{"id":"W6922503226","doi":"10.13140/2.1.4852.0648","title":"AUTOMATED FOG AND STRATUS FORECASTS FROM THE CANADIAN RDPS OPERATIONAL NWP MODEL","year":2011,"lang":"en","type":"article","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Numerical weather prediction; Weather forecasting; Calibration; Term (time)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004933475,0.0007792008,0.0004919978,0.0009518779,0.001121522,0.001049195,0.00149446,0.0005174386,0.004734951],"category_scores_gemma":[0.001882497,0.0004162726,0.0005152539,0.001504016,0.0003070014,0.0008929617,0.000427662,0.0008607182,0.001208946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007645421,"about_ca_system_score_gemma":0.0170468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688128,"about_ca_topic_score_gemma":0.9753385,"domain_scores_codex":[0.9997106,0.00002390699,0.000009355558,0.00006507709,0.000108827,0.00008216307],"domain_scores_gemma":[0.9992292,0.00006140826,0.00002868026,0.00006588471,0.0005385624,0.0000763284],"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":[0.0004932055,0.0001572038,0.04093748,0.0001367805,0.0002427992,0.000123759,0.0001468664,0.7733291,0.003917086,0.00320587,0.1082163,0.06909353],"study_design_scores_gemma":[0.0001445616,0.000009898722,0.02427028,0.00002591716,0.00004470915,0.00001017014,0.00005625861,0.9633896,0.001203312,0.0009223145,0.009868433,0.00005449102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7300941,0.001057051,0.02611121,0.001916502,0.0007682316,0.0003532647,0.1784814,0.01348597,0.04773233],"genre_scores_gemma":[0.9001216,0.0003561153,0.02305124,0.0001605241,0.00007240602,0.00007967428,0.070282,0.000502159,0.005374312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03118718,"threshold_uncertainty_score":0.06274164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06362504856308214,"score_gpt":0.2014772172709792,"score_spread":0.137852168707897,"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."}}