{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005575494,0.0002736418,0.0003721854,0.0004937132,0.0001344083,0.00005533459,0.0002149212,0.0002225354,0.00003023869],"category_scores_gemma":[0.0001569295,0.0002558508,0.0001432162,0.001029741,0.00002568154,0.00007677934,0.00001461249,0.0005876225,0.0002692049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008277224,"about_ca_system_score_gemma":0.0001064333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001686238,"about_ca_topic_score_gemma":0.0000125632,"domain_scores_codex":[0.9982323,0.0001364225,0.0005169324,0.00025455,0.0004418466,0.0004179144],"domain_scores_gemma":[0.9990361,0.0002591779,0.00007082205,0.000421557,0.00007420636,0.0001381161],"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":[0.004027317,0.0006289168,0.02629815,0.01482064,0.001300003,0.0006255601,0.001850904,0.6589974,0.02178167,0.01136688,0.1048087,0.1534938],"study_design_scores_gemma":[0.01196159,0.0007078786,0.07739478,0.01530464,0.0003501611,0.00008073179,0.001219676,0.4027834,0.1028671,0.000150326,0.3841113,0.003068483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6295474,0.00151338,0.1392293,0.001540236,0.05242424,0.005251148,0.0001307088,0.006898603,0.163465],"genre_scores_gemma":[0.9983731,0.000005515917,0.0001508685,0.00006603183,0.0008043335,0.0001509978,0.00001133537,0.00005143911,0.0003863852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3688257,"threshold_uncertainty_score":0.9999894,"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."}}