{"id":"W3198254577","doi":"10.3390/vehicles3030034","title":"EV Overnight Charging Strategy in Residential Sector: Case of Winter Season in Quebec","year":2021,"lang":"en","type":"article","venue":"Vehicles","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Ministère des relations internationales et de la Francophonie","keywords":"Grid; Software deployment; Market penetration; Environmental science; Consumption (sociology); Peak demand; Automotive engineering; Probabilistic logic; Electric vehicle; Power consumption; Environmental economics; Computer science; Power (physics); Electrical engineering; Electricity; Engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055647,0.00040558,0.0003472195,0.000749158,0.001595445,0.001106287,0.001456116,0.0008884061,0.005431022],"category_scores_gemma":[0.0008161787,0.0001379892,0.0004687421,0.001198154,0.0004995441,0.0004770683,0.0005682522,0.0005671127,0.0003749494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009694138,"about_ca_system_score_gemma":0.003114615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8802155,"about_ca_topic_score_gemma":0.9021524,"domain_scores_codex":[0.999577,0.00005472342,0.00001082599,0.00004407116,0.00008163133,0.0002317883],"domain_scores_gemma":[0.9993648,0.000106852,0.00003676716,0.00003372288,0.0003198018,0.0001381217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00150635,0.0008575532,0.3902286,0.0002668329,0.0002704342,0.02300393,0.001360723,0.4590364,0.00662915,0.01663599,0.04728797,0.05291613],"study_design_scores_gemma":[0.00007865377,0.0001473316,0.2252977,0.00004125155,0.00008207624,0.001067638,0.00791928,0.7522365,0.001828103,0.001661941,0.009532862,0.0001066622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788901,0.0002275674,0.001497075,0.0007210908,0.00003902655,0.00005830042,0.001383853,0.0001720399,0.01701111],"genre_scores_gemma":[0.9966887,0.00005720101,0.0002941804,0.00003949654,0.000003754062,0.000005222428,0.0003872059,0.00001278828,0.002511505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197845,"threshold_uncertainty_score":0.2409798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007113818706124044,"score_gpt":0.2134295514559841,"score_spread":0.20631573274986,"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."}}