{"id":"W1981312126","doi":"10.1139/w10-005","title":"Characterization of arsenic-resistant bacteria from the rhizosphere of arsenic hyperaccumulator<i>Pteris vittata</i>","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pteris vittata; Arsenate; Arsenic; Arsenite; Rhizosphere; Hyperaccumulator; Biology; Microbiology; Arsenic toxicity; Bacteria; Botany; Chemistry; Phytoremediation; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002506724,0.0001011311,0.0002185833,0.00003814992,0.00007377302,0.00001075402,0.0003111015,0.0001184023,0.004465686],"category_scores_gemma":[0.00007996365,0.00007706749,0.00009165188,0.0001038353,0.0003323053,0.0001234891,0.00002697667,0.0002022251,0.00003215942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006171572,"about_ca_system_score_gemma":0.0002208466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604421,"about_ca_topic_score_gemma":0.04877703,"domain_scores_codex":[0.9990693,0.00009541935,0.0004964192,0.0001168789,0.00005452915,0.0001674802],"domain_scores_gemma":[0.9989401,0.00007576994,0.000575565,0.0002063967,0.00005970706,0.0001424449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002251802,0.00001025799,0.009423113,0.0000018761,0.00002064097,0.000004951131,0.0006075836,0.000003725754,0.9864482,0.00004897538,0.0003815501,0.003026557],"study_design_scores_gemma":[0.0007753535,0.0001478782,0.430435,0.00004538487,0.00006655209,0.0001497804,0.0003391856,0.0000267997,0.4661403,0.0001151769,0.101571,0.000187549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981464,0.00003358435,0.00007457531,0.0005945893,0.0006521686,0.00009567096,0.0002434404,0.000001998638,0.0001575678],"genre_scores_gemma":[0.9989574,0.00001302013,0.0004800678,0.000279657,0.00006765682,7.741439e-7,0.00007030991,0.000009342859,0.0001217526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5203079,"threshold_uncertainty_score":0.9964443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005442137006706674,"score_gpt":0.1832556002126257,"score_spread":0.177813463205919,"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."}}