{"id":"W4229821037","doi":"10.1139/cjm-46-5-433","title":"Monitoring by laser-flow-cytometry of the polycyclic aromatic hydrocarbon-degrading &lt;i&gt;Sphingomonas &lt;/i&gt;sp. strain 107 during biotreatment of a contaminated soil","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sphingomonas; Strain (injury); Polycyclic aromatic hydrocarbon; Soil contamination; Biodegradation; Hydrocarbon; Chemistry; Microbiology; Environmental chemistry; Contamination; Flow cytometry; Chromatography; Biology; Biochemistry; Organic chemistry; 16S ribosomal RNA; Molecular biology; Ecology","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":[0.0002769049,0.0002634813,0.000561373,0.0005225158,0.0001181758,0.00002198609,0.0005340409,0.0002081505,0.0001098673],"category_scores_gemma":[0.0000531632,0.0002175788,0.0002366262,0.0004520055,0.00020358,0.00007815634,0.00002008743,0.0003939259,0.000007531861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793615,"about_ca_system_score_gemma":0.0003080438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005074579,"about_ca_topic_score_gemma":0.001188628,"domain_scores_codex":[0.9982036,0.0001121898,0.0007150868,0.0001700483,0.0001212201,0.0006778517],"domain_scores_gemma":[0.9989756,0.0001076758,0.0001993127,0.000289842,0.00003896707,0.0003886535],"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":[0.00002223558,0.00002452746,0.01449792,0.00007158048,0.0003246666,0.00008306636,0.0004052556,0.0007460423,0.9803876,0.000001784741,0.0002348765,0.003200482],"study_design_scores_gemma":[0.001762954,0.0002234712,0.04182673,0.00073286,0.0001108776,0.0006898234,0.000150207,0.0003758607,0.9519094,0.00002738691,0.00188069,0.0003097882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922016,0.006665347,0.000002824819,0.00009890323,0.0003647284,0.0001678427,0.0001462735,0.00001548081,0.0003370047],"genre_scores_gemma":[0.9991485,0.0003230257,0.0001150277,0.000009904165,0.00009565612,0.000004083839,0.000009382462,0.00004561511,0.0002487714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02847821,"threshold_uncertainty_score":0.8872606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006188123561423392,"score_gpt":0.1965440251839082,"score_spread":0.1903559016224848,"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."}}