{"id":"W7114896805","doi":"10.1016/j.trd.2025.105145","title":"Assessment of intended electric vehicle charging behaviours during wildfire evacuations","year":2025,"lang":"en","type":"article","venue":"Transportation Research Part D Transport and Environment","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Innovation Fund; Canada First Research Excellence Fund; University of Alberta","keywords":"Electric vehicle; Electricity; Range (aeronautics); Hazard; Grid; Electricity demand; Charging station; Preference","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002601566,0.0001573896,0.0002144819,0.0002890208,0.0001812379,0.00001106474,0.000113617,0.00009459427,0.0001413388],"category_scores_gemma":[0.000001303745,0.000162005,0.00006640483,0.0004318088,0.00008406382,0.0001314252,0.000002734277,0.0004047737,0.00000157896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044618,"about_ca_system_score_gemma":0.00003969481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007578101,"about_ca_topic_score_gemma":0.00006400779,"domain_scores_codex":[0.998525,0.00002618368,0.0004005225,0.0002478646,0.000415363,0.0003851053],"domain_scores_gemma":[0.9996347,0.00003169475,0.00002857091,0.0001836494,0.00002395055,0.00009738422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003479756,0.0001260715,0.8773221,0.0003615766,0.0001756047,0.00002006943,0.0006314078,0.02002526,0.09068668,0.002827502,0.0001092883,0.007679576],"study_design_scores_gemma":[0.0005584208,0.00005236388,0.9804454,0.0000656726,0.00005070931,4.258077e-7,0.00009470423,0.005458762,0.01230936,0.0002800448,0.000552508,0.0001316349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963311,0.0006229082,0.001704087,0.0001564492,0.00004350367,0.000354229,0.00003637795,0.00006865924,0.0006826806],"genre_scores_gemma":[0.9975159,0.001849087,0.0002401853,0.000008922542,0.00001744149,0.00008410618,0.0001090721,0.00002121145,0.000154074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031232,"threshold_uncertainty_score":0.6606372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368405495810418,"score_gpt":0.2772440084523023,"score_spread":0.2635599534941981,"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."}}