{"id":"W2097677108","doi":"10.1111/j.1365-2958.2006.05358.x","title":"Understanding the shapes of bacteria just got more complicated","year":2006,"lang":"en","type":"letter","venue":"Molecular Microbiology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Caulobacter crescentus; MreB; Biology; Bacterial protein; Cell envelope; Protein filament; Mutant; Bacteria; Cell biology; Cytoplasm; Flagellum; Envelope (radar); Bacterial cell structure; Computational biology; Cell; Cytoskeleton; Genetics; Escherichia coli","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"],"consensus_categories":[],"category_scores_codex":[0.0001174331,0.0004370858,0.0004993756,0.00007250286,0.0001134379,0.00002065378,0.0006447392,0.0009260411,0.00002603312],"category_scores_gemma":[0.00001482279,0.0003400256,0.0002998612,0.00009575447,0.0006096252,3.013251e-7,0.0003935498,0.0004500267,0.000010454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003912238,"about_ca_system_score_gemma":0.0000676874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004003341,"about_ca_topic_score_gemma":0.00001468547,"domain_scores_codex":[0.9981997,0.0001849061,0.0004363283,0.0006284042,0.00006319012,0.0004874415],"domain_scores_gemma":[0.9989107,0.0000345286,0.0003151904,0.0006111024,0.0001049314,0.00002352292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001049578,0.00001244944,0.00004662123,0.00003849604,0.0002664707,0.00001707936,0.00003053227,0.00003820105,0.6832289,0.00002746455,0.3162709,0.00001236139],"study_design_scores_gemma":[0.0004832482,0.000236407,0.0004166581,0.00003149586,0.0002118081,0.0001328319,0.0001019054,0.000006580992,0.184645,0.0002886715,0.81284,0.0006054165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6733266,0.01306413,0.00989898,0.2947366,0.001294289,0.001805874,0.002801776,0.00003104619,0.003040679],"genre_scores_gemma":[0.8192376,0.000154462,0.0004661473,0.17401,0.000846029,0.00004296878,0.0044425,0.0001349416,0.0006652713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4985839,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823935459440519,"score_gpt":0.2380427894983851,"score_spread":0.1998034349039799,"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."}}