{"id":"W4403905561","doi":"10.59934/jaiea.v4i1.585","title":"Design of Gas Leakage Monitoring System Based on Android Application and NodeMCU ESP8266","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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Android (operating system); Operating system; Computer science; Leakage (economics); Embedded system; Android application","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":[0.0005605155,0.0001894967,0.0002866988,0.0004488213,0.00006182264,0.00009379877,0.0001436676,0.0001033224,0.000001839089],"category_scores_gemma":[0.00001960069,0.0001851694,0.00006482193,0.0004551787,0.00003735761,0.0001496871,0.00001188239,0.0002679199,0.00001351761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108763,"about_ca_system_score_gemma":0.00003169925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006425643,"about_ca_topic_score_gemma":4.109123e-7,"domain_scores_codex":[0.9987266,0.00002021274,0.000661048,0.0001776256,0.000225974,0.0001885523],"domain_scores_gemma":[0.9992188,0.0002677727,0.00009279227,0.0002118435,0.00009888098,0.0001099666],"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":[0.000015609,0.0000225231,0.00004487934,0.0007934684,0.00004565642,0.000005630642,0.0002062471,0.8580041,0.102265,0.003062362,0.00002220444,0.03551233],"study_design_scores_gemma":[0.00003027186,0.00009159357,0.00005485217,0.0005086129,0.00004449332,0.00004519519,0.0002325207,0.9084215,0.08958665,0.0001079673,0.0007195354,0.0001568436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03616214,0.001884024,0.9610002,0.00004459185,0.0003688357,0.0003120577,0.000007196973,0.000161745,0.0000592022],"genre_scores_gemma":[0.9922559,0.0001658448,0.0070609,0.000002052173,0.0003921743,0.00007216312,0.000001723047,0.00004546544,0.000003747682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9560938,"threshold_uncertainty_score":0.7550989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080913371328387,"score_gpt":0.2390693170126963,"score_spread":0.2182601832994125,"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."}}