{"id":"W4361208639","doi":"10.37934/progee.24.1.2234","title":"Bowtie analysis for risk assessment of confined space at sewerage construction project","year":2023,"lang":"en","type":"article","venue":"Progress in Energy and Environment","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi Malaysia","keywords":"Sewerage; Risk assessment; Risk management; Risk analysis (engineering); Space (punctuation); Work (physics); Project risk management; Project management; Business; Environmental planning; Engineering; Computer science; Finance; Program management; Computer security; Environmental engineering; Systems engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003739529,0.0009698485,0.0005317017,0.009512412,0.0008456667,0.002710807,0.001151661,0.001032242,0.006370681],"category_scores_gemma":[0.01040157,0.0003454367,0.001344585,0.003766787,0.0007904929,0.002511969,0.002287972,0.001011726,0.0005536173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859989,"about_ca_system_score_gemma":0.001526318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008330652,"about_ca_topic_score_gemma":0.007099342,"domain_scores_codex":[0.9952427,0.0009568713,0.0002998658,0.000436704,0.002760175,0.0003037442],"domain_scores_gemma":[0.9936734,0.003147999,0.0012215,0.0002171274,0.00159942,0.0001406013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006688288,0.0004860819,0.2017339,0.002327804,0.0004725349,0.001941473,0.01163723,0.2189947,0.01560074,0.09998933,0.00890236,0.4372451],"study_design_scores_gemma":[0.00004913794,0.00119773,0.1758676,0.001032283,0.0004225511,0.001284635,0.01804683,0.7132149,0.01120389,0.04829367,0.02899933,0.0003873307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4707325,0.0009644578,0.4766317,0.0005998374,0.00008368362,0.001136682,0.001351466,0.0009211587,0.04757852],"genre_scores_gemma":[0.8914789,0.0005061415,0.1003958,0.00004429534,0.0000223326,0.0005752639,0.0006941636,0.00006683837,0.006216158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009512412,"threshold_uncertainty_score":0.02131212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05147591481025868,"score_gpt":0.4369815264151204,"score_spread":0.3855056116048617,"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."}}