{"id":"W4200117455","doi":"10.5194/acp-2021-549-rc1","title":"Comment on acp-2021-549","year":2021,"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":"Ammonia; Inversion (geology); Environmental science; Nitrate; Ammonium; Ammonium nitrate; Atmospheric sciences; Air quality index; Deposition (geology); Meteorology; Chemistry; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00439858,0.001087184,0.0009850754,0.001614386,0.003585045,0.005046723,0.002861054,0.0270409,0.06228117],"category_scores_gemma":[0.02951258,0.0004881453,0.001425119,0.001875345,0.001786066,0.003327708,0.001595636,0.01424284,0.05935531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003936677,"about_ca_system_score_gemma":0.01117557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04573752,"about_ca_topic_score_gemma":0.04644442,"domain_scores_codex":[0.9947991,0.0003113979,0.0003735136,0.0004574849,0.003328532,0.0007298286],"domain_scores_gemma":[0.9837986,0.002796455,0.0005930917,0.00108013,0.01028681,0.001444849],"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":[0.00001625343,0.000009255001,0.00007572411,0.00004464468,0.000001794006,0.00009341712,0.00001010597,0.00003218084,0.00006839009,0.0009735629,0.9956852,0.00298952],"study_design_scores_gemma":[0.000008522587,0.000005789214,0.0004276561,0.00004621944,0.000002137077,0.0000310666,0.00001893435,0.00005546121,0.00009069008,0.0004456306,0.9988592,0.000008733978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001066153,0.003105813,0.001223918,0.530034,0.2940816,0.0005588174,0.005745185,0.001901911,0.1622826],"genre_scores_gemma":[0.00905836,0.002459978,0.001586381,0.54835,0.07204647,0.0007864506,0.002777175,0.0007746758,0.3621604],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06228117,"threshold_uncertainty_score":0.2083513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431412067979255,"score_gpt":0.2453440904944599,"score_spread":0.2310299698146674,"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."}}