{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007221771,0.0001151164,0.000134454,0.00002330667,0.00004901475,0.00002502936,0.00007585557,0.0001429384,0.00004211848],"category_scores_gemma":[0.00003009914,0.000109993,0.00005291004,0.000102418,0.00004678776,0.00000299404,0.00008373283,0.0000594063,0.0000148169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544535,"about_ca_system_score_gemma":0.0002046874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001398311,"about_ca_topic_score_gemma":0.00005065509,"domain_scores_codex":[0.9992986,0.00003819053,0.0002158208,0.0002404525,0.00005751283,0.0001493985],"domain_scores_gemma":[0.9995312,0.000004551794,0.0001059813,0.0002000299,0.0001255819,0.00003263212],"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":[0.00001934366,0.00001580024,0.00003075658,0.00001171705,0.00002601619,0.000007040823,0.0001174077,0.000003157469,0.9985819,0.0003133149,0.0003139855,0.0005595653],"study_design_scores_gemma":[0.0002254188,0.00006332372,0.000228122,0.00003304864,0.00001197152,0.00003055721,0.0002318781,0.000004635753,0.9955034,0.00003055978,0.003493453,0.0001436714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972318,0.0001991617,0.001668175,0.0002228424,0.0003798062,0.00006070346,0.00002892803,0.000008874596,0.0001996488],"genre_scores_gemma":[0.9715677,0.00005475638,0.02728918,0.000294193,0.0001062383,0.000001025753,0.0002401526,0.00001960333,0.0004271335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02566414,"threshold_uncertainty_score":0.4485384,"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."}}