{"id":"W3164378047","doi":"10.3138/cpp.2020-157","title":"New Insights on the Energy Impacts of Telework in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Alfred P. Sloan Foundation; University of Chicago; National Science Foundation","keywords":"Political science; Humanities; Sociology; Welfare economics; Economics; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751918,0.0001028953,0.0001603159,0.0002587232,0.0002360828,0.00008757272,0.0004637352,0.00009130377,0.0004784562],"category_scores_gemma":[0.001254402,0.00008855507,0.00003384092,0.001645409,0.0001138753,0.0001061959,0.00002485125,0.0001589788,0.000006659929],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003612472,"about_ca_system_score_gemma":0.191945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999433,"about_ca_topic_score_gemma":0.9999991,"domain_scores_codex":[0.9984055,0.0002167151,0.0001664082,0.0001779972,0.000319204,0.0007141867],"domain_scores_gemma":[0.9982961,0.000250577,0.00005979952,0.0003359747,0.0000895968,0.0009679276],"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":[0.000001057921,0.000006765609,0.01946892,0.000002490959,0.00001443161,0.00004150333,0.004159393,0.000003874788,0.000008229281,0.8494478,0.1153106,0.01153498],"study_design_scores_gemma":[0.0001208262,0.00000696319,0.1190744,0.00004051819,0.000001509645,0.000001284783,0.005441692,0.00000129674,0.00007700008,0.008433525,0.8666592,0.0001418105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5144541,0.001675245,0.000001586514,0.1438643,0.0004200018,0.0001027629,0.00003105174,0.00001769264,0.3394332],"genre_scores_gemma":[0.9900614,0.0002961427,0.00001279919,0.006976938,0.000561718,0.000005503444,0.000004313988,0.00001165387,0.002069556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8410143,"threshold_uncertainty_score":0.9446489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232502223403028,"score_gpt":0.2531907928431356,"score_spread":0.2308657706091053,"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."}}