{"id":"W2005487547","doi":"10.1021/bc300581t","title":"Targeted Disinfection of E. coli via Bioconjugation to Photoreactive TiO<sub>2</sub>","year":2013,"lang":"ca","type":"article","venue":"Bioconjugate Chemistry","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Chemistry; Bioconjugation; Pseudomonas putida; Bacteria; Flocculation; Escherichia coli; Oxidizing agent; Photocatalysis; Microbiology; Combinatorial chemistry; Biochemistry; Organic chemistry; Enzyme; Catalysis; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003069405,0.0007417818,0.0008777736,0.0001703489,0.000220263,0.0001826878,0.0004159288,0.0007707803,0.002001643],"category_scores_gemma":[0.0001427201,0.0007984433,0.0005107257,0.000911358,0.0002115869,0.0004369498,0.0001979319,0.0004223017,0.002195756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004807472,"about_ca_system_score_gemma":0.0001785782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025159,"about_ca_topic_score_gemma":0.00005063022,"domain_scores_codex":[0.9962669,0.0001226314,0.001191814,0.001075092,0.0005618999,0.0007816406],"domain_scores_gemma":[0.996738,0.0001084461,0.0007788543,0.00107817,0.0007152155,0.0005812721],"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":[0.0001261452,0.0004514722,0.0002065769,0.0004431014,0.0003773981,0.000004893833,0.0004680788,0.0001232728,0.9904153,0.00003704714,0.002389274,0.004957485],"study_design_scores_gemma":[0.0009674869,0.0001548891,0.003067801,0.0001685535,0.0002229685,0.000008849765,0.0002999582,0.0008159886,0.9882137,0.0003483924,0.004889851,0.0008415342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894298,0.0003185707,0.0003530814,0.0001811106,0.0005415607,0.001632001,0.0001810795,0.0001388859,0.007223964],"genre_scores_gemma":[0.996856,0.0001693339,0.00008638464,0.0002048386,0.0005185894,0.0004622192,0.0007046136,0.0001260712,0.0008719789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007426224,"threshold_uncertainty_score":0.9994466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005689116919071121,"score_gpt":0.1999901692838381,"score_spread":0.194301052364767,"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."}}