{"id":"W2115290802","doi":"10.1111/j.1472-4669.2009.00211.x","title":"Soft X‐ray spectromicroscopy of nickel sorption in a natural river biofilm","year":2009,"lang":"en","type":"article","venue":"Geobiology","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University; Brockhouse Institute for Materials Research","funders":"","keywords":"Biofilm; Sorption; Nickel; Bioremediation; Chemistry; Metal; Metal ions in aqueous solution; Adsorption; Environmental chemistry; Bacteria; Chemical engineering; Nuclear chemistry; Geology; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007715854,0.0002092124,0.0002212073,0.0002854597,0.0002637777,0.0002823806,0.000200371,0.000295998,0.0006838197],"category_scores_gemma":[0.0000956298,0.0002092864,0.0001975424,0.0001959112,0.0002179524,0.0002052944,0.0002681907,0.000254247,0.0001779927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473288,"about_ca_system_score_gemma":0.0001603225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602386,"about_ca_topic_score_gemma":0.002648593,"domain_scores_codex":[0.9999361,0.000005618969,0.000005149342,0.00001827107,0.00002503884,0.000009884687],"domain_scores_gemma":[0.9999349,0.0000117139,0.00001296954,0.000004043152,0.0000232725,0.00001308565],"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":[0.00002050069,0.000006058985,0.001065298,0.0000247773,0.000003240019,0.00005226802,0.00006171189,0.00005358474,0.9981644,0.00001440296,0.00001576391,0.0005181529],"study_design_scores_gemma":[0.00001604994,0.0003746617,0.222982,0.00002581017,0.00004748182,0.0005651254,0.0007988298,0.00542135,0.7678647,0.0000988871,0.00177895,0.00002614988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986026,0.0001638185,0.000587286,0.00002125462,0.000002176367,0.000007207725,0.000135801,0.00001547952,0.000464453],"genre_scores_gemma":[0.9948774,0.000406813,0.00252052,0.00005404196,0.000005163735,0.00003244842,0.000279889,0.00001052876,0.001813295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002602386,"threshold_uncertainty_score":0.005174518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007199626995186918,"score_gpt":0.2507588891984922,"score_spread":0.2435592622033052,"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."}}