{"id":"W2133151640","doi":"10.1139/t02-002","title":"Influence of the nature of organic compounds on fine soil stabilization with cement","year":2002,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":318,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cement; Organic matter; Soil water; Geotechnical engineering; Compressive strength; Soil organic matter; Chemistry; Materials science; Environmental science; Geology; Soil science; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002307387,0.0003155852,0.0002302197,0.0002325043,0.0002065867,0.0002994527,0.0001183065,0.0002045471,0.00114282],"category_scores_gemma":[0.000617831,0.000125337,0.0001797832,0.0001963668,0.0003110526,0.0001669029,0.0001694259,0.0002292152,0.0001182562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872446,"about_ca_system_score_gemma":0.000386793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274328,"about_ca_topic_score_gemma":0.005793181,"domain_scores_codex":[0.9997701,0.00006041146,0.00001724563,0.00003648428,0.00005837292,0.00005734328],"domain_scores_gemma":[0.999461,0.0002113491,0.0001387744,0.00002600584,0.00007146899,0.00009131003],"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":[0.0004218717,0.00003719197,0.001008332,0.00006160123,0.00001599805,0.00004244698,0.00002697865,0.0002513852,0.996726,0.00002151439,0.00001133498,0.001375186],"study_design_scores_gemma":[0.000007565712,0.000820135,0.004442492,0.00000342844,0.00002289197,0.00002546383,0.00003133826,0.0001561697,0.9941591,0.00001175976,0.0003158843,0.000003749659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990779,0.0003083925,0.0002289513,0.00001274091,0.00000473416,0.00001163009,0.00005883074,0.000008218074,0.0002885253],"genre_scores_gemma":[0.9988997,0.0002423134,0.0004235623,0.00001177873,0.000004366831,0.000004930461,0.00005768646,0.000006355798,0.0003492059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00274328,"threshold_uncertainty_score":0.005454659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008429949118660827,"score_gpt":0.1997215835423013,"score_spread":0.1912916344236404,"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."}}