{"id":"W4212916010","doi":"10.3390/s22041531","title":"SCHC over LoRaWAN Efficiency: Evaluation and Experimental Performance of Packet Fragmentation","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"IoT Networks and Protocols","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"LPWAN; Computer science; Computer network; Network packet; Header; Channel (broadcasting); Wide area network","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":[0.002419211,0.0009719595,0.0005454453,0.001273489,0.0005303947,0.0005827536,0.001168649,0.0006217749,0.0007618814],"category_scores_gemma":[0.007380165,0.0002275457,0.0003882837,0.001072255,0.0009941226,0.0009485779,0.0005846756,0.0007932153,0.0002262184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647048,"about_ca_system_score_gemma":0.0008145575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107829,"about_ca_topic_score_gemma":0.004361545,"domain_scores_codex":[0.9981053,0.0003624623,0.0001162438,0.0002496402,0.0008177985,0.0003485284],"domain_scores_gemma":[0.9936951,0.002550392,0.0007078159,0.0008323609,0.001959719,0.0002545516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004181367,0.002592233,0.02142306,0.000450126,0.0002265155,0.0004054464,0.0005803293,0.7626196,0.1270587,0.002653921,0.001081109,0.07672759],"study_design_scores_gemma":[0.00007024596,0.002654934,0.004857598,0.00002078876,0.00005825689,0.0001404151,0.0001577826,0.8390442,0.1521526,0.0002944247,0.000497455,0.00005127838],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801558,0.0001836364,0.01669426,0.00004838781,0.00003257794,0.00009525613,0.0001541978,0.0008581052,0.001777704],"genre_scores_gemma":[0.9941335,0.00008005008,0.00512735,0.00001482883,0.000003135684,0.00003641193,0.0001543932,0.00003935638,0.0004110058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107829,"threshold_uncertainty_score":0.02202761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173755467018794,"score_gpt":0.2640819687704009,"score_spread":0.252344414100213,"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."}}