{"id":"W1825436892","doi":"10.1002/met.1342","title":"The Canadian Airport Nowcasting System (CAN‐Now)","year":2012,"lang":"en","type":"article","venue":"Meteorological Applications","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Nowcasting; Meteorology; Environmental science; Visibility; Radar; Computer science; Geography; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084152,0.0008306951,0.0004620049,0.001794377,0.001397047,0.002020672,0.0013782,0.000509921,0.03827129],"category_scores_gemma":[0.002720353,0.0003317217,0.0003602502,0.002534604,0.0003301235,0.0008222234,0.0008221286,0.00102132,0.007841427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007737599,"about_ca_system_score_gemma":0.01240071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8834401,"about_ca_topic_score_gemma":0.8541479,"domain_scores_codex":[0.9990563,0.00007037635,0.00003017885,0.0001362105,0.0005675543,0.0001395083],"domain_scores_gemma":[0.9960408,0.0001424332,0.0001532706,0.0004277057,0.002756472,0.000479312],"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":[0.001002983,0.0001147092,0.01917688,0.0002664567,0.00008253169,0.0001377591,0.0003712894,0.02830154,0.00591334,0.006603348,0.687595,0.2504342],"study_design_scores_gemma":[0.0005276821,0.0001150605,0.0493149,0.0001658556,0.00006153221,0.00006310895,0.0002903434,0.1681293,0.005408208,0.002092173,0.7736189,0.0002129998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08465467,0.002289262,0.1064942,0.003199162,0.002184276,0.001580063,0.3300117,0.09036925,0.3792174],"genre_scores_gemma":[0.510007,0.001376637,0.08062227,0.0005646605,0.0004440101,0.0005089314,0.2931484,0.00477798,0.1085502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1165599,"threshold_uncertainty_score":0.2344927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615926800269575,"score_gpt":0.2309765258729082,"score_spread":0.1948172578702125,"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."}}