{"id":"W3000676916","doi":"10.1139/cgj-2019-0301","title":"Experimental study of hydromechanical behaviour of a compacted lateritic sandy lean clay","year":2020,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Suction; Cohesion (chemistry); Shearing (physics); Soil water; Materials science; Scanning electron microscope; Geology; Composite material; Soil science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008717786,0.0001474008,0.000338591,0.0001323531,0.00005023791,0.00002067246,0.0002693391,0.0001488951,0.0002400162],"category_scores_gemma":[0.00003003744,0.0001418394,0.00009311589,0.0002620607,0.0000416213,0.00006637173,0.00002035589,0.0006039871,0.000006534176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118653,"about_ca_system_score_gemma":0.00009974666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274533,"about_ca_topic_score_gemma":0.0005872865,"domain_scores_codex":[0.9988759,0.00003103197,0.0004586301,0.000120367,0.0002078728,0.0003062388],"domain_scores_gemma":[0.998921,0.00001815588,0.00005255118,0.0001364136,0.00005053657,0.0008213287],"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":[0.0003439728,0.001988572,0.008827158,0.0001616958,0.0008774752,0.0033916,0.007254685,0.1010809,0.8599423,0.0002427089,0.01065966,0.0052293],"study_design_scores_gemma":[0.01897846,0.01890669,0.07800495,0.0007661685,0.0008062358,0.0031186,0.01484471,0.4205082,0.4378621,0.0003264923,0.002590229,0.003287125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990321,0.0001734392,0.0001751486,0.000130484,0.0001499846,0.000138154,0.00002538023,0.00006439393,0.0001109326],"genre_scores_gemma":[0.9997205,0.000005041758,0.00006008441,0.00009203238,0.00008489968,0.000002766661,0.000003920704,0.00002832719,0.000002388706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4220801,"threshold_uncertainty_score":0.5784043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899147239049002,"score_gpt":0.2254744043519109,"score_spread":0.2064829319614208,"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."}}