{"id":"W2973146459","doi":"","title":"Potential Impacts of Telecommuting on Transportation Behaviours, Health and Hours Worked in Québec","year":2019,"lang":"en","type":"article","venue":"CIRANO Project Reports","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telecommuting; Socioeconomic status; Geography; Incentive; Demographic economics; Context (archaeology); Work (physics); Business; Economics; Demography; Population; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006490954,0.0003185482,0.0002847592,0.00105238,0.002185314,0.001265344,0.001038983,0.0003803688,0.004976229],"category_scores_gemma":[0.002339403,0.0001581265,0.0007086378,0.002745303,0.0006535645,0.0004654517,0.0008980322,0.0006203552,0.0002754663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03051576,"about_ca_system_score_gemma":0.01571242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967313,"about_ca_topic_score_gemma":0.9976872,"domain_scores_codex":[0.9991504,0.0001998183,0.00002807738,0.00007942828,0.0001727671,0.0003694133],"domain_scores_gemma":[0.997635,0.0003822695,0.000497958,0.00007351097,0.0008550293,0.000556211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005846925,0.00005096569,0.9841977,0.00004357502,0.0001019336,0.0001516106,0.0008797651,0.00112718,0.0002020477,0.0004812165,0.002875391,0.009830198],"study_design_scores_gemma":[0.000004994134,0.00002096454,0.9951616,0.0000442944,0.00002832382,0.00002425434,0.001697808,0.001251139,0.00003932685,0.00004726775,0.001667845,0.00001232349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789568,0.0009291377,0.0004352887,0.00174753,0.00002393526,0.00006148664,0.008816586,0.00003339039,0.008995854],"genre_scores_gemma":[0.9953552,0.0004839484,0.000161833,0.0001561104,0.000008118162,0.00002357511,0.001694244,0.000004810742,0.002112211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03051576,"threshold_uncertainty_score":0.2214084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577556404052282,"score_gpt":0.314131381018626,"score_spread":0.2983558169781031,"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."}}