{"id":"W4244987123","doi":"10.1002/ece3.2417","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Ecology and Evolution","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Western Sydney; University of Leeds; University of Exeter; University of Aberdeen; University of Alberta; University of Essex; Universidad Austral de Chile; University of Stirling; Université du Québec à Rimouski; Sun Yat-sen University; Harvard University","keywords":"Citation; Computer science; World Wide Web; Information retrieval; Library science; Data science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001483907,0.0001219907,0.0002006577,0.00001590578,0.0009249508,0.00003923751,0.000121626,0.0005115456,0.003381846],"category_scores_gemma":[0.00008157458,0.00005197742,0.00003662869,0.00003627341,0.0001518101,0.0002855826,0.0000890235,0.0001869043,0.01273828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003060727,"about_ca_system_score_gemma":0.00001750372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000140462,"about_ca_topic_score_gemma":0.001681246,"domain_scores_codex":[0.9994155,0.00005751202,0.0001645159,0.0001457663,0.00004549978,0.0001712668],"domain_scores_gemma":[0.9995032,0.000114361,0.0002221884,0.00004515552,0.00008382877,0.00003124291],"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":[0.00002316048,0.00001453453,0.01918965,0.00001720495,0.00003515327,4.325344e-7,0.000043761,9.64784e-7,0.0001074557,0.0004264124,0.97154,0.008601284],"study_design_scores_gemma":[0.00004582538,0.00006445069,0.4706929,0.000005718841,0.000009949998,0.000002856977,0.00004844721,0.000004667869,0.000002781296,0.0002717414,0.5287789,0.00007171018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.63894,0.003339629,0.0000125961,0.0181661,0.01123869,0.0005709748,0.000291768,0.00008429418,0.3273559],"genre_scores_gemma":[0.7786505,0.001498437,0.00001628525,0.001466334,0.001065428,0.00009298538,0.001038177,6.048183e-7,0.2161713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4515033,"threshold_uncertainty_score":0.9975292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742176015769777,"score_gpt":0.2357369774535673,"score_spread":0.2183152172958695,"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."}}