{"id":"W3044750471","doi":"10.1101/2020.07.26.221937","title":"Quorum Sensing Regulates ‘swim-or-stick’ Lifestyle in the Phycosphere","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Quorum sensing; Roseobacter; Biofilm; Biology; Bacteria; Marine bacteriophage; Diatom; Prokaryote; Chemotaxis; Microbiology; Cell biology; Ecology; Gene; Genetics; Receptor","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":[0.0001374306,0.0002926794,0.0002052414,0.0002409415,0.0002021695,0.0002647722,0.0001602135,0.0002208806,0.0009290171],"category_scores_gemma":[0.0001625416,0.0000869667,0.0002350688,0.0001834061,0.0002142014,0.0002251182,0.0004583704,0.0003423179,0.0003408925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800862,"about_ca_system_score_gemma":0.0002437513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401433,"about_ca_topic_score_gemma":0.001851946,"domain_scores_codex":[0.9998991,0.00001242828,0.000008514774,0.0000228617,0.00003192074,0.00002508643],"domain_scores_gemma":[0.9998918,0.00001574469,0.00002679719,0.00001891721,0.00001610516,0.00003059981],"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":[0.0000404547,0.00001378606,0.002631392,0.00001668751,0.000003125782,0.00007626222,0.00004062237,0.0000201613,0.9959447,0.00006013085,0.0000332769,0.001119396],"study_design_scores_gemma":[0.00003902714,0.000452103,0.320031,0.00002652556,0.00004251246,0.001010798,0.0008572934,0.004549196,0.667137,0.0003887323,0.005430202,0.00003556289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976597,0.0002471389,0.0009458374,0.00009965184,0.00001508631,0.00001434296,0.0002469721,0.00001556019,0.0007557485],"genre_scores_gemma":[0.9967191,0.0001597451,0.001111775,0.00007405644,0.000007127431,0.00001178235,0.0005386043,0.000008668017,0.001369125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002401433,"threshold_uncertainty_score":0.004774868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612227300213225,"score_gpt":0.2154722017673674,"score_spread":0.1993499287652352,"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."}}