{"id":"W7008386859","doi":"","title":"BioProtect tool: A control banding method for respirator selection against bioaerosols","year":2013,"lang":"en","type":"article","venue":"","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Indoor bioaerosol; Respirator; Selection (genetic algorithm); Control (management)","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":[0.001247537,0.001339641,0.0006101176,0.001203642,0.0005280423,0.0006653246,0.0009588475,0.0008895912,0.002462482],"category_scores_gemma":[0.00132801,0.0006021357,0.0004289526,0.0004720784,0.0005074841,0.0005356394,0.0004679916,0.0008687961,0.001596234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548682,"about_ca_system_score_gemma":0.0003801764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004493311,"about_ca_topic_score_gemma":0.0008913985,"domain_scores_codex":[0.9981749,0.0002598203,0.0001588501,0.0005161317,0.0007641055,0.0001260868],"domain_scores_gemma":[0.9986923,0.0004074034,0.0003152326,0.0002701596,0.0002181715,0.00009662151],"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":[0.00006007173,0.00003113435,0.0001465197,0.00004485952,0.000005377869,0.0000207078,0.00002150668,0.00001849504,0.9946619,0.00002521996,0.00009177131,0.004872539],"study_design_scores_gemma":[0.000004912364,0.0000633548,0.0008459685,0.000005771467,0.00001168918,0.00008684758,0.000004990503,0.0001789898,0.9972931,0.0000072574,0.00149039,0.000006820324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5563727,0.005287158,0.4258397,0.0004749846,0.0003553986,0.000633723,0.001935844,0.004679978,0.004420462],"genre_scores_gemma":[0.6271836,0.004085448,0.3448987,0.000444424,0.0001507291,0.0008483999,0.004264195,0.0012513,0.01687326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002462482,"threshold_uncertainty_score":0.008237779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319152819523188,"score_gpt":0.2537408470354484,"score_spread":0.2405493188402165,"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."}}