{"id":"W4390046961","doi":"10.5194/egusphere-2023-2216-ac1","title":"Reply on RC1","year":2023,"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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Scattering; Particle (ecology); Incandescence; Soot; Carbon black; Light scattering; Aerosol; Mixing (physics); Optics; Chemistry; Materials science; Analytical Chemistry (journal); Computational physics; Combustion; Meteorology; Physics; Chromatography; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003274196,0.001091202,0.001201538,0.001143537,0.003797893,0.00468359,0.003905597,0.03191112,0.1360356],"category_scores_gemma":[0.02849893,0.0007165617,0.001577156,0.000879786,0.002348631,0.004249564,0.002732492,0.02876529,0.1100507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004345137,"about_ca_system_score_gemma":0.004166195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734413,"about_ca_topic_score_gemma":0.00872319,"domain_scores_codex":[0.9969487,0.0005873552,0.0002945391,0.000576509,0.001071619,0.0005213974],"domain_scores_gemma":[0.9923623,0.002558064,0.0002841602,0.000509497,0.003096501,0.00118952],"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":[0.000009270559,0.00000336539,0.00002336505,0.00001342514,0.000001497493,0.00005368191,0.000009480374,0.000003566509,0.00001946371,0.0003094839,0.9978358,0.001717599],"study_design_scores_gemma":[0.00001488998,0.000009119421,0.0001739617,0.00006557241,0.000003612038,0.00008225791,0.00006223049,0.0000230095,0.00007353041,0.000599377,0.9988813,0.00001109601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001856371,0.001757124,0.0001852613,0.7950714,0.1765591,0.0000873324,0.0004654143,0.0003298233,0.02535894],"genre_scores_gemma":[0.001864348,0.0009080798,0.0001615882,0.8531871,0.05322875,0.0001379442,0.000197689,0.0001821624,0.09013228],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8639644,"threshold_uncertainty_score":0.4550845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459045660895278,"score_gpt":0.4001554405300494,"score_spread":0.2542508744405216,"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."}}