{"id":"W2181809040","doi":"","title":"Grid-based deployment for wireless sensor networks in outdoor environment monitoring applications","year":2011,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Software deployment; Wireless sensor network; Relay; Grid; Computer science; Distributed computing; Computer network; Power (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":[0.0003039785,0.0003964616,0.0003005304,0.0002549563,0.0003766531,0.0005449906,0.0005167668,0.0004096577,0.0009515655],"category_scores_gemma":[0.0008290597,0.0002440224,0.0004162591,0.0005218099,0.000383591,0.0006091859,0.0005944057,0.0004340089,0.0003321185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709396,"about_ca_system_score_gemma":0.000409843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299051,"about_ca_topic_score_gemma":0.003236614,"domain_scores_codex":[0.9997862,0.00008304008,0.00001012874,0.00004842715,0.0000447591,0.00002740122],"domain_scores_gemma":[0.9997658,0.00009756286,0.00004996243,0.00003263798,0.00003858103,0.00001542147],"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":[0.00004366347,0.00003088244,0.001430505,0.0001910327,0.00002028473,0.0002003817,0.0001234232,0.8822553,0.01298715,0.04058599,0.002479411,0.05965204],"study_design_scores_gemma":[0.000004803283,0.00005569061,0.0004532019,0.00001896537,0.000007382203,0.0000860426,0.00007094086,0.9819106,0.001817741,0.009671273,0.005896297,0.000007048918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02269253,0.0007167884,0.9704879,0.0003113223,0.00006009218,0.00006624017,0.00005209321,0.0001971666,0.005415979],"genre_scores_gemma":[0.7714915,0.002382389,0.2214259,0.0001393313,0.00006147933,0.0001858752,0.0001547072,0.00008850609,0.004070387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002299051,"threshold_uncertainty_score":0.004571378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008770586216979959,"score_gpt":0.1880042781294455,"score_spread":0.1792336919124655,"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."}}