{"id":"W4221109767","doi":"10.5194/esurf-2022-4-ac1","title":"Reply on RC1","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; Entrainment (biomusicology); Sediment transport; Flux (metallurgy); Statistical physics; Deposition (geology); Mechanics; Physics; Work (physics); Particle (ecology); Scale (ratio); Geology; Sediment; Classical mechanics; Geomorphology; Materials science; Thermodynamics","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":[0.005627372,0.001087133,0.001359219,0.001269117,0.003625752,0.004305516,0.004501541,0.03725543,0.02407107],"category_scores_gemma":[0.04709741,0.0006880895,0.001359756,0.001277311,0.003976619,0.005727433,0.002630281,0.03911327,0.02646902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00565601,"about_ca_system_score_gemma":0.005465974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150599,"about_ca_topic_score_gemma":0.01114216,"domain_scores_codex":[0.9957081,0.0007493285,0.0006198992,0.0008359404,0.001568025,0.000518642],"domain_scores_gemma":[0.986844,0.005275947,0.0005572694,0.0008888225,0.004978243,0.001455835],"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":[0.00001530381,0.000006537126,0.0001106109,0.00004095515,0.000006631616,0.0001959982,0.00005194481,0.00001650645,0.00005471391,0.001248286,0.995266,0.002986536],"study_design_scores_gemma":[0.00001296722,0.000008511342,0.0003633593,0.00008586376,0.00000889581,0.0002153146,0.0001056628,0.00004647489,0.0001480483,0.001466901,0.9975107,0.00002715602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002026839,0.002235496,0.0001747486,0.9172812,0.0754161,0.00003213756,0.0001502314,0.00007336296,0.004434044],"genre_scores_gemma":[0.002582643,0.001476023,0.0002102296,0.931452,0.04713518,0.0000893972,0.00007022918,0.00007174072,0.01691265],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03725543,"threshold_uncertainty_score":0.08052576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024585097993852,"score_gpt":0.2662717325844626,"score_spread":0.246025881604524,"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."}}