{"id":"W4390782065","doi":"10.5194/egusphere-2023-2968-rc1","title":"Comment on egusphere-2023-2968","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Geography; Environmental science; Atmospheric sciences; Meteorology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001937602,0.000906726,0.0009533542,0.001557823,0.003121756,0.0045753,0.002338904,0.0145061,0.5660397],"category_scores_gemma":[0.01232312,0.0004826914,0.001335419,0.00183965,0.001304059,0.002864665,0.0024185,0.007702926,0.4090362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304865,"about_ca_system_score_gemma":0.00330624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0418715,"about_ca_topic_score_gemma":0.05053775,"domain_scores_codex":[0.9983176,0.0001160439,0.0001138115,0.0001569211,0.0009683017,0.0003274075],"domain_scores_gemma":[0.9950734,0.0007840255,0.0001900222,0.0004364153,0.002765661,0.0007504458],"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":[0.00002000792,0.000008833691,0.00003816251,0.00002876079,0.00000115537,0.00002900337,0.000005223736,0.000005959257,0.00003390931,0.0002798207,0.9965856,0.002963549],"study_design_scores_gemma":[0.00001806374,0.000008271231,0.0002541607,0.00005757597,0.000001499376,0.00000859221,0.00002404054,0.0000174255,0.0000652341,0.0002448518,0.9992938,0.000006403367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000621492,0.001039346,0.0006930352,0.2045232,0.2959205,0.0007903702,0.01690759,0.005078252,0.4744262],"genre_scores_gemma":[0.002475752,0.0006336609,0.0004071617,0.1679795,0.02955477,0.0003073605,0.003940149,0.001314679,0.7933869],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5660397,"threshold_uncertainty_score":0.6189916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09279997885457528,"score_gpt":0.3782102457498492,"score_spread":0.2854102668952739,"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."}}