{"id":"W2969363028","doi":"10.1038/s41467-019-11608-9","title":"Bacteria evoke alarm behaviour in zebrafish","year":2019,"lang":"en","type":"article","venue":"Nature Communications","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"National Institute of General Medical Sciences; Institute of Molecular and Cell Biology; Ministry of Education, India; Nanyang Technological University; Lee Kong Chian School of Medicine, Nanyang Technological University; Ministry of Education - Singapore; Agency for Science, Technology and Research; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Mucus; Bacteria; Zebrafish; ALARM; Biology; Microbiology; Population; Fish <Actinopterygii>; Cell biology; Ecology; Medicine; Fishery; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008904798,0.0003313999,0.00021389,0.0003504488,0.000187135,0.0001861762,0.0001165414,0.0004022328,0.001474333],"category_scores_gemma":[0.0002094259,0.0001684377,0.0003104868,0.00005992226,0.0003916128,0.0001491445,0.0004632646,0.0006653709,0.0003023841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008177377,"about_ca_system_score_gemma":0.0002814418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002995788,"about_ca_topic_score_gemma":0.004779319,"domain_scores_codex":[0.9998502,0.00001269504,0.000006837564,0.0000280757,0.00005235605,0.00004993882],"domain_scores_gemma":[0.9999021,0.00001113829,0.00002571681,0.000005128246,0.00001099179,0.00004487607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001239183,0.000008980801,0.0004309623,0.00002368566,0.000002163304,0.00009128376,0.00004095577,0.00003264948,0.9985324,0.00004191593,0.0000575535,0.0006135312],"study_design_scores_gemma":[0.0001052658,0.00259424,0.112044,0.0000518963,0.00005536522,0.0005875313,0.0004219424,0.001947875,0.8782431,0.0002488408,0.003637061,0.00006288238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965782,0.0002524137,0.000637338,0.0001641759,0.00003380489,0.00002606123,0.0001996212,0.00007385534,0.002034503],"genre_scores_gemma":[0.9911258,0.0002758969,0.001276048,0.0002561824,0.00001032542,0.00007581676,0.0002037233,0.00002921542,0.006747195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002995788,"threshold_uncertainty_score":0.005956709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115874430953267,"score_gpt":0.3205859678835538,"score_spread":0.3094272235740211,"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."}}