{"id":"W4319592612","doi":"10.5194/egusphere-2022-1380-rc1","title":"Comment on egusphere-2022-1380","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drag; Drainage; Geology; Cavitation; Pressure drop; Geotechnical engineering; Mechanics; Physics","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":[0.001598914,0.0008915607,0.0008330084,0.0009749802,0.003000949,0.003209063,0.002227507,0.02298657,0.2512129],"category_scores_gemma":[0.008258489,0.0004742639,0.0009583525,0.001248232,0.001465021,0.002066888,0.002106791,0.01171689,0.1739425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313634,"about_ca_system_score_gemma":0.002569124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0319819,"about_ca_topic_score_gemma":0.04360127,"domain_scores_codex":[0.9988354,0.00008532986,0.00009669102,0.0001640549,0.0005660139,0.0002524417],"domain_scores_gemma":[0.9975217,0.0007000729,0.0001137995,0.000239885,0.000995082,0.0004294497],"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":[0.00003332222,0.00001352716,0.00009621729,0.00002730712,0.000001396007,0.00008987094,0.00001407897,0.00001167113,0.00008309205,0.001012109,0.9955106,0.003106732],"study_design_scores_gemma":[0.00001719976,0.00001141162,0.0006090739,0.00004777825,0.000001541899,0.00002093012,0.00003545269,0.00003062188,0.00008107025,0.000531417,0.998606,0.000007574417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001118441,0.00127086,0.0007533671,0.4137912,0.1959696,0.0004525083,0.007252952,0.002535207,0.3768559],"genre_scores_gemma":[0.003741762,0.0004918043,0.0003272353,0.4542898,0.02132907,0.0002641797,0.001442165,0.0005903005,0.5175238],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2512129,"threshold_uncertainty_score":0.8403907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06396970000063303,"score_gpt":0.2815978493573759,"score_spread":0.2176281493567429,"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."}}