{"id":"W4381104037","doi":"10.32006/2023.1.0516","title":"BIOKINETIC CHARACTERIZATION OF FERROPLASMA ACIDIPHILUM","year":2023,"lang":"en","type":"article","venue":"Ecological Engineering and Environment Protection","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ferrous; Chemistry; Oxidizing agent; Yeast extract; Environmental chemistry; Bacterial growth; Microorganism; Iron bacteria; Bacteria; Food science; Fermentation; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001076598,0.0000863374,0.00009599312,0.00008475398,0.0000301456,0.00000886199,0.00002561882,0.00008157059,0.00007234034],"category_scores_gemma":[0.00001571619,0.00007686167,0.00002381046,0.0001099888,0.00001270035,0.00005986745,0.00001679158,0.0001133112,0.00005068445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000023307,"about_ca_system_score_gemma":6.150732e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.288081e-7,"about_ca_topic_score_gemma":7.969578e-8,"domain_scores_codex":[0.9995669,0.000009451302,0.0001365208,0.0001030271,0.00006777088,0.0001163969],"domain_scores_gemma":[0.9998754,0.00001018647,0.00001899959,0.0000561798,0.000001885792,0.00003733617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002652198,0.00001177996,0.00005439972,0.00005272924,0.000009040519,0.000001011006,0.00001676686,0.08860909,0.8983676,0.00002990436,0.000003951006,0.01284103],"study_design_scores_gemma":[0.0001908382,0.0001311911,0.2226467,0.00001883146,0.000009767125,0.00001047608,0.00001085251,0.7170477,0.05041581,0.00003697505,0.009296901,0.0001839879],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828187,0.00001299902,0.01629899,0.00005915579,0.0001953172,0.0001429383,0.000002727437,0.0003738987,0.00009525964],"genre_scores_gemma":[0.9992827,0.0003369627,0.0001573219,0.000003584015,0.0000389804,0.00004161491,0.00001447084,0.00001106113,0.0001133194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8479518,"threshold_uncertainty_score":0.3134328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184397887443193,"score_gpt":0.1630721729289718,"score_spread":0.1512281940545399,"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."}}