{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"0aca95ffacd1","filters":{"venue":"Journal of Financial Regulation"}},"results":[{"id":"W4296130135","doi":"10.1093/jfr/fjac006","title":"Regulation of Cyber Risk in the Banking System: A Canadian Case Study","year":2022,"lang":"en","type":"article","venue":"Journal of Financial Regulation","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Risk management; Context (archaeology); Hacker; Business; Dynamism; Corporate governance; Computer security; Operational risk; Cyber-attack; Data breach; Risk analysis (engineering); Systemic risk; Financial crisis; Economics; Finance; Computer science","authors":[{"name":"Maziar Peihani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01953750941391373,"gpt":0.2137370370873033,"spread":0.1941995276733895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002128479,0.0004061429,0.0003593264,0.001918007,0.01457451,0.004729871,0.001758405,0.002523015,0.003392868],"category_scores_gemma":[0.005167417,0.0002457579,0.0003996508,0.004803354,0.005653937,0.0011336,0.002625556,0.002000868,0.0002302791],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07621576,"about_ca_system_score_gemma":0.07037319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9759539,"about_ca_topic_score_gemma":0.9856772,"domain_scores_codex":[0.9968433,0.0007864833,0.00008200684,0.0001757189,0.000982963,0.001129537],"domain_scores_gemma":[0.9956465,0.001163798,0.0003884249,0.0002163542,0.001640909,0.0009438973],"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":[0.0006223394,0.001272151,0.2271715,0.0006706709,0.0001374857,0.03720757,0.1441584,0.04568043,0.004368442,0.3559952,0.07144931,0.1112664],"study_design_scores_gemma":[0.0002775879,0.0004294819,0.226247,0.0008406233,0.000218392,0.005946312,0.3848884,0.04261682,0.0023771,0.02514084,0.3105973,0.0004202243],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881574,0.001273694,0.002701708,0.01157816,0.00006822,0.0003307088,0.0004889869,0.0000452196,0.1019393],"genre_scores_gemma":[0.9912986,0.0009888514,0.001198616,0.0005485039,0.00001246065,0.00003751387,0.00008269436,0.000008476804,0.00582421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9237843,"threshold_uncertainty_score":0.5529866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2498570381","doi":"10.1093/jfr/fjw016","title":"Bonded to the State: A Network Perspective on China's Corporate Debt Market","year":2016,"lang":"en","type":"article","venue":"Journal of Financial Regulation","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","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 British Columbia","funders":"","keywords":"Corporate bond; Bankruptcy; Business; Issuer; Bond; Bond market; Debt; Financial system; Economics; Finance","authors":[{"name":"Li-Wen Lin","is_ca":true},{"name":"Curtis J. Milhaupt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01589632345336927,"gpt":0.2233238134530322,"spread":0.207427489999663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003967722,0.0001358828,0.0002088644,0.00130621,0.001335267,0.002349297,0.0004406096,0.000670441,0.005401753],"category_scores_gemma":[0.000817595,0.0001037067,0.0002425966,0.001328074,0.001705645,0.002844482,0.001044862,0.0005283341,0.0001518233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003901036,"about_ca_system_score_gemma":0.001814291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03614273,"about_ca_topic_score_gemma":0.02886651,"domain_scores_codex":[0.9998131,0.00005227503,0.000006679587,0.00003358248,0.0000378085,0.0000566098],"domain_scores_gemma":[0.9996156,0.00009810965,0.0001099488,0.00001922516,0.00006289218,0.0000941762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000385302,0.00004649481,0.03096743,0.00007307556,0.00002279738,0.00103696,0.003763978,0.01545817,0.0009872044,0.9249035,0.003725665,0.01897625],"study_design_scores_gemma":[0.0000621673,0.0001687369,0.1584223,0.0002658605,0.0001123956,0.0005477223,0.01352172,0.2639112,0.001087276,0.4845791,0.0772119,0.0001097271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515489,0.001554367,0.01101837,0.008858435,0.0000479471,0.00007764361,0.0003083689,0.00004045255,0.1265455],"genre_scores_gemma":[0.9960466,0.0006272309,0.0004649514,0.0001165752,0.00002320267,0.00001835043,0.00003985426,0.000002660809,0.0026607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03614273,"threshold_uncertainty_score":0.07186472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}