{"id":"W4252119758","doi":"10.5194/tc-2021-15-rc2","title":"Comment on tc-2021-15","year":2021,"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":"","keywords":"Snow; Radiometer; Environmental science; Transect; Snow cover; Meteorology; Remote sensing; Weather station; Water equivalent; Microwave radiometer; Atmospheric sciences; Geography; Geology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.002551634,0.001156286,0.001293199,0.001238483,0.002783141,0.005415751,0.003402808,0.0300303,0.107047],"category_scores_gemma":[0.01179906,0.0005830909,0.001784904,0.002076279,0.001285845,0.002499974,0.001318355,0.0133207,0.1011532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006814938,"about_ca_system_score_gemma":0.0113148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.141576,"about_ca_topic_score_gemma":0.1374319,"domain_scores_codex":[0.9971154,0.0001745417,0.0001945577,0.0002442269,0.001749968,0.0005213605],"domain_scores_gemma":[0.9926312,0.001203055,0.0002951045,0.0004168449,0.004797934,0.0006558847],"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":[0.00003661701,0.00001469144,0.00007201635,0.00004329625,0.000002149056,0.00004805198,0.00001041077,0.00002782941,0.0001213623,0.0005879129,0.9973493,0.001686245],"study_design_scores_gemma":[0.00003744733,0.00002094012,0.001336544,0.0001099804,0.000006468686,0.00002137144,0.00005268847,0.0001105348,0.0002102634,0.0006240428,0.9974459,0.00002379764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001514387,0.002090215,0.001236877,0.3424291,0.2680301,0.001328901,0.04276104,0.003419376,0.3371901],"genre_scores_gemma":[0.005276625,0.0009558829,0.0009956744,0.4864496,0.02622823,0.001000965,0.01049844,0.0008525979,0.467742],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.141576,"threshold_uncertainty_score":0.3581079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05744246296358833,"score_gpt":0.2737241240358544,"score_spread":0.2162816610722661,"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."}}