{"id":"W4319083836","doi":"10.3390/f14020291","title":"A Functional Trait-Based Approach to Evaluate the Resilience of Key Ecosystem Functions of Tropical Savannas","year":2023,"lang":"en","type":"article","venue":"Forests","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture; Fonds De La Recherche Scientifique - FNRS; European Commission","keywords":"Ecosystem; Ecology; Psychological resilience; Vegetation (pathology); Trait; Productivity; Geography; Grazing; Ecosystem services; Environmental science; Environmental resource management; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266884,0.0006421587,0.0003590285,0.006161869,0.000469322,0.0007188343,0.0004010895,0.0003730735,0.001489146],"category_scores_gemma":[0.001579158,0.0001371217,0.0007180301,0.002700605,0.0003453859,0.0006031374,0.0007189445,0.0003506976,0.0002289961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004584278,"about_ca_system_score_gemma":0.0002593177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004344684,"about_ca_topic_score_gemma":0.007452713,"domain_scores_codex":[0.9994336,0.0001846353,0.00005101462,0.0001641147,0.00008538275,0.00008127173],"domain_scores_gemma":[0.9990119,0.0003228514,0.0002953283,0.0001015971,0.0001583432,0.0001098792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001942501,0.0001751291,0.9563429,0.0001928368,0.0005199428,0.0001632933,0.0007048987,0.002509284,0.01284799,0.0005199295,0.0003282408,0.02550131],"study_design_scores_gemma":[0.000002886618,0.0001575424,0.9893016,0.00001762582,0.00007218403,0.0001348296,0.0005136573,0.007988269,0.0007042218,0.0003856766,0.0007059566,0.00001555576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99121,0.0003062963,0.005849756,0.00002627642,0.000006963488,0.00005470765,0.001401207,0.00003751209,0.001107295],"genre_scores_gemma":[0.9916499,0.00006494088,0.006761658,0.00001450682,0.000009434926,0.00008802352,0.001027655,0.000009159699,0.000374685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006161869,"threshold_uncertainty_score":0.00863874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488664904138298,"score_gpt":0.2523849682796411,"score_spread":0.2274983192382581,"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."}}