{"id":"W2113816587","doi":"10.1371/journal.pone.0038427","title":"Vital Dye Reaction and Granule Localization in Periplasm of Escherichia coli","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Wellcome Trust; Canadian Institute for Advanced Research","keywords":"Formazan; Periplasmic space; Escherichia coli; Tetrazolium chloride; Granule (geology); Biochemistry; Biophysics; Intracellular; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008670487,0.00005059367,0.00009648748,0.0000345634,0.00002320535,0.000004819555,0.00002362157,0.00002788316,0.00001926785],"category_scores_gemma":[0.00007890548,0.0000506518,0.000008695983,0.0000699454,0.00003172913,0.000153407,0.00001960365,0.00005755861,0.0000114263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001585484,"about_ca_system_score_gemma":0.000004032551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001079017,"about_ca_topic_score_gemma":0.000005325486,"domain_scores_codex":[0.9996084,0.00003189404,0.000103006,0.00007441788,0.00008849635,0.00009379916],"domain_scores_gemma":[0.9998093,0.00003538395,0.0000536222,0.00005032067,0.00002234237,0.00002898626],"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":[0.0001183785,0.0007559964,0.2068029,0.00008260913,0.00002055899,0.000001936671,0.001089004,8.172046e-7,0.7906787,0.000208737,0.000008772811,0.0002315801],"study_design_scores_gemma":[0.001032195,0.001492415,0.848352,0.0005524963,0.00007874369,0.00001103779,0.0009514247,0.01012417,0.1366273,0.0003186381,0.0001474173,0.0003121875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977739,0.0001131339,0.00008068638,0.00001778522,0.00001912831,0.00006945215,0.000003519797,0.00002821102,0.00189417],"genre_scores_gemma":[0.9987904,0.00001949772,0.0009992409,0.00001426882,0.00005747728,0.000006474768,0.000004816791,0.000008852905,0.00009895663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6540514,"threshold_uncertainty_score":0.206552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639343859458782,"score_gpt":0.326485021934351,"score_spread":0.1625506359884729,"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."}}