{"id":"W4379051652","doi":"10.3390/su15118921","title":"University Bus Services: Responding to Students’ Travel Demands?","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Taxis; Public transport; Business; Transport engineering; Service (business); Equity (law); Service quality; Feeling; Engineering; Marketing; Psychology; Political science","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":[0.001023003,0.0001495355,0.000196393,0.0004763642,0.0008284643,0.001774298,0.0004011868,0.0006927622,0.004382254],"category_scores_gemma":[0.00732074,0.000143156,0.0003355099,0.001022277,0.000328924,0.0007966274,0.0008235666,0.0008711992,0.0005493705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009343148,"about_ca_system_score_gemma":0.001692393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136999,"about_ca_topic_score_gemma":0.02591373,"domain_scores_codex":[0.9989989,0.0003569635,0.00006282186,0.0000633228,0.0001771971,0.0003407536],"domain_scores_gemma":[0.9968503,0.0005894249,0.0008199838,0.0000774753,0.000662398,0.001000422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005653692,0.0002834943,0.9550662,0.00008800579,0.00002972622,0.0001334521,0.007719133,0.0001279328,0.0003474508,0.0002776374,0.003106749,0.03276386],"study_design_scores_gemma":[0.000008469162,0.0001607803,0.9086515,0.00005627436,0.00002817535,0.0001759897,0.08442229,0.0007926271,0.0002431114,0.0002094292,0.005230404,0.00002086449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945179,0.0001520393,0.000098468,0.002133624,0.00002443151,0.00001391475,0.00008178854,0.000006750322,0.002971118],"genre_scores_gemma":[0.9990283,0.0001458012,0.00008421634,0.0001830547,0.00001247492,0.000009730767,0.00005411498,0.000002465279,0.0004796977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136999,"threshold_uncertainty_score":0.02260756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141462117549401,"score_gpt":0.3254421464549241,"score_spread":0.311295934699984,"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."}}