{"id":"W2165657401","doi":"10.1080/2325548x.2014.901861","title":"The Quest: Energy, Security, and the Remaking of the Modern World","year":2014,"lang":"en","type":"article","venue":"The AAG Review of Books","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":244,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Energy (signal processing); Energy security; History; Political science; Engineering; Physics; Renewable energy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004225261,0.0001519942,0.0003910772,0.00001798617,0.0004067254,0.00003385805,0.001089755,0.00004242612,0.0000200218],"category_scores_gemma":[0.0009959844,0.00005357349,0.0002431513,0.0002166497,0.001309674,0.00003820391,0.0006036443,0.0002672517,0.000001801381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954636,"about_ca_system_score_gemma":0.00007038931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012219,"about_ca_topic_score_gemma":0.003866546,"domain_scores_codex":[0.9969195,0.001680292,0.0004660548,0.0001783946,0.0004629434,0.000292794],"domain_scores_gemma":[0.9969659,0.001157804,0.0002465003,0.001375761,0.0002140383,0.00003996884],"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":[0.0000531262,0.00001204804,0.00005703401,0.0007979527,0.00004483078,2.671007e-7,0.0003071743,0.00007963822,0.00001517926,0.9362523,0.00058247,0.06179797],"study_design_scores_gemma":[0.000313812,0.0000240929,0.0001935084,0.001520343,0.00007460506,0.000008553196,0.00007169577,0.002038723,0.0003922771,0.5820022,0.4132727,0.00008751645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0204762,0.2957893,0.00007708196,0.03848493,0.0002306175,0.001025146,0.000004795223,0.00004598313,0.6438659],"genre_scores_gemma":[0.973248,0.01887208,0.000007317087,0.001937937,0.00007467859,0.00004398014,6.222925e-7,0.00001473984,0.005800671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9527718,"threshold_uncertainty_score":0.4825549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008574793356565587,"score_gpt":0.2616989944140196,"score_spread":0.253124201057454,"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."}}