{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001233171,0.0001023894,0.0001417734,0.00002000895,0.00004071652,0.00001883866,0.00008195146,0.0000682948,0.0004978158],"category_scores_gemma":[0.000009238538,0.00006990314,0.00005283258,0.0001101718,0.00003412136,0.0000954219,0.0001315991,0.0001003017,0.0005049421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000892259,"about_ca_system_score_gemma":0.000006438892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166925,"about_ca_topic_score_gemma":0.002732199,"domain_scores_codex":[0.9990215,0.00004855977,0.0001781108,0.0002267053,0.0002789372,0.0002462385],"domain_scores_gemma":[0.9997035,0.000008842053,0.00002511598,0.0002084059,0.00001122299,0.00004296061],"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":[0.00009150067,0.0006002994,0.3512659,0.000117512,0.0001083442,0.0004969948,0.008051816,0.02017728,0.592841,0.000009374209,0.004867715,0.02137219],"study_design_scores_gemma":[0.001130108,0.00006067939,0.5412503,0.00009597089,0.00004229655,0.0000876112,0.0004478607,0.0005250297,0.450808,0.0006671199,0.004496551,0.000388366],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519095,0.00005513721,0.00001206089,0.0001958392,0.0001403556,0.00005737031,2.788782e-7,0.000008699712,0.04762069],"genre_scores_gemma":[0.9934406,0.000002242335,0.000484069,0.0001200957,0.00004628927,7.203348e-7,0.000008358008,0.00001143253,0.005886205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899844,"threshold_uncertainty_score":0.6490178,"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."}}