{"meta":{"query_hash":"700105d5c923","filters":{"venue":"Management Sciences"},"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/700105d5c923","api":"https://metacan.xera.ac/api/v1/cohort?venue=Management+Sciences"},"results":[{"id":"W4411581146","doi":"10.26794/2304-022x-2025-15-2-19-36","title":"Improving the System for Evaluating the Efficiency and Performance of Civil Servants","year":2025,"lang":"en","type":"article","venue":"Management Sciences","topic":"Banking, Crisis Management, COVID-19 Impact","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civil servants; Computer science; Political science; Law","score_opus":0.0409235192599422,"score_gpt":0.29771676621859694,"score_spread":0.25679324695865474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411581146","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13841553,0.0043992987,0.66777545,0.019221524,0.0012323544,0.004969082,0.0023491338,0.0029029169,0.15873474],"genre_scores_gemma":[0.6252404,0.0020599398,0.3602673,0.0007603475,0.00030105325,0.002915904,0.0014684373,0.00025060368,0.0067359917],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8858374,0.07212199,0.011662654,0.0056337453,0.02272118,0.002022945],"domain_scores_gemma":[0.82484335,0.061444648,0.020230705,0.019626752,0.06945618,0.0043984503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12317443,0.0012272338,0.0017349246,0.018042143,0.0034371188,0.010646448,0.0022498083,0.0014802776,0.005219591],"category_scores_gemma":[0.1122193,0.00045309303,0.0010504894,0.008585636,0.0038460405,0.010110263,0.0075225476,0.0020173888,0.0021662237],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003696705,0.00056436117,0.07733924,0.002077051,0.0002304676,0.000103338025,0.009916643,0.006065956,0.0032463921,0.13982189,0.015475411,0.7447896],"study_design_scores_gemma":[0.000240883,0.0034950522,0.32355228,0.009668255,0.000885748,0.0006258013,0.044513866,0.06793136,0.025216145,0.17843613,0.34429383,0.0011406424],"about_ca_topic_score_codex":0.0057570497,"about_ca_topic_score_gemma":0.0042894357,"teacher_disagreement_score":0.12317443,"about_ca_system_score_codex":0.00922001,"about_ca_system_score_gemma":0.019841982,"threshold_uncertainty_score":0.6514164},"labels":[],"label_agreement":null}]}