{"id":"W2163127726","doi":"10.1128/aem.01397-06","title":"An Integrated Approach to Functional Genomics: Construction of a Novel Reporter Gene Fusion Library for<i>Sinorhizobium meliloti</i>","year":2006,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Genomics Institute; Genome Canada","keywords":"Sinorhizobium meliloti; Biology; Reporter gene; Gene; Fusion gene; Plasmid; Genetics; Functional genomics; Genome; Genomic library; Operon; Molecular biology; Escherichia coli; Gene expression; Genomics; Peptide sequence","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":[0.000467595,0.001021245,0.0008653562,0.0006734398,0.0002520358,0.0007328441,0.0009404997,0.0007570166,0.001346078],"category_scores_gemma":[0.0003148816,0.0003937398,0.0009360982,0.0008067979,0.0003469836,0.0004033237,0.0006299876,0.001418671,0.001407338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958095,"about_ca_system_score_gemma":0.0006921564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259421,"about_ca_topic_score_gemma":0.001644201,"domain_scores_codex":[0.9996095,0.00005153317,0.00003431069,0.0001109789,0.0001296593,0.00006407574],"domain_scores_gemma":[0.9998022,0.00003799491,0.00004774879,0.000026224,0.00003035923,0.00005543887],"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":[0.00003506098,0.0000204005,0.00005800144,0.00004306373,0.000005294987,0.00003242676,0.00001174829,0.00004713002,0.9983176,0.00007593154,0.00004381519,0.001309536],"study_design_scores_gemma":[0.00003821124,0.0002557556,0.001981915,0.00001084675,0.00005502634,0.0005910887,0.00002664104,0.001873593,0.9873865,0.00009852897,0.007663381,0.00001839692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6025619,0.002312678,0.3775168,0.0007067432,0.0002286789,0.0008157984,0.009603503,0.002455387,0.00379856],"genre_scores_gemma":[0.6807815,0.003366495,0.2721166,0.0004399093,0.00008128591,0.0009062878,0.02983269,0.0006508392,0.0118243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001346078,"threshold_uncertainty_score":0.004503071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007441839216610568,"score_gpt":0.1535044779541197,"score_spread":0.1460626387375091,"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."}}