{"id":"W4386535943","doi":"10.5194/egusphere-2023-1603-rc3","title":"Comment on egusphere-2023-1603","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":"","funders":"National Aeronautics and Space Administration","keywords":"Snowpack; Snow; Environmental science; Remote sensing; Data assimilation; Grid; Meteorology; Tree canopy; Canopy; Geology; Geography","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":[0.001629557,0.0008197778,0.0007980623,0.0009335152,0.002469971,0.003294088,0.001989127,0.01923008,0.2879943],"category_scores_gemma":[0.009479765,0.0004217974,0.001185274,0.001142063,0.001307364,0.002299318,0.001734011,0.009185011,0.2029208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646615,"about_ca_system_score_gemma":0.002409926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02831543,"about_ca_topic_score_gemma":0.03380941,"domain_scores_codex":[0.9987755,0.00009521841,0.0001067802,0.0001323546,0.000648605,0.0002413612],"domain_scores_gemma":[0.9967988,0.0007166882,0.0001532667,0.0003043709,0.00153732,0.0004895797],"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":[0.00002443926,0.00000999054,0.00006903335,0.00002341654,0.000001327953,0.00005311639,0.000007260085,0.000009898557,0.00005987423,0.0003910668,0.9969209,0.002429656],"study_design_scores_gemma":[0.0000228544,0.00001128335,0.0004655093,0.00005561964,0.000001848804,0.00001370003,0.00003258448,0.00003250263,0.00009783415,0.0003284732,0.9989287,0.0000090148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001040235,0.001257603,0.0007929438,0.3719155,0.2997078,0.0006855335,0.01196698,0.004034824,0.3085985],"genre_scores_gemma":[0.004814738,0.0008375719,0.000513759,0.432225,0.04270948,0.000425235,0.003242729,0.00107972,0.5141516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2879943,"threshold_uncertainty_score":0.9634368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0674606393214084,"score_gpt":0.2829454391866141,"score_spread":0.2154847998652057,"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."}}