{"id":"W4409836209","doi":"10.63335/j.hp.2025.0006","title":"The Energy Trilemma: An overview of balancing security, sustainability, and affordability","year":2025,"lang":"en","type":"article","venue":"Habitable Planet","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trilemma; Sustainability; Energy security; Energy (signal processing); Business; Environmental economics; Natural resource economics; Economics; Macroeconomics; Engineering; Monetary policy; Renewable energy","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":[0.002601178,0.001238947,0.001211224,0.007165529,0.001691315,0.007215477,0.001096314,0.003295328,0.00317053],"category_scores_gemma":[0.0020339,0.0004932142,0.0008728486,0.008605929,0.005696909,0.01532758,0.003491821,0.005044966,0.0005768192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005683875,"about_ca_system_score_gemma":0.005250775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006341469,"about_ca_topic_score_gemma":0.006505194,"domain_scores_codex":[0.9984655,0.0005748199,0.0001355725,0.0001634303,0.0004330019,0.0002275961],"domain_scores_gemma":[0.9984984,0.0009782409,0.0001363503,0.00005395753,0.0002325718,0.0001004135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003576405,0.00005099624,0.001034098,0.004798539,0.00006442596,0.0001942731,0.001359623,0.002007794,0.0005021182,0.7346935,0.02770304,0.2275559],"study_design_scores_gemma":[0.000004286575,0.00005911817,0.001471535,0.006671408,0.00003593466,0.0003185266,0.001931303,0.0008526987,0.0002506585,0.2041517,0.7842125,0.0000403661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001409688,0.942369,0.005977945,0.01523949,0.001339335,0.00002425203,0.00004002505,0.00003551329,0.03356477],"genre_scores_gemma":[0.02435339,0.9638764,0.003005444,0.004115505,0.001876654,0.000051487,0.00006212573,0.00002914072,0.002629801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007215477,"threshold_uncertainty_score":0.04123956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009512527450444319,"score_gpt":0.2460156081440391,"score_spread":0.2365030806935948,"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."}}