{"id":"W2743192961","doi":"10.1038/s41559-017-0277-5","title":"Ecosystem functioning is enveloped by hydrometeorological variability","year":2017,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Center for Northern Studies","funders":"","keywords":"Hydrometeorology; Ecosystem; Biosphere; Environmental science; Climate change; Terrestrial ecosystem; Ecology; Ecosystem model; Earth system science; Vegetation (pathology); Precipitation; Geography; Biology; Meteorology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006186446,0.0001239465,0.0001553756,0.00002397073,0.0007402918,0.00004386707,0.000307596,0.0006947852,0.001379863],"category_scores_gemma":[0.000194591,0.0001074747,0.00005608358,0.0000624176,0.0001391773,0.0002645068,0.0001972931,0.0005282057,0.0004719704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004893373,"about_ca_system_score_gemma":0.00001257761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006282101,"about_ca_topic_score_gemma":0.0003493279,"domain_scores_codex":[0.9988675,0.0001242989,0.0001813581,0.00039988,0.000158715,0.0002682078],"domain_scores_gemma":[0.9992756,0.00006501981,0.0001666611,0.0004130604,0.00001162667,0.00006799249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001971926,0.00006236318,0.9890652,0.00000263646,0.00001774254,0.000002828427,0.00002645844,0.000656174,0.003047773,0.0006349408,0.00611223,0.0003519149],"study_design_scores_gemma":[0.0002533391,0.00005969661,0.9360691,0.000002343043,0.00002290415,0.00002599514,0.000002896094,0.05041403,0.00008070913,0.002647877,0.01028247,0.0001386049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825894,0.00002282046,0.002248159,0.0008399167,0.0007315311,0.0001710694,0.0000517091,0.00005775247,0.01328765],"genre_scores_gemma":[0.9977105,0.000006667886,0.0004617473,0.0001773244,0.00004353023,0.00002152537,0.00004442733,0.000006300781,0.001527943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05299609,"threshold_uncertainty_score":0.999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003838752834521579,"score_gpt":0.2037554062183503,"score_spread":0.1999166533838287,"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."}}