{"id":"W2983230674","doi":"10.1016/j.rama.2019.09.005","title":"Forum: Critical Decision Dates for Drought Management in Central and Northern Great Plains Rangelands","year":2019,"lang":"en","type":"article","venue":"Rangeland Ecology & Management","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Rangeland; Forage; Precipitation; Environmental science; Rangeland management; Agroforestry; Geography; Ecosystem; Agronomy; Ecology; Biology; Meteorology","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":[0.01295489,0.0004325628,0.0002893928,0.001504446,0.00178891,0.002088196,0.0009294593,0.0009531198,0.01411776],"category_scores_gemma":[0.02081582,0.0003057652,0.0002282171,0.0003842492,0.0007161542,0.002551564,0.001758724,0.0008873491,0.0008290238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129893,"about_ca_system_score_gemma":0.004800919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006660926,"about_ca_topic_score_gemma":0.02169741,"domain_scores_codex":[0.9984311,0.0009676972,0.0001127303,0.0001081208,0.0002321087,0.0001482344],"domain_scores_gemma":[0.9903067,0.004219214,0.001442394,0.000225788,0.001682448,0.002123358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002256996,0.0005681663,0.05081131,0.0008615143,0.00008292049,0.001064477,0.003315566,0.0162526,0.005812968,0.01245525,0.3593955,0.5471228],"study_design_scores_gemma":[0.0009073295,0.001868594,0.1894458,0.003108039,0.0001580522,0.0006983638,0.01313331,0.1020691,0.007603128,0.07583143,0.6046584,0.0005184867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5785817,0.01248179,0.1328499,0.1146184,0.0068737,0.004443021,0.01283745,0.009646743,0.1276673],"genre_scores_gemma":[0.9044134,0.001955459,0.0764863,0.001087448,0.0009819509,0.0007179863,0.002627618,0.0001640768,0.01156569],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01411776,"threshold_uncertainty_score":0.06851286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004417785790009894,"score_gpt":0.2138024603365568,"score_spread":0.2093846745465469,"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."}}