{"id":"W4210519202","doi":"10.1002/ecs2.3930","title":"Plant functional traits as measures of ecosystem service provision","year":2022,"lang":"en","type":"article","venue":"Ecosphere","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canada First Research Excellence Fund","keywords":"Ecosystem services; Trait; Ecosystem; Environmental resource management; Ecology; Service (business); Biology; Business; Computer science; Environmental science; Marketing","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":[0.001533098,0.000459566,0.0004772311,0.002954375,0.0002525566,0.001070474,0.0003573237,0.0003460755,0.001965602],"category_scores_gemma":[0.005754547,0.0001320062,0.0007461302,0.003980375,0.0005325198,0.001073288,0.0006210731,0.0006535084,0.000238843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063649,"about_ca_system_score_gemma":0.0005114643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004274499,"about_ca_topic_score_gemma":0.007017326,"domain_scores_codex":[0.999087,0.0004277157,0.00008705136,0.0001690923,0.0001850754,0.0000441122],"domain_scores_gemma":[0.9954507,0.002602834,0.001119039,0.0001243377,0.0006022166,0.0001008526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003640495,0.0001465316,0.6085184,0.01432595,0.004044304,0.0004090449,0.001927284,0.003994743,0.008442122,0.01520571,0.005027057,0.3375949],"study_design_scores_gemma":[0.00001353789,0.0002178266,0.9531407,0.002522129,0.001089384,0.0005319046,0.001728019,0.003478623,0.002057976,0.01099023,0.02414603,0.00008354108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6744933,0.2836604,0.01700399,0.002511277,0.0002629564,0.00007911248,0.006430393,0.0001163156,0.01544223],"genre_scores_gemma":[0.9600696,0.03225344,0.005036959,0.0002970269,0.00006645667,0.00004772536,0.001428293,0.00001382328,0.0007866527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004274499,"threshold_uncertainty_score":0.008499205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604470162242416,"score_gpt":0.1861901755688274,"score_spread":0.1701454739464033,"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."}}