{"id":"W4312861910","doi":"10.2139/ssrn.4242223","title":"Optimal Stratified Placement of Balloons and UAVs to Support Users’ Coverage","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004408493,0.0008154778,0.001072682,0.0005165265,0.0006660729,0.0007886923,0.0009408304,0.001157712,0.002208845],"category_scores_gemma":[0.00222161,0.0006547063,0.0005548883,0.000727202,0.0004926421,0.001008552,0.001481359,0.0006253884,0.0004941527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006544995,"about_ca_system_score_gemma":0.001265608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004234739,"about_ca_topic_score_gemma":0.004936388,"domain_scores_codex":[0.9995716,0.0001137914,0.00001399716,0.00008197853,0.00006382242,0.0001548394],"domain_scores_gemma":[0.9994917,0.0002066323,0.0000581975,0.00007563821,0.00008186151,0.000086063],"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":[0.0003480436,0.00006982443,0.00149285,0.00005505104,0.00002720174,0.0001771872,0.0001023023,0.9460014,0.006485478,0.006433738,0.00170009,0.03710689],"study_design_scores_gemma":[0.0000149279,0.00009338342,0.0004036647,0.000005769528,0.000007809649,0.00003904914,0.0000518191,0.9948183,0.000930634,0.003101475,0.0005263804,0.00000695924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1718042,0.0003366452,0.8214675,0.0002605683,0.0001011841,0.0001313605,0.0002598259,0.0006271697,0.005011629],"genre_scores_gemma":[0.8941655,0.00008726809,0.1041088,0.00003430238,0.00001357376,0.00009262297,0.0001389717,0.00003453718,0.001324547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004234739,"threshold_uncertainty_score":0.008420169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125742081307412,"score_gpt":0.2472167024506992,"score_spread":0.234642494319958,"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."}}