{"id":"W4399186389","doi":"10.1007/s11709-024-1017-y","title":"Experimental and analytical investigation on friction resistance force between buried coated pressurized steel pipes and soil","year":2024,"lang":"en","type":"article","venue":"Frontiers of Structural and Civil Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Materials science; Geotechnical engineering; Composite material; Forensic engineering; Metallurgy; Engineering","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":[0.00005064669,0.0002184199,0.0002641986,0.0001407263,0.00004999419,0.00007804044,0.00005046106,0.0001210769,0.000002079869],"category_scores_gemma":[0.00002343003,0.0001977289,0.00003195117,0.0001342405,0.00006866428,0.0001800707,0.00002439611,0.0002104301,8.793003e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003026526,"about_ca_system_score_gemma":0.000004498585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011318,"about_ca_topic_score_gemma":0.000002663156,"domain_scores_codex":[0.9992307,0.000007115447,0.0002107885,0.0002257088,0.0001349389,0.000190756],"domain_scores_gemma":[0.9997041,0.00006206817,0.0000163891,0.00008736281,0.0000129469,0.0001171878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001892682,0.00001006279,0.003000024,0.004455628,0.001309262,0.00003114788,0.00293573,0.4233829,0.5257869,0.02826122,0.0041224,0.006515429],"study_design_scores_gemma":[0.0005945857,0.0001043304,0.03242064,0.0003059482,0.0001105046,0.00001430643,0.0001121814,0.9180048,0.04507822,0.001387744,0.001359476,0.0005072788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800467,0.0106376,0.008269185,0.00005935262,0.0003670543,0.0001194069,0.00002180859,0.0003732354,0.0001056546],"genre_scores_gemma":[0.9988379,0.00006525013,0.0008743655,0.000003234925,0.00009662486,0.000009266918,0.00001326422,0.00002833336,0.00007169877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4946219,"threshold_uncertainty_score":0.8063149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00698958805149256,"score_gpt":0.1892349048302607,"score_spread":0.1822453167787681,"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."}}