{"id":"W7047885367","doi":"","title":"Hydrogeological techniques for the in-situ characterisation of saturated landfilled waste in relation to contaminant flushing","year":2020,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leachate; Dispose pattern; Flushing; Incineration; Bioreactor landfill; Hazardous waste; Waste disposal; Municipal solid waste; Inert waste","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":[0.0004640799,0.0003756616,0.0002459839,0.001431767,0.0005019385,0.0004005274,0.0003637844,0.0004585423,0.003700234],"category_scores_gemma":[0.0004932353,0.0002790273,0.0002792522,0.0009073759,0.0004808,0.000422495,0.0004138233,0.0009198714,0.001035549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125665,"about_ca_system_score_gemma":0.0002974243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009019063,"about_ca_topic_score_gemma":0.004865886,"domain_scores_codex":[0.9996853,0.00005711259,0.000023857,0.00005313147,0.0001386996,0.00004194516],"domain_scores_gemma":[0.9994922,0.0001919355,0.00009349899,0.00004595285,0.000140133,0.00003622904],"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":[0.00003719595,0.00001964037,0.0009833863,0.0001767135,0.0000083962,0.00006885117,0.0001640087,0.0000795551,0.9908909,0.0001720696,0.0001303464,0.007268941],"study_design_scores_gemma":[0.000005793776,0.0002139429,0.01758605,0.00005244697,0.00003174305,0.0005537346,0.000541147,0.001107829,0.966456,0.0003741196,0.01305371,0.00002347084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6822264,0.01255967,0.2711809,0.0007695781,0.0005840719,0.0005269265,0.003431424,0.0008640201,0.02785705],"genre_scores_gemma":[0.8303344,0.007014363,0.1406139,0.0004304287,0.00006849098,0.0005355249,0.001661624,0.0001767006,0.01916457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700234,"threshold_uncertainty_score":0.01237851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731245597891377,"score_gpt":0.2541282249480178,"score_spread":0.2368157689691041,"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."}}