{"id":"W4293764869","doi":"10.5194/tc-2022-102-rc2","title":"Comment on tc-2022-102","year":2022,"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":"Queen's University; Alberta Environment and Protected Areas; Parks Canada","funders":"Antarctica New Zealand; Royal Society Te Apārangi; Royal Society","keywords":"Sensible heat; Glacier; Climatology; Meltwater; Mesoscale meteorology; Geology; Environmental science; Latent heat; Atmospheric sciences; Meteorology; Geomorphology","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":[],"consensus_categories":[],"category_scores_codex":[0.002642646,0.001009776,0.001141537,0.001042731,0.002690002,0.004376039,0.003048607,0.03156686,0.05648593],"category_scores_gemma":[0.01162971,0.0004752365,0.001706385,0.001662811,0.001379202,0.002318247,0.001385729,0.01830047,0.0449269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006349367,"about_ca_system_score_gemma":0.01090721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1004875,"about_ca_topic_score_gemma":0.1116668,"domain_scores_codex":[0.9976252,0.0001621351,0.0002204505,0.0002076623,0.00128736,0.0004971347],"domain_scores_gemma":[0.9946279,0.001168881,0.0002560065,0.0002977611,0.002864043,0.0007854425],"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":[0.00003757888,0.00001468649,0.0001366113,0.00004384058,0.000003167888,0.0001134249,0.00001638781,0.00002817821,0.0001063643,0.0007135331,0.9966835,0.002102619],"study_design_scores_gemma":[0.00003043094,0.00001748152,0.0011912,0.0001200827,0.00000696822,0.00004606958,0.00006999607,0.00009751609,0.0001488109,0.0007802947,0.997467,0.00002406719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0013753,0.002301718,0.0008352489,0.4959655,0.3158107,0.0007947701,0.01796006,0.001713209,0.1632435],"genre_scores_gemma":[0.004842526,0.0009721381,0.0006887654,0.7544234,0.04125451,0.0006581496,0.00459882,0.0003410515,0.1922206],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1004875,"threshold_uncertainty_score":0.1998053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05546536889540494,"score_gpt":0.270824573891132,"score_spread":0.215359204995727,"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."}}