{"id":"W7066192553","doi":"","title":"Evaluation of Planetary Boundary Layer Schemes Within the Weather Research and Forecasting – ELEC Model during Project LEE","year":2024,"lang":"en","type":"other","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrification; Storm; Planetary boundary layer; Weather forecasting; Boundary layer; Weather prediction","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":[],"consensus_categories":[],"category_scores_codex":[0.0005695319,0.0002397489,0.0003782635,0.0002657174,0.0001730171,0.000125091,0.0002705565,0.00008808562,0.00003949165],"category_scores_gemma":[0.00000569167,0.0002059373,0.0001019673,0.0001913631,0.0002233589,0.0001369107,0.0001473837,0.0003091653,0.00001305068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163173,"about_ca_system_score_gemma":0.001088619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572125,"about_ca_topic_score_gemma":0.00006336696,"domain_scores_codex":[0.9979687,0.000112951,0.0003167299,0.0004233012,0.0008785717,0.0002997131],"domain_scores_gemma":[0.9989696,0.00004142739,0.0003777308,0.0003533181,0.0001759662,0.00008203173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001163613,0.0006374434,0.04022622,0.01016671,0.009601703,0.0003006304,0.04052543,0.001558089,0.007740309,0.003869849,0.8636774,0.02053256],"study_design_scores_gemma":[0.02374394,0.008427742,0.003215427,0.04357098,0.01092636,0.001060783,0.317031,0.1195033,0.01685763,0.03323405,0.4116845,0.0107443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2781262,0.0009475586,0.00004259793,0.000009515627,0.0001710071,0.0006249556,0.0001709796,0.00006423255,0.7198429],"genre_scores_gemma":[0.5744247,0.00000141352,0.00006411659,3.523298e-7,0.000112818,0.000001066659,0.00003980315,0.00007295003,0.4252827],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.451993,"threshold_uncertainty_score":0.8397881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06066226872605531,"score_gpt":0.2573476829603494,"score_spread":0.1966854142342941,"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."}}