{"id":"W2032648063","doi":"10.1007/s10295-008-0509-4","title":"Carbon utilization profiles of bacteria colonizing the headbox water of two paper machines in a Canadian mill","year":2009,"lang":"en","type":"article","venue":"Journal of Industrial Microbiology & Biotechnology","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Stenotrophomonas; Stenotrophomonas maltophilia; Bacteria; Pseudomonas; Biology; 16S ribosomal RNA; Microbiology; Food science; Botany; Pseudomonas aeruginosa","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001985587,0.0006240048,0.0005850131,0.001126111,0.001170031,0.0009791977,0.000508943,0.0005762724,0.0007227062],"category_scores_gemma":[0.0005351739,0.0003730651,0.0003852436,0.001499898,0.0004361273,0.0003216168,0.0004397987,0.0003711708,0.0002239393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813277,"about_ca_system_score_gemma":0.002248783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3678727,"about_ca_topic_score_gemma":0.4985624,"domain_scores_codex":[0.9994743,0.00001621152,0.00002938493,0.0001311876,0.0002079009,0.0001409556],"domain_scores_gemma":[0.9996207,0.00004274661,0.00006079239,0.000009974268,0.0001514342,0.0001143067],"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":[0.001142061,0.0002767201,0.09274098,0.0001470918,0.00004490178,0.0004781436,0.001798738,0.0003654099,0.8935981,0.00004070035,0.0001290054,0.009238102],"study_design_scores_gemma":[0.00003027525,0.001133528,0.8555714,0.00002732886,0.00011662,0.0002940506,0.003225341,0.001144322,0.1370644,0.00002196765,0.001319817,0.00005114523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995065,0.00003570204,0.00005690037,0.000006504039,0.000001649697,0.00001348406,0.0002116659,0.000002575889,0.0001650789],"genre_scores_gemma":[0.9944038,0.0002648993,0.001536179,0.00003756132,0.000004058283,0.00002899559,0.001349357,0.00000833272,0.00236682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6321273,"threshold_uncertainty_score":0.731463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637533913120956,"score_gpt":0.2340519955567209,"score_spread":0.2176766564255113,"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."}}