{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002264523,0.00068262,0.0004003413,0.0002048725,0.00009957865,0.0004532898,0.0003201148,0.000500792,0.0003993364],"category_scores_gemma":[0.0002282434,0.0002206865,0.0003047826,0.0002027189,0.0003339171,0.0003534226,0.000277017,0.0003685803,0.0002934478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122935,"about_ca_system_score_gemma":0.0001989499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004175159,"about_ca_topic_score_gemma":0.001054101,"domain_scores_codex":[0.9998344,0.00003808945,0.000010577,0.00004117745,0.00004066183,0.00003499094],"domain_scores_gemma":[0.9998841,0.00003121308,0.00003633967,0.00001715553,0.00002179928,0.000009315353],"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":[0.0000119752,0.000009933556,0.00006938382,0.00003011033,0.000005303741,0.00001679732,0.000005269145,0.00006580244,0.9983042,0.00006173909,0.00001448224,0.001404883],"study_design_scores_gemma":[0.00000181855,0.0001004403,0.0005236277,0.00000202519,0.000006974914,0.00009637777,0.000008501979,0.0003855122,0.9979092,0.0000359224,0.0009271671,0.000002353269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936174,0.006898031,0.05305686,0.0003107933,0.00007784801,0.0001163377,0.0001093649,0.0003757233,0.002880967],"genre_scores_gemma":[0.9513346,0.003609693,0.0411014,0.0002713265,0.0000167884,0.00004940205,0.0001551901,0.00006459324,0.003397023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00068262,"threshold_uncertainty_score":0.002265871,"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."}}