{"id":"W2066742103","doi":"10.1007/s10482-006-9061-2","title":"Signature proteins that are distinctive characteristics of Actinobacteria and their subgroups","year":2006,"lang":"en","type":"article","venue":"Antonie van Leeuwenhoek","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Actinobacteria; Biology; Nocardia; Streptomyces; Actinomycetales; Microbiology; Mycobacterium; Bacteria; Genetics; 16S ribosomal RNA","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":[],"consensus_categories":[],"category_scores_codex":[0.00008041803,0.0002242092,0.0002662363,0.00003035686,0.00009830343,0.00002335952,0.0001267694,0.0001319901,0.00001071764],"category_scores_gemma":[0.00002483071,0.0001823819,0.00007651625,0.00005227269,0.000159157,0.000001776609,0.0001308042,0.0000862188,0.000001546376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007335766,"about_ca_system_score_gemma":0.00002662608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005148422,"about_ca_topic_score_gemma":0.00007521938,"domain_scores_codex":[0.9991317,0.00003682057,0.0001967573,0.0003317761,0.00006909589,0.0002338161],"domain_scores_gemma":[0.999349,0.00001946847,0.0002329887,0.0002585538,0.00009301362,0.00004698541],"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":[0.00008041289,0.00007531905,0.08597541,0.00004069932,0.00007910449,0.000002913545,0.0001363661,0.000001549085,0.9106447,0.00009854166,0.0001538365,0.002711109],"study_design_scores_gemma":[0.0003389927,0.0001990542,0.6328622,0.00002120182,0.00002202935,0.00001146858,0.0002457299,0.000007778292,0.3557186,0.0003537795,0.009983682,0.0002354681],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968947,0.00120004,0.0002734128,0.00008732141,0.0001122205,0.000240606,0.0002938035,0.000005414651,0.0008924775],"genre_scores_gemma":[0.998764,0.0002744904,0.0002621798,0.00006048213,0.0002337674,0.00001953205,0.0001123076,0.00002635159,0.0002468767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5549261,"threshold_uncertainty_score":0.7437317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006988068904480232,"score_gpt":0.19625182221027,"score_spread":0.1892637533057897,"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."}}