{"id":"W4402692437","doi":"10.1007/978-3-031-68634-4_14","title":"Toward Fair Ride Sharing Platforms: The Role of Regulations and Wait Time","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Bike sharing; Sharing economy; Time-sharing; Internet privacy; Computer science; Transport engineering; Engineering; World Wide Web; Operating 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":[],"consensus_categories":[],"category_scores_codex":[0.00400668,0.0005516599,0.000437216,0.0006768239,0.001916785,0.007995797,0.0021259,0.002894743,0.01858256],"category_scores_gemma":[0.008754794,0.0005277163,0.0005260748,0.0009536811,0.003695222,0.01273677,0.003287756,0.004380284,0.002671235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128015,"about_ca_system_score_gemma":0.003333305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003892666,"about_ca_topic_score_gemma":0.00414457,"domain_scores_codex":[0.9988456,0.0003771854,0.00002565918,0.0002305147,0.0002956964,0.00022548],"domain_scores_gemma":[0.9965623,0.001825404,0.0003387463,0.0004754055,0.0004445433,0.0003536821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003491599,0.00004338876,0.000324508,0.00002916937,0.000005725752,0.00003378227,0.0003673603,0.008295446,0.0005022401,0.9560639,0.005421137,0.02887849],"study_design_scores_gemma":[0.00001255374,0.00003960349,0.0003679916,0.00006709775,0.00001187354,0.00003843374,0.0008120296,0.02543661,0.0006795799,0.9344947,0.03801337,0.00002608182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07513187,0.002758079,0.4109626,0.02279525,0.0014677,0.0001272041,0.0001857575,0.0005217211,0.4860498],"genre_scores_gemma":[0.8326748,0.001990123,0.05456488,0.001057174,0.0003903159,0.0001369378,0.00009759363,0.000286404,0.1088018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01858256,"threshold_uncertainty_score":0.06216484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099613785630096,"score_gpt":0.1954141100197634,"score_spread":0.1844179721634625,"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."}}