{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001405159,0.0002050472,0.0002982537,0.0002501092,0.0004724805,0.00005600205,0.0001544824,0.000156607,0.0009054173],"category_scores_gemma":[0.000005941386,0.0001952341,0.0001081014,0.0003322306,0.001577678,0.0005839819,0.000004294372,0.0003598956,0.00001055703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006135951,"about_ca_system_score_gemma":0.0001369181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005147629,"about_ca_topic_score_gemma":0.007233058,"domain_scores_codex":[0.99727,0.0001227248,0.0005465007,0.000554935,0.0009713867,0.0005344785],"domain_scores_gemma":[0.9991754,0.0001199974,0.0000571758,0.0001930681,0.00004705983,0.0004073486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377639,0.0002949947,0.9691355,0.0003762354,0.00006517235,0.0001123513,0.02190346,0.000006334943,0.0009525531,0.003438903,0.00003288904,0.003543799],"study_design_scores_gemma":[0.0005509407,0.000151325,0.9906137,0.0001535471,0.00009049201,3.144754e-7,0.002573062,0.00001281013,0.0008913561,0.001936021,0.002821644,0.0002047651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953509,0.001811738,0.0004034652,0.0008156117,0.00007783051,0.0006701275,0.0004210254,0.00006610738,0.0003831724],"genre_scores_gemma":[0.9921797,0.006842089,0.0001171802,0.00001180451,0.00007183931,0.00007616785,0.0002818311,0.00002649442,0.0003928914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02147817,"threshold_uncertainty_score":0.9913685,"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."}}