{"id":"W3174276973","doi":"10.3390/s21134559","title":"PSON: A Serialization Format for IoT Sensor Networks","year":2021,"lang":"en","type":"article","venue":"Sensors","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Serialization; Computer science; Embedded system; Internet of Things; Data transmission; The Internet; Computer network; Real-time computing; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0001855268,0.0001180571,0.0001484049,0.00004256073,0.0002082048,0.0002017928,0.0002212802,0.00008000405,0.000002998389],"category_scores_gemma":[0.00007002448,0.0001182869,0.00008960415,0.0003519214,0.0000132048,0.0001165582,0.0001339106,0.00007160323,0.00002465066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003000862,"about_ca_system_score_gemma":0.00006096922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003838472,"about_ca_topic_score_gemma":0.000002094896,"domain_scores_codex":[0.9989725,0.00005460267,0.0002039964,0.0002899767,0.000126196,0.0003527708],"domain_scores_gemma":[0.9992491,0.0001006145,0.00007176416,0.0003358993,0.0001723998,0.00007021777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000103652,0.0002668885,0.001429988,0.000278392,0.0001978166,0.0002874086,0.009400603,0.4548439,0.00311943,0.04793996,0.1948406,0.2872913],"study_design_scores_gemma":[0.0002938183,0.00002614782,0.0001279728,0.00001997712,0.00000573825,0.00005006855,0.0000327477,0.9081331,0.002300803,0.0007239251,0.08812311,0.0001625448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08723138,0.000142528,0.8965078,0.001090913,0.0130562,0.00018416,4.27901e-7,0.0002631148,0.001523485],"genre_scores_gemma":[0.4109466,0.00008407106,0.5516174,0.004266218,0.02454466,0.00004186404,0.0001085862,0.0001191329,0.0082714],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4532893,"threshold_uncertainty_score":0.4823599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566106071222411,"score_gpt":0.2385990237611456,"score_spread":0.2229379630489215,"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."}}