{"id":"W2612259497","doi":"","title":"SASKTRANIF- a New Engine for the Radiative Transfer Modeling of Solar Occultation Measurements.","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Occultation; Radiative transfer; Environmental science; Astrobiology; Meteorology; Atmospheric sciences; Physics; Astronomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008312621,0.0001230056,0.0001617245,0.000009572044,0.0001531952,0.00003034594,0.000153323,0.00005550513,0.0000195387],"category_scores_gemma":[0.0002271212,0.00008554592,0.000084698,0.00008852965,0.00002208606,0.0001375665,0.000001974541,0.00009276365,0.00002103496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003214402,"about_ca_system_score_gemma":0.00004784499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603352,"about_ca_topic_score_gemma":0.01054435,"domain_scores_codex":[0.9989756,0.0000390196,0.000314889,0.0001737387,0.0002466641,0.0002500759],"domain_scores_gemma":[0.9991922,0.0004639369,0.00007628031,0.0001125116,0.00007478477,0.00008025844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004768387,0.000009852133,0.01425785,0.00002922468,0.00003986745,2.284462e-7,0.001581041,0.9475186,0.0001444218,0.000005145385,0.00004286485,0.03632322],"study_design_scores_gemma":[0.0007380684,0.0001555736,0.05449937,0.00006850755,0.0001031975,0.000001465492,0.0005084015,0.9416277,0.0007901517,0.0002609084,0.001069745,0.0001769122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381817,0.0005249525,0.05504247,0.000298575,0.0001826085,0.0003242831,0.00001769207,0.000039545,0.005388198],"genre_scores_gemma":[0.9945592,0.00004273184,0.005038999,0.0001439398,0.000139525,0.000001910902,0.00003082171,0.000005842576,0.00003698961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05637757,"threshold_uncertainty_score":0.9905188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668286067253414,"score_gpt":0.2306819068323671,"score_spread":0.193999046159833,"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."}}