{"id":"W4405433126","doi":"10.54097/0st6q879","title":"Ribbit Autonomous Drone Network in E-commerce: Statistical Modeling and Optimization","year":2024,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Drone; E-commerce; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001884146,0.00009839416,0.0001119343,0.000611891,0.00004839235,0.00006866673,0.00009121067,0.0001007184,0.000002642628],"category_scores_gemma":[0.0000182299,0.00009791335,0.000003830938,0.001448147,0.00009851936,0.0001688124,0.00004185112,0.0001686678,0.000004150255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007475672,"about_ca_system_score_gemma":0.00001755119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009552153,"about_ca_topic_score_gemma":0.000009782146,"domain_scores_codex":[0.9992666,0.000002459009,0.0001719428,0.0002414548,0.00006514412,0.0002523537],"domain_scores_gemma":[0.9998037,0.00003088858,0.000005172749,0.000109848,0.00001326689,0.0000371077],"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":[2.805288e-7,0.000002946448,0.00005051548,0.00001763817,0.000001157599,0.000004130937,0.00004769976,0.8832322,0.0002610341,0.1145613,0.000008516602,0.001812524],"study_design_scores_gemma":[0.00007211511,0.000009360272,0.0001192225,0.00005793351,0.000002473488,0.00001244685,0.00001336575,0.998029,0.00008559688,0.0008842836,0.0006021716,0.0001120629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09747737,0.001600372,0.8994719,0.0004171159,0.0001787732,0.000115669,0.000002719123,0.0005800871,0.000155941],"genre_scores_gemma":[0.9142426,0.0007379157,0.08493841,0.000002769973,0.0000222694,0.00003326627,0.000003069962,0.00001424036,0.000005447014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8167652,"threshold_uncertainty_score":0.3992791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004661486753413687,"score_gpt":0.2073599872321999,"score_spread":0.2026985004787862,"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."}}