{"id":"W2550863524","doi":"10.1089/ast.2016.1509","title":"Fluctuation Analysis of Redox Potential to Distinguish Microbial Fe(II) Oxidation","year":2016,"lang":"en","type":"article","venue":"Astrobiology","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Detrended fluctuation analysis; Redox; Oxidizing agent; Abiotic component; Scaling; Chemistry; Biological system; Environmental chemistry; Inorganic chemistry; Geology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004830311,0.0003953426,0.0003123965,0.0006732454,0.000125814,0.0002391616,0.0003365523,0.0002279935,0.0004261146],"category_scores_gemma":[0.001310686,0.0001116232,0.0002594868,0.0005396627,0.000210567,0.0003027066,0.0001860992,0.0004186398,0.0001242565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854723,"about_ca_system_score_gemma":0.0001252338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008860801,"about_ca_topic_score_gemma":0.0009739479,"domain_scores_codex":[0.9997202,0.0000561097,0.00001865436,0.00008523409,0.0001016292,0.00001806898],"domain_scores_gemma":[0.9995982,0.0001904757,0.00004621148,0.00003576598,0.0001046885,0.00002464049],"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":[0.0001367825,0.00006661301,0.006453804,0.00009225839,0.00004346364,0.000116333,0.00007685032,0.002738193,0.9238995,0.000433076,0.0002498369,0.06569322],"study_design_scores_gemma":[0.00001961779,0.0004869422,0.06141806,0.00001190877,0.0000607131,0.0006481607,0.00007730722,0.2676073,0.6652197,0.001705186,0.00267268,0.00007241461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4229311,0.0008389532,0.5735262,0.0002086508,0.0001167506,0.00008609548,0.000537366,0.0007013117,0.001053544],"genre_scores_gemma":[0.849564,0.0003941492,0.1487794,0.0000666733,0.00004860806,0.00007379689,0.0003480404,0.00005524971,0.0006700815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008860801,"threshold_uncertainty_score":0.002554595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004355464860582906,"score_gpt":0.2256864588315845,"score_spread":0.2213309939710016,"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."}}