{"id":"W4411079561","doi":"10.1016/j.tranpol.2025.06.008","title":"Electric vehicles and sustainable development goals: A multi-level governance analysis","year":2025,"lang":"en","type":"article","venue":"Transport Policy","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Sustainable development; Business; Transport engineering; Environmental economics; Industrial organization; Engineering; Economics; Political science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002364273,0.0001645971,0.0002099087,0.001678764,0.000816367,0.00387996,0.0002940155,0.0004995379,0.002025301],"category_scores_gemma":[0.00461521,0.0001375646,0.0003435665,0.00236071,0.002360651,0.003617248,0.002582451,0.0006672203,0.0001009725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006584751,"about_ca_system_score_gemma":0.004834833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01926756,"about_ca_topic_score_gemma":0.02091612,"domain_scores_codex":[0.9980301,0.000895988,0.0000948728,0.0001660781,0.0004324751,0.0003805357],"domain_scores_gemma":[0.9972218,0.001170567,0.0006138009,0.0001929245,0.0005994862,0.0002013629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001706515,0.00005268768,0.08310639,0.0001678858,0.00006652697,0.0002016,0.003459309,0.01875372,0.0003992224,0.8574915,0.002318961,0.03396521],"study_design_scores_gemma":[0.00002399942,0.0001252594,0.2410666,0.001027785,0.0001815079,0.0001858961,0.03562845,0.04967895,0.001367432,0.5395928,0.1310624,0.00005901034],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7462993,0.002307548,0.06454197,0.01497819,0.00005462187,0.0002836562,0.0006034059,0.00005127101,0.1708801],"genre_scores_gemma":[0.9952473,0.0003870486,0.002843166,0.0001135562,0.00000691013,0.00003360912,0.00007908029,0.000005746356,0.001283545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01926756,"threshold_uncertainty_score":0.04777592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00689549538458423,"score_gpt":0.2255153441424088,"score_spread":0.2186198487578246,"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."}}