{"id":"W4401721122","doi":"10.23919/inc-usnc-ursi61303.2024.10632538","title":"Analyzing Connectivity Outcomes in WSNs with Gaussian Deployment Patterns","year":2024,"lang":"en","type":"article","venue":"","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Software deployment; Computer science; Wireless sensor network; Gaussian; Computer network; Physics","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":[0.001691695,0.0002770091,0.0002620953,0.0007842578,0.0003352884,0.0004810021,0.0004860293,0.0004897084,0.0005086149],"category_scores_gemma":[0.01196164,0.0001924747,0.0002721362,0.0007897083,0.0009213278,0.00106093,0.0007836986,0.000366864,0.0001096177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007557879,"about_ca_system_score_gemma":0.0002870429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851885,"about_ca_topic_score_gemma":0.003296298,"domain_scores_codex":[0.9994395,0.0002000835,0.0000266883,0.0001033094,0.0001018978,0.000128507],"domain_scores_gemma":[0.9933073,0.004281889,0.001093622,0.0004655148,0.0006076054,0.0002440735],"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":[0.0002495206,0.0001025403,0.05244948,0.0001000439,0.00006719817,0.0005226281,0.0003536071,0.9051744,0.00610069,0.01821776,0.001274013,0.01538809],"study_design_scores_gemma":[0.00001400635,0.00016112,0.02098757,0.00001465933,0.00001938874,0.0002283225,0.0003742038,0.9628991,0.001796554,0.01305781,0.0004276293,0.00001949978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562666,0.0001957306,0.04114054,0.0002529251,0.000009314205,0.00003304201,0.0001612474,0.00009946822,0.001841003],"genre_scores_gemma":[0.9973327,0.0001010582,0.002138435,0.00001339314,0.000003577185,0.00001387175,0.0001215429,0.00001047234,0.000265015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002851885,"threshold_uncertainty_score":0.008946657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116390173141873,"score_gpt":0.2424792636259882,"score_spread":0.2313153618945695,"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."}}