{"id":"W4393235388","doi":"10.3390/agronomy14040686","title":"Impacts of Cropping Systems on Glyphosate and Aminomethylphosphonic Acid Contents and Microbial Community in Field Crop Soils in Quebec (Canada)","year":2024,"lang":"en","type":"article","venue":"Agronomy","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement; Université du Québec à Montréal","funders":"","keywords":"Glyphosate; Aminomethylphosphonic acid; Agronomy; Soil water; Environmental science; Crop; Cropping; Cover crop; Agroforestry; Biology; Ecology; Agriculture; Soil science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002799834,0.0003857163,0.0003003539,0.0006715414,0.001421219,0.000977383,0.0005502344,0.0002833218,0.001506966],"category_scores_gemma":[0.0003602504,0.0001524581,0.0002439577,0.001377472,0.0004835445,0.0002893478,0.0002561285,0.0002977424,0.0001414433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02714791,"about_ca_system_score_gemma":0.01121956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922748,"about_ca_topic_score_gemma":0.9962758,"domain_scores_codex":[0.9997153,0.00001812172,0.00001114908,0.00009748445,0.00006029326,0.00009759831],"domain_scores_gemma":[0.9993402,0.00004537131,0.00008588525,0.00001384699,0.0003801039,0.0001345113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000192,0.0002061434,0.8659604,0.0004388964,0.0002840642,0.0006170478,0.002680878,0.00190864,0.07614146,0.0003270725,0.004021497,0.0464138],"study_design_scores_gemma":[0.000005113911,0.00005091276,0.9963181,0.00001959856,0.00001901934,0.00002575536,0.0009389486,0.0004052938,0.0006634937,0.000009076826,0.001532333,0.00001215338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927576,0.00099312,0.0002012005,0.0001082944,0.000008802605,0.00004289669,0.004213438,0.00001757449,0.001657137],"genre_scores_gemma":[0.9932668,0.0005758301,0.000559582,0.0001108406,0.00000285239,0.00002916783,0.002620583,0.000006394723,0.002827959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02714791,"threshold_uncertainty_score":0.1969727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264475265068892,"score_gpt":0.2142241263830613,"score_spread":0.2015793737323724,"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."}}