{"id":"W4230385788","doi":"10.1038/s41559-017-0450-x","title":"Savannah savvy","year":2017,"lang":"en","type":"letter","venue":"Nature Ecology & Evolution","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geography; Biology; Computational biology; Ecology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003484717,0.0004446541,0.0006238535,0.0002790792,0.001079263,0.00005292388,0.0007561005,0.005762153,0.002684683],"category_scores_gemma":[0.0004637339,0.0003915086,0.0002319755,0.0001037119,0.0006393514,0.0002056653,0.00003550661,0.005980132,0.002988128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008144502,"about_ca_system_score_gemma":0.0003094843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006470715,"about_ca_topic_score_gemma":0.08756118,"domain_scores_codex":[0.9974033,0.0003249866,0.000335568,0.000762917,0.0003437836,0.0008294114],"domain_scores_gemma":[0.9982097,0.0003881818,0.0004651454,0.000678405,0.0001765123,0.00008203078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000132671,0.000003337309,0.3394749,0.00002304298,0.00008216126,0.0001444877,0.00001485136,0.00001239283,2.208574e-7,0.00003139222,0.6598896,0.0003103367],"study_design_scores_gemma":[0.0001490978,0.00006888187,0.5026369,0.0000123628,0.0000648752,0.00007834681,0.000006918568,0.0001134396,2.131305e-7,0.001105611,0.4955454,0.0002179108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004991031,0.02376715,0.00003204653,0.8012024,0.01863295,0.0005723187,0.0005212262,0.0003035063,0.1499774],"genre_scores_gemma":[0.430744,0.0003873562,0.0003222367,0.5251881,0.01268213,0.00001295629,0.002848294,0.00001975445,0.02779513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.425753,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177224591921237,"score_gpt":0.2416284293752743,"score_spread":0.2298561834560619,"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."}}