{"id":"W2486227581","doi":"10.1201/9781420083880-c14","title":"Bioremediation of Contaminated Sites in the Canadian Arctic","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bioremediation; Contamination; Environmental science; Arctic; The arctic; Environmental chemistry; Environmental protection; Biology; Geology; Ecology; Chemistry; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001541474,0.00007698582,0.0001156772,0.00006485193,0.00006159659,0.00001324868,0.00008924683,0.0001072685,0.002557307],"category_scores_gemma":[0.00002896859,0.00004228181,0.00002619753,0.00003313873,0.00004346917,0.00002918531,0.000001440532,0.00009956685,0.0001413077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007861937,"about_ca_system_score_gemma":0.00003219184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.408657,"about_ca_topic_score_gemma":0.9909466,"domain_scores_codex":[0.999523,0.00001289692,0.0001398115,0.00009025311,0.0001264597,0.0001075206],"domain_scores_gemma":[0.9997395,0.00006766233,0.00005610078,0.00006213026,0.00004242335,0.00003214574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004982551,0.00002190981,0.4380392,0.00006881174,0.00006817366,0.00009447971,0.001933512,0.001097641,0.000003432465,0.09641676,0.007319496,0.4548867],"study_design_scores_gemma":[0.00009175674,0.0002207064,0.9213942,0.00001967218,0.00001391692,0.000001460918,0.0001101066,0.0004403225,0.000001352232,0.03040744,0.04717281,0.0001262044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004295708,0.0005370408,0.00000118598,0.002392411,0.00006007458,0.0002125765,0.00002626038,0.000006083006,0.9924687],"genre_scores_gemma":[0.9834548,0.0002057612,0.0000216329,0.0005741059,0.00003376469,2.473487e-7,0.0004469875,6.628243e-7,0.01526204],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9791591,"threshold_uncertainty_score":0.9983545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087001160499661,"score_gpt":0.1870566444867431,"score_spread":0.1561866328817465,"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."}}