{"id":"W4407061035","doi":"10.59562/metrik.v22i1.3686","title":"WORK SAFETY PROTECTION SYSTEM BASED ON ARDUINO UNO","year":2025,"lang":"en","type":"article","venue":"Jurnal Media Elektrik","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Arduino; Work (physics); Work safety; Computer science; Embedded system; Operating system; Engineering; Mechanical engineering; Operations management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000291046,0.000663915,0.0004233902,0.0007690437,0.000230329,0.0005692651,0.0009229027,0.0004635188,0.004624272],"category_scores_gemma":[0.0008852007,0.0002004684,0.0002223975,0.0003468766,0.0001761334,0.0007651654,0.0005076763,0.0002766201,0.001399588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600776,"about_ca_system_score_gemma":0.0002234093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004222787,"about_ca_topic_score_gemma":0.000306119,"domain_scores_codex":[0.9993987,0.00008315115,0.00005735944,0.0001229516,0.0002825989,0.00005526618],"domain_scores_gemma":[0.9995638,0.00009405033,0.00007427396,0.00006028309,0.0001768631,0.00003087516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001354215,0.0003692421,0.006560928,0.001858247,0.00007483095,0.001472097,0.0007902884,0.007415761,0.4268029,0.003645784,0.01064594,0.5390099],"study_design_scores_gemma":[0.000432121,0.005413193,0.0455698,0.0007579834,0.0004197525,0.00783879,0.000599467,0.1332546,0.576018,0.002769531,0.2265906,0.0003361657],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2427382,0.006350222,0.6650338,0.0005697844,0.0009390793,0.001167015,0.0006652275,0.02407284,0.05846382],"genre_scores_gemma":[0.9103987,0.001606921,0.06913928,0.0003726186,0.0001624336,0.0004520615,0.0005985204,0.0002028341,0.01706668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004624272,"threshold_uncertainty_score":0.01546973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00610052298447102,"score_gpt":0.1830761465697599,"score_spread":0.1769756235852888,"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."}}