{"id":"W4403905569","doi":"10.59934/jaiea.v4i1.625","title":"Design and Build Running Text Controls Using IoT","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Internet of Things; Computer science; Human–computer interaction; Embedded system","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":[],"consensus_categories":[],"category_scores_codex":[0.0005038492,0.0001811632,0.0002614172,0.0003658068,0.00008658871,0.0002206968,0.0001198019,0.00009389453,0.00000842189],"category_scores_gemma":[0.00002245234,0.0001761861,0.00005648168,0.0004191849,0.00004194084,0.0001730363,0.00001712888,0.0003172162,0.00001457518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007700727,"about_ca_system_score_gemma":0.00003848199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000734351,"about_ca_topic_score_gemma":7.70758e-7,"domain_scores_codex":[0.9988846,0.00001097437,0.0005665879,0.0001500825,0.0001556976,0.0002321059],"domain_scores_gemma":[0.9994104,0.0001878905,0.00005525002,0.0001308715,0.0000852149,0.0001303729],"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":[0.00000726654,0.00001086271,0.00002250825,0.0001834051,0.00008969164,0.00001358813,0.0003356118,0.8117995,0.1518189,0.003005712,0.00006524458,0.03264773],"study_design_scores_gemma":[0.00002689167,0.0000468642,0.00002284375,0.0002528629,0.00005917519,0.0002098879,0.0001759933,0.965195,0.02661238,0.0005228728,0.006675885,0.0001993293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07447884,0.006435196,0.9182264,0.00006711866,0.0004062905,0.0002185102,0.00000267574,0.0001356506,0.00002936898],"genre_scores_gemma":[0.9726543,0.0002150843,0.02649732,0.000008297627,0.0005452613,0.00002241231,6.927157e-7,0.00004798777,0.000008589572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8981755,"threshold_uncertainty_score":0.7184659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172521668623835,"score_gpt":0.2646966088298618,"score_spread":0.2329713921436234,"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."}}