{"id":"W4225534196","doi":"10.2139/ssrn.4084412","title":"Meta-Analysis of the Effect of Nitrification Inhibitors on the Abundance of N2o-Related Functional Genes in Agricultural Soils","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; RTDS Technologies (Canada)","funders":"","keywords":"Nitrification; Soil water; Abundance (ecology); Agriculture; Chemistry; Ecology; Environmental science; Environmental chemistry; Biology; Nitrogen","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":[],"consensus_categories":[],"category_scores_codex":[0.002725044,0.0001424816,0.0004390417,0.00005150025,0.000347709,0.00001632227,0.0006374897,0.0000502961,0.00007325316],"category_scores_gemma":[0.00008738352,0.00003362692,0.0007988444,0.002786705,0.0001175073,0.0001024497,0.00007300563,0.0008605642,0.000001362613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187784,"about_ca_system_score_gemma":0.0000761695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002066821,"about_ca_topic_score_gemma":0.00100356,"domain_scores_codex":[0.9973412,0.0006277369,0.0005234938,0.0002021811,0.0007821479,0.0005233004],"domain_scores_gemma":[0.9984004,0.0006147571,0.0007790705,0.00008623321,0.00009432792,0.00002516595],"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":[0.0005964396,0.000761864,0.2455418,0.00001699444,0.04011805,0.000001707205,0.0008711715,0.1030174,0.5399599,0.0554479,0.0005877912,0.01307904],"study_design_scores_gemma":[0.000335186,0.001478093,0.9392502,0.000009520902,0.009741275,0.00008844568,0.003595245,0.0002951708,0.03852792,0.006233856,0.0001836131,0.0002614907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965335,0.001649242,0.000001909096,0.001373802,0.00008207107,0.0002074969,0.00004732471,0.000005001839,0.00009965673],"genre_scores_gemma":[0.9995249,0.0001011717,8.542202e-7,0.00002039714,0.00003186805,0.00001900908,0.00002315305,6.387259e-7,0.0002779994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6937084,"threshold_uncertainty_score":0.3738771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990739355954553,"score_gpt":0.2014513026139826,"score_spread":0.1815439090544371,"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."}}