{"id":"W4405618790","doi":"10.1007/978-3-031-77571-0_41","title":"Wireless Alert Technology for Elderly Care at Home","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Wireless; Telecommunications; Computer science; Computer security; Internet privacy","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000258476,0.0005762179,0.001029544,0.0005375633,0.0001544477,0.0003928998,0.0006510278,0.001466119,0.000005970796],"category_scores_gemma":[0.00001736775,0.000515521,0.000201594,0.0002092698,0.00009951005,0.0001210385,0.0004168134,0.0007682861,0.00002604308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045872,"about_ca_system_score_gemma":0.0000682765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005646775,"about_ca_topic_score_gemma":0.001012697,"domain_scores_codex":[0.9974005,0.00003869899,0.0006277294,0.001154098,0.0002767415,0.0005022798],"domain_scores_gemma":[0.9979354,0.0006817676,0.0002833571,0.000788336,0.0002109538,0.0001002201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004076191,0.00001486081,0.0002671932,0.002370142,0.000344026,0.0002459312,0.00119524,0.00358377,0.00003645779,0.0807161,0.001394922,0.9097906],"study_design_scores_gemma":[0.001491783,0.0007983062,0.00001238801,0.009466783,0.0001320292,0.001218096,0.00007044252,0.301217,0.00005952389,0.04452479,0.6384346,0.002574257],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000381333,0.1236902,0.8527983,0.0006798078,0.007073002,0.002471908,0.00009045702,0.0005956216,0.01221936],"genre_scores_gemma":[0.9800327,0.0004378171,0.0001792737,0.00009611401,0.001204398,0.0003365024,0.00006116812,0.0001139184,0.01753814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9796513,"threshold_uncertainty_score":0.9998302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575308078549663,"score_gpt":0.2322690312988,"score_spread":0.2165159505133034,"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."}}