{"id":"W2397413928","doi":"10.3208/sandf.42.3_1","title":"Influences of Diatom Microfossils on Engineering Properties of Soils","year":2002,"lang":"en","type":"article","venue":"SOILS AND FOUNDATIONS","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":135,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Diatom; Soil water; Geology; Geotechnical engineering; Compressibility; Friction angle; Internal friction; Mineralogy; Materials science; Soil science; Composite material; Engineering; Oceanography","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":[0.0002208834,0.0002704642,0.0002745292,0.0004664522,0.000592958,0.001064297,0.0002557783,0.0003494091,0.001814895],"category_scores_gemma":[0.001006506,0.0002197295,0.0001486905,0.0003713906,0.0005126272,0.0003955084,0.0004948126,0.0003198537,0.00022641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348268,"about_ca_system_score_gemma":0.0006104541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006069796,"about_ca_topic_score_gemma":0.01102156,"domain_scores_codex":[0.9997436,0.00004455601,0.00001516584,0.00004640184,0.00005065361,0.00009960044],"domain_scores_gemma":[0.9990121,0.0003313791,0.0001513953,0.00003707745,0.000192748,0.0002753929],"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":[0.002750733,0.0001873946,0.06482819,0.0001731795,0.00008661557,0.000699807,0.0002472465,0.002898315,0.910425,0.0007133865,0.0002477407,0.01674238],"study_design_scores_gemma":[0.00009966032,0.001249375,0.5153602,0.00003129384,0.0001161234,0.0005865591,0.002422157,0.00488531,0.4698608,0.001154583,0.00419272,0.00004121462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998449,0.0002433188,0.0001492943,0.00003161882,0.000003829384,0.000003400251,0.00004995823,0.000004767604,0.001064779],"genre_scores_gemma":[0.9995008,0.0001207932,0.00007242094,0.00001405375,0.000001802407,0.000001480854,0.00003987023,0.000003445586,0.0002455033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006069796,"threshold_uncertainty_score":0.01206899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017223694409657,"score_gpt":0.2625587787831046,"score_spread":0.222386541839008,"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."}}