{"id":"W7102393396","doi":"10.1016/j.erss.2025.104425","title":"Anatomy of a unicorn: How systemic program management delivered a nuclear power plant on time and on budget","year":2025,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orchestration; Nuclear power; Nuclear power plant; Nuclear plant; Energy (signal processing); Nuclear industry; Element (criminal law); Research program","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006291056,0.0002872723,0.0001697231,0.001539757,0.01420546,0.009581804,0.001391216,0.001763379,0.006375144],"category_scores_gemma":[0.01112272,0.000374918,0.0002301387,0.001263808,0.02571397,0.005430298,0.006088071,0.002812766,0.0006432131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02547283,"about_ca_system_score_gemma":0.0239169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1488249,"about_ca_topic_score_gemma":0.2069485,"domain_scores_codex":[0.9933305,0.004566196,0.00008297789,0.0005172651,0.0006189432,0.000884078],"domain_scores_gemma":[0.995616,0.001746891,0.0004537893,0.0004609049,0.0006992074,0.001023289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.00004168391,0.0001252221,0.01795431,0.00009562593,0.00002331217,0.001335091,0.4183288,0.002120976,0.001361698,0.4602558,0.01447286,0.08388463],"study_design_scores_gemma":[0.00002495939,0.0002267241,0.02544901,0.0004618925,0.0000418758,0.0007560505,0.3687069,0.006368618,0.001484817,0.1184736,0.4778866,0.0001190674],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3728944,0.001136698,0.04693877,0.04310415,0.000271594,0.000307688,0.0000834189,0.0004704616,0.5347928],"genre_scores_gemma":[0.9656047,0.0003092558,0.006233362,0.0008190369,0.00001839391,0.00006801889,0.00002533365,0.0001372194,0.02678456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1488249,"threshold_uncertainty_score":0.2959172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481812996686311,"score_gpt":0.3863370194199249,"score_spread":0.3615188894530618,"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."}}