{"id":"W2474657891","doi":"10.2172/1097170","title":"Electric Ground Support Equipment Advanced Battery Technology Demonstration Project at the Ontario Airport","year":2013,"lang":"en","type":"report","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Battery (electricity); Work (physics); Engineering; Lead–acid battery; Transport engineering; Emerging technologies; Aeronautics; Systems engineering; Computer science; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003417522,0.0004282243,0.0004104841,0.0003330797,0.0002074679,0.00005757375,0.000319445,0.0005674606,0.002968286],"category_scores_gemma":[0.00001353301,0.0002886535,0.0001200591,0.0003985035,0.00004433311,0.0001922735,0.0001169244,0.0008815105,0.0003013676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016892,"about_ca_system_score_gemma":0.001310517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00331221,"about_ca_topic_score_gemma":0.01643739,"domain_scores_codex":[0.9978933,0.0000106346,0.0006112513,0.0003840945,0.0005414861,0.0005592552],"domain_scores_gemma":[0.99893,0.00002728156,0.0001560116,0.0006668158,0.0001556742,0.00006418843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002023784,0.00009226353,0.01860269,0.000615093,0.0004556706,0.0000821054,0.0003085109,0.002471764,0.008123481,0.00005164744,0.6471919,0.3219846],"study_design_scores_gemma":[0.0001816274,0.0001541004,0.005121087,0.00009531961,0.00006652072,0.000637554,0.00003845851,0.001806464,0.003659106,0.00003240207,0.9876431,0.0005642533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5184462,0.001214508,0.0008289328,0.0002706701,0.001948638,0.001837261,0.00001142736,0.0009572582,0.4744851],"genre_scores_gemma":[0.5872645,0.004986525,0.001128827,0.00009978306,0.0004614131,0.001148502,0.0005067877,0.0001828513,0.4042208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3404512,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075781723446753,"score_gpt":0.2521506827957149,"score_spread":0.2313928655612474,"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."}}