{"id":"W7065857589","doi":"","title":"Electrokinetic Remediation of Organic Soil Polluted with Petroleum Products in Temperate and Cold Regions","year":2023,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Electrokinetic remediation; Environmental remediation; Soil water; Organic matter; Electrokinetic phenomena; Soil organic matter; Pollution","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001566302,0.000212099,0.0002802468,0.0002641713,0.0002410831,0.0003459029,0.0001780189,0.0001988218,0.0002640487],"category_scores_gemma":[0.0001104719,0.0001011392,0.0002475652,0.0002337622,0.0001998032,0.0002201025,0.0002679972,0.000205909,0.00007249846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292206,"about_ca_system_score_gemma":0.0003348463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008609986,"about_ca_topic_score_gemma":0.01379927,"domain_scores_codex":[0.9998672,0.0000149607,0.00001084958,0.00002798702,0.00003880199,0.00004011724],"domain_scores_gemma":[0.9999357,0.000008055543,0.00001876141,0.000003145226,0.00002224648,0.0000120876],"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":[0.0001176642,0.00002393273,0.0018592,0.00006478684,0.000009291893,0.00005467688,0.00005905376,0.0002688653,0.9956439,0.00002129572,0.00002157691,0.001855851],"study_design_scores_gemma":[0.00001434184,0.0006210429,0.04370623,0.00001434898,0.00004527687,0.000146218,0.000516736,0.001862602,0.9519898,0.00003337559,0.001033708,0.00001635214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992016,0.0002081353,0.0002604273,0.00001749318,0.000002865894,0.000006548153,0.0000487344,0.000003976086,0.0002501757],"genre_scores_gemma":[0.998305,0.0004972818,0.0005260275,0.00001530004,0.000002619206,0.00001064268,0.00007540948,0.000003284269,0.0005644008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008609986,"threshold_uncertainty_score":0.01711971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458550958258103,"score_gpt":0.2201493905503965,"score_spread":0.2055638809678155,"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."}}