{"id":"W4408991174","doi":"10.5194/egusphere-2025-67","title":"The Aerosol Limb Imager: Multi-spectral Polarimetric Observations of Stratospheric Aerosol","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Aerosol; Polarimetry; Remote sensing; Environmental science; Geology; Meteorology; Physics; Optics","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":[0.0003672526,0.0003171926,0.0002457117,0.0008683889,0.0002206627,0.0003678256,0.0004706994,0.0003769798,0.00140745],"category_scores_gemma":[0.0002698939,0.0001866862,0.0002624199,0.0006981991,0.0001044145,0.0004156118,0.0003810401,0.0004085955,0.0006860008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637761,"about_ca_system_score_gemma":0.000261344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915943,"about_ca_topic_score_gemma":0.01082917,"domain_scores_codex":[0.9998109,0.00002459417,0.000005917356,0.00004363598,0.00009103093,0.0000239204],"domain_scores_gemma":[0.9998621,0.00001764466,0.00002823841,0.00003328926,0.00003420007,0.00002448132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001403582,0.0006797541,0.1419543,0.0003303753,0.0005425861,0.0006188901,0.0002157106,0.02314676,0.5085189,0.001716643,0.03656907,0.2843032],"study_design_scores_gemma":[0.0007611469,0.0005657974,0.5948484,0.00007460613,0.0001993662,0.0007801068,0.0001135057,0.2012819,0.1575128,0.001370117,0.04233508,0.0001571284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7939407,0.001679138,0.099702,0.000449421,0.0001682464,0.0005588864,0.06244043,0.01870145,0.02235976],"genre_scores_gemma":[0.7930205,0.0003334734,0.1665601,0.0002732766,0.0001179895,0.0002128942,0.03548854,0.0005584919,0.003434789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003915943,"threshold_uncertainty_score":0.007786274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025872936039974,"score_gpt":0.2650729645764736,"score_spread":0.2248142352160738,"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."}}