{"id":"W4367189285","doi":"10.1002/ecm.1573","title":"Editorial","year":2023,"lang":"es","type":"editorial","venue":"Ecological Monographs","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Publishing; Ecology; Subject (documents); Editorial board; Subject matter; Function (biology); Environmental ethics; Sociology; Library science; Political science; Computer science; Biology; Law","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001231534,0.0009169319,0.001261222,0.0002551791,0.0006626194,0.0002740816,0.001526852,0.004220164,0.008663068],"category_scores_gemma":[0.002184953,0.0007385846,0.0007809336,0.0010856,0.0009685084,0.0001869225,0.001380392,0.002166796,0.01853142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604006,"about_ca_system_score_gemma":0.00009951115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002581586,"about_ca_topic_score_gemma":0.0004711207,"domain_scores_codex":[0.9937152,0.0004086706,0.0009524915,0.0017193,0.001391715,0.001812619],"domain_scores_gemma":[0.9944739,0.003623025,0.00047245,0.0007269966,0.00006057199,0.0006430478],"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":[0.0001436618,0.0004220985,0.02770308,0.00002563135,0.0001144193,0.00009942882,0.00004200098,0.00004194399,0.00003935903,0.00004863722,0.9702359,0.001083818],"study_design_scores_gemma":[0.001066085,0.001510254,0.09410849,0.00002852873,0.0001193286,0.000001365596,0.00002704891,0.00004370818,0.000004189852,0.002130299,0.900124,0.0008366847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0112522,0.00004354829,0.00000595094,0.0003672257,0.9796737,0.0005551485,0.0006635568,0.000469683,0.006968947],"genre_scores_gemma":[0.007229892,0.002511134,0.00009776458,0.00009371739,0.9868277,0.0002806751,0.0009745761,0.00009523873,0.001889272],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0701119,"threshold_uncertainty_score":0.9995065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069476804598609,"score_gpt":0.2467262455202885,"score_spread":0.2360314774743024,"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."}}