{"id":"W4402477133","doi":"10.11159/icepr24.137","title":"Comparing Perennial Grasses in a Phytoremediation Field Trial for Soil Hydrocarbon Removal – Fuel Depot, north-west Victoria, Australia","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depot; Phytoremediation; Perennial plant; Environmental science; Field trial; Hydrocarbon; Environmental engineering; Agronomy; Geography; Soil science; Biology; Chemistry; Archaeology; Soil water","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":[0.0006705527,0.000374155,0.0005762291,0.0002747822,0.0003995761,0.0003110203,0.000514899,0.0003745886,0.0007730802],"category_scores_gemma":[0.0003108027,0.0002715398,0.0004574471,0.0001665214,0.0002979161,0.0002079709,0.0002070499,0.000534884,0.0002023865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009564561,"about_ca_system_score_gemma":0.0007700004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02611333,"about_ca_topic_score_gemma":0.05658177,"domain_scores_codex":[0.9997053,0.00005258052,0.00002143289,0.00007975711,0.00008606612,0.00005487385],"domain_scores_gemma":[0.9994801,0.00006143218,0.00006657316,0.00003608543,0.0001595779,0.0001962495],"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":[0.008471062,0.00893437,0.002575546,0.0003902066,0.0001233538,0.00009809781,0.0003933928,0.0006502522,0.9683373,0.00006548005,0.0001384198,0.009822495],"study_design_scores_gemma":[0.002381967,0.4955525,0.1872621,0.00004432252,0.0005776476,0.0002138784,0.0009499185,0.003613912,0.3033148,0.0001769306,0.005833652,0.00007842292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999495,0.00005357441,0.00009375337,0.00001116564,0.00000695136,0.0001091586,0.00004759017,0.000003092671,0.0001797799],"genre_scores_gemma":[0.9890661,0.0003413044,0.002393143,0.00008862235,0.000007999299,0.0002866737,0.0004086618,0.000008088445,0.007399377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02611333,"threshold_uncertainty_score":0.05192268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502977506212685,"score_gpt":0.2556957347227413,"score_spread":0.2206659596606145,"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."}}