{"id":"W2947273666","doi":"10.1039/c9sm00794f","title":"Rivalry in<i>Bacillus subtilis</i>colonies: enemy or family?","year":2019,"lang":"en","type":"article","venue":"Soft Matter","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Biotechnology and Biological Sciences Research Council; Science and Engineering Research Board; Medical Research Council; Alberta Innovates Bio Solutions; University of Alberta","keywords":"Rivalry; Bacillus subtilis; Adversary; Chemistry; Biology; Genetics; Economics; Computer security; Computer science; Microeconomics; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009526085,0.0001567542,0.0001690454,0.00003907986,0.00002814521,0.00003420092,0.0001299174,0.0001784668,0.0003912127],"category_scores_gemma":[0.00001589256,0.0001281688,0.00006870994,0.00007094229,0.00004335719,0.00000576525,0.0001142937,0.00008841569,0.0008275198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001553043,"about_ca_system_score_gemma":0.00005241989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005092406,"about_ca_topic_score_gemma":0.00005013612,"domain_scores_codex":[0.9990444,0.00003599537,0.0001884174,0.0003403868,0.00008000981,0.0003107489],"domain_scores_gemma":[0.9995195,0.00001240645,0.00004746286,0.0003393584,0.00003059232,0.00005064064],"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":[0.0001526688,0.0000254821,0.02815917,0.00002538761,0.00001384044,0.000006426506,0.00004377709,0.000003219983,0.9642441,0.000005659663,0.006454165,0.0008660613],"study_design_scores_gemma":[0.001472979,0.00031646,0.09606379,0.00006317597,0.00001368232,0.00004168863,0.0001402491,0.00001163903,0.5293912,0.00003475256,0.3718812,0.0005691415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941601,0.0001389879,0.000006884217,0.0004064428,0.0004957474,0.0001676541,0.00001397773,0.00001294783,0.004597247],"genre_scores_gemma":[0.9898816,0.00003807037,0.0002670592,0.004123754,0.0002118178,0.000006060936,0.00005106067,0.0000289184,0.005391709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4348529,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008222827420980098,"score_gpt":0.223318625541556,"score_spread":0.2150957981205759,"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."}}