{"id":"W2050566245","doi":"10.1371/journal.pone.0099953","title":"The Effect of Silver Nanoparticles on Seasonal Change in Arctic Tundra Bacterial and Fungal Assemblages","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; National Science Foundation","keywords":"Temperature gradient gel electrophoresis; Microcosm; Tundra; Biology; Microbiology; Bacteria; Chemistry; Food science; Ecology; Arctic; 16S ribosomal RNA","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":[0.0002165659,0.0003012458,0.0002801749,0.0002878996,0.0003022225,0.0004444111,0.0001844533,0.0004518802,0.0003898444],"category_scores_gemma":[0.0003376084,0.0001695446,0.0002027746,0.0001870499,0.0002444483,0.000178244,0.0002879369,0.0002828872,0.0001254002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874065,"about_ca_system_score_gemma":0.0003069484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00887398,"about_ca_topic_score_gemma":0.01388188,"domain_scores_codex":[0.9997942,0.00003878384,0.0000139487,0.00006833248,0.0000460617,0.00003871614],"domain_scores_gemma":[0.9997343,0.00004883018,0.00006508347,0.00001336066,0.0000789113,0.00005943049],"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":[0.00093168,0.00007091144,0.0349104,0.000093342,0.00005354141,0.0001055596,0.0001891951,0.0003461213,0.9570805,0.00002224008,0.00004674363,0.006149839],"study_design_scores_gemma":[0.00001097952,0.001825836,0.7482172,0.00001947391,0.00006655357,0.0002190981,0.0007546763,0.001330672,0.2460083,0.00005207386,0.001475058,0.00002012892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991212,0.0002173846,0.0001661331,0.00001954398,0.000006181876,0.00000629206,0.0001622018,0.000005857964,0.0002951511],"genre_scores_gemma":[0.9982373,0.0002650818,0.0005615413,0.00005289678,0.000006963307,0.00001289156,0.0002620026,0.000004880174,0.0005964385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00887398,"threshold_uncertainty_score":0.01764464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377626001039244,"score_gpt":0.234787185223793,"score_spread":0.2110109252134005,"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."}}