{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006729458,0.0002091368,0.0001681178,0.00138645,0.002359138,0.003876221,0.0003603478,0.0007175263,0.003517818],"category_scores_gemma":[0.001739006,0.00009912267,0.0001355179,0.0015711,0.004828186,0.001786331,0.002315832,0.0007652463,0.0002536976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079684,"about_ca_system_score_gemma":0.002044222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173097,"about_ca_topic_score_gemma":0.01872053,"domain_scores_codex":[0.9982051,0.0007831452,0.00006249788,0.0001113406,0.0004811058,0.000356854],"domain_scores_gemma":[0.9987633,0.0003967722,0.0004034412,0.00005664293,0.0001763296,0.0002034256],"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":[0.0001698007,0.0003416103,0.1507819,0.0003713862,0.00005669881,0.00405105,0.0145184,0.005316558,0.00133843,0.7239962,0.004782448,0.09427547],"study_design_scores_gemma":[0.00001161386,0.0003432596,0.5102882,0.0008801694,0.00003785184,0.001813914,0.09304971,0.002741548,0.0008066624,0.1609048,0.2290285,0.000093685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7457128,0.01224844,0.006219365,0.01402274,0.0002703664,0.00003535899,0.0001596984,0.00001617547,0.2213151],"genre_scores_gemma":[0.9955805,0.001569316,0.0003243426,0.0001425627,0.00005916314,0.000004790028,0.00001645396,0.000001765699,0.002301195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173097,"threshold_uncertainty_score":0.02332538,"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."}}