{"id":"W6980242065","doi":"","title":"Bioremediation of a TCA-contaminated site : From microcosms to column to field studies","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioremediation; Microcosm; Column (typography); Field (mathematics); Contamination","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009241267,0.0007312006,0.0008086986,0.0007227786,0.0008547726,0.001468507,0.001083139,0.0008441263,0.0009071386],"category_scores_gemma":[0.0009278287,0.000334928,0.0005402021,0.0007692065,0.0007184976,0.0007770427,0.0007752961,0.0008798929,0.0003189396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635597,"about_ca_system_score_gemma":0.001542171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02248565,"about_ca_topic_score_gemma":0.02655994,"domain_scores_codex":[0.9993845,0.000138032,0.00005412034,0.0001866533,0.0001455751,0.00009105948],"domain_scores_gemma":[0.9990729,0.0001823874,0.0001214787,0.00008051451,0.0004058147,0.0001369544],"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":[0.0006741557,0.0007060052,0.006618824,0.0005397444,0.00005515724,0.0002211235,0.0004539963,0.0003888278,0.9610004,0.0001239293,0.0008665477,0.02835127],"study_design_scores_gemma":[0.0001192262,0.01160815,0.09382962,0.0002170858,0.000265547,0.001323586,0.003318361,0.002624464,0.8736983,0.0005381489,0.01236435,0.00009302677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857982,0.00389096,0.004090513,0.0007394627,0.0001343224,0.0004200057,0.001020775,0.00009717408,0.003808667],"genre_scores_gemma":[0.9721772,0.008984984,0.01180411,0.0004534906,0.0001111467,0.0002079237,0.001243078,0.00005498324,0.004963042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248565,"threshold_uncertainty_score":0.0447095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175542889014509,"score_gpt":0.2470507843110532,"score_spread":0.2352953554209081,"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."}}