{"id":"W3109049719","doi":"10.1007/s11837-020-04488-8","title":"Zinc Oxide in Photocatalytic Removal of Staphylococcus aureus and Klebsiella pneumoniae from Water with Ultraviolet and Visible Solar Radiations","year":2020,"lang":"en","type":"article","venue":"JOM","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Klebsiella pneumoniae; Staphylococcus aureus; Photocatalysis; Microbiology; Ultraviolet; Zinc; Materials science; Chemistry; Biology; Optoelectronics; Bacteria; Escherichia coli; Metallurgy","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":[0.00008305458,0.0001191381,0.000204366,0.00007524465,0.00006742862,0.00004897449,0.0001485087,0.00005058204,0.00002102882],"category_scores_gemma":[0.0000935965,0.00008610896,0.00002077008,0.0001987024,0.0001745104,0.0001254351,0.00005919982,0.0002037759,0.00001648583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009557514,"about_ca_system_score_gemma":0.0000372245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001857937,"about_ca_topic_score_gemma":0.00003015428,"domain_scores_codex":[0.9988746,0.00009126731,0.000171497,0.0003814196,0.0002361122,0.0002451232],"domain_scores_gemma":[0.9994355,0.0001979242,0.00003721898,0.0001713692,0.00001439941,0.0001435258],"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":[0.0001064996,0.00004023943,0.01404105,0.00002597763,0.000002773985,0.0003280584,0.0009179591,0.00002738001,0.9843184,0.00003301178,0.00002305156,0.0001355678],"study_design_scores_gemma":[0.0006499837,0.0002411793,0.02137174,0.00002281901,0.000008282355,0.00003797952,0.0001001376,0.002081208,0.9742671,0.0001293198,0.0009646262,0.0001256396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978465,0.00004059778,0.00003378287,0.001407954,0.000005865896,0.0004340028,0.00002606612,0.00002059828,0.0001845598],"genre_scores_gemma":[0.9990446,0.00008677309,0.00008546021,0.0006572573,0.00001741809,0.00001580717,0.000003182802,0.00001676637,0.00007275602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005134,"threshold_uncertainty_score":0.3511421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259438176857389,"score_gpt":0.2472211942864625,"score_spread":0.2212773766007236,"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."}}