{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"d0d2dd68f723","filters":{"venue":"Journal of Accounting and Strategic Finance"}},"results":[{"id":"W4407924449","doi":"10.33005/jasf.v7i2.529","title":"Innovations in Strategic Finance and Accounting: Insights from Research Centers in a VUCA Environment","year":2024,"lang":"en","type":"article","venue":"Journal of Accounting and Strategic Finance","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Accounting; Management accounting; Finance","authors":[{"name":"Raden Muhammad Syah Arief Atmaja Wijaya","is_ca":false},{"name":"Indrawati Yuhertiana","is_ca":false},{"name":"Diarany Sucahyati","is_ca":false},{"name":"Wilma Cordelia Izaak","is_ca":false},{"name":"Endah Susilowati","is_ca":false},{"name":"Diah Hari Suryaningrum","is_ca":false},{"name":"Ignathia Martha Hendrati JASF","is_ca":false},{"name":"Helmy Wahyu Sukiswo","is_ca":false},{"name":"Condro Widodo","is_ca":false},{"name":"Seftin Fitri Ana Wati","is_ca":false},{"name":"Anindo Saka Fitri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05579616731853643,"gpt":0.2733473566715779,"spread":0.2175511893530415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001271688,0.0002344297,0.0003454065,0.001207996,0.00018581,0.001038935,0.0002205345,0.0001638775,0.00002110533],"category_scores_gemma":[0.00006339751,0.0002100572,0.00003580344,0.00205837,0.0001651378,0.002752109,0.00009399624,0.0009636439,0.00001411025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008385778,"about_ca_system_score_gemma":0.0001535873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00080909,"about_ca_topic_score_gemma":0.0002342077,"domain_scores_codex":[0.9978921,0.0000288122,0.0008859565,0.0003947434,0.0004160177,0.0003823247],"domain_scores_gemma":[0.9990506,0.0001516089,0.0003868716,0.0001457416,0.0002561951,0.000009033646],"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":[0.0003314713,0.0004524235,0.08359778,0.0009978403,0.00006035675,0.001055773,0.0007393297,0.002405991,0.007565535,0.8907041,0.0005144582,0.01157497],"study_design_scores_gemma":[0.002492714,0.0001393025,0.5589677,0.004492957,0.00004652985,0.00009168037,0.004986827,0.04455392,0.00008645284,0.3619428,0.02129942,0.0008996814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900714,0.003574576,0.00002850721,0.001385344,0.000372596,0.0001459013,0.000002751692,0.00001697097,0.004401929],"genre_scores_gemma":[0.9976996,0.001201691,0.0002522745,0.0001606081,0.0006067848,0.000009400056,0.00001112073,0.00002257613,0.00003600867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5287613,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}