{"id":"W581861897","doi":"","title":"Demand Response: An analysis of potential and opportunities in Energy Pool’s targeted markets","year":2013,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demand response; Natural resource economics; Economics; Business; Engineering; Electricity; Electrical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002526056,0.0004991167,0.0008266187,0.004847023,0.0001928612,0.00004530457,0.00060154,0.0006249726,0.0001715225],"category_scores_gemma":[0.00001096133,0.0006926771,0.0002666929,0.00146969,0.0001299061,0.0006315236,0.0001352941,0.000339184,0.000001498094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076554,"about_ca_system_score_gemma":0.0001586023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514912,"about_ca_topic_score_gemma":0.001231525,"domain_scores_codex":[0.9976545,0.0005480468,0.0003645289,0.0006418074,0.0003803915,0.0004107165],"domain_scores_gemma":[0.9985606,0.0001287284,0.0002562605,0.0006102957,0.000176285,0.0002678449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01876984,0.001787374,0.01030069,0.002427939,0.04030753,0.0282215,0.01116199,0.768039,0.04774485,0.01780357,0.01580029,0.0376354],"study_design_scores_gemma":[0.00658545,0.0006662863,0.335614,0.0008943942,0.02080392,0.0000549145,0.0775601,0.3077509,0.0223116,0.00007553188,0.2224423,0.005240607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597989,0.0003847539,0.0006666582,0.00002057562,0.0007775791,0.0001880489,0.0000594185,0.0002725761,0.03783146],"genre_scores_gemma":[0.8741152,0.001916428,0.000168242,0.000008147598,0.00004430536,6.704872e-7,0.0007826884,0.00005560514,0.1229087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4602881,"threshold_uncertainty_score":0.9995524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006433777693228041,"score_gpt":0.1624810228448963,"score_spread":0.1560472451516683,"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."}}