{"id":"W4391991391","doi":"10.5194/egusphere-2023-2550-rc1","title":"Comment on egusphere-2023-2550","year":2024,"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":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science","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":[0.001716327,0.0008148995,0.0008254168,0.001134349,0.002518862,0.00406355,0.002165749,0.01692203,0.308445],"category_scores_gemma":[0.008757632,0.0004333883,0.001418082,0.001467241,0.001207977,0.002905519,0.002078488,0.008612041,0.1866395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364335,"about_ca_system_score_gemma":0.004508134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05646593,"about_ca_topic_score_gemma":0.07281221,"domain_scores_codex":[0.9985936,0.00008123588,0.00009182233,0.0001257692,0.0008248946,0.0002827475],"domain_scores_gemma":[0.9968228,0.0005229568,0.0001389863,0.0002407851,0.00178914,0.0004852858],"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":[0.00001985546,0.000006307641,0.00004922965,0.00003099257,0.000001154727,0.00003091455,0.000005781602,0.00000881189,0.00005081412,0.0003942126,0.9972425,0.002159412],"study_design_scores_gemma":[0.00001876515,0.000006835065,0.0004262979,0.00005082168,0.000001938725,0.000009687922,0.00002711089,0.00002304212,0.00009881935,0.0003722708,0.9989558,0.000008467759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008449174,0.001561201,0.0008556766,0.3119841,0.2904699,0.000830351,0.03187688,0.004329347,0.3572476],"genre_scores_gemma":[0.004413146,0.0009795784,0.0006562981,0.3886333,0.03378697,0.0005228322,0.008658763,0.001489609,0.5608594],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.308445,"threshold_uncertainty_score":0.9864193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386325014453823,"score_gpt":0.2487446181323724,"score_spread":0.2348813679878342,"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."}}