{"id":"W7036699754","doi":"","title":"A Comparison of IoT Communication Libraries: APIs and Performances","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"MQTT; Message queue; Protocol (science); Internet of Things; Network packet; Communications protocol; Queueing theory","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002055298,0.0001794033,0.0004732694,0.000608821,0.000280165,0.0000855684,0.0002634555,0.0003386962,0.00002852467],"category_scores_gemma":[0.00002591468,0.0001663699,0.0001276779,0.0006755376,0.0003546638,0.0001189643,0.0001391621,0.001177649,0.00001070542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161232,"about_ca_system_score_gemma":0.0005236131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682008,"about_ca_topic_score_gemma":0.001478557,"domain_scores_codex":[0.9985775,0.0001601597,0.0002248411,0.0003349789,0.0004369496,0.0002655731],"domain_scores_gemma":[0.9988953,0.0002043555,0.0001278452,0.0004570271,0.0001674362,0.0001480521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0124015,0.001844053,0.5595789,0.03858377,0.003580703,0.001481793,0.02987727,0.000007466989,0.2210882,0.0604763,0.02721888,0.04386117],"study_design_scores_gemma":[0.002067413,0.005329491,0.257261,0.005201924,0.001133316,0.00005966844,0.03862141,0.002633415,0.6093459,0.001534865,0.07589638,0.0009152427],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878364,0.003135132,0.000001328624,0.0003723976,0.0002575792,0.0003876182,0.000005385109,0.00005057115,0.1079536],"genre_scores_gemma":[0.9647046,0.0009166903,0.00004189883,0.000004445902,0.0001563275,0.000001829629,0.0001171503,0.00002337422,0.03403364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882577,"threshold_uncertainty_score":0.6784366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555095320733773,"score_gpt":0.3292152802616488,"score_spread":0.293664327054311,"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."}}