{"id":"W2074807280","doi":"10.1139/w06-084","title":"Adaptive changes of chemolithoautotrophic acidophilic sulfur-oxidizing bacteria during growth in sewage sludge","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacteria; Sewage sludge; Acidithiobacillus thiooxidans; Sewage; Bioleaching; Sulfur; Chemistry; Gel electrophoresis; Food science; Pulsed-field gel electrophoresis; Microbiology; Biology; Sulfur metabolism; Environmental chemistry; Biochemistry; Gene; Genotype; Waste management; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.000222638,0.0001446296,0.0003322833,0.0005376346,0.00003720737,0.00001146901,0.0001602602,0.0001447103,0.00009896998],"category_scores_gemma":[0.00002822066,0.0001392491,0.00007619904,0.0001760886,0.00006493235,0.00008401021,0.000008287901,0.0003404605,0.000005665324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074199,"about_ca_system_score_gemma":0.0001214338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224651,"about_ca_topic_score_gemma":0.0264,"domain_scores_codex":[0.9990582,0.00006656354,0.0004069721,0.0000994045,0.00002679423,0.0003420255],"domain_scores_gemma":[0.9995415,0.0000253378,0.0001497714,0.00007637034,0.00006470862,0.0001422729],"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":[0.00001276933,0.000005692883,0.0007648293,0.00004218042,0.00002431245,0.0001061955,0.0001288678,0.0003244765,0.9980692,0.00008952415,0.0001286964,0.0003032316],"study_design_scores_gemma":[0.001135339,0.0001429884,0.05994064,0.0002474039,0.00002962931,0.001688067,0.0002381371,0.00008421572,0.9302958,0.0001979148,0.005605999,0.0003938783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976364,0.001101958,0.00004489391,0.0001534268,0.0005176243,0.00005686048,0.00003791412,0.00001016745,0.0004407959],"genre_scores_gemma":[0.998984,0.0000448203,0.0006341341,0.00003247731,0.0002203755,8.622527e-7,0.000008271737,0.00001978135,0.00005524977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06777343,"threshold_uncertainty_score":0.9913657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009206296748027629,"score_gpt":0.1778828497945973,"score_spread":0.1686765530465697,"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."}}