{"id":"W4405869128","doi":"10.1007/s40515-024-00526-z","title":"The Effectiveness of Nonwoven Kenaf Geotextile in Improving Load Bearing of Soft Soil","year":2024,"lang":"en","type":"article","venue":"Transportation Infrastructure Geotechnology","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Universiti Teknologi Malaysia; Ministry of Higher Education","keywords":"Geotextile; Kenaf; Load bearing; Bearing (navigation); Geotechnical engineering; Materials science; Geology; Composite material; Computer science; Fiber","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":[0.00009895881,0.0002098535,0.0001351167,0.0004545104,0.0001988647,0.0003468118,0.0002187583,0.000199953,0.00189728],"category_scores_gemma":[0.0003476889,0.00006902112,0.0001137876,0.0003689971,0.0001614925,0.0004164403,0.0003237641,0.000156509,0.000153753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009037221,"about_ca_system_score_gemma":0.0001575926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009244534,"about_ca_topic_score_gemma":0.004187651,"domain_scores_codex":[0.9999324,0.00001403355,0.000003222708,0.000008580819,0.00002350166,0.0000182936],"domain_scores_gemma":[0.9998248,0.00004796767,0.00004027616,0.00001681598,0.00003727097,0.00003279348],"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":[0.002323059,0.0007085199,0.01467116,0.0003418775,0.00004221488,0.0001539668,0.00019361,0.01112381,0.8529333,0.0006393412,0.0002298566,0.1166393],"study_design_scores_gemma":[0.00006733801,0.005156497,0.07592248,0.00003895003,0.00016562,0.0003113803,0.0005801003,0.03633134,0.8774983,0.0002692745,0.003611586,0.0000471989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978218,0.000146812,0.001288722,0.000008942329,0.000005834878,0.000003624772,0.00001586081,0.00002017246,0.000688275],"genre_scores_gemma":[0.9987148,0.00007221887,0.000739579,0.000004966895,0.000001375841,0.000001720896,0.00001175057,0.000003895892,0.0004496672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00189728,"threshold_uncertainty_score":0.006347001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001804760916217106,"score_gpt":0.1789056173484586,"score_spread":0.1771008564322415,"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."}}