{"id":"W4312609627","doi":"10.1007/978-981-19-5295-1_11","title":"Technical and Economic Evaluation of Energy-Saving Measures","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Chevron (Canada)","funders":"","keywords":"Energy balance; Energy (signal processing); Environmental economics; Currency; Electricity; Balance (ability); Economics; Economic evaluation; Electricity generation; Exergy; Value (mathematics); Natural resource economics; Power (physics); Engineering; Computer science; Process engineering; Microeconomics; Macroeconomics; Electrical engineering; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007716239,0.0002535328,0.0004694481,0.0002043264,0.00007199409,0.00001681832,0.0001743348,0.0003073274,0.007711002],"category_scores_gemma":[0.00001588264,0.0002272908,0.0001452341,0.00001347961,0.00006497062,0.00005841678,0.0001813227,0.000132562,0.000007827595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055875,"about_ca_system_score_gemma":0.0002181508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009884887,"about_ca_topic_score_gemma":0.01805452,"domain_scores_codex":[0.9983773,0.00006617376,0.000499829,0.0003885761,0.0005183895,0.0001497387],"domain_scores_gemma":[0.9991133,0.00006044715,0.0002786742,0.0004039498,0.00007656276,0.00006712796],"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":[0.000008353671,0.000005901041,0.000003441445,0.0000156493,0.00009340254,0.000001735575,0.00000855934,0.006727,0.0004308289,0.9594325,0.001955441,0.03131719],"study_design_scores_gemma":[0.0003113568,0.00005291515,0.00001628022,0.00006071755,0.0001655599,0.00002742338,0.00000905033,0.0007831993,0.0003018957,0.0230334,0.9749399,0.0002983233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007200122,0.004250247,0.0001470639,0.00003003873,0.0006210647,0.00008244926,0.00001527855,0.0000641606,0.9947177],"genre_scores_gemma":[0.3011791,0.0009634257,0.0001391748,0.00004611408,0.0003629288,0.00005742608,0.00008391561,0.0001050039,0.6970628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9729844,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345715457280281,"score_gpt":0.244365118202832,"score_spread":0.2109079636300292,"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."}}