{"id":"W2079957556","doi":"10.1007/s007030200001","title":"On the vertical profile of surface radiative fluxes in southwest Germany","year":2002,"lang":"en","type":"article","venue":"Meteorology and Atmospheric Physics","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Killam Trusts","keywords":"Shortwave radiation; Albedo (alchemy); Shortwave; Environmental science; Atmospheric sciences; Radiative transfer; Climatology; Elevation (ballistics); Earth's energy budget; Longwave; Radiation; Geology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001107768,0.0001487698,0.0001995625,3.601986e-7,0.00008126259,0.000004358532,0.0001467482,0.00007629076,0.0013484],"category_scores_gemma":[0.00001901198,0.0001046097,0.00004120347,0.0001798085,0.000710031,0.00007703683,0.0001133906,0.0001860369,0.0001469171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004864956,"about_ca_system_score_gemma":0.000001966951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219184,"about_ca_topic_score_gemma":0.00001054011,"domain_scores_codex":[0.999101,0.0001057789,0.0001674933,0.0002403639,0.0001369048,0.0002484241],"domain_scores_gemma":[0.9995006,0.0002103901,0.00004988627,0.0001893726,0.000001538041,0.00004825745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001482717,0.001160665,0.5967258,0.00001655722,0.00008366557,0.00002888073,0.004526,0.3551484,0.006123019,0.0113509,0.0009411103,0.02374668],"study_design_scores_gemma":[0.0008379026,0.000553595,0.4784132,0.00001096106,0.00004027661,0.000006820123,0.0004418994,0.50844,0.0007184088,0.009746573,0.0004389092,0.0003514885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994287,0.00008261658,0.001595045,0.0002399492,0.00004007308,0.0001519393,0.000001902454,0.00001140536,0.003590129],"genre_scores_gemma":[0.9958255,0.00006623597,0.003277133,0.0004483236,0.00001192651,0.00001096082,8.345067e-7,0.00001200733,0.0003470828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532915,"threshold_uncertainty_score":0.9995645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00822515424262149,"score_gpt":0.1895394629346013,"score_spread":0.1813143086919798,"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."}}