{"id":"W7155090026","doi":"10.5281/zenodo.19686248","title":"Towards a precursor mission to demonstrate the building blocks of Mars aerosol warming","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":true,"ca_institutions":"ASTER","funders":"","keywords":"Mars Exploration Program; Aerosol; Atmosphere of Mars; Exploration of Mars; Global warming","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":[0.002345221,0.0006410094,0.0003327013,0.0002786572,0.001714194,0.001962861,0.0005963913,0.002104358,0.01231672],"category_scores_gemma":[0.001093665,0.0002323567,0.0005697476,0.0001717672,0.0006480946,0.001774961,0.004072934,0.003302101,0.002501978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002777,"about_ca_system_score_gemma":0.002604627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004492529,"about_ca_topic_score_gemma":0.007710361,"domain_scores_codex":[0.9995568,0.00006184999,0.000005629913,0.00004769552,0.0001800019,0.0001479996],"domain_scores_gemma":[0.9993984,0.00006273595,0.00002680011,0.0000556225,0.0001547818,0.0003017326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005462433,0.00203832,0.02424498,0.001136657,0.000290584,0.002905358,0.003849754,0.01012994,0.4025069,0.06107686,0.326486,0.1598722],"study_design_scores_gemma":[0.001839519,0.008963734,0.04823818,0.0003332072,0.0001778022,0.0008579442,0.002388982,0.01679139,0.09798678,0.03029894,0.7919727,0.0001507743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5022855,0.002822929,0.02551478,0.03711261,0.004989302,0.00333667,0.008457407,0.004005195,0.4114755],"genre_scores_gemma":[0.8713003,0.0009356369,0.05520168,0.004854022,0.0007220604,0.001393184,0.005541802,0.0008463316,0.05920502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231672,"threshold_uncertainty_score":0.0412035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920576521430973,"score_gpt":0.2598030851408463,"score_spread":0.2305973199265365,"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."}}