{"id":"W4401670378","doi":"10.5194/egusphere-2024-1795-rc1","title":"Comment on egusphere-2024-1795","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Snowpack; Snow; Albedo (alchemy); Environmental science; Deposition (geology); Atmospheric sciences; Climatology; Radiative transfer; Meteorology; 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":[0.001651742,0.0009657558,0.0009229867,0.001112454,0.002517877,0.003781063,0.002016433,0.01652758,0.3811222],"category_scores_gemma":[0.008662872,0.0004271216,0.001300458,0.001341891,0.001159282,0.002286356,0.001983805,0.00821099,0.2921809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002691906,"about_ca_system_score_gemma":0.002459079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02411709,"about_ca_topic_score_gemma":0.02882589,"domain_scores_codex":[0.998692,0.00008936084,0.0001006602,0.0001418053,0.0007120777,0.0002641299],"domain_scores_gemma":[0.9971624,0.000538454,0.0001274857,0.0002950037,0.001433383,0.0004433804],"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":[0.00003681791,0.00001671754,0.00006565786,0.00003475224,0.000001706534,0.00005565724,0.000007346298,0.00001335464,0.00008128249,0.0005416218,0.9953074,0.003837741],"study_design_scores_gemma":[0.00002395791,0.00001188845,0.0003902788,0.00005693517,0.000001598438,0.00001175534,0.00002215907,0.00002722985,0.00009571808,0.000302946,0.9990482,0.000007348005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001030594,0.001399936,0.0009138575,0.2256657,0.3018573,0.0008814479,0.01497479,0.004815944,0.4484605],"genre_scores_gemma":[0.003904307,0.0008638247,0.0005930467,0.2681495,0.03792213,0.0004793144,0.004255811,0.001405668,0.6824264],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3811222,"threshold_uncertainty_score":0.8827541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655064101612875,"score_gpt":0.2618175248191681,"score_spread":0.2352668838030394,"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."}}