{"id":"W4404659657","doi":"10.1016/j.trd.2024.104519","title":"Travel behaviour and greenhouse gas impacts of income-conditioned e-bike purchase incentives","year":2024,"lang":"en","type":"article","venue":"Transportation Research Part D Transport and Environment","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Incentive; Greenhouse gas; Economics; Natural resource economics; Environmental science; Business; Agricultural economics; Microeconomics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004369473,0.0001427683,0.0001683186,0.0002195314,0.0004124374,0.00043933,0.0002224524,0.0003594024,0.001890415],"category_scores_gemma":[0.001923814,0.0001454831,0.000178272,0.0003451336,0.0002971378,0.0002222442,0.0003041733,0.0004508379,0.0002184969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347942,"about_ca_system_score_gemma":0.001188872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1805479,"about_ca_topic_score_gemma":0.398636,"domain_scores_codex":[0.999543,0.000161857,0.00001574935,0.00003986233,0.00009568989,0.0001439752],"domain_scores_gemma":[0.9989138,0.0001916249,0.0003664751,0.00006417333,0.0001552218,0.0003085939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000858456,0.001888539,0.9808679,0.00002330836,0.00007171153,0.0000899127,0.0008450708,0.0004702677,0.002024953,0.0001131961,0.0003193683,0.01242735],"study_design_scores_gemma":[0.00000683306,0.0001944078,0.9987551,0.000003515362,0.000007721545,0.00001243586,0.0004577489,0.0002166905,0.00009411981,0.00001679291,0.0002315333,0.00000304417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996213,0.000007930449,0.00001894786,0.00001831459,6.706224e-7,0.000006380285,0.00003720685,8.875192e-7,0.0002883499],"genre_scores_gemma":[0.9992294,0.00001970113,0.00006271907,0.00001502194,0.000001010225,0.000008315145,0.00008246201,5.269089e-7,0.0005808329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1805479,"threshold_uncertainty_score":0.3589941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998177715023452,"score_gpt":0.3414402389552342,"score_spread":0.3014584618049997,"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."}}