{"id":"W3122529337","doi":"10.1109/access.2021.3054575","title":"Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances","year":2021,"lang":"en","type":"article","venue":"IEEE Access","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Deanship of Scientific Research, King Saud University","keywords":"Variety (cybernetics); Computer science; Internet of Things; Field (mathematics); Data science; Everyday life; The Internet; Work (physics); Telecommunications; Knowledge management; Computer security; World Wide Web; Engineering; Artificial intelligence","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007514445,0.0001596046,0.0002087375,0.0002846333,0.0003397279,0.001154532,0.001154896,0.00006973863,0.00001773835],"category_scores_gemma":[0.0001135706,0.0001367727,0.00004671067,0.001113799,0.00006368564,0.001430198,0.0006325018,0.0003312802,0.00002226051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006383295,"about_ca_system_score_gemma":0.0001490186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003477221,"about_ca_topic_score_gemma":0.00006194193,"domain_scores_codex":[0.9977956,0.0002006941,0.0001687283,0.0006615744,0.0005915167,0.0005818703],"domain_scores_gemma":[0.9984573,0.0002799268,0.00006169839,0.0006427647,0.0004057851,0.0001524921],"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":[0.00001422649,0.0001395962,0.01103695,0.00005554188,0.00002469513,0.000268646,0.001215836,0.00001949096,0.0003308537,0.0005702404,0.07640927,0.9099147],"study_design_scores_gemma":[0.0008415777,0.0003861077,0.03173099,0.0001646752,0.000008538281,0.00008961824,0.0001359581,0.00396311,0.02481556,0.006991094,0.9302764,0.0005963931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997271,0.001927143,0.01133884,0.02516767,0.02731906,0.0002336023,0.000002366274,0.0003627855,0.03392141],"genre_scores_gemma":[0.9915929,0.001042313,0.001399944,0.0007960693,0.002173889,0.00002012567,0.000007368901,0.00002203064,0.00294537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9093183,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066908532348455,"score_gpt":0.3989983695672962,"score_spread":0.2923075163324507,"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."}}