{"id":"W2140862608","doi":"10.1021/es302063v","title":"Ecosystem Effects of a Tropical Cyclone on a Network of Lakes in Northeastern North America","year":2012,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"National Aeronautics and Space Administration","keywords":"Environmental science; Ecosystem; Disturbance (geology); Climate change; Storm; Tropical cyclone; Biomass (ecology); Drainage basin; Terrestrial ecosystem; Lake ecosystem; Hydrology (agriculture); Environmental change; Ecology; Primary production; Physical geography; Atmospheric sciences; Climatology; Oceanography; Geology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.00008520991,0.0001202241,0.0002721751,0.000209172,0.00007742291,0.000005351743,0.0004736366,0.00008387178,0.0002135993],"category_scores_gemma":[0.00004906507,0.00008859466,0.00004545104,0.001055469,0.001266063,0.0001431607,0.00007335637,0.0002258608,0.0001442023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002455502,"about_ca_system_score_gemma":0.00002235742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002535618,"about_ca_topic_score_gemma":0.001956591,"domain_scores_codex":[0.9982769,0.00005638273,0.0002731972,0.0002633068,0.0004598157,0.0006704093],"domain_scores_gemma":[0.9993976,0.0001127163,0.00008576403,0.000240504,0.000003994048,0.0001593713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004027011,0.0001398103,0.9559976,0.00001736353,0.000003148563,0.000006886276,0.00004789821,0.0007016591,0.00168295,0.0001313977,0.000001578166,0.04122939],"study_design_scores_gemma":[0.0002142619,0.0006984904,0.995728,0.00002265911,0.000003174194,0.000006273508,0.00006441958,0.0003969733,0.001907138,0.0001062877,0.0007637034,0.00008865271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998729,0.0004246651,0.00007109589,0.0001304489,0.0001118136,0.0002040951,0.00001818827,0.00001807995,0.0002926357],"genre_scores_gemma":[0.999549,0.00006259223,0.0002987512,0.00002574993,0.00004402569,0.000004513713,0.000004668687,0.000002505834,0.000008228262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04114074,"threshold_uncertainty_score":0.4664861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004893610245765089,"score_gpt":0.1944598978874968,"score_spread":0.1895662876417317,"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."}}