{"id":"W7009675349","doi":"","title":"Establishment of a bioremediation facility in South Australia - research and commercial potential","year":2007,"lang":"en","type":"article","venue":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioremediation; Environmental remediation; Contaminated land; Soil contamination; Pollutant; Soil remediation","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":[0.01174366,0.0001772966,0.0003170639,0.0007492058,0.0003793415,0.00005022165,0.0007260229,0.0003274646,0.001776487],"category_scores_gemma":[0.0006055166,0.000201961,0.00008598954,0.001898376,0.001841192,0.001022316,0.0008347335,0.001369806,0.0002633353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005056235,"about_ca_system_score_gemma":0.0000989934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004709469,"about_ca_topic_score_gemma":0.007362271,"domain_scores_codex":[0.9951425,0.0007927072,0.0004612933,0.0006295647,0.002041087,0.0009328747],"domain_scores_gemma":[0.9983404,0.0003545384,0.000175494,0.0004229594,0.0002863915,0.0004202457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009793,0.0004696941,0.6806875,0.00007905484,0.00002524709,0.0000942893,0.005091561,0.00004074715,0.3050113,0.0001629365,0.001032024,0.006295884],"study_design_scores_gemma":[0.001383896,0.0003675186,0.9747301,0.00006957186,0.000009749924,0.000003682793,0.00471962,0.00003939483,0.01708821,0.0006561853,0.0007314736,0.0002005927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978197,0.00004912943,0.0001345621,0.0007183457,0.00006137429,0.0006032125,0.0001270457,0.00001586865,0.00047078],"genre_scores_gemma":[0.998495,0.0001311665,0.0008464588,0.00001502518,0.00002388655,4.327502e-7,0.00004180928,0.000008609026,0.0004376571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940426,"threshold_uncertainty_score":0.999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194073773203948,"score_gpt":0.3501027569451786,"score_spread":0.2306953796247838,"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."}}