{"id":"W4389146516","doi":"10.1098/rspb.2023.1174","title":"Community assembly of the human piercing microbiome","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microbiome; Biological dispersal; Ecology; Ecosystem; Keystone species; Biology; Medicine; Population; Environmental health; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003316196,0.00009143986,0.0001666863,0.00001940484,0.004513273,0.00007129389,0.002202089,0.0001183409,0.00002063361],"category_scores_gemma":[0.0005519996,0.00004434804,0.0003020054,0.001890629,0.004117607,0.00008490876,0.000712588,0.0002694552,0.000004936643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004753757,"about_ca_system_score_gemma":0.00006780207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854506,"about_ca_topic_score_gemma":0.00003810905,"domain_scores_codex":[0.9987585,0.00009164219,0.000245399,0.0001803695,0.0003843156,0.0003398012],"domain_scores_gemma":[0.9991381,0.0002455314,0.0002797359,0.0001136545,0.0001752835,0.00004775493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000206084,0.0001503814,0.5974458,0.00003949682,0.00002463959,1.079437e-8,0.016969,0.00001994171,0.2975521,0.07467005,0.01257274,0.0005537663],"study_design_scores_gemma":[0.0001147578,0.0001042771,0.9362957,0.0001073736,0.00002156955,3.032925e-7,0.02739752,0.0002143118,0.01535702,0.01677756,0.003427491,0.0001821594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779389,0.00001961048,0.000002547462,0.00387726,0.000128474,0.0002134086,0.000007547916,0.00007863367,0.0177336],"genre_scores_gemma":[0.9986921,0.00001624676,0.0001944015,0.0001469422,0.00006068777,0.000009188176,4.688799e-7,0.000002668551,0.0008773187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3388499,"threshold_uncertainty_score":0.9985926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016246006755526,"score_gpt":0.3430544281915004,"score_spread":0.2414298275159478,"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."}}