{"id":"W4319319456","doi":"10.3390/en16041592","title":"Electric Vehicle User Behavior: An Analysis of Charging Station Utilization in Canada","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Electric vehicle; Grid; Baseline (sea); Service (business); Implementation; Charging station; Environmental economics; Computer science; Telecommunications; Engineering; Transport engineering; Business; Power (physics); Marketing","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":[0.0005635918,0.0002224353,0.0003340014,0.001840054,0.001363322,0.001187929,0.0008283921,0.0003369498,0.001388072],"category_scores_gemma":[0.002645071,0.0002145776,0.0005215438,0.006029372,0.0005239502,0.0003589937,0.0007427075,0.0003611336,0.0002543782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550607,"about_ca_system_score_gemma":0.01578707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895865,"about_ca_topic_score_gemma":0.9940805,"domain_scores_codex":[0.999386,0.00005371134,0.00004346426,0.00009691415,0.0002380962,0.0001817945],"domain_scores_gemma":[0.9978213,0.000231413,0.0002536069,0.00007131004,0.001307204,0.0003150901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096698,0.0000405594,0.9838483,0.00003759587,0.00005902163,0.00009366856,0.001967771,0.0007125297,0.0006784416,0.0002071713,0.001014157,0.01123112],"study_design_scores_gemma":[0.00000203054,0.0000158803,0.9951475,0.00001113466,0.00001087768,0.00003707188,0.002558919,0.001123658,0.0001454693,0.00001162912,0.0009231193,0.00001285188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953466,0.00009472678,0.0001511913,0.00007539597,0.000002561465,0.00001955718,0.00289947,0.00001413505,0.001396271],"genre_scores_gemma":[0.996351,0.0001742016,0.0002646774,0.00003488546,0.000001233208,0.00001261753,0.002072985,0.000008881589,0.001079592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01550607,"threshold_uncertainty_score":0.112505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009934859016885123,"score_gpt":0.2196587323444214,"score_spread":0.2097238733275363,"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."}}