{"id":"W2001197743","doi":"10.4141/s98-089","title":"The effect of soil electrical conductivity on moisture determination using time-domain reflectometry in sandy soil","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Reflectometry; Water content; Soil science; Time domain; Pedotransfer function; Soil salinity; Environmental science; Loam; Electrical resistivity and conductivity; Calibration; Conductivity; Soil water; Materials science; Hydraulic conductivity; Geology; Geotechnical engineering; Chemistry; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006523762,0.0003383942,0.000242552,0.0001548974,0.0001229594,0.0002223231,0.0002133264,0.0002917383,0.0003371458],"category_scores_gemma":[0.001250768,0.0001505924,0.0002156803,0.000167881,0.0002345552,0.0003091864,0.0001940266,0.0002464997,0.0001078052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531468,"about_ca_system_score_gemma":0.0001194582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006636702,"about_ca_topic_score_gemma":0.0009066305,"domain_scores_codex":[0.9996227,0.0001179217,0.0000278829,0.0001075969,0.00008818685,0.00003563244],"domain_scores_gemma":[0.999074,0.0004996231,0.0001854424,0.00007811232,0.0001251031,0.00003777546],"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":[0.0001509315,0.00003022395,0.001704676,0.00003640476,0.000008515241,0.00002949674,0.0000288727,0.0003406417,0.9950606,0.000007421235,0.000007252517,0.002594951],"study_design_scores_gemma":[0.00001014318,0.001436042,0.01432499,0.000005139883,0.00002591954,0.00008067858,0.00005651449,0.003691076,0.9801776,0.00002159939,0.0001589467,0.00001128592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951282,0.0001189453,0.004534835,0.00001117547,0.00000559336,0.00001280914,0.00004063798,0.00001725797,0.0001306646],"genre_scores_gemma":[0.9956607,0.0001440975,0.003929329,0.00001917637,0.000003252069,0.00001496705,0.00003996585,0.000006397988,0.0001821053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006636702,"threshold_uncertainty_score":0.003450096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007794481253844565,"score_gpt":0.2433660988575643,"score_spread":0.2355716176037197,"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."}}