{"id":"W4378632736","doi":"10.5281/zenodo.7979884","title":"AN AFFORDABLE HOME ALARM SYSTEM USING ARDUINO MICROCONTROLLERS","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Microcontroller; Arduino; ALARM; Embedded system; Computer science; Computer security; Operating system; Telecommunications; Engineering; Electrical engineering","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008503804,0.0002047746,0.0002619995,0.0005026229,0.001371902,0.0006997083,0.0007860641,0.00009563817,0.001017038],"category_scores_gemma":[0.00005449906,0.0002296142,0.00007188119,0.001080525,0.0000623561,0.000352341,0.0002571903,0.0002319693,0.01268458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270142,"about_ca_system_score_gemma":0.000003994297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002415798,"about_ca_topic_score_gemma":3.470198e-7,"domain_scores_codex":[0.9980985,0.0002383248,0.0003246232,0.0003538814,0.0003614673,0.000623221],"domain_scores_gemma":[0.9988702,0.00001835618,0.00005740275,0.0005703479,0.000244572,0.0002391169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000144194,0.0001413455,0.00004712322,0.002003939,0.0004246166,0.0002497688,0.004620362,0.2138398,0.4883422,0.003593942,0.2639271,0.02266563],"study_design_scores_gemma":[0.001274325,0.0001630967,0.000302782,0.0001414511,0.00003029836,0.0002081811,0.002539476,0.2605203,0.003158383,0.00001943204,0.7311209,0.0005213482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672197,0.0002188447,0.01992759,0.0001142664,0.001513471,0.001699428,0.0005760325,0.02035316,0.0883775],"genre_scores_gemma":[0.9960468,0.00001609284,0.0002000273,0.00001473008,0.0002982195,1.003646e-7,0.0007581898,0.002337264,0.0003285542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4851838,"threshold_uncertainty_score":0.9999282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420037733312449,"score_gpt":0.2208555703149017,"score_spread":0.1966551929817772,"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."}}