{"id":"W4319942597","doi":"10.5194/egusphere-2022-1257-rc2","title":"Comment on egusphere-2022-1257","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":"","keywords":"Environmental science; Greenhouse gas; Arctic; Atmospheric sciences; Carbon footprint; Global warming; Climatology; The arctic; Methane; Inversion (geology); Permafrost; Climate change; Meteorology; Geography; Oceanography; Geology; Ecology","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":[0.001979474,0.000928188,0.0008910326,0.001197837,0.002859282,0.003446967,0.00216813,0.02044006,0.3096798],"category_scores_gemma":[0.01024498,0.0004763522,0.00149003,0.001360272,0.001439061,0.002883996,0.002194725,0.01071914,0.192581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003116156,"about_ca_system_score_gemma":0.003107909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0316202,"about_ca_topic_score_gemma":0.03890753,"domain_scores_codex":[0.9985671,0.0001017214,0.0001171454,0.0001420295,0.0007807348,0.0002911789],"domain_scores_gemma":[0.996626,0.0008542663,0.0001561946,0.0002454859,0.001586019,0.0005319788],"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":[0.00002795395,0.00001068888,0.00005982849,0.00003690108,0.000001401348,0.00006915021,0.000008662365,0.000008393739,0.00006103044,0.0004836444,0.9964311,0.002801146],"study_design_scores_gemma":[0.00001791497,0.000009665223,0.0003804329,0.00006609801,0.000001838798,0.00001547406,0.00003430961,0.00002222133,0.00008292533,0.0003482621,0.9990122,0.000008708116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007681177,0.001363462,0.0006503933,0.3680276,0.344574,0.0007439975,0.01105561,0.002621367,0.2701955],"genre_scores_gemma":[0.002817806,0.0008228368,0.0003996419,0.4393632,0.03948346,0.0003975116,0.002975916,0.0007577845,0.5129819],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3096798,"threshold_uncertainty_score":0.9846579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731852889334618,"score_gpt":0.2519166813604028,"score_spread":0.2345981524670566,"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."}}