{"id":"W2148270905","doi":"10.1109/cibcb.2011.5948465","title":"A simulation of bacterial communities","year":2011,"lang":"en","type":"article","venue":"","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bacteria; Metagenomics; Biology; Bacterial colony; Population; Evolutionary biology; Biological system; Ecology; Biochemical engineering; Computer science; Computational biology; Genetics; Engineering; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008893136,0.0006084989,0.0007773031,0.000659104,0.001027729,0.001309248,0.001176809,0.00205317,0.005510703],"category_scores_gemma":[0.004827792,0.0003823499,0.0009706158,0.000661746,0.001199102,0.001598517,0.001601542,0.001069054,0.0004505616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123599,"about_ca_system_score_gemma":0.001259197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008482785,"about_ca_topic_score_gemma":0.003523067,"domain_scores_codex":[0.9992929,0.0003531109,0.00003046932,0.0001082098,0.0001154443,0.00009990201],"domain_scores_gemma":[0.9970766,0.001931218,0.000213986,0.0002041508,0.0002158192,0.00035822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000101471,0.00007350935,0.001607489,0.00003726282,0.00003251206,0.0001170469,0.0001449135,0.9595369,0.0009886498,0.03436213,0.0004492052,0.002548893],"study_design_scores_gemma":[0.00003814051,0.00003493177,0.000127775,0.000006207615,0.000004712449,0.00001801793,0.00003021491,0.9914669,0.0001826538,0.006979027,0.001105188,0.000006363157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6093599,0.0005569784,0.3462431,0.002097672,0.0002455585,0.0002733436,0.0008761547,0.0005440968,0.03980323],"genre_scores_gemma":[0.9342754,0.0002762412,0.05749916,0.0001864221,0.0000263093,0.0003182936,0.0003456812,0.00004894965,0.007023483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008482785,"threshold_uncertainty_score":0.01843518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513036725999905,"score_gpt":0.3097329013780337,"score_spread":0.2246025341180346,"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."}}