{"id":"W4392376975","doi":"10.18280/ijsse.140108","title":"Safe Work and Personal Protective Equipment in an Economic Context","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personal protective equipment; Context (archaeology); Work (physics); Risk analysis (engineering); Occupational safety and health; Computer science; Engineering; Medicine; Mechanical engineering; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006213139,0.00009672347,0.0001472682,0.0003269446,0.00002538234,0.0003220141,0.0001132069,0.00003618262,0.00004422415],"category_scores_gemma":[0.00002419219,0.00009197481,0.00004051893,0.00006358718,0.00001904784,0.00126239,0.00007432727,0.0001831731,0.000006246652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009370685,"about_ca_system_score_gemma":0.0000127425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009242201,"about_ca_topic_score_gemma":0.00008481182,"domain_scores_codex":[0.9992881,0.000007941943,0.0003222002,0.0001214763,0.000159552,0.0001007516],"domain_scores_gemma":[0.9997755,0.00004296553,0.00008516423,0.00002959001,0.00004978087,0.00001695068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001548242,0.0002232915,0.01741382,0.001613645,0.001033399,0.000812886,0.01283463,0.01074835,0.0004268046,0.8474956,0.0006820208,0.1051673],"study_design_scores_gemma":[0.003871511,0.0001409938,0.06420129,0.003703848,0.0001166403,0.0002024821,0.00524836,0.4051863,0.00005205602,0.01308127,0.5032002,0.0009950737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865935,0.001335072,0.004651724,0.004356319,0.001968292,0.0001916744,0.000006484688,0.00003553915,0.0008613676],"genre_scores_gemma":[0.9987957,0.00007982326,0.00003466359,0.0001545655,0.0009016935,0.000002822264,0.000003400505,0.000008866634,0.00001839942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8344143,"threshold_uncertainty_score":0.3750624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132381476492244,"score_gpt":0.2317140829077879,"score_spread":0.2203902681428655,"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."}}