{"id":"W1965658853","doi":"10.2174/2212798407666150302122810","title":"Projecting Crop Yield in Northern High Latitude Area","year":2015,"lang":"en","type":"article","venue":"Recent Patents on Food Nutrition & Agriculture","topic":"Climate variability and models","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geopotential height; Westerlies; Climatology; Arctic oscillation; Environmental science; Northern Hemisphere; Arctic; Precipitation; Latitude; Common spatial pattern; Atmospheric sciences; Geography; Meteorology; Geology; Oceanography","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":[0.000130223,0.000282362,0.0001467192,0.0004132881,0.0002292132,0.0005064679,0.0001536416,0.0001174707,0.001766902],"category_scores_gemma":[0.0003673047,0.0001137981,0.0003945228,0.0009516462,0.00006963231,0.0001291094,0.0002193199,0.0001520027,0.0005172949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008282729,"about_ca_system_score_gemma":0.0008810242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.32582,"about_ca_topic_score_gemma":0.3580009,"domain_scores_codex":[0.9999379,0.000007408938,0.000002269069,0.00002087382,0.0000155292,0.00001605661],"domain_scores_gemma":[0.9998888,0.00001259354,0.0000140506,0.000007939664,0.00005062619,0.000025919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003054452,0.00008777565,0.8345203,0.0000674131,0.0001950168,0.0003057635,0.0002297557,0.1117852,0.004612083,0.000774446,0.004098054,0.04301871],"study_design_scores_gemma":[0.00002136553,0.00004400627,0.8739809,0.00001762069,0.00005964568,0.0000786935,0.0004577301,0.1196825,0.001150968,0.0003193668,0.00416572,0.00002153777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864022,0.0001050038,0.001521107,0.00006858146,0.000009587576,0.0000102874,0.007135296,0.0001882221,0.004559678],"genre_scores_gemma":[0.9904749,0.0001427314,0.001574642,0.000007679132,0.000005919515,0.00001183072,0.006203821,0.00001048316,0.001568025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.32582,"threshold_uncertainty_score":0.6478469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06609843785315117,"score_gpt":0.2373973251438768,"score_spread":0.1712988872907257,"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."}}