{"id":"W3096082983","doi":"","title":"Impact of lateral boundary conditions on regional analyses","year":2017,"lang":"en","type":"article","venue":"Archipelago (University of Quebec in Montreal)","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":"Data assimilation; Climatology; Climate model; Environmental science; General Circulation Model; Boundary (topology); Meteorology; Geography; Climate change; Geology; Mathematics; Oceanography","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":[0.009491732,0.0008780977,0.0007076329,0.001323052,0.001237543,0.002475485,0.001231228,0.0007724848,0.003706091],"category_scores_gemma":[0.0301282,0.0004357874,0.001292584,0.001471078,0.0008046159,0.001901396,0.001946301,0.0009094658,0.0006146995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000053,"about_ca_system_score_gemma":0.00215831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07445765,"about_ca_topic_score_gemma":0.06280196,"domain_scores_codex":[0.9934222,0.00312904,0.0005892747,0.001187983,0.001235373,0.0004360935],"domain_scores_gemma":[0.9840236,0.008998169,0.001282581,0.001859519,0.003558782,0.0002774048],"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":[0.00149711,0.0001671139,0.3075047,0.0005586658,0.001099745,0.0006885582,0.001446788,0.5120301,0.02490446,0.02902894,0.008936889,0.1121369],"study_design_scores_gemma":[0.0001505552,0.0001547092,0.1624685,0.0003542066,0.0006565624,0.0001457886,0.001361933,0.7680175,0.0320068,0.0122633,0.02223293,0.0001872182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8944685,0.001154345,0.06145526,0.001108556,0.0004430885,0.0001620068,0.007551603,0.001598473,0.03205822],"genre_scores_gemma":[0.9751735,0.0001730592,0.01892202,0.0001895499,0.0000555937,0.00008491867,0.003293256,0.0007106573,0.001397472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07445765,"threshold_uncertainty_score":0.1480485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422708430903568,"score_gpt":0.29627476262121,"score_spread":0.2540039195308532,"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."}}