{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008103016,0.00007018135,0.0001558808,0.00011413,0.0003680968,0.00006598296,0.0001140543,0.00002230013,0.00007910993],"category_scores_gemma":[0.0003286733,0.00006004937,0.00002356141,0.0003907867,0.001469206,0.000878385,0.0002283593,0.0001076742,5.569688e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009675965,"about_ca_system_score_gemma":0.00006523619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001885318,"about_ca_topic_score_gemma":0.0003695449,"domain_scores_codex":[0.9989535,0.00006923084,0.0002905687,0.0001087314,0.0004628128,0.0001152191],"domain_scores_gemma":[0.9991466,0.0002084201,0.0002650061,0.00007085775,0.0002251644,0.00008391133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001510153,0.00005190121,0.9619406,0.00001386889,0.00001876997,0.00000437013,0.007574683,0.01158776,0.01694037,0.001582424,0.00005383752,0.0002163024],"study_design_scores_gemma":[0.0001708868,0.00008259172,0.985505,0.00004430065,0.00001891646,0.00003437677,0.006039049,0.003813622,0.003068209,0.001099298,0.00006499039,0.00005879726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991849,0.0001102828,0.004624485,0.0004307057,0.0001531265,0.00005818938,0.000004286227,0.000002272521,0.00276764],"genre_scores_gemma":[0.9944368,0.00008674654,0.005187367,0.0001085903,0.00001754833,9.842369e-7,5.966205e-7,0.000002080784,0.0001592763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02356435,"threshold_uncertainty_score":0.5413351,"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."}}