{"id":"W2915690416","doi":"10.3390/electronics8020248","title":"Cyber-Physical System Framework for Measurement and Analysis of Physical Activities","year":2019,"lang":"en","type":"article","venue":"Electronics","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cyber-physical system; Backup; Computer science; Modularity (biology); Modular design; Cloud computing; Focus (optics); Human–computer interaction; Embedded system; Distributed computing; Real-time computing; Database; 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":[0.0002295029,0.0001467887,0.0004391531,0.0001333281,0.00005478166,0.00005101319,0.0003633741,0.0000634561,5.237972e-7],"category_scores_gemma":[0.00001979238,0.000132728,0.0002040715,0.0007004442,0.00003294639,0.0001153229,0.00009020484,0.0001671931,0.000001888233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688411,"about_ca_system_score_gemma":0.00006662604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002715063,"about_ca_topic_score_gemma":0.000008641575,"domain_scores_codex":[0.998574,0.00005743231,0.000148331,0.0003757763,0.0004670404,0.0003774885],"domain_scores_gemma":[0.9988374,0.0003680736,0.0001306803,0.0005107654,0.0001007372,0.00005237466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001699536,0.0001362537,0.0002360253,0.00005443429,0.000572818,3.789591e-7,0.0006587165,0.07539894,0.004382727,0.9120016,0.00001302268,0.006528134],"study_design_scores_gemma":[0.0001679869,0.0002995576,0.0003267115,0.00004222283,0.0002263359,7.645741e-7,0.00004614784,0.9843033,0.01284743,0.001139675,0.0004372854,0.0001625696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5712956,0.0005030742,0.4276712,0.00004407697,0.00007986639,0.0001500646,0.000002240605,0.00006943835,0.0001844258],"genre_scores_gemma":[0.9927365,0.00001313373,0.007095256,0.00001867889,0.0000767407,0.00001873296,0.000002522065,0.00001201696,0.00002646745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9108619,"threshold_uncertainty_score":0.5412492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017213202293913,"score_gpt":0.2347195317438646,"score_spread":0.2245473997209255,"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."}}