{"id":"W2112439275","doi":"10.1016/j.scitotenv.2008.07.067","title":"Design of a small personal air monitor and its application in aircraft","year":2008,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aeronautics; Environmental science; Engineering; Computer science; Aerospace engineering; Marine 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":[0.0006016114,0.0007394176,0.0005807838,0.0005232639,0.0009008706,0.0006752181,0.00179855,0.00139672,0.003325918],"category_scores_gemma":[0.0009942041,0.0004434621,0.000526317,0.0002285235,0.0003749934,0.000465487,0.0006001602,0.0003622812,0.0008244798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232931,"about_ca_system_score_gemma":0.0007484027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094131,"about_ca_topic_score_gemma":0.0009014677,"domain_scores_codex":[0.9994553,0.0001545238,0.00002740782,0.000149877,0.0001665762,0.00004637139],"domain_scores_gemma":[0.9992408,0.0001940734,0.00007554809,0.0000937423,0.0003079055,0.00008799734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001464952,0.0004106175,0.01195829,0.0009194892,0.0001546103,0.001261708,0.0005488259,0.03353282,0.6632324,0.008402492,0.005359678,0.2727542],"study_design_scores_gemma":[0.0004163418,0.008829508,0.02375251,0.0001416098,0.0007421576,0.00454464,0.000398774,0.4859036,0.3897789,0.003062663,0.08224179,0.0001875775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08908288,0.0004235532,0.9005775,0.0005548928,0.000337787,0.0004780283,0.0001243332,0.00174369,0.006677372],"genre_scores_gemma":[0.6930277,0.0003041848,0.2978453,0.000236482,0.0001557074,0.0005112963,0.00009686829,0.0001206875,0.007701728],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003325918,"threshold_uncertainty_score":0.01112628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05848168246397361,"score_gpt":0.3283281180290899,"score_spread":0.2698464355651163,"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."}}