{"id":"W4280649639","doi":"10.3390/su14105780","title":"Will the Effects of COVID-19 on Commuting and Daily Activities of the University Students Be Maintained? Evidence from a Small Town in Sicily","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public transport; Mode (computer interface); Psychology; Demographic economics; Regression analysis; Demography; Geography; Sociology; Statistics; Transport engineering; Medicine; Engineering; Economics; Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00271825,0.0003495652,0.0005694271,0.00121375,0.001041167,0.00135468,0.001216233,0.0009393302,0.003580301],"category_scores_gemma":[0.007190472,0.0003092943,0.0009036168,0.00167349,0.001583533,0.0006741195,0.001528862,0.001375443,0.0004794929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311369,"about_ca_system_score_gemma":0.0012001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08676793,"about_ca_topic_score_gemma":0.1165263,"domain_scores_codex":[0.9978162,0.001022991,0.000148405,0.0002835615,0.0002466996,0.0004821211],"domain_scores_gemma":[0.9926105,0.002308345,0.002152057,0.0006221916,0.0008396403,0.001467219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002036929,0.000333917,0.9890999,0.00007104278,0.00009561994,0.0002181173,0.004020654,0.00007227132,0.0001211281,0.0000865879,0.0003650622,0.005312031],"study_design_scores_gemma":[0.000002805255,0.000109953,0.9973482,0.00001415385,0.00001518786,0.00001892393,0.00223056,0.00005360243,0.00001220173,0.000006397918,0.0001843462,0.00000359605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988851,0.0001923995,0.00003420332,0.0001315283,0.000008441811,0.00000971588,0.00009724813,0.000001418601,0.0006399063],"genre_scores_gemma":[0.999446,0.0001478858,0.00003625923,0.00004174339,0.00001076929,0.000008004947,0.0001294648,0.000001316464,0.0001785983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08676793,"threshold_uncertainty_score":0.1725258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819579584240063,"score_gpt":0.2979052026766857,"score_spread":0.2797094068342851,"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."}}