{"meta":{"query_hash":"5af0a8799c62","filters":{"venue":"Asia-Pacific Management Accounting Journal"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/5af0a8799c62","api":"https://metacan.xera.ac/api/v1/cohort?venue=Asia-Pacific+Management+Accounting+Journal"},"results":[{"id":"W4386753465","doi":"10.24191/apmaj.v18i2-11","title":"The Social Construction of Risk: Evidence from UK Banks","year":2023,"lang":"en","type":"article","venue":"Asia-Pacific Management Accounting Journal","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Risk perception; Risk management; Social risk; Perception; Construct (python library); Social constructionism; Context (archaeology); Financial risk management; Business; Empirical research; Operational risk; Empirical evidence; IT risk management; IT risk; Enterprise risk management; Public relations; Marketing; Actuarial science; Sociology; Psychology; Finance; Political science; Computer science; Social science; Epistemology","score_opus":0.018442891601355923,"score_gpt":0.24198708829827092,"score_spread":0.223544196696915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386753465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9042614,0.0004772312,0.0028404556,0.004651942,0.0073167286,0.0008996635,0.00001676186,0.00056994415,0.078965835],"genre_scores_gemma":[0.9910097,0.0018852559,0.0011486324,0.00009719406,0.0046975124,0.00003398047,0.000032384232,0.000073300864,0.001022051],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99611473,0.00007235412,0.0011227505,0.0005339286,0.0013163576,0.0008398775],"domain_scores_gemma":[0.9965998,0.0004251733,0.001991794,0.00056783017,0.00039200977,0.000023403505],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037550093,0.0003979133,0.0004151859,0.0008459638,0.0027261823,0.001969751,0.0013665706,0.00013032733,0.00034884462],"category_scores_gemma":[0.00067363295,0.00032500934,0.00033472342,0.0023926438,0.00030988106,0.0020795648,0.0008677274,0.00066472625,0.0009763719],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023981459,0.000062988605,0.34765682,0.00022568728,0.00054694177,0.00011494706,0.00055015046,0.00022215192,0.000113384056,0.057719346,0.20567474,0.38687304],"study_design_scores_gemma":[0.0011204791,0.000016640575,0.6835714,0.00052260724,0.00069025083,0.000007964304,0.01767047,0.003005774,0.000046865196,0.06039112,0.23220934,0.00074708386],"about_ca_topic_score_codex":0.00039619007,"about_ca_topic_score_gemma":0.00007554578,"teacher_disagreement_score":0.38612595,"about_ca_system_score_codex":0.00009852717,"about_ca_system_score_gemma":0.000025700796,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null}]}