{"id":"W4205830685","doi":"10.5194/acp-2021-975-rc1","title":"Comment on acp-2021-975","year":2022,"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":"Université de Montréal; University of Toronto; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Arctic; Atmospheric sciences; Northern Hemisphere; Climatology; Climate model; Global warming; Range (aeronautics); Atmosphere (unit); Particulates; Greenhouse gas; Troposphere; Climate change; Atmospheric model; Meteorology; Geography; Oceanography; 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":[],"consensus_categories":[],"category_scores_codex":[0.002190429,0.0009638792,0.0008235462,0.001045654,0.002727371,0.004498612,0.002173569,0.02171343,0.2247036],"category_scores_gemma":[0.01198232,0.0004407456,0.001457495,0.00161848,0.00129737,0.002818574,0.001532986,0.01164327,0.1645662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203703,"about_ca_system_score_gemma":0.00556284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04673179,"about_ca_topic_score_gemma":0.04125596,"domain_scores_codex":[0.9982005,0.000149153,0.000134375,0.0001841502,0.0009412135,0.0003905836],"domain_scores_gemma":[0.9956294,0.0009857914,0.0001815439,0.0003168318,0.002361924,0.0005244284],"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":[0.00001908156,0.000008929525,0.00005307151,0.00003047637,0.000001160443,0.00005017857,0.00000625845,0.00001626529,0.00004653443,0.0005311879,0.996931,0.002305771],"study_design_scores_gemma":[0.00001385595,0.000009687926,0.0004373792,0.00005731004,0.000002110796,0.00001592716,0.00003212197,0.00003793254,0.00007785644,0.0003740703,0.9989323,0.000009351771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0009694764,0.001599767,0.0008468946,0.3385068,0.2756381,0.0008375258,0.01540058,0.002516632,0.3636843],"genre_scores_gemma":[0.005204511,0.00113354,0.0007523728,0.4082932,0.03854201,0.0007581356,0.004430167,0.0007962397,0.5400898],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2247036,"threshold_uncertainty_score":0.7517085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013946504674249,"score_gpt":0.2427300276075078,"score_spread":0.2287835229332588,"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."}}