861],"category_scores_gemma":[0.006939404,0.0005203449,0.001093739,0.0004324144,0.002156593,0.002545243,0.001832599,0.00152325,0.0001012283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009521695,"about_ca_system_score_gemma":0.0009774226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002847302,"about_ca_topic_score_gemma":0.001395994,"domain_scores_codex":[0.9994728,0.0002725298,0.00002257164,0.00006988525,0.0000915957,0.00007069352],"domain_scores_gemma":[0.998194,0.0009878689,0.0004130799,0.00005839207,0.0001465521,0.000200133],"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":[0.00006716767,0.00006591402,0.001393011,0.00007151489,0.00008316864,0.0004892132,0.0001875926,0.2942322,0.005000277,0.6946205,0.0003723576,0.003417003],"study_design_scores_gemma":[0.00002784081,0.00003146403,0.0002233004,0.00001440582,0.00001178846,0.00004897429,0.00002651334,0.8894561,0.0002410443,0.1096257,0.0002772975,0.00001559668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3557319,0.002459596,0.6290808,0.003037694,0.0002023303,0.00005115112,0.00004988855,0.00006609656,0.00932059],"genre_scores_gemma":[0.9756835,0.0007449942,0.01824454,0.0001684343,0.0001269548,0.00004818673,0.00003220292,0.00001938335,0.004931972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002847302,"threshold_uncertainty_score":0.009027183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194506622","doi":"10.1080/17442508.2021.1960348","title":"Some mean convergence theorems for weighted sums of Banach space valued random elements","year":2021,"lang":"en","type":"article","venue":"Stochastics","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Mathematics; Banach space; Convergence (economics); Integrable system; Order (exchange); Pure mathematics; Space (punctuation); Weak convergence; Unconditional convergence; Eberlein–Šmulian theorem; Modes of convergence (annotated index); Mathematical analysis; Discrete mathematics; Compact convergence; Lp space; Rate of convergence; Computer science","authors":[{"name":"Pingyan Chen","is_ca":false},{"name":"Manuel Ordóñez Cabrera","is_ca":false},{"name":"Andrew Rosalsky","is_ca":false},{"name":"Andrei Volodin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08285926177932976,"gpt":0.362737553040193,"spread":0.2798782912608632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01405174,0.001336885,0.00133262,0.002778731,0.001177731,0.002484665,0.002057547,0.001795575,0.003867969],"category_scores_gemma":[0.02928914,0.0005920798,0.003421349,0.001660581,0.003578888,0.008630565,0.002459123,0.003997352,0.0004681843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002257919,"about_ca_system_score_gemma":0.001410571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010113,"about_ca_topic_score_gemma":0.0009532202,"domain_scores_codex":[0.9975521,0.001158023,0.0001505134,0.0003716474,0.000564991,0.0002027459],"domain_scores_gemma":[0.9847577,0.0109098,0.001087853,0.0006324488,0.00199374,0.0006184388],"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":[0.00002462008,0.00002228659,0.000441734,0.0001392434,0.00005100908,0.00009580086,0.0001921072,0.008985543,0.00151069,0.9826485,0.0005614722,0.005327044],"study_design_scores_gemma":[0.00001475135,0.0001063462,0.0006744664,0.00006818342,0.00005199538,0.0002195979,0.0000995864,0.1707547,0.002112874,0.823347,0.002501832,0.00004872747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0343382,0.001664819,0.9510481,0.001103133,0.0001718406,0.00006774281,0.0001166053,0.0001031061,0.01138643],"genre_scores_gemma":[0.6205696,0.007278506,0.3430433,0.001545011,0.001252185,0.0008028412,0.0004943056,0.000528812,0.02448544],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01405174,"threshold_uncertainty_score":0.07431358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063749878","doi":"10.1080/17442508.2014.883078","title":"Refinement of convergence rate for the strong law of large numbers in Banach space","year":2014,"lang":"en","type":"article","venue":"Stochastics","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Banach space; Law of large numbers; Mathematics; Independent and identically distributed random variables; Sequence (biology); Rate of convergence; Convergence (economics); Space (punctuation); Random variable; Sequence space; Set (abstract data type); Discrete mathematics; Pure mathematics; Law; Statistics; Computer science; Economics; Political science","authors":[{"name":"Deli Li","is_ca":true},{"name":"Aurel Spătaru","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08832071740825634,"gpt":0.3870442365249659,"spread":0.2987235191167096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03108117,0.002240542,0.002279783,0.003488982,0.001359981,0.00372268,0.00369079,0.002398879,0.007175427],"category_scores_gemma":[0.1015721,0.0008862646,0.00313876,0.00154345,0.006398089,0.01173391,0.006914043,0.008981795,0.001178412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003168894,"about_ca_system_score_gemma":0.002521877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065837,"about_ca_topic_score_gemma":0.0008731393,"domain_scores_codex":[0.9912479,0.004341778,0.0005152478,0.001212119,0.002063885,0.000619058],"domain_scores_gemma":[0.9284374,0.0521847,0.003039095,0.004690311,0.009437611,0.002210812],"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":[0.0001930513,0.00004381913,0.001001937,0.0002906749,0.00006191569,0.0002204076,0.0003694372,0.01476242,0.003186551,0.967278,0.002071447,0.01052039],"study_design_scores_gemma":[0.00009128016,0.0002082815,0.001024063,0.0002055901,0.00006723392,0.0003673381,0.0001373307,0.322691,0.003731302,0.6632503,0.008138091,0.00008827549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04356596,0.003634034,0.9175628,0.00408867,0.0007932581,0.00016029,0.0002550025,0.0003171062,0.02962278],"genre_scores_gemma":[0.6631382,0.006765779,0.3014088,0.002494789,0.001828113,0.0009614042,0.0004206935,0.0006611132,0.02232122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03108117,"threshold_uncertainty_score":0.1643749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406554668","doi":"10.1080/17442508.2025.2452846","title":"On the strong laws of large numbers for double arrays of blockwise quasi-orthogonal random variables","year":2025,"lang":"en","type":"article","venue":"Stochastics","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"National Foundation for Science and Technology Development","keywords":"Mathematics; Law of large numbers; Random variable; Law; Statistical physics; Statistics; Physics; Political science","authors":[{"name":"Vu Thi Ngoc Anh","is_ca":false},{"name":"Lê Vǎn Thành","is_ca":false},{"name":"Andrei Volodin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07365690465502696,"gpt":0.3769085238735727,"spread":0.3032516192185458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008223009,0.0009639247,0.001162183,0.001522201,0.0008128828,0.002682399,0.001106828,0.00106964,0.003365293],"category_scores_gemma":[0.04004956,0.0006125572,0.001042298,0.001247621,0.005747622,0.006871007,0.00307731,0.004358848,0.0005052513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135461,"about_ca_system_score_gemma":0.0008737036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006726973,"about_ca_topic_score_gemma":0.0005647533,"domain_scores_codex":[0.9966416,0.001521941,0.0001223926,0.0004056588,0.0009725266,0.000335772],"domain_scores_gemma":[0.9467888,0.04428843,0.003105009,0.002386298,0.002358119,0.001073212],"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":[0.00002658894,0.00001676608,0.0004740531,0.00006498236,0.00001997388,0.0001154042,0.0001032627,0.01343429,0.00096795,0.9795049,0.0007969547,0.004474883],"study_design_scores_gemma":[0.00001910356,0.00004967881,0.000551911,0.0000429824,0.00001277036,0.0001264993,0.00004079131,0.1457367,0.0005130486,0.8505908,0.002286616,0.00002915594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03183782,0.001117827,0.9489145,0.001177691,0.00014157,0.00004486421,0.0000898971,0.000100413,0.01657538],"genre_scores_gemma":[0.8670759,0.003032411,0.1170826,0.001240838,0.0009413476,0.0005217455,0.0002053346,0.0002114965,0.0096883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008223009,"threshold_uncertainty_score":0.04348797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392788355","doi":"10.1080/17442508.2024.2307015","title":"Criteria for what makes a local optional martingale a true martingale","year":2024,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Martingale pricing; Martingale (probability theory); Doob's martingale inequality; Local martingale; Mathematics; Econometrics; Applied mathematics","authors":[{"name":"Mohamed Abdelghani","is_ca":false},{"name":"Alexander Melnikov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04105569542682345,"gpt":0.2803652169695771,"spread":0.2393095215427536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02383213,0.0007075115,0.002133903,0.002877662,0.002169621,0.006450293,0.002330173,0.004935837,0.009102753],"category_scores_gemma":[0.1013767,0.0009980762,0.002650202,0.001391923,0.01324047,0.02053595,0.004953421,0.005757467,0.001071767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002263795,"about_ca_system_score_gemma":0.00249506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008488557,"about_ca_topic_score_gemma":0.000858433,"domain_scores_codex":[0.9888793,0.003043597,0.00137401,0.002695057,0.002543086,0.001464878],"domain_scores_gemma":[0.8414052,0.1144111,0.0104294,0.00979727,0.0158126,0.008144367],"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":[0.0001108728,0.0000440237,0.002521888,0.0001555162,0.00003966142,0.0002852816,0.0003656703,0.00282063,0.001374632,0.9876744,0.001112349,0.003495065],"study_design_scores_gemma":[0.00005956652,0.0001171508,0.002537238,0.0001534211,0.00003822484,0.0002708778,0.0004597309,0.02066992,0.002263311,0.9694937,0.003851841,0.00008507079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3003982,0.002057295,0.6225179,0.007404507,0.0004941846,0.0003578993,0.001213782,0.0005257042,0.06503056],"genre_scores_gemma":[0.9147642,0.00065747,0.07528044,0.000964346,0.0007413942,0.0004161454,0.0007342695,0.00026979,0.006171923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02383213,"threshold_uncertainty_score":0.1260378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990209519","doi":"10.1080/17442508.2010.523467","title":"Randomized stopping times and coherent multiperiod risk measures","year":2010,"lang":"en","type":"article","venue":"Stochastics","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Representation (politics); Randomized controlled trial; Stopping time; Feature (linguistics); Optimal stopping; Computer science; Mathematics; Statistics; Medicine; Philosophy; Linguistics","authors":[{"name":"Hyejin Ku","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04385878517443498,"gpt":0.3425239926315008,"spread":0.2986652074570658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003808642,0.0008094882,0.000700427,0.0008930661,0.0003625418,0.00189276,0.001198619,0.001474613,0.003082961],"category_scores_gemma":[0.01211067,0.000400233,0.0008692304,0.0008489091,0.001298184,0.003942471,0.001211983,0.002180265,0.0004999452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008929575,"about_ca_system_score_gemma":0.0009350433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555311,"about_ca_topic_score_gemma":0.0002800352,"domain_scores_codex":[0.9974697,0.001125474,0.0001750229,0.0003345704,0.0006940424,0.000201242],"domain_scores_gemma":[0.9953531,0.002083355,0.001357014,0.0004835372,0.0005296013,0.0001933792],"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":[0.00001401976,0.00002733828,0.0001561988,0.00003341089,0.00001998226,0.000046701,0.00004066693,0.0337435,0.000895287,0.9530268,0.0004093824,0.0115866],"study_design_scores_gemma":[0.00002782946,0.00009316604,0.0002780088,0.00003805327,0.00002008834,0.000099786,0.00001892222,0.3637833,0.001527719,0.6315274,0.002550234,0.00003550898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01402509,0.0004578631,0.9811538,0.0003803047,0.00007219672,0.00002248998,0.00002705508,0.00006843079,0.003792835],"genre_scores_gemma":[0.6382684,0.001492096,0.3510998,0.0006394878,0.0003618171,0.0002624307,0.0002174167,0.0001740585,0.00748452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003808642,"threshold_uncertainty_score":0.02014232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}