{"id":"W4380882343","doi":"10.5194/egusphere-2023-420-ac2","title":"Reply on CC1","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":"Simon Fraser University","funders":"","keywords":"Snowpack; Snow; National weather service; Scale (ratio); Meteorology; Environmental science; Warning system; Computer science; Geography; Cartography; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001918711,0.0007684145,0.0008418402,0.001048876,0.002964635,0.003253444,0.002271249,0.02051594,0.2348128],"category_scores_gemma":[0.02449543,0.000449523,0.001054501,0.0007658858,0.001551565,0.00268109,0.002243281,0.01505828,0.1358011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00333278,"about_ca_system_score_gemma":0.003195399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125148,"about_ca_topic_score_gemma":0.0151037,"domain_scores_codex":[0.9981736,0.0003002254,0.0002037383,0.000271997,0.000679103,0.0003713612],"domain_scores_gemma":[0.9934237,0.001832923,0.0002163214,0.0003041517,0.003204869,0.001018023],"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":[0.00001083406,0.000003369359,0.0000481628,0.00001126801,8.7751e-7,0.00005426535,0.000009983157,0.000004087241,0.0000183776,0.0002152701,0.9977253,0.0018982],"study_design_scores_gemma":[0.00001215653,0.000009248378,0.000273227,0.00005654026,0.000002240264,0.00007847414,0.00008374035,0.00003453371,0.00006222598,0.0004405765,0.9989365,0.00001075141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004817985,0.001442605,0.0003532098,0.7615967,0.1696995,0.000224918,0.001399018,0.0008239509,0.06397843],"genre_scores_gemma":[0.004213471,0.0008570126,0.0002623208,0.7424609,0.04219135,0.0002217923,0.0005337824,0.00033744,0.2089218],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2348128,"threshold_uncertainty_score":0.7855271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07468195295318211,"score_gpt":0.2848155422221718,"score_spread":0.2101335892689896,"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."}}