{"id":"W4228998131","doi":"10.5194/egusphere-2022-53-rc1","title":"Comment on egusphere-2022-53","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":"","keywords":"Bed load; Geology; Shear stress; Shear (geology); Geotechnical engineering; Critical resolved shear stress; Dimensionless quantity; Grain size; Sediment transport; Mechanics; Shear rate; Geomorphology; Sediment; Physics; Petrology; Thermodynamics; Rheology","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":[0.001653431,0.0008924107,0.0008236353,0.001088507,0.002776208,0.003220356,0.002195411,0.01962204,0.2666608],"category_scores_gemma":[0.01109125,0.0005170691,0.001142133,0.001132445,0.001468664,0.002332391,0.002240871,0.01048151,0.2133159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027789,"about_ca_system_score_gemma":0.002250012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711911,"about_ca_topic_score_gemma":0.02948859,"domain_scores_codex":[0.9986461,0.0001154607,0.0001323306,0.0001644223,0.0006679583,0.0002737395],"domain_scores_gemma":[0.9966999,0.0009172108,0.000149932,0.0002699232,0.001482742,0.0004803662],"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":[0.00002318511,0.000008205655,0.00006067421,0.000022655,0.000001152355,0.00007735007,0.00001146391,0.000005675706,0.00005371876,0.000499567,0.9966161,0.002620336],"study_design_scores_gemma":[0.00001508256,0.0000102939,0.0004628109,0.00006694252,0.000001648933,0.00002652788,0.00004298998,0.00002394937,0.00008472671,0.0004252551,0.9988316,0.000008175562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008278821,0.001341165,0.0006976801,0.3809112,0.2981525,0.0006469819,0.006529137,0.002778359,0.3081151],"genre_scores_gemma":[0.003136536,0.0006216466,0.0003026971,0.4287482,0.03433768,0.000352254,0.001553395,0.0006932754,0.5302544],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2666608,"threshold_uncertainty_score":0.8920693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919569507340749,"score_gpt":0.2636367204210985,"score_spread":0.244441025347691,"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."}}