{"id":"W2044327173","doi":"10.1080/10889860903127027","title":"Physical and Biological Treatment of Oil-Contaminated Soil in a Baffled Roller Bioreactor","year":2009,"lang":"en","type":"article","venue":"Bioremediation Journal","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodegradation; Diesel fuel; Bioreactor; Soil contamination; Chemistry; Soil water; Bioremediation; Pulp and paper industry; Contamination; Environmental chemistry; Environmental science; Soil science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001780653,0.0001356112,0.0002211331,0.00008264972,0.00004460531,0.00002166575,0.00007866741,0.00009120042,0.0003587298],"category_scores_gemma":[0.00006415758,0.00009093939,0.00005486356,0.0002425958,0.0000963139,0.0001255218,0.00001428194,0.00007919243,0.00004216376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705211,"about_ca_system_score_gemma":0.000019811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003402701,"about_ca_topic_score_gemma":0.00006292047,"domain_scores_codex":[0.9990265,0.00008106676,0.0003174231,0.0001774228,0.0001998037,0.0001977317],"domain_scores_gemma":[0.9995429,0.00003645412,0.0001928087,0.00007541491,0.00001877143,0.000133667],"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":[0.0001270552,0.0006475974,0.1537842,0.000001213418,0.000008234807,0.00001012217,0.001435624,0.00001554786,0.7401497,0.000007305985,0.0001921592,0.1036212],"study_design_scores_gemma":[0.002064281,0.000742085,0.9476423,0.000008927264,0.000009380598,0.00001800246,0.00006409851,0.0005006172,0.0479936,0.00005655778,0.0007614081,0.0001387285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987547,0.00004778455,0.000007605568,0.0006526615,0.00009498154,0.0000741147,0.000008990183,0.00001172929,0.0003474713],"genre_scores_gemma":[0.9990441,0.0005088325,0.0001691835,0.00009926166,0.0001082163,0.000001157146,0.00001087727,0.000003726948,0.00005466981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938581,"threshold_uncertainty_score":0.392784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450795913314692,"score_gpt":0.2360435000546583,"score_spread":0.2215355409215114,"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."}}