{"id":"W2783564415","doi":"10.7717/peerj.4794","title":"A brief introduction to mixed effects modelling and multi-model inference in ecology","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":2077,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Ottawa","funders":"Natural Environment Research Council; Animal and Plant Health Agency; Sight Research UK; University of Exeter; Forestry Commission; Consejo Nacional de Ciencia y Tecnología; Secretaría de Educación Pública","keywords":"Computer science; Inference; Robustness (evolution); Machine learning; Model selection; Data science; Biological data; Artificial intelligence; Ecology; Management science; Data mining; Engineering; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406969233244451,"score_gpt":0.2597181029455115,"score_spread":0.245648410613067,"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."}}