{"id":"W2994891255","doi":"10.7190/shu-thesis-00225","title":"Transposon mutagenesis and characterisation of the selenite reduction pathway in Methylosinus trichosporium","year":2019,"lang":"en","type":"dissertation","venue":"Sheffield Hallam University","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sheffield Hallam University; University of Regina","keywords":"Transposon mutagenesis; Transposable element; Mutagenesis; Plasmid; Mutant; Biology; Bacterial conjugation; Genetics; Kanamycin; Gene; Selenium; Molecular biology; Microbiology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002316487,0.0002024301,0.000380128,0.0001763008,0.00008448043,0.00001085055,0.0002340938,0.0006639817,0.00003904762],"category_scores_gemma":[0.00003989507,0.0001725579,0.0001339022,0.0003763331,0.0000358509,0.0001069123,0.00001667888,0.0003843039,0.000003474271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167733,"about_ca_system_score_gemma":0.00003729294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186431,"about_ca_topic_score_gemma":0.0004560327,"domain_scores_codex":[0.9986662,0.000329619,0.0002666753,0.0003720791,0.0001919584,0.0001734848],"domain_scores_gemma":[0.9991618,0.0001170228,0.0003307631,0.0002586406,0.00009907242,0.00003273951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00515445,0.0003075734,0.04992546,0.001860905,0.0001528415,0.00001205659,0.02645415,0.00006430185,0.8621161,0.0004162927,0.0001047627,0.05343109],"study_design_scores_gemma":[0.001198936,0.0002419463,0.7991459,0.0004338168,0.0001784291,0.000008283141,0.009525594,0.00006452101,0.1853497,0.00006802531,0.003305368,0.0004794367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932991,0.0001801179,0.000005722073,0.0001757176,0.0026566,0.0008329435,0.00002527243,0.00003217993,0.002792309],"genre_scores_gemma":[0.9970496,0.00007226347,0.00002583658,0.00001162863,0.00008073193,0.000001776325,0.0001465445,0.00001469753,0.002596967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7492204,"threshold_uncertainty_score":0.7036706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925558324915743,"score_gpt":0.2042010586323037,"score_spread":0.1949454753831462,"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."}}