{"id":"W3045513562","doi":"10.1098/rsos.192045","title":"Recent increases in assemblage rarity are linked to increasing local immigration","year":2020,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Leverhulme Trust","keywords":"Biodiversity; Assemblage (archaeology); Extinction (optical mineralogy); Species richness; Abundance (ecology); Ecology; Rare species; Global biodiversity; Geography; Immigration; Environmental change; Climate change; Biology; Habitat; Paleontology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001501922,0.0001153237,0.000174501,0.00001351072,0.0006000754,0.0001440695,0.0009298339,0.0000609573,0.0002943139],"category_scores_gemma":[0.0005902019,0.0001100436,0.000039667,0.001159782,0.0005525238,0.0005100168,0.001641405,0.0001725407,0.0002409258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992287,"about_ca_system_score_gemma":0.00007080324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452569,"about_ca_topic_score_gemma":0.003894057,"domain_scores_codex":[0.9984526,0.00009999653,0.0002157101,0.0005484327,0.0003548998,0.0003283758],"domain_scores_gemma":[0.9993978,0.0001141822,0.00008633535,0.0001493236,0.00003077279,0.0002216015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005171335,0.0001521513,0.9616694,0.000006671145,0.000005768963,0.000006104748,0.003721709,0.01876811,0.003019457,0.0001857708,0.003480203,0.008932902],"study_design_scores_gemma":[0.0002224159,0.00005506093,0.8831746,0.00001112338,0.000003604411,6.926203e-7,0.002048174,0.1128533,0.0001311704,0.0001144418,0.001239775,0.0001456404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983875,0.00002673452,0.003873067,0.006953946,0.00004413803,0.0004131396,0.000003897162,0.00002671698,0.004783378],"genre_scores_gemma":[0.9878228,0.00004637044,0.004885996,0.007105906,0.00001734103,0.0000292916,0.000003004207,0.000004896159,0.00008439951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09408518,"threshold_uncertainty_score":0.4615355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074393233906196,"score_gpt":0.2804062329532591,"score_spread":0.2596623006141971,"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."}}