{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004248447,0.000118603,0.0001929541,0.0007930528,0.00051032,0.0005891381,0.000147225,0.0003988782,0.001226324],"category_scores_gemma":[0.001187106,0.0001596135,0.000246074,0.0004457643,0.0004061396,0.0004329562,0.0006737967,0.0002468645,0.0002199935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002285492,"about_ca_system_score_gemma":0.0003257469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707966,"about_ca_topic_score_gemma":0.003349968,"domain_scores_codex":[0.9996118,0.000120506,0.00001600094,0.000118325,0.00005938678,0.00007413924],"domain_scores_gemma":[0.999571,0.00007780614,0.0001234087,0.00004323486,0.00009111295,0.00009331715],"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":[0.0005448287,0.0001188288,0.4722128,0.0002311206,0.00009630949,0.0004598794,0.00337068,0.001836872,0.4836073,0.001130402,0.0008034614,0.03558756],"study_design_scores_gemma":[0.00001534003,0.0006110474,0.9520027,0.00006187147,0.00005074674,0.001071761,0.00401213,0.009940569,0.02301062,0.002573442,0.006582865,0.00006696961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995783,0.0003153842,0.002438888,0.0001255914,0.000008964147,0.00002288772,0.0004454501,0.00001534165,0.0008444863],"genre_scores_gemma":[0.9954927,0.0002226038,0.003368866,0.00005258148,0.000008002482,0.0000244096,0.0003899291,0.000006374454,0.0004345763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002707966,"threshold_uncertainty_score":0.005384386,"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."}}