{"id":"W2968569342","doi":"10.1093/aob/mcz085","title":"Islands in the desert: environmental distribution modelling of endemic flora reveals the extent of Pleistocene tropical relict vegetation in southern Arabia","year":2019,"lang":"en","type":"article","venue":"Annals of Botany","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Biology; Flora (microbiology); Pleistocene; Vegetation (pathology); Desert (philosophy); Ecology; Endemism; Arid; Desert climate; Tropics; Distribution (mathematics); Paleontology; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003104391,0.0001735054,0.0001158281,0.0004617581,0.0002084891,0.0005290744,0.0002685338,0.0001854541,0.0008310874],"category_scores_gemma":[0.0005224239,0.00009743626,0.0003573634,0.0003338585,0.0001403792,0.0001937132,0.0002686618,0.0001273926,0.0001066645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371761,"about_ca_system_score_gemma":0.0002793744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02515668,"about_ca_topic_score_gemma":0.02378337,"domain_scores_codex":[0.9999472,0.00001800438,0.000003680457,0.00001681893,0.000004411876,0.00000983738],"domain_scores_gemma":[0.9998657,0.00006038497,0.00002734518,0.00001333217,0.00001534755,0.00001796759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002002153,0.0000490535,0.8499193,0.00004986472,0.0001501998,0.00016221,0.0005016678,0.1290576,0.003882447,0.0005126443,0.0003200783,0.01519484],"study_design_scores_gemma":[0.00001948277,0.00004260995,0.5865255,0.00001793023,0.00003917384,0.0001162518,0.0005811424,0.411212,0.0004416975,0.0003424631,0.0006524607,0.000009277453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993809,0.00002847993,0.0003215027,0.00001109622,4.743779e-7,9.22177e-7,0.00008465852,0.00001079537,0.0001611182],"genre_scores_gemma":[0.9993376,0.00001651814,0.0004284967,0.000002335559,6.343984e-7,0.000001479139,0.0001554213,0.000002969224,0.00005450107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02515668,"threshold_uncertainty_score":0.05002052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749884656225668,"score_gpt":0.2586164488195172,"score_spread":0.2111176022572605,"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."}}