{"id":"W1770350779","doi":"10.15173/esr.v20i2.550","title":"Energy Security and Climate Change Mitigation as Combined Areas of Analysis in Contemporary Research","year":2014,"lang":"en","type":"article","venue":"Energy Studies Review","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Climate change; Energy security; Perspective (graphical); Environmental resource management; Climate change mitigation; Energy (signal processing); Environmental planning; Environmental science; Computer science; Engineering; Ecology; Renewable energy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00330181,0.0002503078,0.001216341,0.0004883393,0.0001933645,0.0000189556,0.0002756594,0.0001263681,0.00006736789],"category_scores_gemma":[0.001414203,0.0002131247,0.0002095524,0.002677609,0.000524556,0.000179082,0.0004818313,0.0002098406,0.000004117404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398728,"about_ca_system_score_gemma":0.00006096463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569988,"about_ca_topic_score_gemma":0.01204736,"domain_scores_codex":[0.9952384,0.002217439,0.000749118,0.000558221,0.0006495778,0.0005871978],"domain_scores_gemma":[0.9975415,0.0007312137,0.0001664262,0.0005972196,0.0008108499,0.0001528091],"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":[0.0001459287,0.000235906,0.01343628,0.003630011,0.0008244113,0.00003054423,0.0006694185,0.00007326098,0.000007045009,0.8888657,0.0006413077,0.0914402],"study_design_scores_gemma":[0.003265234,0.001557814,0.02175638,0.005868504,0.0007146781,0.00001159962,0.004459687,0.004671595,0.0007494438,0.2617882,0.693837,0.001319915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.111112,0.7789219,0.0000189161,0.006751085,0.000130071,0.0004860763,0.0000168944,0.00008605381,0.102477],"genre_scores_gemma":[0.7445032,0.2543762,0.00001118046,0.0005694684,0.00004501401,0.0002605976,0.0000491307,0.00001332021,0.0001718516],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6931956,"threshold_uncertainty_score":0.9908547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09252626681282128,"score_gpt":0.3919278665338802,"score_spread":0.299401599721059,"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."}}