{"id":"W2888684584","doi":"10.1177/1535676018793151","title":"Evaluation of Nine Positive Pressure Suits for Use in the Biosafety Level-4 Laboratory","year":2018,"lang":"en","type":"article","venue":"Applied Biosafety","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Canadian Science Centre for Human and Animal Health; Canadian Food Inspection Agency","funders":"","keywords":"Biosafety; Engineering; Waste management; Environmental science; Forensic engineering; Toxicology; Biotechnology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146874,0.0001137877,0.0001201486,0.00006724893,0.00003514549,0.00001083433,0.0001406021,0.0001154442,0.00003338829],"category_scores_gemma":[0.00006680409,0.00008580327,0.00002678106,0.0003756579,0.00007387162,0.00006819487,0.00001290429,0.00009372364,0.000008557449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004565182,"about_ca_system_score_gemma":0.00004758583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000228444,"about_ca_topic_score_gemma":0.00004412942,"domain_scores_codex":[0.9991301,0.00003158657,0.0002099781,0.0001392633,0.0003146756,0.00017441],"domain_scores_gemma":[0.9993965,0.0001288181,0.00003127077,0.0002044012,0.0002063079,0.00003268115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005553872,0.001189862,0.001252308,0.002163423,0.001275428,0.000001365432,0.01635291,0.01785985,0.5813442,0.09798519,0.06594184,0.2140782],"study_design_scores_gemma":[0.002252324,0.0001544683,0.77332,0.0001186472,0.0003502514,0.00000204618,0.0003714028,0.09939225,0.09735022,0.0007763083,0.02540427,0.0005078349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186443,0.001460964,0.05442417,0.004175403,0.003147745,0.005603682,0.002417737,0.0005879429,0.00953804],"genre_scores_gemma":[0.9982648,0.00001244771,0.00120003,0.00007180802,0.0002259823,0.0001094072,0.00008508891,0.00001684106,0.00001362184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7720677,"threshold_uncertainty_score":0.3498956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915929037626492,"score_gpt":0.2623503758664362,"score_spread":0.2231910854901712,"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."}}