{"id":"W7106034513","doi":"10.7939/83505","title":"Electric Vehicles and Resilient Evacuations: A Multi-Method Study of Charging Behaviour, Decision-Making, and Infrastructure Challenges","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Electricity; Sustainability; Grid; Hazard; Demand response; Extreme weather; Mains electricity; Discrete choice","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":[0.008769591,0.0006759424,0.0008844273,0.001439785,0.0007900312,0.001779651,0.00106988,0.001191107,0.003030642],"category_scores_gemma":[0.01731332,0.000480384,0.00177736,0.001858577,0.000744655,0.0008698032,0.001310432,0.001116172,0.0001585789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186298,"about_ca_system_score_gemma":0.003608431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02827208,"about_ca_topic_score_gemma":0.03471697,"domain_scores_codex":[0.9952996,0.003850899,0.0001340124,0.0002628579,0.0002592112,0.0001934479],"domain_scores_gemma":[0.9721857,0.02562992,0.0008550844,0.0004414371,0.0007323434,0.0001555616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.004086889,0.006420205,0.2116162,0.00540063,0.004259175,0.001319233,0.01970725,0.4154636,0.004472655,0.08932901,0.002859254,0.235066],"study_design_scores_gemma":[0.0005652999,0.003109941,0.05816157,0.0007784959,0.0007475385,0.0002095773,0.0214338,0.8868792,0.001683248,0.01826679,0.007953743,0.0002107504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938827,0.001379832,0.09483722,0.0004868417,0.00006418115,0.002557804,0.0006007081,0.00004852299,0.006142188],"genre_scores_gemma":[0.8986475,0.001192295,0.09316719,0.0001213153,0.00002347,0.003276427,0.0002585451,0.00002049629,0.003292724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02827208,"threshold_uncertainty_score":0.05621505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005626823440237483,"score_gpt":0.2198559676441818,"score_spread":0.2142291442039443,"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."}}