{"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":"31dbf2874c88","filters":{"venue":"International Journal of Business Analytics and Security (IJBAS)"}},"results":[{"id":"W7141393214","doi":"10.54489/6v67h310","title":"Stakeholder Dynamics and Performance Outcomes: Insights from UAE Medical Project Ecosystems","year":2025,"lang":"","type":"article","venue":"International Journal of Business Analytics and Security (IJBAS)","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Project stakeholder; Stakeholder; Stakeholder analysis; Project charter; Project sponsorship; Stakeholder management; Project risk management; Project planning; Project management","authors":[{"name":"Mounir El Khatib","is_ca":false},{"name":"Latifa Abdelrahim Dorabi Alzarooni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01870163355314411,"gpt":0.2553415865791349,"spread":0.2366399530259908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005601993,0.0004024295,0.0007567241,0.0008263219,0.0002565582,0.0009426263,0.001419205,0.0002692901,0.00006121882],"category_scores_gemma":[0.0003755368,0.0003264183,0.0001236163,0.0009876735,0.000237463,0.00145242,0.0007747061,0.0006149005,0.000004886087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237675,"about_ca_system_score_gemma":0.001448552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004470889,"about_ca_topic_score_gemma":0.0006047417,"domain_scores_codex":[0.9959251,0.0000895666,0.001456931,0.0004762033,0.001755451,0.0002967463],"domain_scores_gemma":[0.995279,0.0002660753,0.0007941462,0.0002816477,0.003146052,0.0002331157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004800227,0.001603871,0.830494,0.0009838525,0.003983582,0.0007623757,0.004906326,0.001527015,0.00002922275,0.07001267,0.00216496,0.08305214],"study_design_scores_gemma":[0.001625344,0.00009872254,0.1728348,0.001303374,0.0001398614,0.000186755,0.0001636133,0.8165541,0.00003435601,0.002905697,0.003815418,0.0003380602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274923,0.002595818,0.05382615,0.01121444,0.00415403,0.0001548709,0.0001014916,0.00001693849,0.0004439661],"genre_scores_gemma":[0.9883714,0.009249173,0.0004536278,0.0009687522,0.000564668,0.000001710535,0.00003154268,0.00001759844,0.0003415557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8150271,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}