{"id":"W4391474805","doi":"10.52843/cassyni.f1kjgj","title":"Community assembly of the human piercing microbiome","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microbiome; Human microbiome; Human Microbiome Project; Computational biology; Business; Data science; Biology; Computer science; 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":[0.0003518048,0.0001183643,0.0001886409,0.0007045107,0.0004614662,0.0005347176,0.0001239582,0.0003939139,0.001581902],"category_scores_gemma":[0.001051245,0.0001592526,0.0002376878,0.0004126125,0.0003372208,0.0003787671,0.0005926444,0.0002270007,0.0002675372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958528,"about_ca_system_score_gemma":0.0002673918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362459,"about_ca_topic_score_gemma":0.002572587,"domain_scores_codex":[0.9996597,0.00009807394,0.00001220431,0.0001124522,0.00005136853,0.00006626289],"domain_scores_gemma":[0.9996668,0.00006395938,0.00008958211,0.00003748028,0.00006862704,0.00007355477],"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":[0.0006664149,0.0001184206,0.40041,0.0002422093,0.0000983791,0.0003904494,0.003013928,0.002004047,0.5545327,0.001235111,0.001001987,0.03628631],"study_design_scores_gemma":[0.00001907095,0.0005773709,0.9402787,0.00005804601,0.00005557731,0.0009930247,0.003472973,0.01182089,0.03175139,0.003321225,0.007587092,0.00006458841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954958,0.0002808129,0.002621592,0.000108143,0.000009120569,0.00001989332,0.0005869407,0.00001872665,0.0008589893],"genre_scores_gemma":[0.9949558,0.0002004124,0.003632124,0.00005049114,0.000009352712,0.00002422712,0.0005630664,0.000008450568,0.0005560391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002362459,"threshold_uncertainty_score":0.005291998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08837676811888753,"score_gpt":0.3848277720453377,"score_spread":0.2964510039264502,"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."}}