{"id":"W3157799528","doi":"10.1364/ao.419249","title":"Adaptation of the polarimetric multi-spectral Aerosol Limb Imager for high altitude aircraft and satellite observations","year":2021,"lang":"en","type":"article","venue":"Applied Optics","topic":"Optical and Acousto-Optic Technologies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Honeywell (Canada); University of Saskatchewan","funders":"Canadian Space Agency","keywords":"Remote sensing; Radiance; Stratosphere; Polarimetry; Radiometer; Satellite; Aerosol; Environmental science; Troposphere; Breadboard; Sun-synchronous orbit; Optics; Geology; Meteorology; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004800872,0.0001109092,0.0001544821,0.00002904613,0.0001191349,0.00003790023,0.0001217849,0.00005675931,0.0000100335],"category_scores_gemma":[0.00002895176,0.00008593422,0.00006346538,0.0002815065,0.0001100583,0.00005118627,0.00009765917,0.0001257971,0.00000266772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009670731,"about_ca_system_score_gemma":0.00004501392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004012594,"about_ca_topic_score_gemma":0.000006570124,"domain_scores_codex":[0.9993387,0.000006177975,0.0002008522,0.0001801171,0.00009497776,0.0001791799],"domain_scores_gemma":[0.999412,0.0001437405,0.00008276078,0.0002286482,0.0001041378,0.00002873616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001345987,0.0003482888,0.009124754,0.00004228327,0.0001047528,4.273491e-7,0.000134409,0.0007227702,0.1376648,0.8325636,0.00003127131,0.01924923],"study_design_scores_gemma":[0.003260032,0.0001746757,0.184776,0.00004631473,0.000445995,0.000001852724,0.004047435,0.01244187,0.7369595,0.05562206,0.001489142,0.0007351408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8476872,0.0002284643,0.149932,0.0008671398,0.0001112006,0.0004483041,0.0001120601,0.00005595658,0.0005576768],"genre_scores_gemma":[0.7711812,0.00001842788,0.2284411,0.00003846725,0.00004447243,0.00002885499,0.00002991491,0.00001045722,0.0002071184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7769415,"threshold_uncertainty_score":0.3504296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535805323127981,"score_gpt":0.2337646682960212,"score_spread":0.2084066150647414,"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."}}