{"id":"W3122035769","doi":"10.1109/jiot.2021.3053419","title":"EWPS: Emergency Data Communication in the Internet of Medical Things","year":2021,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Computer science; Computer network; Network packet; Scheduling (production processes); Priority queue; The Internet; Distributed computing; Packet loss; Network congestion; Queue; Real-time computing","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.004684279,0.0001329098,0.0002715555,0.000142222,0.00005211851,0.0001666472,0.008692048,0.0001109851,0.0000735149],"category_scores_gemma":[0.000610625,0.00009909886,0.0001111523,0.0003645052,0.00008372223,0.001587802,0.001863851,0.001052287,0.000009531506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003462002,"about_ca_system_score_gemma":0.0001772595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005030982,"about_ca_topic_score_gemma":0.00001722889,"domain_scores_codex":[0.9970367,0.000442923,0.0009697927,0.0002555689,0.001048666,0.0002463784],"domain_scores_gemma":[0.997618,0.0002755159,0.0006067279,0.001173312,0.0002474436,0.00007905393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006644541,0.00121996,0.0122413,0.000286963,0.0004007223,0.000622935,0.2225841,0.00004809482,0.002931253,0.01821288,0.582856,0.1585293],"study_design_scores_gemma":[0.001471817,0.0002805351,0.003348255,0.00335315,0.00005603632,0.003995792,0.001488014,0.907592,0.0162847,0.01819442,0.04336792,0.0005673412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3879946,0.002709956,0.5744773,0.01557557,0.01450999,0.0001114399,4.952479e-7,0.00004313878,0.004577494],"genre_scores_gemma":[0.9788176,0.0005282284,0.01893637,0.0009459809,0.0005486881,9.068652e-7,0.000006310242,0.00001113754,0.0002047435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.907544,"threshold_uncertainty_score":0.9966714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05753810534531233,"score_gpt":0.3267395665297884,"score_spread":0.2692014611844761,"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."}}