{"id":"W2588558460","doi":"10.1139/cgj-2016-0560","title":"Discussion of “New transient method for determining soil hydraulic conductivity function”","year":2017,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydraulic conductivity; Geotechnical engineering; Transient (computer programming); Function (biology); Transient flow; Geology; Environmental science; Soil water; Soil science; Computer science; Geomorphology","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":[0.003122065,0.0005555752,0.0004940637,0.000668067,0.0009198998,0.00121833,0.002355114,0.002500589,0.004452717],"category_scores_gemma":[0.00641224,0.0003327565,0.0009483579,0.0006086758,0.001578632,0.002158473,0.0008381351,0.002006211,0.001460675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114052,"about_ca_system_score_gemma":0.001393654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004754636,"about_ca_topic_score_gemma":0.006367799,"domain_scores_codex":[0.9987841,0.0004034731,0.00008307482,0.0002122814,0.000460583,0.00005653612],"domain_scores_gemma":[0.9984333,0.0006614667,0.00007441443,0.0002265777,0.0005593862,0.00004487416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001610508,0.0001218036,0.002335589,0.0006177942,0.00009592192,0.001189157,0.0007432343,0.05724891,0.06332428,0.6776775,0.03391065,0.1625741],"study_design_scores_gemma":[0.00004214299,0.0001501282,0.002371906,0.0001624891,0.0000668484,0.001620607,0.0002661026,0.6381258,0.07358608,0.1350988,0.1483341,0.0001749574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.001395904,0.0001680394,0.9932903,0.001049044,0.0007230949,0.00004200291,0.00005452693,0.0002999256,0.002977203],"genre_scores_gemma":[0.1137388,0.001044757,0.8471262,0.003213682,0.0009189465,0.0004134573,0.0002592413,0.0004781985,0.03280668],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004754636,"threshold_uncertainty_score":0.01651126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702035212734472,"score_gpt":0.262784168955523,"score_spread":0.2357638168281783,"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."}}