{"id":"W1926766979","doi":"10.1002/wcm.2258","title":"Smart grid sensor data collection, communication, and networking: a tutorial","year":2012,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Nanyang Technological University","keywords":"Smart grid; Computer science; Standardization; Data collection; Grid; Telecommunications network; Wireless sensor network; Context (archaeology); Distributed computing; Telecommunications; Computer network; Electrical engineering; Engineering","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":[0.000667889,0.002123201,0.001008845,0.001961888,0.000460555,0.001817786,0.0006550505,0.001875684,0.005446813],"category_scores_gemma":[0.0007921449,0.0005986799,0.0005941223,0.003162031,0.0005964385,0.003009798,0.0007808361,0.002097231,0.004220465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805061,"about_ca_system_score_gemma":0.0005448852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009702122,"about_ca_topic_score_gemma":0.000991966,"domain_scores_codex":[0.999656,0.00008526967,0.00003617535,0.00006172436,0.00013751,0.0000233272],"domain_scores_gemma":[0.9994957,0.0002592806,0.00003636306,0.0000228812,0.0001478011,0.00003804701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009744739,0.0002606379,0.0009397091,0.004266184,0.0001024421,0.0006257398,0.0003956274,0.01987996,0.005627876,0.1081029,0.1295784,0.7301231],"study_design_scores_gemma":[0.000009654328,0.0001916112,0.0008724704,0.00124651,0.00004399201,0.001283105,0.0001338785,0.02248876,0.001438547,0.04318463,0.9290471,0.00005966719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.003513189,0.7183704,0.202019,0.005007191,0.008601531,0.0002602558,0.0003038917,0.0006502275,0.06127422],"genre_scores_gemma":[0.01817098,0.8022054,0.1102301,0.002594311,0.01260122,0.0003291847,0.0005945492,0.0001878765,0.05308633],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005446813,"threshold_uncertainty_score":0.01822144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748863634154529,"score_gpt":0.2620303383326831,"score_spread":0.2345417019911378,"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."}}