{"id":"W2122188038","doi":"10.1029/2003jd003854","title":"Comparison of radiative transfer models for limb‐viewing scattered sunlight measurements","year":2004,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; York University","funders":"","keywords":"Radiance; Radiative transfer; Physics; Scattering; Zenith; Atmospheric radiative transfer codes; Computational physics; Atmosphere (unit); Polarization (electrochemistry); Atmospheric optics; Optics; Astrophysics; Remote sensing; Meteorology; Geology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172262,0.000171733,0.0006278841,0.00001522591,0.0002157769,0.00006404049,0.0004914613,0.00008234991,0.0003217195],"category_scores_gemma":[0.0002103484,0.0001241297,0.0003335343,0.0004298157,0.0002351407,0.0005547321,0.00001583246,0.0004511518,0.00003461845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003616999,"about_ca_system_score_gemma":0.000351841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066464,"about_ca_topic_score_gemma":0.0003007035,"domain_scores_codex":[0.9968131,0.000209802,0.0007245613,0.0002099434,0.001441142,0.0006015087],"domain_scores_gemma":[0.9979338,0.0006340401,0.0001915143,0.0001759402,0.0007632933,0.0003014235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00842109,0.003210765,0.2795503,0.000856897,0.00166826,0.00008254386,0.01215436,0.4901837,0.01359622,0.002425315,0.004366415,0.1834841],"study_design_scores_gemma":[0.01775745,0.03010688,0.5675787,0.001879596,0.0005119085,0.00004552444,0.0112994,0.1177728,0.08445635,0.1612672,0.005707995,0.001616224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851352,0.002132097,0.01023425,0.0005280529,0.0001493036,0.0003406968,0.00002749911,0.000007838613,0.001445087],"genre_scores_gemma":[0.9932823,0.0001600331,0.006175468,0.00004425575,0.0002558825,0.000002297191,0.000006028718,0.000009841185,0.00006393862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3724109,"threshold_uncertainty_score":0.5061863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640345496912541,"score_gpt":0.3742547797919672,"score_spread":0.2102202301007131,"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."}}