{"id":"W4407562156","doi":"10.1111/jbi.15102","title":"Vegetation Structural Complexity Across Elevational Gradients: Insights From the Tropical Andes","year":2025,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Pontificia Universidad Católica del Ecuador; Secretaría de Educación Superior, Ciencia, Tecnología e Innovación; Fundación de Conservación Jocotoco","keywords":"Vegetation (pathology); Ecology; Geography; Structural complexity; Physical geography; Biology","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":[0.000179249,0.0001504612,0.0002412625,0.001490353,0.0006387496,0.0008955342,0.0002044044,0.0001831319,0.0016397],"category_scores_gemma":[0.0006274116,0.0001333816,0.0002079247,0.001759373,0.0004204668,0.0005334985,0.0008731285,0.0002204197,0.0001451922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686961,"about_ca_system_score_gemma":0.0001878793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02980171,"about_ca_topic_score_gemma":0.08433829,"domain_scores_codex":[0.9998794,0.00001840276,0.000008175892,0.00003540479,0.00002186818,0.00003678511],"domain_scores_gemma":[0.9996879,0.0000735768,0.0001063424,0.00002258384,0.00005403104,0.00005571582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006130961,0.00002247851,0.9843026,0.00005412726,0.00005553121,0.0002012801,0.003682959,0.0003435478,0.002072303,0.0001823012,0.0001400906,0.008881367],"study_design_scores_gemma":[4.845701e-7,0.000003707883,0.9987079,0.000003497743,0.00000327359,0.00003099927,0.0009540753,0.0001101373,0.0000189793,0.00003163803,0.0001334457,0.000001813128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989092,0.0000727885,0.00005346831,0.00002154223,6.082443e-7,0.000002167473,0.0002177943,0.000001560246,0.0007208594],"genre_scores_gemma":[0.9995291,0.00006174797,0.0001018506,0.000006741356,0.000002448593,0.000002011103,0.0002144634,0.000001861535,0.00007974444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02980171,"threshold_uncertainty_score":0.05925643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103480569943996,"score_gpt":0.261953444545041,"score_spread":0.2509186388456011,"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."}}