{"id":"W4387132188","doi":"10.5194/egusphere-2023-1240-rc2","title":"Comment on egusphere-2023-1240","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Earth Sciences Division; National Aeronautics and Space Administration","keywords":"Snow; Satellite; Environmental science; Latitude; Atmospheric sciences; Meteorology; Snow cover; Terrain; Remote sensing; Climatology; Geography; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00151339,0.0007796041,0.0007714236,0.001238059,0.002373959,0.00354005,0.001726175,0.01241576,0.4581117],"category_scores_gemma":[0.009321433,0.000412464,0.001055864,0.001340884,0.00100688,0.002453309,0.002162992,0.006121104,0.3315226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305623,"about_ca_system_score_gemma":0.001972941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02484067,"about_ca_topic_score_gemma":0.02937093,"domain_scores_codex":[0.9988342,0.00008249348,0.00008898839,0.0001178372,0.0006489172,0.0002276354],"domain_scores_gemma":[0.9963738,0.000676883,0.0001481348,0.0003422961,0.001831,0.000627847],"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":[0.00001994067,0.000008177732,0.0000493455,0.00002362695,9.995748e-7,0.0000382,0.000006950033,0.000004880865,0.00004419368,0.0002293524,0.997248,0.002326393],"study_design_scores_gemma":[0.00002056036,0.00001005222,0.000445007,0.00005454989,0.000001599096,0.00001366969,0.00003395968,0.00001845834,0.00009579732,0.0002244143,0.9990745,0.000007606186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001082171,0.001061884,0.0009299542,0.2102145,0.2980142,0.0009419146,0.01962921,0.005746861,0.4623793],"genre_scores_gemma":[0.003788566,0.0006344437,0.0004393439,0.2131884,0.03118669,0.0003983343,0.005592185,0.001766557,0.7430055],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4581117,"threshold_uncertainty_score":0.7729379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875618385127864,"score_gpt":0.2537895735985174,"score_spread":0.2350333897472388,"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."}}