{"id":"W7070484780","doi":"","title":"Pilot-Scale Demonstration of Biosurfactant-Enhanced In-
\\nSitu Bioremediation of a Contaminated Site in
\\nNewfoundland and Labrador","year":2013,"lang":"en","type":"report","venue":"Memorial University Research Repository (Memorial University)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bioremediation; Contamination; Water pollution; Hazardous waste; Pollution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006611421,0.0006212412,0.0005617217,0.0002853655,0.0008706126,0.0007298524,0.0008347955,0.0006097008,0.001365512],"category_scores_gemma":[0.0002854396,0.0002591098,0.000705732,0.000377941,0.0004007813,0.0002996743,0.0006597388,0.0006280449,0.0005654678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219531,"about_ca_system_score_gemma":0.002675668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07973871,"about_ca_topic_score_gemma":0.1375561,"domain_scores_codex":[0.999557,0.00005632639,0.00003077089,0.00006349541,0.000149296,0.0001431785],"domain_scores_gemma":[0.999786,0.00002619554,0.00002445395,0.00002339449,0.00009131316,0.00004872669],"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":[0.0004540265,0.0009607119,0.001461347,0.0001370341,0.00002430273,0.0002342726,0.0001272648,0.0007116164,0.9885514,0.00006509612,0.0004297807,0.006843075],"study_design_scores_gemma":[0.0000655014,0.00245845,0.007481531,0.00001156164,0.00004714467,0.0001283564,0.000207125,0.001099424,0.9861796,0.00001291372,0.002291984,0.00001630761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938638,0.0001353882,0.002159741,0.0001397544,0.00002584595,0.0004350635,0.0009105644,0.0001550639,0.00217476],"genre_scores_gemma":[0.983751,0.0005056799,0.007922482,0.0000679423,0.000006029768,0.0002188775,0.0010366,0.00003862997,0.00645274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9202613,"threshold_uncertainty_score":0.1585491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368421908560603,"score_gpt":0.2758162527978982,"score_spread":0.2421320337122922,"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."}}