{"id":"W4388219975","doi":"10.3390/resources12110130","title":"Reclamation of Hydrocarbon Contaminated Soils Using Soil Amendments and Native Plant Species","year":2023,"lang":"en","type":"article","venue":"Resources","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Compost; Environmental science; Soil water; Revegetation; Fertilizer; Land reclamation; Amendment; Agronomy; Environmental remediation; Soil conditioner; Contamination; Soil science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004846187,0.0005297672,0.0004610457,0.000402665,0.0006340786,0.0007757845,0.0005909464,0.0003636946,0.0006106819],"category_scores_gemma":[0.0003710367,0.0001940936,0.0003238885,0.0005024205,0.0004132056,0.0002641235,0.0004083899,0.0003926602,0.0001267664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459137,"about_ca_system_score_gemma":0.002997797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1165799,"about_ca_topic_score_gemma":0.3142614,"domain_scores_codex":[0.9995866,0.00005497513,0.00003170437,0.00008227645,0.0001241717,0.0001202931],"domain_scores_gemma":[0.9995126,0.00006946064,0.00009432208,0.00002370611,0.0001834248,0.0001164917],"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":[0.0006807883,0.0003965977,0.006025689,0.0002452746,0.00003742643,0.0001158135,0.0001651412,0.0004655774,0.9854668,0.00003740873,0.00005754813,0.006305898],"study_design_scores_gemma":[0.00009780446,0.01104191,0.1184292,0.00005405031,0.0001564821,0.0002503661,0.0009783189,0.00155548,0.8623078,0.00006725599,0.005013398,0.00004796193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988845,0.000211691,0.0001903918,0.00001637125,0.000005736326,0.00007978395,0.0001192679,0.00001441695,0.0004778745],"genre_scores_gemma":[0.9925538,0.0008306385,0.00349875,0.00004985136,0.000006958367,0.00008339715,0.0004954313,0.00001061909,0.002470614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165799,"threshold_uncertainty_score":0.2318027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167504465672823,"score_gpt":0.2229658857565024,"score_spread":0.2012908410997741,"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."}}