{"id":"W3127351426","doi":"10.3390/microorganisms9020298","title":"Massive Integration of Planktonic Cells within a Developing Biofilm","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Biofilm; Population; mCherry; Plankton; Biology; Microbiology; Bacteria; Chemistry; Ecology; Green fluorescent protein; Biochemistry; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001846717,0.0003117051,0.0002859443,0.0002562189,0.0002198437,0.0004188781,0.000210512,0.0003078819,0.0005593006],"category_scores_gemma":[0.0002019728,0.0002233188,0.0002776267,0.0001647873,0.000213262,0.0003104193,0.0006587075,0.0007392006,0.0002697033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095995,"about_ca_system_score_gemma":0.0003079873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009916405,"about_ca_topic_score_gemma":0.001113129,"domain_scores_codex":[0.9998172,0.00001439991,0.00001090838,0.00004607883,0.00007684645,0.00003446402],"domain_scores_gemma":[0.9998135,0.00003104712,0.0000311637,0.00001907238,0.00003752441,0.0000677319],"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":[0.00001063566,0.000006162892,0.0004201541,0.000008653514,0.000002183679,0.00005479276,0.0000290847,0.00002491374,0.9987582,0.00005224932,0.000006654308,0.0006263586],"study_design_scores_gemma":[0.00001081132,0.0002667272,0.0350491,0.00001508588,0.00002627532,0.0005749433,0.0001408619,0.002752619,0.9588922,0.0002165394,0.002038758,0.00001614566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901649,0.0007458587,0.008042094,0.00004527429,0.00001487351,0.00002379082,0.0001093123,0.00004349064,0.0008104682],"genre_scores_gemma":[0.9891237,0.0003292525,0.008418044,0.0000349652,0.000008407196,0.00002414801,0.0002303473,0.00001659393,0.001814515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009916405,"threshold_uncertainty_score":0.001971722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009988457449637366,"score_gpt":0.2213233237884957,"score_spread":0.2113348663388583,"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."}}