{"id":"W4212972088","doi":"10.5194/bg-2021-189-rc1","title":"Comment on bg-2021-189","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dimethyl sulfide; Mesoscale meteorology; Environmental science; Sea surface temperature; Subarctic climate; Satellite; Climatology; Atmospheric sciences; Aerosol; Flux (metallurgy); Meteorology; Oceanography; Geology; Chemistry; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000579299,0.0002923164,0.0004327469,0.00001819906,0.0001364055,0.00003781164,0.0003349284,0.0001674384,0.04275803],"category_scores_gemma":[0.0001493764,0.0002445402,0.000183338,0.0001761829,0.00007044465,0.00003407486,0.0004442206,0.0004886393,0.004379032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004334133,"about_ca_system_score_gemma":0.00002011661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008407755,"about_ca_topic_score_gemma":0.00004200882,"domain_scores_codex":[0.9978961,0.0001304878,0.0003541177,0.0005445947,0.00073781,0.000336904],"domain_scores_gemma":[0.9989625,0.0001400191,0.0001425853,0.0006072709,0.00001190061,0.0001357571],"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":[9.868432e-7,0.00005962544,0.00007384877,0.0002554682,0.00001353201,0.0000140882,0.00002570571,0.00002103872,0.000001476636,0.00003901203,0.9547641,0.04473112],"study_design_scores_gemma":[0.00008172517,0.000051906,0.00005610591,0.00228382,0.00003765149,0.000003335151,0.00002109489,0.00003184571,0.00006909767,0.00004201357,0.9970263,0.0002951625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004034525,0.004697201,0.0002015906,0.3830983,0.004783141,0.0003772223,0.00008098614,0.00009457115,0.6066266],"genre_scores_gemma":[0.0001250864,0.003455098,0.00142484,0.05167947,0.0009762177,0.00005254196,0.0005459971,0.0000473639,0.9416934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3350667,"threshold_uncertainty_score":0.9972059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0670615462984697,"score_gpt":0.3230981613379058,"score_spread":0.2560366150394361,"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."}}