{"id":"W7014484935","doi":"","title":"Performance Evaluation of IoT Protocols for Environment Monitoring","year":2021,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MQTT; Message queue; Network packet; Node (physics); Internet of Things; Environmental monitoring; The Internet; Damages; Protocol (science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00309019,0.000800492,0.0005599505,0.001257805,0.0006714106,0.001361249,0.0009415685,0.0005692203,0.001611585],"category_scores_gemma":[0.008597756,0.0001989738,0.0003137061,0.00103276,0.0003873706,0.001693501,0.0006096739,0.0004431863,0.0003125324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142461,"about_ca_system_score_gemma":0.0007894498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157046,"about_ca_topic_score_gemma":0.0006899491,"domain_scores_codex":[0.9957722,0.001192971,0.0004214814,0.0003947108,0.001842907,0.0003756506],"domain_scores_gemma":[0.9948153,0.002073771,0.0005075824,0.0006703603,0.001791224,0.0001417951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005460003,0.001391412,0.03658714,0.002187388,0.0006418874,0.001115257,0.0009391002,0.3660487,0.1733601,0.01797111,0.00696807,0.38733],"study_design_scores_gemma":[0.00008691283,0.003273164,0.01214144,0.0001554164,0.0003340583,0.0007819157,0.0005027683,0.8489239,0.1211175,0.002917547,0.009684983,0.00008035456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493224,0.003302488,0.1236879,0.000470914,0.0004410535,0.001037499,0.0005670741,0.002751323,0.0184193],"genre_scores_gemma":[0.9827567,0.0005229298,0.01453121,0.00004500512,0.00002859742,0.0002078235,0.0003320861,0.00007233625,0.001503348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00309019,"threshold_uncertainty_score":0.0163427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298919497325436,"score_gpt":0.2582693016818018,"score_spread":0.2252801067085474,"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."}}