{"id":"W2808048816","doi":"10.1002/j.1551-8701.2003.tb01734.x","title":"Shedding Light on a Dark Situation","year":2003,"lang":"en","type":"article","venue":"Opflow","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Guard (computer science); Water tanks; National guard; Environmental science; Power (physics); Engineering; Environmental engineering; Computer science; Electric power system; Political science; Physics","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":[0.005459114,0.0007568297,0.0005248729,0.001281102,0.03605719,0.01524166,0.001519735,0.006338768,0.0126109],"category_scores_gemma":[0.01009492,0.0006008982,0.0004513739,0.001136765,0.02976363,0.01791181,0.01447268,0.01794567,0.001840992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007518562,"about_ca_system_score_gemma":0.006214754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01808936,"about_ca_topic_score_gemma":0.03583945,"domain_scores_codex":[0.9924368,0.003647144,0.0001166585,0.0005655674,0.001441004,0.001792859],"domain_scores_gemma":[0.9922978,0.001397144,0.000734961,0.000528099,0.001156993,0.003884938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001196657,0.0001161289,0.003500556,0.0001600417,0.00003006067,0.003488799,0.2883685,0.0002422008,0.001167043,0.2008795,0.4646118,0.03731576],"study_design_scores_gemma":[0.00000882384,0.00003350636,0.000950483,0.0001748537,0.000005354722,0.0007164823,0.2937733,0.0001116552,0.0001385441,0.02509857,0.6789445,0.00004392818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1355401,0.007856468,0.005003442,0.5957691,0.01680166,0.00004243285,0.0002125868,0.0002690734,0.2385052],"genre_scores_gemma":[0.8464013,0.004328527,0.001440218,0.08676624,0.002947866,0.00004330665,0.00008864153,0.0002793149,0.05770473],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03605719,"threshold_uncertainty_score":0.05455124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00770594691570646,"score_gpt":0.2066895676796826,"score_spread":0.1989836207639762,"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."}}