{"id":"W4224862663","doi":"10.5194/esurf-2022-5-rc1","title":"Comment on esurf-2022-5","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Tsinghua University","keywords":"Hydraulic jump; Hydraulics; Wake; Turbulence; Bedform; Computational fluid dynamics; Vortex; Flow (mathematics); Mechanics; Jump; Geology; Environmental science; Engineering; Physics; Sediment transport; Aerospace engineering; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003641586,0.001415348,0.001480568,0.001084627,0.002281757,0.004025379,0.003377802,0.04844235,0.06894828],"category_scores_gemma":[0.01613037,0.0005058359,0.001895874,0.0009956704,0.00218817,0.002682223,0.001863059,0.01662827,0.0835367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339937,"about_ca_system_score_gemma":0.002918911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446134,"about_ca_topic_score_gemma":0.01338808,"domain_scores_codex":[0.9974769,0.0002514999,0.0003175554,0.0002942876,0.001165859,0.0004938275],"domain_scores_gemma":[0.9970582,0.001015511,0.0002224585,0.000214989,0.001071335,0.000417498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006461638,0.00002977924,0.0001624328,0.00006564351,0.000005660986,0.0004123354,0.00002953507,0.00003257442,0.0001453396,0.0009771689,0.9924058,0.005669044],"study_design_scores_gemma":[0.00002200796,0.00002131618,0.0005748232,0.0001056856,0.000004431424,0.00008789584,0.00005132555,0.00008030615,0.0001080806,0.0006204029,0.9983062,0.00001769502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00139786,0.00416991,0.0008954905,0.5195522,0.3460131,0.0005403977,0.002573218,0.001701172,0.1231567],"genre_scores_gemma":[0.004830845,0.001393442,0.0005845228,0.7314677,0.0795061,0.0004510312,0.0007496584,0.0002787277,0.180738],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06894828,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082630436640889,"score_gpt":0.2684668841249279,"score_spread":0.247640579758519,"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."}}