{"id":"W4386606750","doi":"10.1201/9781003386889-84","title":"White polyethylene geomembrane: Forensic and laboratory evidence for superior durability","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Solmax (Canada)","funders":"","keywords":"Geomembrane; Durability; White (mutation); Forensic engineering; Polyethylene; Materials science; Composite material; Engineering; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003837407,0.0005112307,0.0005331145,0.00004852471,0.0002535251,0.00004760112,0.0002393986,0.0002814009,0.004067589],"category_scores_gemma":[0.0001538319,0.0004138638,0.0001450054,0.00005169144,0.0009786326,0.0003401265,0.000778791,0.0002158923,0.0008498979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650032,"about_ca_system_score_gemma":0.00001698897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204491,"about_ca_topic_score_gemma":0.0003047359,"domain_scores_codex":[0.9978002,0.00001739363,0.0003884081,0.0008758914,0.0004506457,0.0004674116],"domain_scores_gemma":[0.9986546,0.0004152828,0.0001310423,0.000569394,0.00001014273,0.0002195209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002353808,0.0004315806,0.496338,0.003948702,0.002212057,0.0003530711,0.006355522,0.00060426,0.08914351,0.007725314,0.2804323,0.1101019],"study_design_scores_gemma":[0.004113593,0.002286054,0.6945127,0.001529704,0.001280665,0.00008225444,0.0003298795,0.0003581341,0.01468096,0.0327158,0.2409845,0.007125667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1025592,0.005119557,0.0002281241,0.009168946,0.001933886,0.008701091,0.002938124,0.001347544,0.8680035],"genre_scores_gemma":[0.05059698,0.00481888,0.001145961,0.001090523,0.0001832004,0.0001682843,0.00005162464,0.0002313927,0.9417132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1981747,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103110910038894,"score_gpt":0.2603163625543606,"score_spread":0.2192852534539717,"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."}}