{"id":"W4391284359","doi":"10.24843/mite.2023.v22i02.p10","title":"Analisis Efisiensi Energi antara Lampu LED dan Lampu Konvensional (Studi kasus: Pada Hotel Cap Karoso)","year":2023,"lang":"id","type":"article","venue":"Majalah Ilmiah Teknologi Elektro","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Business","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":["insufficient_payload"],"category_scores_codex":[0.001176893,0.001261671,0.001186612,0.0005881395,0.001086742,0.0003582849,0.001531381,0.0004952918,0.002204225],"category_scores_gemma":[0.0002989372,0.00120018,0.0004651238,0.002969264,0.0009412198,0.0005592295,0.004249715,0.0009192014,0.008182442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000854614,"about_ca_system_score_gemma":0.0001479686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215981,"about_ca_topic_score_gemma":0.001744727,"domain_scores_codex":[0.9913352,0.0004090898,0.001296526,0.002341048,0.001991895,0.002626303],"domain_scores_gemma":[0.9969648,0.0003950439,0.0005088834,0.001469144,0.00009237199,0.0005698187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006495827,0.001279023,0.4088903,0.0002769316,0.001042115,0.00429015,0.002022348,0.002941576,0.070757,0.00140012,0.4715582,0.03489264],"study_design_scores_gemma":[0.002476815,0.0005870914,0.849197,0.0001729687,0.0002368324,0.00005774507,0.002413267,0.001324617,0.005868216,0.0007319219,0.1349585,0.001975024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799762,0.0006413771,0.0001161044,0.004438465,0.002421651,0.001075116,0.0001028073,0.0009563455,0.01027188],"genre_scores_gemma":[0.9690105,0.002116953,0.0009485441,0.001798242,0.0003747327,0.0001315545,0.0004067309,0.0001446004,0.02506809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403067,"threshold_uncertainty_score":0.9990448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380781228395103,"score_gpt":0.2241791161341358,"score_spread":0.2103713038501848,"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."}}