{"id":"W1970713746","doi":"10.1038/srep09505","title":"A mobile biosafety microanalysis system for infectious agents","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"Robert Koch Institut","keywords":"Biosafety; Microanalysis; Hazardous waste; Ebola virus; Nanotechnology; Virology; Virus; Biology; Materials science; Biotechnology; Chemistry; Waste management; 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":[0.0005706368,0.0008370537,0.0008047355,0.0009492206,0.0006670936,0.0005741029,0.001478372,0.001243091,0.008608554],"category_scores_gemma":[0.0005383262,0.0005131628,0.0003498789,0.0003748412,0.0003888099,0.001300003,0.001015182,0.0008565811,0.003241586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291485,"about_ca_system_score_gemma":0.0006309388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007165335,"about_ca_topic_score_gemma":0.0007274158,"domain_scores_codex":[0.9994003,0.00003677324,0.00003405477,0.0001996005,0.0002722274,0.00005707023],"domain_scores_gemma":[0.9994747,0.0001202673,0.00007748638,0.00008933925,0.0001642415,0.00007405679],"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":[0.0004115109,0.00009079378,0.0009973953,0.0001797948,0.00002872991,0.0002575653,0.000160536,0.000294711,0.9292086,0.001319221,0.005107915,0.06194331],"study_design_scores_gemma":[0.0001864688,0.002227224,0.006549445,0.00006883671,0.0001248935,0.004686727,0.0001278343,0.02691591,0.8348903,0.0008168035,0.1231907,0.0002147479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1673775,0.003227363,0.785241,0.001305262,0.0009660581,0.001323857,0.002386597,0.03060345,0.007568893],"genre_scores_gemma":[0.4211469,0.001138461,0.5392584,0.001636168,0.0004708914,0.001480988,0.003157636,0.0007660055,0.03094452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008608554,"threshold_uncertainty_score":0.02879846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088141299017615,"score_gpt":0.2838310561223169,"score_spread":0.2629496431321408,"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."}}