{"id":"W4313575407","doi":"10.1007/s11116-022-10369-7","title":"Studying the Interrelationship between Telecommuting during COVID-19, residential local accessibility, and active travel: a panel study in Montréal, Canada","year":2023,"lang":"en","type":"article","venue":"Transportation","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Telecommuting; Coronavirus disease 2019 (COVID-19); Transport engineering; 2019-20 coronavirus outbreak; Geography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Regional science; Business; Environmental planning; Engineering; Work (physics); Outbreak; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324502,0.0006093848,0.0006766636,0.001587816,0.004526358,0.002303255,0.001922949,0.001151172,0.003533188],"category_scores_gemma":[0.001618104,0.0006311228,0.001031926,0.004887151,0.0008513668,0.0008560704,0.001280736,0.001647428,0.0005232622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02816631,"about_ca_system_score_gemma":0.02187006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964218,"about_ca_topic_score_gemma":0.9987699,"domain_scores_codex":[0.9988866,0.0002053796,0.00004353715,0.0001889397,0.0001704395,0.000505106],"domain_scores_gemma":[0.9978017,0.0001527259,0.0002547361,0.00008122217,0.0008456227,0.0008639046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000877532,0.0001828627,0.9871537,0.00003529384,0.0001844207,0.0001038068,0.005157954,0.0002173284,0.0003061437,0.0001468825,0.003473989,0.002949926],"study_design_scores_gemma":[0.00000525458,0.00002032803,0.9934468,0.00002286383,0.00002917095,0.000009324733,0.004941229,0.0001667961,0.0000409594,0.000009634219,0.001292531,0.00001507894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989152,0.0005000203,0.0001501515,0.0004960492,0.00002143136,0.0001018597,0.007638454,0.00001251548,0.001927529],"genre_scores_gemma":[0.9907211,0.0005549388,0.0002471317,0.0002440026,0.0000135995,0.00009950054,0.004112948,0.00001142802,0.003995258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816631,"threshold_uncertainty_score":0.2043619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892604443402192,"score_gpt":0.3495413319451967,"score_spread":0.2602808876049775,"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."}}