{"id":"W4243079256","doi":"10.1890/0012-9623-95.2.3","title":"Fall 2013 ESA Election Results","year":2014,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000411812,0.00008254724,0.0001925282,0.000002367133,0.0001696176,0.000003697126,0.0002891544,0.00007255399,0.0007780726],"category_scores_gemma":[0.0001549932,0.00004581198,0.0002341102,0.00009626977,0.0009690606,0.000006505646,0.0003746136,0.0001138049,0.0001772783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003720341,"about_ca_system_score_gemma":0.00000147213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781292,"about_ca_topic_score_gemma":0.00001833857,"domain_scores_codex":[0.99902,0.0001636278,0.000242105,0.0001821934,0.000218228,0.0001738017],"domain_scores_gemma":[0.9993339,0.0002154696,0.0002289784,0.0001826593,0.000009261698,0.00002969943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004726701,0.0002910255,0.02228687,0.000016565,0.00004465922,4.818677e-8,0.0008314728,0.002180892,0.001346831,0.0000143994,0.9694426,0.003497347],"study_design_scores_gemma":[0.0001902373,0.0002230181,0.2468151,0.000005219976,0.00001123541,4.487885e-7,0.0001785503,0.0002547927,0.0006656207,0.0002739903,0.7513141,0.00006767429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897794,0.00003554246,0.0003134177,0.07034134,0.0001282882,0.0002592045,0.000007601646,0.00003949476,0.03909574],"genre_scores_gemma":[0.9870303,0.0001729105,0.005377321,0.002428207,0.00004453134,0.000008435114,0.000001263208,0.00000462951,0.004932377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2245283,"threshold_uncertainty_score":0.851935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792043268223502,"score_gpt":0.2061148786164765,"score_spread":0.1881944459342414,"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."}}