{"id":"W2555964569","doi":"10.5547/01956574.38.5.cwoo","title":"Winter Residential Optional Dynamic Pricing: British Columbia.","year":2016,"lang":"en","type":"article","venue":"The Energy Journal","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agricultural economics; Environmental science; Geography; Business; Meteorology; Economics; Demography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002484329,0.00009313223,0.000107889,0.00004644697,0.0001983172,0.000348,0.0003499913,0.00004316006,0.001225613],"category_scores_gemma":[0.00001794402,0.00008283646,0.00009359202,0.00009010301,0.00005720378,0.0001928416,0.00007876394,0.0001385658,0.00004340564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831804,"about_ca_system_score_gemma":0.00001763422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001894782,"about_ca_topic_score_gemma":0.008735473,"domain_scores_codex":[0.9989927,0.0000487196,0.0002478427,0.0001108837,0.0002984765,0.0003013458],"domain_scores_gemma":[0.9995937,0.00004048017,0.00004543792,0.0001931148,0.00004210355,0.00008513598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000266585,0.00005460373,0.002872797,0.0000138609,0.0007065889,0.0003892915,0.00009450754,0.2434057,0.0109049,0.00125949,0.6503876,0.08988402],"study_design_scores_gemma":[0.004160091,0.0001776163,0.2360018,0.0008140262,0.0002091591,0.007055673,0.0001591796,0.02367977,0.001400845,0.01729055,0.7076117,0.00143959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7255269,0.0008865935,0.2495267,0.001808526,0.006778907,0.00006920296,0.000008366477,0.00041172,0.01498301],"genre_scores_gemma":[0.981086,0.0003845748,0.0002399339,0.0001089215,0.001027766,0.000008029161,0.000001622328,0.00004302439,0.01710014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255559,"threshold_uncertainty_score":0.9996874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004103112483072388,"score_gpt":0.1754397417552786,"score_spread":0.1713366292722062,"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."}}