{"id":"W1986392810","doi":"10.1109/icsmc.2011.6083828","title":"Test firmware architecture for a flexible wireless physiological multi-sensor","year":2011,"lang":"en","type":"article","venue":"","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Firmware; Embedded system; Computer science; Architecture; Wireless sensor network; Wireless; Component (thermodynamics); Microcode; 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":[0.00004963429,0.0002293081,0.0002411529,0.00004752567,0.00006722652,0.00001581711,0.0002274528,0.0001782308,0.000226512],"category_scores_gemma":[0.00003513191,0.0001810026,0.0001108534,0.0001240221,0.00005334484,0.00005459589,0.00004232617,0.0002075546,0.00006679106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002559737,"about_ca_system_score_gemma":0.000007190497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001469815,"about_ca_topic_score_gemma":0.00004057323,"domain_scores_codex":[0.9990401,0.00001017844,0.0001852496,0.0002513854,0.00007582736,0.000437288],"domain_scores_gemma":[0.9994195,0.0001399228,0.00001990921,0.0002725505,0.00003899943,0.0001091292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005151341,0.002494145,0.0167393,0.002018885,0.0008508497,0.0001684548,0.007108025,0.2514639,0.3503309,0.009130129,0.1670416,0.1921386],"study_design_scores_gemma":[0.002688247,0.0004955839,0.04080913,0.0001460858,0.00005963536,0.000036535,0.0004352752,0.8598281,0.08310313,0.001194667,0.009618345,0.001585315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3882252,0.0002362365,0.5892503,0.00007140789,0.0005025459,0.0012247,0.0001130755,0.004904815,0.01547172],"genre_scores_gemma":[0.951973,0.0000130696,0.04667471,0.000089404,0.0002099345,0.000144332,0.00002276031,0.00006240279,0.0008103365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6083641,"threshold_uncertainty_score":0.7381074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794390440842753,"score_gpt":0.2385133557975947,"score_spread":0.1905694513891672,"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."}}