{"id":"W4323656292","doi":"10.1139/cjm-2023-0014","title":"The formation mechanism of <i>Bacillus subtilis</i> biofilm surface morphology under competitive environment","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hebrew University of Jerusalem; National Natural Science Foundation of China; Harvard University","keywords":"Bacillus subtilis; Biofilm; Morphology (biology); Microbiology; Bacillales; Bacillaceae; Chemistry; Mechanism (biology); Bacteria; Biology; Biophysics; Zoology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009886232,0.0002041132,0.0001310176,0.0001826222,0.0002941183,0.0003047164,0.00028396,0.000360393,0.0006448716],"category_scores_gemma":[0.000185476,0.0001948289,0.000236824,0.0001106363,0.0002570415,0.000400982,0.0002107415,0.0002247125,0.000120275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613328,"about_ca_system_score_gemma":0.0002265676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245833,"about_ca_topic_score_gemma":0.001712071,"domain_scores_codex":[0.999897,0.000007926323,0.000004443882,0.00002207713,0.00003784929,0.00003071918],"domain_scores_gemma":[0.9999014,0.00001417737,0.00003394131,0.000006327198,0.00002439123,0.00001966635],"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":[0.00004371259,0.00002022764,0.002571622,0.00007097555,0.000007487555,0.0001601602,0.0001322085,0.002516651,0.9905878,0.0009603554,0.0001103705,0.00281842],"study_design_scores_gemma":[0.00003518992,0.0003598036,0.08385931,0.00003116269,0.00004004804,0.0008612327,0.0008536732,0.1235816,0.7865113,0.001842078,0.001913278,0.0001113985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941866,0.0003465577,0.004033919,0.00008189911,0.000008588468,0.000009633324,0.00004304624,0.00003892184,0.001250861],"genre_scores_gemma":[0.99866,0.0001339952,0.0008192286,0.00001160356,0.000001330255,0.00000503553,0.00002323073,0.000003111903,0.0003425466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00245833,"threshold_uncertainty_score":0.004888058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00930488571508606,"score_gpt":0.1906759990330318,"score_spread":0.1813711133179457,"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."}}