{"id":"W3171658596","doi":"10.3390/ma14123223","title":"Enhanced Optical and Antibacterial Activity of Hydrothermally Synthesized Cobalt-Doped Zinc Oxide Cylindrical Microcrystals","year":2021,"lang":"en","type":"article","venue":"Materials","topic":"ZnO doping and properties","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Zinc; Cobalt; Doping; Materials science; Antibacterial activity; Cobalt oxide; Chemical engineering; Nuclear chemistry; Nanotechnology; Inorganic chemistry; Chemistry; Metallurgy; Optoelectronics; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006412112,0.0002297046,0.0007196019,0.00003722873,0.0001058549,0.0002118009,0.0001967571,0.0002058923,0.001658887],"category_scores_gemma":[0.0003595762,0.0001916518,0.00005912345,0.00007653318,0.0002491059,0.0001898904,0.0002262571,0.00007743302,0.00008386817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002818034,"about_ca_system_score_gemma":0.0001298699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009918762,"about_ca_topic_score_gemma":0.000008584544,"domain_scores_codex":[0.9979943,0.0004413905,0.0004982395,0.0004490301,0.0002382813,0.0003787759],"domain_scores_gemma":[0.9990416,0.0001888937,0.0001927649,0.0003580935,0.0001120064,0.0001066069],"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":[0.0006821218,0.0000977115,0.00001958234,0.0001785652,0.0000193003,0.0000208313,0.0001515799,0.000007389041,0.9983612,0.0001830837,0.00002502009,0.0002536439],"study_design_scores_gemma":[0.0006809506,0.0000766815,0.001979457,0.0001394876,0.00003268407,0.00004216205,0.00002639931,0.00001193302,0.9964315,0.00009045914,0.0002524262,0.0002358532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977204,0.0000928478,0.0002916662,0.0002126927,0.0005941569,0.000209482,0.0001257809,0.0000817821,0.0006712083],"genre_scores_gemma":[0.9967924,0.00005281965,0.002575624,0.0000933116,0.0001683562,0.00001858759,0.000008197877,0.00003022661,0.0002604479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002283958,"threshold_uncertainty_score":0.9992537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583916734617012,"score_gpt":0.2417923567714481,"score_spread":0.225953189425278,"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."}}