{"id":"W4322210742","doi":"10.5194/egusphere-egu23-13991","title":"Key role of iron oxyhydroxides in dust aerosol from high and low latitudes","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mineral dust; Atmosphere (unit); Environmental science; Asian Dust; Aerosol; Atmospheric sciences; Hematite; Snow; Albedo (alchemy); Latitude; Geology; Geography; Mineralogy; Meteorology; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001442349,0.0001890071,0.0003587453,0.00008309667,0.00003099774,0.00005452808,0.0002151932,0.000224296,0.000936807],"category_scores_gemma":[0.0000390893,0.0001524987,0.00003896421,0.000101461,0.00007637209,0.00009048224,0.0001105017,0.0002544611,0.000119645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002860523,"about_ca_system_score_gemma":0.0000516101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1115143,"about_ca_topic_score_gemma":0.05920501,"domain_scores_codex":[0.9989225,0.0000376059,0.0002494384,0.0003934738,0.0001830558,0.000213974],"domain_scores_gemma":[0.9993766,0.0002153471,0.0001055993,0.0002027442,0.00001709882,0.00008264201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003778082,0.00001850184,0.9278958,0.0005152273,0.00002819563,0.00002029918,0.0005775941,0.06392476,0.0001959646,0.00003649581,0.0002128736,0.006536527],"study_design_scores_gemma":[0.0002172673,0.0000598705,0.91822,0.0003585914,0.00001853192,7.083669e-7,0.0002248969,0.06864503,0.001362995,0.01058744,0.00003643318,0.0002681747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959887,0.001338661,0.00002891786,0.0001393793,0.0002069017,0.0001903384,0.000240563,0.00005353231,0.001812992],"genre_scores_gemma":[0.9979413,0.0005733905,0.000681265,0.00004496567,0.00008438201,0.000002349588,0.0003239965,0.000006395569,0.0003419859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05230931,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065202703618482,"score_gpt":0.2015360356396744,"score_spread":0.1908840086034896,"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."}}