{"id":"W4396731878","doi":"10.5194/essd-2024-149-cc1","title":"Comment on essd-2024-149","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Environment and Climate Change Canada","funders":"","keywords":"Mathematics","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":[0.003554052,0.0008425849,0.001096459,0.001088708,0.002865138,0.005188509,0.002943252,0.03283317,0.1912643],"category_scores_gemma":[0.01704426,0.0005298887,0.002091928,0.001412066,0.001465751,0.00338418,0.002526864,0.01440898,0.1461798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004508812,"about_ca_system_score_gemma":0.005777781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02908483,"about_ca_topic_score_gemma":0.03883003,"domain_scores_codex":[0.9973787,0.0002410152,0.0002530222,0.000300586,0.001187385,0.0006393031],"domain_scores_gemma":[0.9961267,0.001199568,0.0001525534,0.0002593265,0.001729377,0.0005325282],"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":[0.00002871938,0.000009868192,0.00008267494,0.00004690226,0.000001775456,0.00006974415,0.0000128561,0.00001297318,0.00005204942,0.001695804,0.9956633,0.00232336],"study_design_scores_gemma":[0.0000195451,0.000009843874,0.0005041131,0.00008732297,0.000003033948,0.00002243234,0.00004006093,0.00002802171,0.00006868591,0.001036609,0.9981694,0.00001082348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007430985,0.002084147,0.000634883,0.4928457,0.1884235,0.0004707843,0.01654599,0.001387001,0.2968649],"genre_scores_gemma":[0.002195494,0.0005389126,0.0002779908,0.6419977,0.01370442,0.0003806653,0.002526677,0.0002777417,0.3381004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1912643,"threshold_uncertainty_score":0.6398429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07203497014572463,"score_gpt":0.3888327104043589,"score_spread":0.3167977402586343,"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."}}