{"id":"W4362716226","doi":"10.1016/j.apsoil.2023.104901","title":"Taxonomic and functional diversity of bacterial communities of agriculture soil exposed to zinc peroxide nanoparticles (nZnO2)","year":2023,"lang":"en","type":"article","venue":"Applied Soil Ecology","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Microcosm; Proteobacteria; Taxonomic rank; Firmicutes; Biology; Bacteroidetes; Species evenness; Soil biology; Ecology; Abundance (ecology); Species diversity; Soil water; Environmental chemistry; Botany; 16S ribosomal RNA; Chemistry; Bacteria; Taxon","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001390307,0.00007463893,0.000181205,0.00004325115,0.0001831852,0.000006298883,0.0001025534,0.00005704686,0.001783011],"category_scores_gemma":[0.000005900781,0.00006430178,0.0000344766,0.0001428414,0.0001259567,0.0000340574,0.0001098065,0.00004912132,0.0000670134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003446062,"about_ca_system_score_gemma":0.00001514607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123193,"about_ca_topic_score_gemma":0.02239828,"domain_scores_codex":[0.9994788,0.00002829332,0.0001544058,0.0001065987,0.00007644514,0.0001554159],"domain_scores_gemma":[0.9996619,0.000106075,0.000067368,0.00008514881,0.00002083956,0.00005863054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003296097,0.00005419207,0.6223125,0.00006119165,0.0001446894,0.0000024571,0.001482557,0.01094282,0.3601209,0.0001600485,0.002506115,0.001882933],"study_design_scores_gemma":[0.0004413772,0.0001136518,0.8934711,0.000002939113,0.00004907066,0.000002473872,0.00579166,0.0002485929,0.09900291,0.0004685188,0.0002955821,0.0001121189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981874,0.000006785281,0.000002119919,0.0001122991,0.00006590148,0.0000581082,0.0001109005,0.00001468839,0.001441852],"genre_scores_gemma":[0.9993916,0.00001490219,0.00004851454,0.0000663431,0.0000316051,0.000002083791,0.000372086,9.413475e-7,0.00007196603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2711586,"threshold_uncertainty_score":0.9991295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168529163467489,"score_gpt":0.1691143335107313,"score_spread":0.1522614171639824,"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."}}