{"id":"W7071851292","doi":"","title":"Water content measurement in highly plastic clay using dielectric based probes","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Dielectric; Water content; Calibration; Expansive clay; Soil water; Permittivity; Dielectric permittivity; Bulk density","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001613589,0.0002596571,0.0001293292,0.0002675739,0.00009813449,0.0001812798,0.0002351652,0.0001951467,0.0005121813],"category_scores_gemma":[0.0003189493,0.0001278303,0.00009974981,0.0002739744,0.0002410615,0.0003453296,0.000273983,0.0002123896,0.000144464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143125,"about_ca_system_score_gemma":0.00006702369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006405077,"about_ca_topic_score_gemma":0.001063977,"domain_scores_codex":[0.9998921,0.00001859714,0.00000549112,0.00003253655,0.00003422605,0.00001707937],"domain_scores_gemma":[0.9998222,0.00005613769,0.00006014614,0.00001400672,0.0000329095,0.00001454623],"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":[0.00003090524,0.000006357757,0.0003893085,0.00001793617,0.000002041128,0.00002276027,0.0000187624,0.0001655065,0.9976641,0.00001511211,0.000005877738,0.001661325],"study_design_scores_gemma":[0.000004489221,0.0002292098,0.006374315,0.000003879358,0.000008764716,0.0001401773,0.00006573851,0.002475277,0.9902461,0.00003131883,0.0004135988,0.000007246669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853247,0.0001792436,0.01355628,0.00001510505,0.000005862164,0.00001676483,0.00009844688,0.00007724119,0.0007263201],"genre_scores_gemma":[0.9919441,0.000163231,0.007211448,0.00001155233,0.000002286615,0.000009917485,0.00007844497,0.000006970892,0.0005720565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006405077,"threshold_uncertainty_score":0.001713395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835554619249435,"score_gpt":0.2002963041577056,"score_spread":0.1719407579652112,"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."}}