{"id":"W4412839605","doi":"10.20998/2522-9052.2025.3.05","title":"DEVELOPMENT OF PROCESSES FOR MONITORING PROGRAM IMPLEMENTATION IN STAKEHOLDER-ORIENTED RESOURCE MANAGEMENT","year":2025,"lang":"en","type":"article","venue":"Advanced Information Systems","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Ministry of Education and Science of Ukraine","keywords":"Stakeholder; Process management; Resource (disambiguation); Business; Environmental resource management; Computer science; Political science; Environmental science; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006289021,0.00018767,0.0002581695,0.001088945,0.0001609067,0.0002654323,0.0002198576,0.00004660747,0.000003605396],"category_scores_gemma":[0.00003584735,0.0001870898,0.00004001588,0.001282022,0.00001498862,0.005159289,0.0001114651,0.00005078018,0.00002250961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299406,"about_ca_system_score_gemma":0.00003849532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002366613,"about_ca_topic_score_gemma":0.00001557142,"domain_scores_codex":[0.9977651,0.000006738202,0.001487319,0.0001467113,0.0003137057,0.0002804195],"domain_scores_gemma":[0.9985197,0.00002703653,0.0008136421,0.0002026739,0.0004276439,0.000009269635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003305906,0.0002087059,0.04226362,0.03173486,0.0002161291,4.664556e-7,0.003718262,0.007412327,0.00008694737,0.1375751,0.003487094,0.7729659],"study_design_scores_gemma":[0.002333945,0.00001242689,0.005779693,0.0009079025,0.00001868897,1.375387e-7,0.0386817,0.00139062,0.0003787123,0.00004600549,0.9502403,0.0002098221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3464778,0.0004499194,0.2622626,0.000275604,0.003938226,0.02301848,0.00003425707,0.001196118,0.362347],"genre_scores_gemma":[0.9882075,0.00001181467,0.007823867,0.0001425745,0.00009134971,0.002967005,0.0004418086,0.00001357118,0.0003005395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9467533,"threshold_uncertainty_score":0.7629302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285187620769768,"score_gpt":0.2911239001278247,"score_spread":0.268272023920127,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}