{"id":"W7017336793","doi":"","title":"Analysis of soil suction changes in expansive Regina clay","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suction; Expansive clay; Expansive; Clay soil; Soil water; Water content; Soil test","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":[0.00009089735,0.0001439393,0.0001484432,0.0003494913,0.0001143936,0.0001717051,0.000150596,0.0001253535,0.0004173856],"category_scores_gemma":[0.000195392,0.00008716164,0.0001589166,0.0002139059,0.0001372478,0.0001081887,0.0001244067,0.0000915344,0.00007618387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483713,"about_ca_system_score_gemma":0.00008979109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800846,"about_ca_topic_score_gemma":0.004697525,"domain_scores_codex":[0.9999518,0.000004259827,0.00000288757,0.00001502651,0.00001295475,0.00001300967],"domain_scores_gemma":[0.9998587,0.00003403924,0.00004011779,0.00001393063,0.00003105207,0.00002200411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001174927,0.0001566936,0.2963558,0.0001182465,0.00007559709,0.0007559266,0.0004243392,0.01537388,0.6595194,0.00009457887,0.00009192828,0.02585866],"study_design_scores_gemma":[0.000008522887,0.0004248884,0.9439976,0.000003642071,0.00002356716,0.0001691927,0.0001634527,0.01507553,0.03988876,0.00002824534,0.0002029772,0.00001363939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997442,0.000005942522,0.0001153884,5.166166e-7,1.902506e-7,0.00000131029,0.00003901249,0.000006303344,0.00008701596],"genre_scores_gemma":[0.9997764,0.00000601402,0.00008771716,6.115042e-7,2.067088e-7,0.000001019135,0.00006236691,0.000001399903,0.00006429384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971992,"threshold_uncertainty_score":0.005569041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009776217663376137,"score_gpt":0.2180493804871431,"score_spread":0.208273162823767,"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."}}