{"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":"643517b5abfd","filters":{"venue":"NDU Journal"}},"results":[{"id":"W4409868857","doi":"10.54690/ndujournal.39.220","title":"THE IMPACT OF RISK ASSESSMENT STRATEGIES ON RESEARCH AND DEVELOPMENT PROJECTS OF THE DEFENCE SECTOR IN PAKISTAN","year":2025,"lang":"en","type":"article","venue":"NDU Journal","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","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":"Risk assessment; Business; Environmental planning; Risk analysis (engineering); Geography; Management; Economics","authors":[{"name":"د. عمار فتحي موسي إسماعيل Dr. Ammar Fathi Musa Ismail","is_ca":false},{"name":"M Nawaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08586528464010373,"gpt":0.4717578274320391,"spread":0.3858925427919354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03482128,0.0005045737,0.0003302132,0.004066675,0.00830743,0.01181385,0.0013957,0.001828643,0.002238365],"category_scores_gemma":[0.06641524,0.0004688866,0.0003494513,0.003833301,0.005886295,0.004807088,0.0109495,0.002518004,0.0003909257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01203126,"about_ca_system_score_gemma":0.02782823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008119216,"about_ca_topic_score_gemma":0.008408686,"domain_scores_codex":[0.944098,0.03470947,0.003012397,0.001883082,0.01017237,0.006124654],"domain_scores_gemma":[0.9006221,0.05331255,0.02314466,0.003838768,0.01105734,0.008024477],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003845792,0.0006882136,0.3089362,0.001029256,0.0001754038,0.003589637,0.2092011,0.006211461,0.003084058,0.09781528,0.004180487,0.3647044],"study_design_scores_gemma":[0.00006712816,0.001182162,0.2399863,0.00173243,0.00009336582,0.001847016,0.625008,0.004667496,0.003202079,0.03440241,0.08758728,0.0002243246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409615,0.001941702,0.006071469,0.01365486,0.00006112311,0.0002944732,0.00006731446,0.000040884,0.03690661],"genre_scores_gemma":[0.9972886,0.0005118165,0.001234935,0.0001939282,0.000007207157,0.00006052033,0.00001101753,0.000003729519,0.0006882681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9651787,"threshold_uncertainty_score":0.1841547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}