{"id":"W3041912093","doi":"","title":"Electrification of Airport Operations:Electric Powered Tow-Truck Utilizationin Taxiing Operations","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Fuel efficiency; Civil aviation; Electrification; Truck; Transport engineering; Engineering; Airplane; Greenhouse gas; Aviation engineering; Aeronautics; Consumption (sociology); Environmental science; Automotive engineering; Electricity","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":[0.0001461798,0.0003013788,0.0003444567,0.0002339085,0.0002575367,0.00005266889,0.0004382164,0.0003891863,0.002283537],"category_scores_gemma":[0.0002080926,0.0002907945,0.00009858047,0.001010076,0.00005400601,0.0004359094,0.00002543163,0.0002893352,0.0004260187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230364,"about_ca_system_score_gemma":0.000125493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003976055,"about_ca_topic_score_gemma":0.001169368,"domain_scores_codex":[0.9980685,0.00004177442,0.0006117441,0.0005684188,0.0004173091,0.0002923251],"domain_scores_gemma":[0.9990935,0.00003582974,0.0001722192,0.0005684433,0.00008447354,0.00004555993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000608936,0.0002911908,0.006186206,0.00008418211,0.00007357655,0.000002598155,0.000613462,0.03460616,0.8930524,0.02489786,0.001995969,0.03813552],"study_design_scores_gemma":[0.0007867539,0.0004358112,0.04217549,0.0001258336,0.0001572888,0.00001300747,0.001866039,0.04842791,0.8982763,0.003961589,0.00233161,0.001442333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7190312,0.001002832,0.1350556,0.0004223495,0.000949846,0.004220869,0.00004623221,0.001053454,0.1382176],"genre_scores_gemma":[0.946569,0.0004200714,0.008999689,0.00005214031,0.00001537635,0.0001068161,0.001225056,0.00004573653,0.04256608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2275379,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090441357899949,"score_gpt":0.2536550594265774,"score_spread":0.2427506458475779,"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."}}