{"id":"W4366602094","doi":"10.1099/mic.0.001318","title":"Soil microbial gene expression in an agricultural ecosystem varies with time and neonicotinoid seed treatments","year":2023,"lang":"en","type":"article","venue":"Microbiology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université du Québec à Montréal; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Compute Canada; Université du Québec à Montréal","keywords":"Neonicotinoid; Biology; Gene expression; Microbial population biology; Soil microbiology; Soil biology; Gene; Soil carbon; Imidacloprid; Agronomy; Soil water; Ecology; Genetics; Pesticide; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001233488,0.0002571628,0.0003216913,0.0003755664,0.0003210745,0.0003908868,0.000178957,0.0001970589,0.0004774598],"category_scores_gemma":[0.0001903834,0.0001071096,0.0001856898,0.0004912718,0.000200952,0.000139331,0.0001726405,0.0002638074,0.0001404738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043248,"about_ca_system_score_gemma":0.001330096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2187559,"about_ca_topic_score_gemma":0.4038087,"domain_scores_codex":[0.9998067,0.00001487875,0.000007953273,0.00008803467,0.00004074451,0.0000416837],"domain_scores_gemma":[0.9997161,0.00002555347,0.00006672143,0.00001028059,0.0001261232,0.00005526692],"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":[0.0003510069,0.00003756964,0.05349661,0.0000687807,0.0000318007,0.00007475706,0.0001850269,0.0000998749,0.9409065,0.00002066802,0.0001120662,0.004615368],"study_design_scores_gemma":[0.000004161403,0.0001559039,0.9748917,0.000005420009,0.00002083112,0.00004600966,0.0003488931,0.0004476754,0.02337904,0.00001677961,0.0006733735,0.00001019347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996453,0.0004145025,0.0004505649,0.00003463965,0.000004835312,0.00002387298,0.002010102,0.00001890426,0.0005895657],"genre_scores_gemma":[0.9947006,0.0003163558,0.001216997,0.00008687431,0.000002781696,0.00004972546,0.001964172,0.00001130773,0.001651283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2187559,"threshold_uncertainty_score":0.4349651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144576954435887,"score_gpt":0.2197193203476341,"score_spread":0.2052616249040454,"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."}}