{"id":"W4327654108","doi":"10.1016/j.jue.2022.103531","title":"In remembrance Edwin S. Mills (1928-2021)","year":2023,"lang":"en","type":"article","venue":"Journal of Urban Economics","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Fell; Electricity; Consumption (sociology); Coronavirus disease 2019 (COVID-19); Agricultural economics; Energy consumption; Electric energy consumption; Work (physics); Economics; Engineering; Geography; Electric energy; Power (physics)","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":["insufficient_payload"],"category_scores_codex":[0.001326266,0.0001108206,0.0002585603,0.0001303389,0.00003389606,0.00003293987,0.0003663395,0.00006187057,0.001489208],"category_scores_gemma":[0.0002464557,0.0001094934,0.0001179248,0.0003057522,0.00008006144,0.000578867,0.0001245725,0.0002304552,0.00125368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007838993,"about_ca_system_score_gemma":0.00006471016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000947298,"about_ca_topic_score_gemma":0.0001885291,"domain_scores_codex":[0.9987465,0.00006323191,0.0006253042,0.0001581737,0.0001252914,0.0002814585],"domain_scores_gemma":[0.9990544,0.0001772222,0.0003743742,0.0002363869,0.000006675758,0.0001509914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182882,0.0002055848,0.6156774,0.00003089348,0.00004336927,0.0001661411,0.002377025,0.0514052,0.005302812,0.0002873502,0.3084726,0.0158487],"study_design_scores_gemma":[0.001284431,0.000130689,0.5812958,0.00003396536,0.00001058598,0.00004219521,0.0001766243,0.004157544,0.001866368,0.003719179,0.4069775,0.00030501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910911,0.00004231692,0.0000329766,0.00582332,0.000609169,0.00007162961,0.000007645223,0.000008535029,0.002313264],"genre_scores_gemma":[0.9944094,0.0004594765,0.0004403682,0.002721762,0.0002918195,0.000001368364,8.90665e-7,0.00002008481,0.001654854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09850492,"threshold_uncertainty_score":0.9995239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155829915324382,"score_gpt":0.274712542697283,"score_spread":0.2531542435440391,"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."}}