{"id":"W4387194078","doi":"10.1109/inc457730.2023.10262964","title":"IoT Based Intelligent Home Automation Using Automated Smart Devices","year":2023,"lang":"en","type":"article","venue":"","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Automation; Home automation; Computer science; Internet of Things; Embedded system; Intelligent sensor; Human–computer interaction; Computer network; Engineering; Operating system; Wireless sensor network","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003439227,0.0002043477,0.000220632,0.0004482621,0.00008374343,0.00008064606,0.000148348,0.000116063,0.0001982763],"category_scores_gemma":[0.00002092787,0.0001994724,0.00007456799,0.001028896,0.00001708951,0.0001105047,0.00002465224,0.0000960365,0.001563705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089356,"about_ca_system_score_gemma":0.00004167023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261712,"about_ca_topic_score_gemma":0.00008882218,"domain_scores_codex":[0.9987211,0.0000490811,0.0003784333,0.0001960893,0.0002697573,0.0003855723],"domain_scores_gemma":[0.999442,0.00009074175,0.00003846316,0.0002823461,0.00005288557,0.00009351733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004292397,0.00001887982,0.004610383,0.0005409696,0.00007584325,0.0000245665,0.0002523817,0.9595586,0.02451676,0.0001197805,0.008677281,0.001600267],"study_design_scores_gemma":[0.0001670786,0.00001357242,0.008045748,0.00008433298,0.00001227165,0.000003424317,0.0001039352,0.9698976,0.01875859,0.000008533645,0.002653584,0.0002513051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547556,0.00005272639,0.02304932,0.00004888156,0.001724129,0.0003163169,0.00001016965,0.01799571,0.002047144],"genre_scores_gemma":[0.9971601,0.000001565035,0.002374376,0.00004641247,0.0001016976,0.00002219339,0.00005573337,0.00007145677,0.0001664976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04240447,"threshold_uncertainty_score":0.9992137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499211220060428,"score_gpt":0.2558904732900031,"score_spread":0.2308983610893988,"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."}}