{"id":"W7155073264","doi":"10.5281/zenodo.19686365","title":"Atmospheric dynamics of warming Mars with engineered aerosol","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Aerosol; Mars Exploration Program; Atmospheric dynamics; Atmospheric composition; Atmospheric models; Atmosphere of Mars","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003386845,0.0005354561,0.0003062364,0.0003602157,0.0005361883,0.0006139559,0.0004353395,0.001263497,0.00236382],"category_scores_gemma":[0.000601103,0.0002993893,0.0006886307,0.000301382,0.0003397674,0.0006849925,0.0005734947,0.0007973721,0.0002257282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029941,"about_ca_system_score_gemma":0.0004012857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446675,"about_ca_topic_score_gemma":0.008261153,"domain_scores_codex":[0.9998965,0.00001531632,0.000005971214,0.00003533304,0.00001615631,0.0000306175],"domain_scores_gemma":[0.9997199,0.00007264458,0.00004641057,0.0000324079,0.00005484468,0.00007386559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003812228,0.001116148,0.4979082,0.0003128375,0.0009252015,0.001642784,0.0004734866,0.2689772,0.181483,0.0130541,0.01229009,0.0180048],"study_design_scores_gemma":[0.0003930138,0.0005222894,0.6631553,0.00002358969,0.0002201996,0.0001474083,0.0002313696,0.3185814,0.009251216,0.002405617,0.00499237,0.00007626248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946232,0.0002546604,0.000503818,0.0008453553,0.0001057233,0.00001173245,0.0009641251,0.0001436518,0.00254771],"genre_scores_gemma":[0.9992055,0.0000479365,0.0001810449,0.00003792744,0.00002950779,0.000005043125,0.0002815117,0.00001348041,0.0001981206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01446675,"threshold_uncertainty_score":0.02876514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208312253986957,"score_gpt":0.2030677736729166,"score_spread":0.190984651133047,"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."}}