{"id":"W2605899939","doi":"10.1680/jgein.17.00011","title":"Effect of welding parameters on properties of HDPE geomembrane seams","year":2017,"lang":"en","type":"article","venue":"Geosynthetics International","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Welding; Geomembrane; High-density polyethylene; Materials science; Composite material; Heat-affected zone; Electric resistance welding; Polyethylene; Metallurgy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002464674,0.00009007264,0.000123849,0.00002377818,0.0001074352,0.00001808885,0.0003775237,0.00002370769,0.0004651962],"category_scores_gemma":[0.0002421851,0.00006416601,0.00005841762,0.00001434642,0.0004559786,0.0001281822,0.0002863373,0.00004931734,0.00007661815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006181385,"about_ca_system_score_gemma":0.000001400734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001795562,"about_ca_topic_score_gemma":0.000004794908,"domain_scores_codex":[0.9992175,0.00002541207,0.0001494726,0.0001332225,0.0003527538,0.0001216079],"domain_scores_gemma":[0.999492,0.00005078817,0.0001551628,0.0002658017,0.000004251449,0.00003197505],"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":[0.0006093506,0.000356122,0.4448453,0.00006652004,0.0001805723,0.000008138438,0.0009722091,0.009936011,0.4963531,0.0004961999,0.0001185684,0.046058],"study_design_scores_gemma":[0.0003735382,0.0002851715,0.0510813,0.00006543679,0.00001355877,0.00000409226,0.00001866619,0.0007641789,0.9470449,0.0001143446,0.000152532,0.00008229685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730023,0.00001046524,0.00002310482,0.0003264844,0.0002280533,0.00009631748,0.0000113597,0.000007190162,0.02629475],"genre_scores_gemma":[0.9995533,0.00002531703,0.0001561891,0.0000242631,0.00001180466,0.000005439719,7.274576e-7,0.000007035324,0.0002159759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4506918,"threshold_uncertainty_score":0.5093572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561031138020374,"score_gpt":0.258299107732969,"score_spread":0.2426887963527652,"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."}}