{"id":"W1967909071","doi":"10.1029/2006eo320001","title":"Lake Erie hypoxia prompts Canada‐U.S. study","year":2006,"lang":"en","type":"article","venue":"Eos","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Eutrophication; Hypoxia (environmental); Biota; Environmental science; Oceanography; Structural basin; Physical geography; Geography; Hydrology (agriculture); Ecology; Geology; Biology; Oxygen","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008486508,0.00007606101,0.00007748108,0.000006049792,0.0001253457,0.000007178476,0.0001225666,0.00003205235,0.03357198],"category_scores_gemma":[0.000006800149,0.00006528658,0.00001245147,0.0000729141,0.00005815338,0.00005738872,0.00006006736,0.00006967975,0.001559606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009050369,"about_ca_system_score_gemma":0.00003851187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2050472,"about_ca_topic_score_gemma":0.9944832,"domain_scores_codex":[0.9993235,0.00003154976,0.0001127987,0.0001682857,0.0001716443,0.0001922193],"domain_scores_gemma":[0.9997861,0.00001227124,0.00002083806,0.0001417337,0.000002409164,0.00003660715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000282166,0.0002741949,0.8220192,6.471316e-7,0.000002812169,0.00008325374,0.00006621562,0.00003997599,0.000575978,0.00001591457,0.1756365,0.001282503],"study_design_scores_gemma":[0.0001537765,0.00005757447,0.9600163,5.737724e-7,0.00001129209,0.000003408195,0.00006963754,0.00007491421,0.0003061965,0.00008371806,0.03912618,0.00009645549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979681,0.000002303751,0.000009506614,0.0001512617,0.0001641506,0.000275853,0.000009661316,0.00002138417,0.01968492],"genre_scores_gemma":[0.9894744,7.126774e-8,0.00008745933,0.0002053601,0.00003630756,0.00003204945,0.000009297205,0.000005939801,0.01014917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.789436,"threshold_uncertainty_score":0.9992178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005223602508770396,"score_gpt":0.1853491680151535,"score_spread":0.1801255655063831,"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."}}