{"id":"W4213435554","doi":"10.1007/s10064-022-02617-y","title":"Engineering properties of used motor oil-contaminated soil treated by sawdust and fiber","year":2022,"lang":"en","type":"article","venue":"Bulletin of Engineering Geology and the Environment","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sawdust; Compressive strength; Compaction; Motor oil; Shear strength (soil); Contamination; Geotechnical engineering; Soil water; Direct shear test; Environmental science; Materials science; Pulp and paper industry; Composite material; Shear (geology); Soil science; Geology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002810398,0.0001901132,0.0002964024,0.0000269411,0.0001192227,0.000003311676,0.0001166637,0.00004797797,0.002262979],"category_scores_gemma":[0.00002996183,0.0001400932,0.00004249429,0.00003730626,0.0005318883,0.00001863101,0.0006283851,0.0001590308,0.00002142265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007060515,"about_ca_system_score_gemma":0.000001050488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004744932,"about_ca_topic_score_gemma":7.026488e-7,"domain_scores_codex":[0.9990532,0.00005953137,0.0002437264,0.0002292453,0.0001848828,0.0002293712],"domain_scores_gemma":[0.9995657,0.0001067314,0.0000909258,0.000185525,8.403367e-7,0.00005029256],"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":[0.0006667358,0.0005276416,0.05067884,0.0002200937,0.0006225803,0.00002274359,0.003678611,0.2562099,0.6833221,0.00009509494,0.002042224,0.001913371],"study_design_scores_gemma":[0.02168885,0.002334,0.3413896,0.0001692187,0.000770526,0.0003728751,0.001157856,0.03303784,0.3346596,0.00003933157,0.2618058,0.002574507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997528,0.001328673,0.0000156898,0.000590243,0.00003112597,0.0001624128,0.00001765917,0.0000187804,0.0003074846],"genre_scores_gemma":[0.9969456,0.0003026498,0.0001191643,0.00004099987,0.000005248495,0.00009884957,0.000004774161,0.00001993252,0.002462776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3486625,"threshold_uncertainty_score":0.9986491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003475735918746164,"score_gpt":0.1362218943879726,"score_spread":0.1327461584692265,"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."}}