{"id":"W1551174193","doi":"10.1007/978-3-540-74171-8_8","title":"Agent-Based Routing for Wireless Sensor Network","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer network; Wireless sensor network; Computer science; Distributed computing; Redundancy (engineering); Network topology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002294922,0.0009342818,0.000903837,0.0008652069,0.0006547283,0.0007387613,0.004392765,0.0007278501,0.00001028122],"category_scores_gemma":[0.000102102,0.0009235285,0.0003631714,0.001210186,0.0007593388,0.0003473298,0.001057148,0.001111964,0.0000271778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708394,"about_ca_system_score_gemma":0.0006250745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001750052,"about_ca_topic_score_gemma":0.0001257377,"domain_scores_codex":[0.9929918,0.00005767526,0.0009775365,0.002555807,0.00143762,0.001979538],"domain_scores_gemma":[0.9942275,0.002185878,0.000648178,0.002096895,0.0004970527,0.0003445086],"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":[0.00001177451,0.00002243598,0.00003306758,0.00002898041,0.00001028693,0.00007577735,0.00009045969,0.6997235,0.00003288392,0.02571004,0.00003975863,0.2742211],"study_design_scores_gemma":[0.0004950851,0.0001662173,0.00002447852,0.0006747342,0.00001397918,0.00003101062,1.20115e-7,0.9847863,0.001018289,0.008400052,0.003352049,0.001037684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001192415,0.000339606,0.9906247,0.0004722086,0.004879584,0.0007845234,0.000006066714,0.0004641285,0.002309973],"genre_scores_gemma":[0.09364875,0.00001846136,0.8994023,0.003700978,0.002517605,0.00002163033,0.00002083605,0.0001241085,0.000545345],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2850628,"threshold_uncertainty_score":0.9993215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497420347001812,"score_gpt":0.2544278994767841,"score_spread":0.229453696006766,"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."}}