{"id":"W7162781815","doi":"10.5066/p13ykpgg","title":"16S rRNA whole-organism microbiome sequencing for larval insects, adult insects, and riparian spiders collected above and below a per- and polyfluoroalkyl substances (PFAS) source","year":2022,"lang":"","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Larva; Riparian zone; 16S ribosomal RNA; Microbiome; Accession number (library science); Metagenomics; DNA sequencing","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":[0.001434798,0.001440286,0.001362859,0.002794211,0.001265509,0.001632331,0.001974816,0.001843359,0.05955121],"category_scores_gemma":[0.00440977,0.0007286935,0.0009280174,0.005104497,0.0004480039,0.0009675053,0.002138933,0.001814478,0.05349186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141479,"about_ca_system_score_gemma":0.002825149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02165329,"about_ca_topic_score_gemma":0.04782283,"domain_scores_codex":[0.9988549,0.0001472217,0.0001278091,0.000405072,0.0002359308,0.0002291822],"domain_scores_gemma":[0.9978119,0.0006078379,0.0003109196,0.0003688335,0.0006430341,0.0002573855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001771598,0.00004298952,0.005252972,0.00215087,0.0001278504,0.00006513498,0.0001153491,0.0005015145,0.001902716,0.0006917161,0.9844531,0.004518555],"study_design_scores_gemma":[0.0003661195,0.00004290873,0.0291442,0.0008038753,0.0001000026,0.00008940883,0.0003024405,0.0002994805,0.00138726,0.001246852,0.9661466,0.00007071512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002160658,0.00001883391,0.00004783977,0.0000200629,0.00001047539,0.000006980086,0.9993067,0.00006283804,0.0003100838],"genre_scores_gemma":[0.0005416132,0.00002372784,0.0003573878,0.00003480417,0.00000316909,0.00006579015,0.9985082,0.00004403299,0.0004214107],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05955121,"threshold_uncertainty_score":0.1992186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068779801188777,"score_gpt":0.2002279031276791,"score_spread":0.1895401051157914,"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."}}