{"id":"W4400344101","doi":"10.1007/s11116-024-10510-8","title":"Who drops off web-based travel surveys? Investigating the impact of respondents dropping out of travel diaries during online travel surveys","year":2024,"lang":"en","type":"article","venue":"Transportation","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Travel behavior; Transport engineering; Travel time; Advertising; Travel survey; Web survey; Geography; Marketing; Business; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01704755,0.0003120453,0.0005970775,0.002431611,0.001884185,0.003054937,0.001765945,0.001715197,0.003077541],"category_scores_gemma":[0.1114567,0.0005940237,0.001589976,0.0039887,0.001192471,0.003053725,0.002757238,0.002970232,0.0007646909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176299,"about_ca_system_score_gemma":0.002752502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08464723,"about_ca_topic_score_gemma":0.07804871,"domain_scores_codex":[0.9755294,0.01295989,0.002456023,0.001284553,0.004985862,0.00278421],"domain_scores_gemma":[0.9114374,0.03537259,0.03218818,0.004632464,0.01000662,0.006362712],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007881158,0.0001766201,0.9901841,0.00003659644,0.00009270717,0.00004924786,0.002478715,0.00002791525,0.00002571561,0.00005649242,0.000560347,0.006232746],"study_design_scores_gemma":[0.000005576239,0.000105635,0.9900103,0.0001001172,0.00006807856,0.00006926984,0.008472648,0.0002176433,0.00004019221,0.00005154727,0.0008492814,0.000009640116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937084,0.000364091,0.0002367768,0.00214177,0.00005214358,0.0001151705,0.0009894117,0.000008844441,0.002383385],"genre_scores_gemma":[0.997072,0.0003505301,0.0002663718,0.0008342824,0.0000461206,0.0001053958,0.0006580394,0.00001193477,0.0006553818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9829525,"threshold_uncertainty_score":0.1683091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943394651069401,"score_gpt":0.3350359119200543,"score_spread":0.2956019654093603,"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."}}