{"id":"W1987065492","doi":"10.1002/er.1321","title":"Green Energy Systems and Applications: A Road to Sustainability","year":2007,"lang":"en","type":"article","venue":"International Journal of Energy Research","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural resource economics; Sustainable development; Energy consumption; Sustainability; Business; Environmental degradation; Environmental economics; Energy supply; Consumption (sociology); Environmental impact of the energy industry; Environmental resource management; Environmental science; Economics; Renewable energy; Energy policy; Engineering; Energy (signal processing); Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005678576,0.0001838068,0.0003157182,0.001344607,0.0002085027,0.0002333048,0.001264181,0.000183713,0.00006776112],"category_scores_gemma":[0.001501603,0.0001618652,0.0001326323,0.0009479276,0.00032801,0.0003227561,0.0005319216,0.0004755048,0.000007976761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234519,"about_ca_system_score_gemma":0.0006225689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0355656,"about_ca_topic_score_gemma":0.00227346,"domain_scores_codex":[0.9951386,0.0005046164,0.0008616792,0.0003819331,0.00233562,0.0007774927],"domain_scores_gemma":[0.988341,0.0007552364,0.0001610612,0.0003977554,0.009699577,0.0006454218],"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":[0.000952588,0.0002579861,0.001129744,0.00003153861,0.0001886439,0.0003643819,0.0001418789,0.004648779,0.00028971,0.6024842,0.0004928712,0.3890176],"study_design_scores_gemma":[0.0007894831,0.0004352541,0.002816339,0.00005075818,0.000008113186,0.0003861228,0.00210061,0.0005998911,0.0007362118,0.1341268,0.8577295,0.0002209118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5258871,0.01480501,0.2190284,0.04441809,0.003195473,0.001519415,0.00006179002,0.0002504218,0.1908342],"genre_scores_gemma":[0.9915965,0.0002080964,0.0001569855,0.0002418977,0.001367492,0.00006365977,0.000007565464,0.00002614413,0.006331661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8572366,"threshold_uncertainty_score":0.9708567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944608859546799,"score_gpt":0.3879488204559557,"score_spread":0.3585027318604878,"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."}}