{"id":"W4406932841","doi":"10.1680/jgein.24.00150","title":"Natural weathering effects on white, green, and black HDPE textured GMs","year":2025,"lang":"en","type":"article","venue":"Geosynthetics International","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Weathering; Geosynthetics; Natural (archaeology); High-density polyethylene; White (mutation); Geotechnical engineering; Geomembrane; Geology; Materials science; Composite material; Geochemistry; Polyethylene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482873,0.0002274147,0.0001391196,0.0001685462,0.000133009,0.0001812357,0.00009537662,0.0002205942,0.0006098872],"category_scores_gemma":[0.0001662934,0.00007213194,0.0002101891,0.0001258429,0.0001542564,0.0002447302,0.0001555417,0.000258317,0.00009216247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650097,"about_ca_system_score_gemma":0.00008184062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007014899,"about_ca_topic_score_gemma":0.00145441,"domain_scores_codex":[0.9999107,0.000008908357,0.000006264645,0.00002452813,0.00003140099,0.00001820573],"domain_scores_gemma":[0.9999146,0.00001182322,0.00003141843,0.000007408949,0.00002468456,0.00001001227],"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":[0.00006772229,0.000008508957,0.0009235673,0.0000431209,0.000006447385,0.00006219996,0.000030826,0.0001455876,0.9969716,0.00002015304,0.00001304526,0.001707209],"study_design_scores_gemma":[0.000002643793,0.0003033078,0.01999705,0.000008421723,0.00001675203,0.0001297549,0.0001037793,0.0005340079,0.9775472,0.00002774581,0.001321773,0.000007555428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985517,0.000383182,0.0005828372,0.000008657222,0.000006294444,0.000007427709,0.0001473791,0.00001128041,0.0003012789],"genre_scores_gemma":[0.9975843,0.0002673952,0.0009918222,0.00001932157,0.000002320187,0.00001026541,0.0001728336,0.000007747642,0.0009439516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007014899,"threshold_uncertainty_score":0.002040207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007549589146617111,"score_gpt":0.2621091414721841,"score_spread":0.2545595523255669,"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."}}