{"id":"W3045445510","doi":"10.3389/fenvs.2020.00099","title":"Editorial: Modelling, Simulating and Forecasting Regional Climate and Weather","year":2020,"lang":"en","type":"editorial","venue":"Frontiers in Environmental Science","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Meteorology; Climatology; Weather forecasting; Environmental science; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001467913,0.0004176271,0.0004818597,0.00009866944,0.0004674311,0.0001494135,0.0005157222,0.0004557194,0.00007358077],"category_scores_gemma":[0.0002316515,0.0004229107,0.00005694163,0.0002663016,0.00258758,0.0006992121,0.001415607,0.0007840589,0.00001654469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007325523,"about_ca_system_score_gemma":0.00003878975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002634164,"about_ca_topic_score_gemma":0.00002149766,"domain_scores_codex":[0.9955909,0.00007331827,0.0005132859,0.001475252,0.001569044,0.0007782336],"domain_scores_gemma":[0.9988414,0.0002605414,0.0002561138,0.0003077661,0.000004162347,0.0003300255],"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":[0.0001388176,0.00009355025,0.02489939,0.00007961666,0.000009764268,0.000009730835,0.00146525,0.05854031,0.0007829862,0.000009368787,0.9089372,0.005034034],"study_design_scores_gemma":[0.0005621632,0.00008313193,0.0003688862,0.00007872311,0.00002290651,0.000002063209,0.0002564758,0.4713487,0.000008538625,0.00105525,0.5256419,0.0005712193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.04189849,0.0003637045,0.00164586,0.0001130348,0.9540556,0.0005691308,0.0001569061,0.00005177609,0.001145467],"genre_scores_gemma":[0.07517269,0.003119873,0.03980231,0.0001959916,0.881236,0.00006367378,0.0001169864,0.0001280973,0.0001643772],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4128084,"threshold_uncertainty_score":0.9998223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563144187556211,"score_gpt":0.2205902935545148,"score_spread":0.2049588516789527,"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."}}