{"id":"W2982566847","doi":"10.1680/jgein.19.00054","title":"GCL self-healing: fully penetrating hole/slit hydrated with RO water and 10 mM Ca solution","year":2019,"lang":"en","type":"article","venue":"Geosynthetics International","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Geosynthetic clay liner; Indentation; Materials science; Slit; Composite material; Geosynthetics; Optics; Geotechnical engineering; Soil water; Geology","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":["insufficient_payload"],"category_scores_codex":[0.0001815451,0.0001752497,0.0001225435,0.00003344702,0.0001455337,0.00006714163,0.0001784771,0.00006001408,0.007187112],"category_scores_gemma":[0.00001528153,0.0001209004,0.00002808673,0.00004011975,0.0001411335,0.0002337967,0.0003181829,0.0001207753,0.00141158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283904,"about_ca_system_score_gemma":0.000005468115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001882085,"about_ca_topic_score_gemma":0.00005932684,"domain_scores_codex":[0.9986848,0.00002802429,0.0001896319,0.000334538,0.0004556793,0.0003072923],"domain_scores_gemma":[0.9996408,0.00002903678,0.00006994356,0.0001688134,0.00001174134,0.00007972563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004051541,0.0007540291,0.5858737,0.00005333768,0.0004262293,0.00005154018,0.006357647,0.01997504,0.3766222,0.00023921,0.003862658,0.005379322],"study_design_scores_gemma":[0.006583541,0.001857984,0.4429851,0.0002396647,0.0002559251,0.0004609792,0.001192903,0.2051796,0.1843129,0.00122884,0.1529019,0.002800657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466687,0.00001578511,0.000180213,0.0009622129,0.0001857138,0.0001816422,0.00002325017,0.00004807792,0.05173443],"genre_scores_gemma":[0.9947358,0.00002333613,0.00159382,0.0001840764,0.00004407972,0.000009843925,0.000061151,0.00002012593,0.003327809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1923093,"threshold_uncertainty_score":0.9993659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006297293200960135,"score_gpt":0.2056918958858285,"score_spread":0.1993946026848684,"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."}}