{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002693974,0.0001082236,0.0001555439,0.00001036257,0.0002366885,0.00001397141,0.0002550427,0.00003348749,0.03980687],"category_scores_gemma":[0.000003819428,0.00008936506,0.00005409583,0.0002177288,0.000002707951,0.0001490152,0.0002328257,0.00009580565,0.001861866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042126,"about_ca_system_score_gemma":0.00002342106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008718694,"about_ca_topic_score_gemma":0.01019667,"domain_scores_codex":[0.9987538,0.00007603221,0.0002342334,0.000247767,0.0005038979,0.0001842576],"domain_scores_gemma":[0.9996096,0.00002770881,0.000124298,0.0001595464,0.000009585006,0.0000692232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001321476,0.001768623,0.07839654,0.001281688,0.0003663168,0.000149838,0.006676398,0.4806791,0.02488316,0.0009352039,0.3641495,0.03939221],"study_design_scores_gemma":[0.002036942,0.0007471459,0.1402947,0.0001074767,0.00007653137,0.0002863428,0.003448578,0.03373901,0.005133009,0.001053364,0.8122661,0.0008107903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661888,0.0001143231,0.00001075848,0.0002725413,0.0002402715,0.0002017116,0.0001097446,0.00004026397,0.0328216],"genre_scores_gemma":[0.9992471,0.000004738336,0.00004783039,0.0002321302,0.00004657097,0.00004908577,0.00003470036,0.00001307534,0.0003247513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4481166,"threshold_uncertainty_score":0.9989153,"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."}}