{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006771092,0.0001111511,0.0003071486,0.000216288,0.00003471872,0.000004022201,0.0002700464,0.0005164649,0.0001333639],"category_scores_gemma":[0.0001282019,0.00006225864,0.00005600424,0.0002538747,0.0003315863,0.00005698352,0.0000483857,0.0003696339,0.00000197041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020554,"about_ca_system_score_gemma":0.00007967906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02470028,"about_ca_topic_score_gemma":0.04327114,"domain_scores_codex":[0.9988506,0.0001613349,0.0005460556,0.0001231437,0.00004926866,0.0002695854],"domain_scores_gemma":[0.99941,0.00004401879,0.0003551182,0.0001292671,0.00002309332,0.00003848385],"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":[0.00008918406,0.00004092676,0.03618053,0.000001633468,0.00001095304,0.000005811444,0.0001207065,0.00004325411,0.9567653,0.00002467399,0.0001453285,0.006571739],"study_design_scores_gemma":[0.001271095,0.0007944941,0.01555993,0.00004530957,0.00002469823,0.0001201428,0.00004448439,0.00005259226,0.9787312,0.0001490817,0.003118594,0.00008841125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926316,0.00008628657,0.000002261114,0.006700929,0.0003019722,0.0002186978,0.00001272571,0.000003996614,0.00004153799],"genre_scores_gemma":[0.9995822,0.00004524262,0.0001137442,0.0001576081,0.00008070537,0.00000101204,0.00001058881,0.000004462752,0.00000437797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219659,"threshold_uncertainty_score":0.9817943,"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."}}