{"id":"W4213075738","doi":"10.5194/gmd-2021-172-rc2","title":"Comment on gmd-2021-172","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":"","funders":"","keywords":"Aerosol; Absorption (acoustics); Mach number; Optical depth; Environmental science; Scattering; Meteorology; Mie scattering; Atmospheric sciences; Physics; Optics; Light scattering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570235,0.0009465736,0.0008008769,0.001145913,0.001674614,0.004121519,0.001999353,0.01259367,0.2427014],"category_scores_gemma":[0.007249299,0.0004354958,0.001192173,0.001354451,0.0009234045,0.002207407,0.001482955,0.007505713,0.176428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003644312,"about_ca_system_score_gemma":0.003960919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05465053,"about_ca_topic_score_gemma":0.05556757,"domain_scores_codex":[0.998897,0.00007074658,0.00005924411,0.0001214445,0.0006439526,0.0002075002],"domain_scores_gemma":[0.9975893,0.0004151259,0.0001004763,0.0002514381,0.001325967,0.0003176151],"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":[0.00002646496,0.000008798384,0.00004160324,0.00003428991,0.00000126373,0.00002797748,0.000005232919,0.00002868307,0.0000677198,0.0006879963,0.995981,0.003089026],"study_design_scores_gemma":[0.00001723787,0.000006612921,0.0004782809,0.00003629263,0.000001621135,0.00000834525,0.00001161894,0.0000465005,0.00008652578,0.0004869348,0.9988126,0.000007457904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000985518,0.001639609,0.001332055,0.1943601,0.2264193,0.0007346209,0.04521441,0.005743223,0.5235712],"genre_scores_gemma":[0.00512512,0.000774921,0.001257388,0.2648391,0.02243382,0.0005131725,0.01037506,0.001483676,0.6931977],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2427014,"threshold_uncertainty_score":0.811917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391860446948661,"score_gpt":0.2435818884764698,"score_spread":0.2296632840069832,"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."}}