{"id":"W4414224063","doi":"10.5194/egusphere-2025-2991-ac2","title":"Reply on CC1","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Signaling Pathways in Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceilometer; Smoke; HYSPLIT; Plume; Air quality index; Satellite; Particulates; Aerosol","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001590774,0.0008228567,0.0009031013,0.001036316,0.002370001,0.003456768,0.002335037,0.01637388,0.3857718],"category_scores_gemma":[0.02044831,0.0004391276,0.001097868,0.0006412465,0.001382273,0.002749782,0.002534269,0.01298613,0.242808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002385064,"about_ca_system_score_gemma":0.002213108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005363523,"about_ca_topic_score_gemma":0.006851087,"domain_scores_codex":[0.9984815,0.000258049,0.0001555872,0.0002533776,0.0005527371,0.0002988289],"domain_scores_gemma":[0.9949852,0.001333635,0.0001860366,0.0002744311,0.00220526,0.00101554],"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":[0.00001182444,0.000004024238,0.00003398294,0.00001271789,8.463755e-7,0.00004790247,0.000006248813,0.000004165744,0.00001574548,0.0001978594,0.9968626,0.002801996],"study_design_scores_gemma":[0.00001343262,0.000009711706,0.0001945851,0.00005546542,0.000001823283,0.00007014543,0.00005253279,0.00003012777,0.00005228987,0.0004012537,0.9991103,0.000008277397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004146693,0.00194594,0.0004485006,0.5948378,0.2874383,0.0003329472,0.001858081,0.001210371,0.1115133],"genre_scores_gemma":[0.004079064,0.001285665,0.0003350536,0.5165282,0.08055817,0.0003018999,0.0007717352,0.0004630226,0.3956771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3857718,"threshold_uncertainty_score":0.8761221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244021222449885,"score_gpt":0.3187352119537362,"score_spread":0.2962949997292373,"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."}}