{"meta":{"query_hash":"163ea50f1099","filters":{"venue":"Intellect XXІ"},"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/163ea50f1099","api":"https://metacan.xera.ac/api/v1/cohort?venue=Intellect+XX%D0%86"},"results":[{"id":"W4412549814","doi":"10.32782/2415-8801/2025-2.11","title":"THE IMPACT OF ARTIFICIAL INTELLIGENCE ON THE QUALITY OF WORK OF DEVELOPMENT INSTITUTIONS IN THE DIGITAL WORLD: MANAGEMENT AND ADMINISTRATION ASPECTS","year":2025,"lang":"en","type":"article","venue":"Intellect XXІ","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","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":"Administration (probate law); Work (physics); Quality (philosophy); Knowledge management; Business; Engineering management; Engineering ethics; Computer science; Engineering; Political science; Epistemology","score_opus":0.1121433606373599,"score_gpt":0.318305110157516,"score_spread":0.2061617495201561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412549814","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":[0.7315223,0.00012852278,0.0023573292,0.00039565377,0.00006774214,0.00029690124,0.0000150339,0.000003136852,0.26521337],"genre_scores_gemma":[0.9995225,0.000054916283,0.00005817016,0.00002071231,0.0000036275912,0.000019154628,0.0000062205577,0.0000019516547,0.00031274723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989405,0.00001647177,0.0008134261,0.00010237533,0.000035039237,0.00009215921],"domain_scores_gemma":[0.9991628,0.0004338924,0.00022223212,0.00015271819,0.00001915254,0.000009195865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007865386,0.000075218464,0.00015153985,0.00019312065,0.00007676573,0.00006395177,0.00019683955,0.000021257452,0.00002108534],"category_scores_gemma":[0.00013099141,0.000046427853,0.00005988761,0.00051334663,0.00015736044,0.00011009037,0.0000278629,0.00006837469,0.000011197668],"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":[0.000110173416,0.00011914294,0.009670353,0.000025164723,0.000066628185,1.1564671e-7,0.0018187005,0.00010875253,0.000001313292,0.9610573,0.00011941263,0.026902908],"study_design_scores_gemma":[0.00027821667,0.00021264695,0.6146174,0.00029247848,0.000007956159,7.5231657e-7,0.003794413,0.00064347335,0.006164655,0.36545286,0.008252644,0.00028249752],"about_ca_topic_score_codex":0.00002543426,"about_ca_topic_score_gemma":0.00014806954,"teacher_disagreement_score":0.6049471,"about_ca_system_score_codex":0.00006695838,"about_ca_system_score_gemma":0.00007418735,"threshold_uncertainty_score":0.18932728},"labels":[],"label_agreement":null}]}