{"id":"W3138200642","doi":"10.1111/risa.13727","title":"New Methods for Evaluating Energy Infrastructure Development Risks","year":2021,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Environmental economics; Software deployment; Nuclear power; Business; Testbed; Scrutiny; Carbon capture and storage (timeline); Electricity; Risk analysis (engineering); Computer science; Engineering; Economics; Political science","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":[0.02060847,0.002916375,0.001519048,0.01194987,0.0008576575,0.004675374,0.001437682,0.00142866,0.004868053],"category_scores_gemma":[0.07244935,0.0006018431,0.002152427,0.008779909,0.001771301,0.004082581,0.002287912,0.002806246,0.0005145494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0035277,"about_ca_system_score_gemma":0.002982741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005939734,"about_ca_topic_score_gemma":0.004870035,"domain_scores_codex":[0.9819843,0.01115777,0.001308345,0.001428858,0.003766475,0.0003542306],"domain_scores_gemma":[0.9088618,0.07736719,0.006158875,0.003301321,0.003889191,0.0004216999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001552696,0.0004478168,0.03891014,0.0008230993,0.0009290654,0.0001382259,0.0009194419,0.512454,0.001412883,0.2662466,0.004450594,0.1731128],"study_design_scores_gemma":[0.00002724178,0.000167281,0.007357256,0.0002438487,0.00008461171,0.00009819905,0.0009048493,0.8365437,0.001211489,0.1440702,0.009191139,0.0001001688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01837646,0.000449208,0.9725848,0.0002930142,0.00004896258,0.0004575955,0.001054086,0.0002244951,0.006511361],"genre_scores_gemma":[0.3139033,0.0009895386,0.6790582,0.0001383918,0.00008401889,0.002414576,0.001483003,0.0001412694,0.001787698],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02060847,"threshold_uncertainty_score":0.1089893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1700743664102675,"score_gpt":0.5243325701756997,"score_spread":0.3542582037654322,"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."}}