{"id":"W4377092833","doi":"10.1002/ecy.4104","title":"Assessing the importance of species and their assemblages for the biodiversity‐ecosystem multifunctionality relationship","year":2023,"lang":"en","type":"article","venue":"Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Mitsui and Company; National Science Foundation","keywords":"Biodiversity; Ecosystem; Redundancy (engineering); Species richness; Ecology; Ecosystem diversity; Context (archaeology); Species diversity; Environmental resource management; Ecosystem services; Biology; Computer science; Environmental science","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":[0.0007023265,0.00004967781,0.00008147088,0.00001492391,0.0006871369,0.00001048252,0.00009594142,0.00004405969,0.00007226193],"category_scores_gemma":[0.0002951096,0.00002733953,0.00003047841,0.00012527,0.0002889218,0.00008332723,0.0001218174,0.00005878466,0.00003848753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003071564,"about_ca_system_score_gemma":0.000006058548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008036644,"about_ca_topic_score_gemma":0.003350089,"domain_scores_codex":[0.9995457,0.00008059928,0.0001152769,0.0001168484,0.00003865008,0.0001029506],"domain_scores_gemma":[0.996457,0.003326887,0.00009828121,0.00009602262,0.00001253756,0.000009280621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002415909,0.000006877718,0.9952759,0.000005700491,0.0000205236,2.370999e-7,0.0004215841,0.0007413384,0.00006573719,0.001741804,0.00164604,0.00007186212],"study_design_scores_gemma":[0.00009619788,0.00001650147,0.9887865,9.113874e-7,0.00001202981,0.000001734215,0.002303165,0.004718807,0.00001994867,0.002762641,0.00125104,0.00003056203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920609,0.0000373422,0.0004618405,0.006042885,0.0002249444,0.000201895,0.00001634177,0.00001854465,0.0009353209],"genre_scores_gemma":[0.9991992,0.00002308018,0.00005940915,0.0001633489,0.00001449796,0.00003245507,0.00000630109,0.000001670271,0.0005000324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007138319,"threshold_uncertainty_score":0.5284971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051478686612843,"score_gpt":0.2815540286664884,"score_spread":0.2300753420536454,"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."}}