{"id":"W4416244666","doi":"10.26507/paper.4584","title":"Infraestructura local para espacios inteligentes: uso de docker y microservicios en el monitoreo de adultos mayores","year":2025,"lang":"es","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Internet of Things; Raspberry pi; Work (physics); Persona","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":[0.0007621109,0.0009976598,0.0005525756,0.000630311,0.000553873,0.00130389,0.0009326262,0.000612651,0.005910666],"category_scores_gemma":[0.002081204,0.0003150777,0.0003901431,0.0004661901,0.000332261,0.001202826,0.001458128,0.0006745977,0.001607702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006338723,"about_ca_system_score_gemma":0.0009590572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067887,"about_ca_topic_score_gemma":0.009716865,"domain_scores_codex":[0.9991215,0.000156606,0.00004991823,0.0002389606,0.0002830748,0.000149981],"domain_scores_gemma":[0.998816,0.0002710566,0.0001315211,0.0001896703,0.0004318822,0.0001598611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0023983,0.0008700084,0.07456065,0.001688946,0.0002048878,0.002616526,0.004919306,0.02615183,0.1101614,0.008236591,0.04027699,0.7279145],"study_design_scores_gemma":[0.0005093316,0.003671471,0.2071152,0.001173182,0.0008874692,0.004344378,0.00606535,0.3535587,0.1937805,0.007815517,0.2206273,0.0004516158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6156336,0.003422206,0.2926216,0.001399485,0.0004900442,0.0008285922,0.002427978,0.0416932,0.04148344],"genre_scores_gemma":[0.9412168,0.0006266827,0.04062035,0.0002691455,0.00004613482,0.0002016491,0.0007782512,0.0004361994,0.01580474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067887,"threshold_uncertainty_score":0.02123338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007487525030759343,"score_gpt":0.3150954092562029,"score_spread":0.3076078842254436,"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."}}