{"id":"W4402006580","doi":"10.3390/app14177629","title":"Special Issue: Recent Research in Occupational Exposure Assessments and Hazard Control Measures","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Environmental health; Hazard; Forensic engineering; Medicine; Engineering","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":[0.00882898,0.001604591,0.002544963,0.006227604,0.001608096,0.00679901,0.002878756,0.006773908,0.03516091],"category_scores_gemma":[0.02964411,0.0006195348,0.001212936,0.004993944,0.001996526,0.004545961,0.00255574,0.005748358,0.01871351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702684,"about_ca_system_score_gemma":0.003782433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025373,"about_ca_topic_score_gemma":0.003894242,"domain_scores_codex":[0.9957319,0.0009886262,0.0007162503,0.0006978561,0.001607307,0.0002580216],"domain_scores_gemma":[0.9488164,0.02146951,0.003325129,0.001614985,0.02077698,0.00399703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005617085,0.00008196702,0.0004850094,0.001308314,0.00002340306,0.00009020338,0.00003863796,0.00007085365,0.0001384287,0.000847559,0.9101445,0.08671501],"study_design_scores_gemma":[0.00001843383,0.00009491445,0.001880173,0.001204211,0.00004702793,0.000410426,0.00009553671,0.0001452395,0.0001822682,0.001534124,0.994366,0.00002162679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005819861,0.1805493,0.001346048,0.07464082,0.7303621,0.00009605793,0.0007082223,0.0001732578,0.01154228],"genre_scores_gemma":[0.002925908,0.1385437,0.001439022,0.02003106,0.8188863,0.00009048318,0.001019358,0.0001547454,0.01690944],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03516091,"threshold_uncertainty_score":0.1176249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1903547547458816,"score_gpt":0.451948601126008,"score_spread":0.2615938463801264,"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."}}