{"id":"W4281485703","doi":"10.1186/s12544-022-00547-0","title":"Implications of COVID-19 for future travel behaviour in the rural periphery","year":2022,"lang":"en","type":"article","venue":"European Transport Research Review","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transport engineering; Engineering; Forensic engineering; Virology; Medicine; Outbreak","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001546747,0.0001656883,0.0002028573,0.0004651452,0.001852742,0.002146177,0.0005891086,0.0009742086,0.01141708],"category_scores_gemma":[0.004850024,0.0001316066,0.0004840698,0.000813181,0.001313919,0.001684519,0.003245316,0.001381619,0.001029128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390045,"about_ca_system_score_gemma":0.002015254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03144404,"about_ca_topic_score_gemma":0.05329554,"domain_scores_codex":[0.9987687,0.0005328981,0.00005161598,0.0001132331,0.0001291864,0.0004042502],"domain_scores_gemma":[0.9974602,0.0004657216,0.0006146248,0.0001241179,0.0005696816,0.0007657084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003702053,0.0004488464,0.7364593,0.00127666,0.0001309119,0.002693915,0.09031101,0.00270424,0.002820175,0.02094201,0.02308957,0.1187532],"study_design_scores_gemma":[0.00001843703,0.0005942624,0.7251322,0.00123543,0.00005633542,0.001030281,0.180441,0.001405037,0.0004175786,0.007847819,0.08174077,0.00008080048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370913,0.001483327,0.002181173,0.01870467,0.0001975311,0.0001025548,0.00142987,0.00005037882,0.03875924],"genre_scores_gemma":[0.9942411,0.001040817,0.0006181878,0.0009013019,0.00003562641,0.00005029705,0.000366138,0.0000104119,0.002736055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03144404,"threshold_uncertainty_score":0.06252205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1708870454418407,"score_gpt":0.4474555774101848,"score_spread":0.2765685319683442,"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."}}