{"id":"W2974826008","doi":"10.1016/b978-0-12-819556-7.00001-2","title":"Fundamental aspects of energy, environment, and sustainability","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Energy (signal processing); Multidisciplinary approach; Environmental pollution; Sustainable development; Environmental planning; Environmental resource management; Environmental economics; Environmental science; Environmental protection; Political science; Ecology; Sociology; Social science; Economics; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003432128,0.0005261467,0.0008062003,0.0001777276,0.0001033642,0.00003653612,0.0003564426,0.0005616107,0.001397409],"category_scores_gemma":[0.000056659,0.0005114425,0.0003031978,0.00001678809,0.000816188,0.00006098267,0.0004469574,0.0004594215,0.00004710042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005302778,"about_ca_system_score_gemma":0.0005212286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119196,"about_ca_topic_score_gemma":0.0002775699,"domain_scores_codex":[0.9973691,0.0001048553,0.0005766734,0.0007930233,0.0005936158,0.000562706],"domain_scores_gemma":[0.9981775,0.0001462007,0.000232823,0.001034252,0.0001791993,0.0002300442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006323879,0.00001810531,0.00012742,0.0003312886,0.0001097316,0.00002836177,0.00004516912,0.00004552153,0.000005709722,0.4543541,0.000006888737,0.5448644],"study_design_scores_gemma":[0.000323859,0.000170562,0.0001674942,0.00005069222,0.00004938415,0.0000102819,0.00005870896,0.00001867231,0.00006117251,0.3489991,0.6497718,0.0003182486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00106342,0.001462843,0.000002460347,0.00008438951,0.0001016135,0.0004164187,0.00004652026,0.00003838268,0.996784],"genre_scores_gemma":[0.2250082,0.0002006844,0.00002754601,0.00005566643,0.00007779989,0.00001240279,0.00004644502,0.00005657035,0.7745147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6497649,"threshold_uncertainty_score":0.9997337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009844538132173297,"score_gpt":0.2361101754080135,"score_spread":0.2262656372758402,"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."}}