{"id":"W3123761003","doi":"10.1111/gwat.13075","title":"Fiber Optic Measurements of Soil Moisture in a Waste Rock Pile","year":2021,"lang":"en","type":"article","venue":"Ground Water","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université du Québec en Abitibi-Témiscamingue; Golder Associates (Canada); McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Pile; Infiltration (HVAC); Water content; Environmental science; Moisture; Geotechnical engineering; Groundwater recharge; Materials science; Groundwater; Geology; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001382373,0.0002298472,0.0001428381,0.0002600761,0.0001763574,0.0001395909,0.0001764483,0.0001757379,0.0003955028],"category_scores_gemma":[0.0002032378,0.0001017039,0.0001159106,0.000276752,0.0002141475,0.0002103483,0.0001820051,0.0001665702,0.00008850668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133645,"about_ca_system_score_gemma":0.0001328163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010778,"about_ca_topic_score_gemma":0.001695689,"domain_scores_codex":[0.9998651,0.00001483864,0.000005386076,0.00002774862,0.00006700725,0.00001995409],"domain_scores_gemma":[0.9998692,0.00002231511,0.00004692902,0.00000952432,0.0000347917,0.00001710724],"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":[0.0001157183,0.00003080256,0.004742053,0.0000198911,0.000003758013,0.00002139932,0.00004734294,0.0003764169,0.9914887,0.00001147974,0.00001487273,0.003127564],"study_design_scores_gemma":[0.00001519507,0.0008535375,0.0726705,0.000006444885,0.00001877493,0.0001270627,0.0001466649,0.006136902,0.9195614,0.0000340977,0.0004143189,0.0000150395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978693,0.00001675707,0.001813868,0.000004534073,0.000001808409,0.000008244401,0.0000524736,0.00003099328,0.0002020838],"genre_scores_gemma":[0.9970905,0.00003125914,0.002545076,0.000008105215,0.00000168467,0.00001158406,0.00005067867,0.00000546813,0.0002556612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0010778,"threshold_uncertainty_score":0.002143025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750723060423288,"score_gpt":0.211862145527329,"score_spread":0.1943549149230961,"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."}}