{"meta":{"query_hash":"dcb5db886add","filters":{"venue":"Wilmott Journal"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dcb5db886add","api":"https://metacan.xera.ac/api/v1/cohort?venue=Wilmott+Journal"},"results":[{"id":"W3125830892","doi":"10.1002/wilj.10","title":"An analytic formula for the delta of variance swap","year":2009,"lang":"en","type":"article","venue":"Wilmott Journal","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; National Bank of Canada","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Variance swap; Swap (finance); Skew; Delta; Econometrics; Volatility (finance); Volatility swap; Variance (accounting); Mathematics; Statistics; Implied volatility; Economics; Computer science; Engineering; Finance; Accounting","score_opus":0.02770722936836852,"score_gpt":0.251337115915964,"score_spread":0.2236298865475955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125830892","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16755018,0.0064170426,0.80439407,0.0042117117,0.0013672037,0.00064722897,0.00014591502,0.000026904332,0.015239744],"genre_scores_gemma":[0.9958093,0.0006956056,0.0022258551,0.00059651415,0.0003613371,0.0000048384713,0.0000025637398,0.0000094423,0.0002945276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99900705,0.0000066168664,0.00053790235,0.00015099022,0.000044425076,0.00025299587],"domain_scores_gemma":[0.99913645,0.00003383743,0.00043433113,0.00027986997,0.000063170264,0.000052347892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091684225,0.00009588908,0.000254277,0.00011918629,0.00023371725,0.00007886863,0.00038323432,0.000047223883,0.000059847578],"category_scores_gemma":[0.0000695507,0.00007898179,0.0001676992,0.00018175931,0.000028155158,0.00031233346,0.000010144962,0.00013923526,0.000022767514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001186429,0.0002450263,0.013463896,0.000020749738,0.000102503574,0.000007260511,0.00064345234,0.002576575,0.000050128292,0.8885012,0.004798967,0.08947158],"study_design_scores_gemma":[0.0015522622,0.00088363845,0.34131807,0.0000385108,0.00004515539,0.000031206084,0.00014939025,0.037924446,0.00009781714,0.44232327,0.17530316,0.0003330658],"about_ca_topic_score_codex":0.000024898554,"about_ca_topic_score_gemma":0.000008947498,"teacher_disagreement_score":0.8282591,"about_ca_system_score_codex":0.00004007547,"about_ca_system_score_gemma":0.00001980149,"threshold_uncertainty_score":0.3220784},"labels":[],"label_agreement":null},{"id":"W4254255098","doi":"10.1002/wilj.13","title":"Affine concatenation","year":2009,"lang":"en","type":"article","venue":"Wilmott Journal","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ryerson University; University of Chicago","keywords":"Affine transformation; Skew; Concatenation (mathematics); Valuation (finance); Computer science; Calibration; Stochastic volatility; Mathematics; Econometrics; Volatility (finance); Economics; Statistics; Accounting; Arithmetic; Geometry","score_opus":0.02367551461032644,"score_gpt":0.22630668082441086,"score_spread":0.20263116621408442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254255098","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008498436,0.0014707455,0.9476985,0.005835671,0.00030750228,0.000077013356,0.000016185655,0.00003247043,0.036063474],"genre_scores_gemma":[0.994849,0.00008897402,0.0033044901,0.00075288163,0.00050155376,0.000003578834,0.0000039986967,0.0000065861145,0.0004889083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999327,0.0000011411894,0.0003487662,0.00012941919,0.000027918411,0.00016574282],"domain_scores_gemma":[0.99957794,0.000009483877,0.0001881414,0.00010071769,0.000049717964,0.00007398735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002119407,0.00006985647,0.00014647524,0.000108277745,0.00016421599,0.00007645619,0.00015191601,0.0000473152,0.00016704052],"category_scores_gemma":[0.000085902844,0.000074107615,0.000060130355,0.00018620002,0.000016839673,0.00016625902,0.000007874773,0.00014730272,0.0004914695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043680016,0.000046132805,0.0002547561,0.0000011202885,0.000004975671,0.0000022965557,0.000075844735,0.000020974854,0.00006235404,0.9838036,0.0008079649,0.014915656],"study_design_scores_gemma":[0.00033188143,0.00008139707,0.03086681,0.000006088658,0.000002672222,0.00008575133,0.000013570145,0.000770552,0.000029454372,0.9152929,0.05240531,0.000113599184],"about_ca_topic_score_codex":0.0000070040337,"about_ca_topic_score_gemma":0.0000010575236,"teacher_disagreement_score":0.9863506,"about_ca_system_score_codex":0.00004899981,"about_ca_system_score_gemma":0.000019199084,"threshold_uncertainty_score":0.631701},"labels":[],"label_agreement":null}]}