{"id":"W3179515870","doi":"10.1111/jvs.13062","title":"Using functional dissimilarity among species pools and communities to predict establishment of native and alien species","year":2021,"lang":"en","type":"article","venue":"Journal of Vegetation Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"European Regional Development Fund; Natural Sciences and Engineering Research Council of Canada; Eesti Teadusagentuur","keywords":"Ecology; Competition (biology); Plant community; Biology; Grassland; Biomass (ecology); Introduced species; Invasive species; Community; Species richness; Biodiversity; Community structure; Species diversity; Trait; Functional diversity; Plant ecology; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002090835,0.0006313503,0.0003489862,0.001431745,0.0004562017,0.001045691,0.0003654492,0.0004062409,0.001442438],"category_scores_gemma":[0.004194385,0.0002802783,0.0006131232,0.000410065,0.0003058014,0.0006368342,0.0007691566,0.0003571878,0.000265521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867639,"about_ca_system_score_gemma":0.0003376065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009051457,"about_ca_topic_score_gemma":0.01475266,"domain_scores_codex":[0.999599,0.0001297116,0.00003610804,0.0001514102,0.00003811148,0.00004567737],"domain_scores_gemma":[0.9956326,0.00250834,0.0008174644,0.0002388945,0.0002762791,0.0005264944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103064,0.00005035929,0.9888971,0.00001318007,0.0001179727,0.00001985213,0.00005602394,0.007201514,0.0007581283,0.00004097803,0.00007158564,0.002670278],"study_design_scores_gemma":[0.00001284449,0.0001387312,0.8338269,0.00001480683,0.00005397722,0.00004423435,0.00015996,0.1650595,0.0003668671,0.0002146428,0.00009315921,0.00001440322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998838,0.00002319126,0.0008106965,0.00001072123,0.000001676915,0.000005169421,0.0001412302,0.00001468987,0.0001545315],"genre_scores_gemma":[0.9992323,0.000006038077,0.0005210867,0.000002637709,0.000001317242,0.000004887518,0.0001742188,0.000002082247,0.00005546923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009051457,"threshold_uncertainty_score":0.0179975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463717843156235,"score_gpt":0.2829594127209412,"score_spread":0.2383222342893788,"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."}}