{"id":"W4407905437","doi":"10.3233/978-1-61499-656-9-707","title":"Evaluation of penetration tests and their correlations in gravelly soils","year":2005,"lang":"en","type":"book-chapter","venue":"IOS Press eBooks","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Penetration (warfare); Soil science; Geology; Environmental science; Geotechnical engineering; Mathematics; Operations research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001335021,0.0006754391,0.0003744399,0.00232583,0.0001703369,0.0005841792,0.00047976,0.0002946611,0.002407243],"category_scores_gemma":[0.00723336,0.0002456326,0.0002579255,0.003885853,0.0002844585,0.0009843826,0.0004737317,0.0003416281,0.0006391768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003434352,"about_ca_system_score_gemma":0.0003010196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911748,"about_ca_topic_score_gemma":0.003849153,"domain_scores_codex":[0.9985425,0.0003839518,0.00008975776,0.0001772471,0.0007444978,0.00006202823],"domain_scores_gemma":[0.9937246,0.003247636,0.0008876231,0.0002602867,0.001759219,0.0001205052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008659695,0.0004244572,0.2936921,0.001338311,0.0002047626,0.0009587786,0.0008122871,0.02915546,0.1151488,0.003708085,0.002676603,0.5510145],"study_design_scores_gemma":[0.00003992217,0.003919801,0.7636598,0.0002573577,0.0002742859,0.003390824,0.001855438,0.08437445,0.1253259,0.004320244,0.01238212,0.0001997855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581972,0.005990889,0.1019459,0.00008428019,0.00005897048,0.0004528079,0.001987614,0.000481305,0.03080103],"genre_scores_gemma":[0.9691281,0.002372347,0.02358265,0.00002159111,0.00001784359,0.0001111233,0.0008156996,0.00005954009,0.003891187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002407243,"threshold_uncertainty_score":0.008053064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434817213239832,"score_gpt":0.2487991691611048,"score_spread":0.2144509970287065,"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."}}