{"id":"W4392440503","doi":"","title":"The effect of vegetation on Arsenic mobilization in the rhizosphere.","year":2011,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Integrated Water Resources Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhizosphere; Arsenic; Mobilization; Vegetation (pathology); Environmental science; Geography; Environmental chemistry; Forestry; Chemistry; Geology; Bacteria; Archaeology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003099805,0.0005418949,0.000441082,0.00006920136,0.0002421306,0.0001274007,0.001827403,0.0002888869,0.0007831118],"category_scores_gemma":[0.0002082144,0.0002918087,0.000245924,0.0004378009,0.0006680455,0.0001300622,0.0006065918,0.0008720834,0.002667368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004950706,"about_ca_system_score_gemma":0.00001411968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284647,"about_ca_topic_score_gemma":0.003156547,"domain_scores_codex":[0.9949771,0.002120754,0.0007203151,0.0006876485,0.000912973,0.0005811654],"domain_scores_gemma":[0.9969541,0.0009399467,0.000553857,0.00147204,0.00002143618,0.00005857386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001269665,0.001159091,0.0510986,0.001131352,0.000511118,0.00006474548,0.07583541,0.4298592,0.003985334,0.1961515,0.0006124157,0.2383216],"study_design_scores_gemma":[0.005887061,0.009566562,0.422531,0.007379672,0.001810983,0.0000446193,0.02355049,0.08050863,0.1937421,0.07185227,0.1791814,0.003945217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770779,0.0004253448,0.0003092455,0.0003473031,0.0006181955,0.002510551,0.000006598064,0.00003324739,0.2186717],"genre_scores_gemma":[0.9981866,0.0004071084,0.00007456836,0.0001144293,0.00007215569,0.0003519033,0.00002467226,0.00005298378,0.0007155781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3714325,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013054085329941,"score_gpt":0.2279507179533753,"score_spread":0.2148966326234343,"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."}}