{"id":"W7010571816","doi":"","title":"Impact of water-storage parametrization on evaporation from urban areas using the new urban surface model TERRA-MLU","year":2013,"lang":"en","type":"other","venue":"Lirias (KU Leuven)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impervious surface; Parametrization (atmospheric modeling); Evaporation; Albedo (alchemy); Potential evaporation; Emissivity; Precipitation; Water balance; Surface water; Water storage; Surface runoff","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004466963,0.001129271,0.001167932,0.0007375082,0.0001519037,0.0002774048,0.0008813774,0.001050962,0.00399855],"category_scores_gemma":[0.0001819772,0.000742319,0.0005414695,0.0007882233,0.0001793928,0.0005095205,0.0001558304,0.0007030906,0.002621964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155709,"about_ca_system_score_gemma":0.0005680865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03318881,"about_ca_topic_score_gemma":0.0004752091,"domain_scores_codex":[0.9953845,0.0005805936,0.0009333917,0.001077235,0.001217719,0.0008065396],"domain_scores_gemma":[0.9956663,0.0001570619,0.001531797,0.002145908,0.0001808146,0.0003180985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002268919,0.0003059524,0.001240694,0.00003459003,0.0006106184,0.000004821366,0.002077735,0.3146091,0.02123783,0.0001618488,0.6592494,0.0002404845],"study_design_scores_gemma":[0.00348078,0.0006677732,0.001220769,0.001304383,0.001096093,0.000006292443,0.0001084316,0.9358404,0.00558898,0.001208719,0.04705327,0.002424073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868881,0.001754074,0.04370322,0.0003444266,0.002499703,0.006347987,0.005433574,0.00160518,0.06943085],"genre_scores_gemma":[0.7415123,0.00001724773,0.001921693,0.00006672461,0.001492489,0.00002195733,0.003674088,0.002591833,0.2487017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6212313,"threshold_uncertainty_score":0.9995028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237207246956681,"score_gpt":0.290791096741113,"score_spread":0.2484190242715462,"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."}}