{"id":"W3158517140","doi":"10.1002/2688-8319.12064","title":"Predictive mapping to identify refuges for plant communities threatened by earthworm invasion","year":2021,"lang":"en","type":"article","venue":"Ecological Solutions and Evidence","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Ecology; Biological dispersal; Earthworm; Threatened species; Introduced species; Ecosystem engineer; Species richness; Ecosystem; Biology; Lumbricidae; Abiotic component; Abundance (ecology); Geography; Habitat; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003547221,0.00008422748,0.0001324346,0.00001563324,0.0009802872,0.00003357667,0.0001010582,0.0000753172,0.0003057158],"category_scores_gemma":[0.0003522923,0.00006974737,0.0000331072,0.0001284052,0.0002197389,0.000187831,0.0004081279,0.00009318612,0.0000553583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007140303,"about_ca_system_score_gemma":0.000009327227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004128582,"about_ca_topic_score_gemma":0.002071903,"domain_scores_codex":[0.9992356,0.00009029774,0.0001520148,0.0002044866,0.00007832536,0.000239325],"domain_scores_gemma":[0.9990489,0.0007067992,0.00004002993,0.0001061206,0.00002586778,0.00007223333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428333,0.0005430402,0.9155532,0.00007921163,0.0001162788,0.00002157749,0.004155204,0.004052715,0.01729335,0.00554813,0.04957644,0.002918082],"study_design_scores_gemma":[0.0001499684,0.000253785,0.9856741,0.00006997169,0.00001700175,0.00001059678,0.001258718,0.003567081,0.000157466,0.004721894,0.003985523,0.0001338511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847797,0.00093692,0.008710412,0.004581181,0.0001303545,0.0002743855,0.00003865578,0.00003753011,0.000510838],"genre_scores_gemma":[0.9955559,0.0009371022,0.001967285,0.0007556785,0.00001488179,0.000166643,0.00002162305,0.000002840288,0.0005780307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07012101,"threshold_uncertainty_score":0.7539676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08630037651548833,"score_gpt":0.2968529911720262,"score_spread":0.2105526146565379,"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."}}