{"id":"W4399819256","doi":"10.1007/978-3-031-59733-6_5","title":"Reality—Current State of Sustainable Energy","year":2024,"lang":"en","type":"book-chapter","venue":"The Springer series in sustainable energy policy","topic":"Global Energy Security and Policy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Current (fluid); State (computer science); Sustainable energy; Energy (signal processing); Engineering physics; Environmental science; Computer science; Engineering; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270642,0.0008737127,0.0006626194,0.001330186,0.001537194,0.01005876,0.001436802,0.002569779,0.02654978],"category_scores_gemma":[0.003359642,0.0003577984,0.0004082322,0.00293509,0.00507663,0.01448527,0.003292901,0.005080517,0.007914414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003753291,"about_ca_system_score_gemma":0.006399939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251384,"about_ca_topic_score_gemma":0.006105696,"domain_scores_codex":[0.9981878,0.0005232359,0.00006564761,0.0001402874,0.0009136185,0.0001693349],"domain_scores_gemma":[0.9989955,0.0004490982,0.00005434003,0.0001173232,0.000265575,0.0001182516],"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":[0.000008964548,0.00001537116,0.00008451202,0.0002667741,0.000005171112,0.00003217746,0.0004898627,0.0003025062,0.0001689173,0.6781311,0.2304509,0.09004378],"study_design_scores_gemma":[7.591308e-7,0.000003186904,0.00007533899,0.000272159,0.000001345641,0.00002962037,0.0004668198,0.000129372,0.00005469686,0.09649297,0.9024684,0.000005321793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001176685,0.1832844,0.008761124,0.1379656,0.01471927,0.00002305482,0.0003113104,0.0002977306,0.6534608],"genre_scores_gemma":[0.1000964,0.4350157,0.01561013,0.04140535,0.01158927,0.0001520324,0.001483468,0.0007481979,0.3938994],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02654978,"threshold_uncertainty_score":0.08881789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124596989392956,"score_gpt":0.2510045859119746,"score_spread":0.239758616018045,"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."}}