{"id":"W4386011189","doi":"10.5194/egusphere-2023-1152-rc1","title":"Comment on egusphere-2023-1152","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":"Environment and Climate Change Canada; Center for Northern Studies","funders":"","keywords":"Snowpack; Snow; Terrain; Meteorology; Environmental science; Precipitation; Elevation (ballistics); Water equivalent; Remote sensing; Climatology; Geography; Geology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001621809,0.0008244814,0.0007973041,0.001016767,0.002896624,0.003717695,0.001887403,0.01643144,0.4269254],"category_scores_gemma":[0.00878443,0.0004192173,0.001199699,0.001214369,0.001166778,0.002502739,0.002105301,0.008338439,0.3005629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002759515,"about_ca_system_score_gemma":0.002556698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03585434,"about_ca_topic_score_gemma":0.04502875,"domain_scores_codex":[0.9988366,0.00007872412,0.00008220091,0.0001327571,0.0006048323,0.0002649793],"domain_scores_gemma":[0.9968292,0.0005950224,0.0001163735,0.0003015073,0.001600106,0.0005577928],"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":[0.00002296759,0.00001043919,0.0000502515,0.00002128086,0.000001075482,0.00004331991,0.000006778507,0.00000735908,0.00004843177,0.0004478762,0.9966228,0.002717397],"study_design_scores_gemma":[0.00001789414,0.000009196587,0.0003582304,0.00004369186,0.000001322171,0.00001093018,0.00002606971,0.00002486609,0.00007582207,0.0002839183,0.9991407,0.000007277187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000893089,0.0009874786,0.0007717087,0.2526673,0.2409433,0.0007724251,0.01289297,0.004299876,0.4857719],"genre_scores_gemma":[0.003116352,0.0004624784,0.000344213,0.2446304,0.02216933,0.000343183,0.002853437,0.001085143,0.7249954],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4269254,"threshold_uncertainty_score":0.8174213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06740559662688293,"score_gpt":0.2830598811669663,"score_spread":0.2156542845400834,"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."}}