{"id":"W4297918123","doi":"10.5194/tc-2022-181-rc1","title":"Comment on tc-2022-181","year":2022,"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":"","funders":"Natural Sciences and Engineering Research Council of Canada; Lilly Endowment; G. Unger Vetlesen Foundation; Natural Environment Research Council; Alberta Innovates; Texas Space Grant Consortium; University of Alberta; Weston Family Foundation; Eli Lilly and Company; National Aeronautics and Space Administration; National Science Foundation","keywords":"Firn; Meltwater; Geology; Snow; Ground-penetrating radar; Glacier; Radar; Geomorphology; Ice sheet; Ice stream; Remote sensing; Greenland ice sheet; Sea ice; Cryosphere; Climatology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002561101,0.0009583727,0.001228285,0.001179347,0.002889452,0.004234456,0.002867351,0.03071522,0.04983065],"category_scores_gemma":[0.01208215,0.0004799496,0.001535123,0.00195978,0.001529013,0.001907904,0.001484833,0.01666425,0.04305282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007105176,"about_ca_system_score_gemma":0.01083136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1158352,"about_ca_topic_score_gemma":0.1149294,"domain_scores_codex":[0.9974437,0.0001727239,0.000250205,0.0002658165,0.001336076,0.0005315297],"domain_scores_gemma":[0.9949861,0.001218705,0.0002520316,0.0003446756,0.002667161,0.0005313365],"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":[0.00005184071,0.00001604482,0.0001759857,0.00006518175,0.000004605576,0.0001758986,0.00003037475,0.00004200559,0.0001841272,0.001272365,0.9949427,0.003038863],"study_design_scores_gemma":[0.00002182693,0.00001201367,0.0009249509,0.0001082868,0.000005934778,0.00003494219,0.00006411779,0.00007623433,0.0001438198,0.000633951,0.9979559,0.0000179627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001765528,0.003125553,0.001010309,0.4612586,0.2931093,0.0007902945,0.01872195,0.001733508,0.2184849],"genre_scores_gemma":[0.00649473,0.001446097,0.000770824,0.7085329,0.03954024,0.0006601979,0.004241205,0.0003658166,0.237948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1158352,"threshold_uncertainty_score":0.230322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05674034230590549,"score_gpt":0.2724873376168249,"score_spread":0.2157469953109194,"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."}}