{"id":"W1965345545","doi":"10.1080/08927014.2010.527000","title":"Antibacterial properties of nine pure metals: a laboratory study using<i>Staphylococcus aureus</i>and<i>Escherichia coli</i>","year":2010,"lang":"en","type":"article","venue":"Biofouling","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Staphylococcus aureus; Biofilm; Escherichia coli; Microbiology; Tin; Bacterial cell structure; Bacteria; Antibacterial activity; Titanium; Zinc; Chemistry; Materials science; Biology; Metallurgy; Biochemistry","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":[0.000502746,0.0001786737,0.0002509322,0.00005213853,0.0001259351,0.00005955035,0.000240406,0.00008640627,0.00009513167],"category_scores_gemma":[0.00005142066,0.000143524,0.00004298586,0.0002681114,0.0002131424,0.0001807645,0.0002876552,0.0001930979,0.000009419628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000163096,"about_ca_system_score_gemma":0.0000121918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003331188,"about_ca_topic_score_gemma":0.00006250467,"domain_scores_codex":[0.9988379,0.00007292184,0.0002974726,0.0003243988,0.0002490107,0.000218328],"domain_scores_gemma":[0.9994293,0.0000120534,0.000154664,0.0003173936,0.00001902469,0.00006749167],"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":[0.00002748438,0.0001720591,0.04563853,0.00002346856,0.00002544397,0.000003259304,0.0003839924,0.00002745398,0.9529724,0.000009462804,0.00008343509,0.0006330692],"study_design_scores_gemma":[0.00112517,0.0005040644,0.03764782,0.00009781438,0.000211678,0.000001516249,0.001225926,0.002220121,0.9413533,0.00005697413,0.0148359,0.0007197603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998444,0.00006421447,0.0001093512,0.00004304513,0.0002764026,0.000542851,0.000006663742,0.0001185607,0.0003948727],"genre_scores_gemma":[0.9953963,0.00001722044,0.004287217,0.0000732097,0.0001072861,0.00001568438,0.000001035959,0.00002206064,0.00008000981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01475246,"threshold_uncertainty_score":0.585274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709912314915664,"score_gpt":0.2398010709900581,"score_spread":0.2227019478409015,"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."}}