{"id":"W4414807376","doi":"10.1016/b978-0-443-22392-1.00017-1","title":"Microtransit rising","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Neurotrauma Foundation","funders":"","keywords":"TRIPS architecture; Public transport; Bridging (networking); Service (business); Public service; Urban planning; Transit (satellite); Transit system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000155082,0.0006478821,0.0002632027,0.001130169,0.001684691,0.003647577,0.0006642387,0.001256371,0.3024512],"category_scores_gemma":[0.0004730199,0.0003502177,0.0004300731,0.001786228,0.0006399457,0.003072485,0.00231923,0.002105362,0.09002101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573463,"about_ca_system_score_gemma":0.001192184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174133,"about_ca_topic_score_gemma":0.01465686,"domain_scores_codex":[0.999809,0.0000177632,0.000004990136,0.00003925997,0.00008542794,0.00004358125],"domain_scores_gemma":[0.9998938,0.00002001537,0.000005674034,0.00002638597,0.00002918778,0.00002483332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003328774,0.00002838559,0.0001523498,0.0001766152,0.000003317097,0.0001427636,0.0004664386,0.0002825691,0.0009405422,0.159439,0.5297304,0.3086044],"study_design_scores_gemma":[0.000001215183,0.000005648235,0.0001553431,0.00005346818,0.000001278829,0.00005830101,0.0001167292,0.00007955545,0.0001417974,0.004679474,0.9947051,0.000002111544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008039913,0.003204428,0.001274584,0.001348821,0.001377205,0.00001513695,0.0001254667,0.0002192566,0.9916311],"genre_scores_gemma":[0.006094638,0.002466881,0.0005382011,0.0003389202,0.0001869169,0.00001643035,0.0001055866,0.0001306643,0.9901217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3024512,"threshold_uncertainty_score":0.9949688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009429423926003,"score_gpt":0.2160129555748455,"score_spread":0.2059186613355855,"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."}}