{"id":"W2148492800","doi":"10.3390/s150924343","title":"Implementation and Evaluation of Four Interoperable Open Standards for the Internet of Things","year":2015,"lang":"en","type":"article","venue":"Sensors","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interoperability; Computer science; Open standard; The Internet; Internet of Things; World Wide Web; Bluetooth; Operating system; Wireless","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":[0.03122982,0.0009920043,0.0006877374,0.003165335,0.001642371,0.003947793,0.003441522,0.002157653,0.00163352],"category_scores_gemma":[0.04558251,0.0006228458,0.001250006,0.002185417,0.001808517,0.005895253,0.002520107,0.002318404,0.0005897628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314802,"about_ca_system_score_gemma":0.005653935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005574272,"about_ca_topic_score_gemma":0.004522344,"domain_scores_codex":[0.9744002,0.006859341,0.003175705,0.001268699,0.01266551,0.001630614],"domain_scores_gemma":[0.963817,0.006546577,0.00216081,0.006203588,0.01983476,0.001437252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004490922,0.01335744,0.05238857,0.002562467,0.0007239863,0.001514557,0.005005873,0.06864025,0.1159466,0.1244496,0.01498563,0.5959341],"study_design_scores_gemma":[0.002108482,0.01560252,0.05425627,0.001352304,0.001391844,0.001274359,0.007824696,0.407643,0.3609244,0.0244093,0.1224698,0.000743094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6173611,0.0007385396,0.3275168,0.001803897,0.0009196069,0.008894697,0.000942105,0.006182645,0.03564062],"genre_scores_gemma":[0.5995107,0.0006450586,0.3855923,0.0004215371,0.00004625648,0.002646402,0.005455453,0.0006053304,0.005077031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03122982,"threshold_uncertainty_score":0.1651611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1747298705022469,"score_gpt":0.4034950063111932,"score_spread":0.2287651358089462,"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."}}