{"id":"W3133610155","doi":"10.3390/su13063004","title":"Living with Legacy Risk—The Limits of Practicalities?","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Risk analysis (engineering); Set (abstract data type); Legacy system; Hazard; Business; Computer science; Law and economics; Actuarial science; Economics; Software","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06101208,0.00138039,0.001569542,0.002340668,0.009400038,0.02676417,0.005021312,0.01183231,0.007829968],"category_scores_gemma":[0.07319412,0.0006904263,0.0009492908,0.00158476,0.09179601,0.05466778,0.01837717,0.01407756,0.001147977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008420515,"about_ca_system_score_gemma":0.01162495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004793495,"about_ca_topic_score_gemma":0.00355141,"domain_scores_codex":[0.936125,0.04902456,0.001648551,0.0034027,0.007237553,0.002561577],"domain_scores_gemma":[0.9012595,0.0785848,0.004178579,0.0071088,0.005423021,0.003445179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001728228,0.00004622509,0.0005832089,0.0003427423,0.00002352931,0.0002910461,0.04495283,0.0003534244,0.0002081106,0.9240388,0.004903953,0.0242389],"study_design_scores_gemma":[0.00001073058,0.00003255809,0.0003221541,0.0009966083,0.000009408745,0.0003392057,0.06781113,0.0003839881,0.0001289205,0.8701423,0.05979035,0.00003263092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02553747,0.03003765,0.04807053,0.7098235,0.001768122,0.000118947,0.00005246708,0.0001332262,0.1844581],"genre_scores_gemma":[0.9251618,0.0192927,0.02113,0.02346177,0.002552034,0.000361648,0.00005773689,0.0001256116,0.007856659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06101208,"threshold_uncertainty_score":0.3226665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303218193120943,"score_gpt":0.3482577967534587,"score_spread":0.3252256148222493,"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."}}