{"id":"W2304664643","doi":"10.1038/srep23463","title":"Lighting Up Clostridium Difficile: Reporting Gene Expression Using Fluorescent Lov Domains","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Wellcome Trust; Biotechnology and Biological Sciences Research Council; London School of Hygiene and Tropical Medicine","keywords":"FtsZ; Green fluorescent protein; Obligate anaerobe; Clostridium difficile; Bacteria; Clostridium; Biology; Cell biology; Fusion protein; Protein subcellular localization prediction; Microbiology; Fluorescence microscope; Fluorescence; Gene; Bacterial protein; Biochemistry; Genetics; Recombinant DNA","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003552533,0.0004698588,0.0007653032,0.0005697995,0.0009143064,0.000321701,0.0002397393,0.000268646,0.001331162],"category_scores_gemma":[0.003950654,0.0003112599,0.0004597459,0.001110146,0.0004973236,0.0002777705,0.0004689897,0.0004036955,0.0002059853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007299078,"about_ca_system_score_gemma":0.00107408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005739228,"about_ca_topic_score_gemma":0.000004149099,"domain_scores_codex":[0.9915603,0.0001141759,0.002740709,0.001951427,0.002262925,0.001370489],"domain_scores_gemma":[0.9939787,0.0001410756,0.002011549,0.002303782,0.0008037477,0.0007611146],"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":[0.000117541,0.0002383621,0.007039524,0.00009052586,0.00004165198,0.00406257,0.0001238201,0.00000837985,0.9740996,0.00000751399,0.008134671,0.006035889],"study_design_scores_gemma":[0.0008749156,0.00009663318,0.0004080569,0.0008846134,0.0000913723,0.003703275,0.0001213579,0.0001517151,0.9719691,0.0001229143,0.02117137,0.0004046289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894016,0.0004209977,0.0007835753,0.0006624153,0.00571264,0.0008883525,0.00001054602,0.0002668518,0.001853034],"genre_scores_gemma":[0.9825835,0.0000339472,0.001951209,0.00002879187,0.0009230652,0.00002904149,0.00005978867,0.00009254693,0.01429811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130367,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048503152854061,"score_gpt":0.3233179171078862,"score_spread":0.2748147642538252,"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."}}