{"id":"W2519392380","doi":"10.1111/jvs.12455","title":"Effects of slope aspect and topographic position on environmental variables, disturbance regime and tree community attributes in a seasonal tropical dry forest","year":2016,"lang":"en","type":"article","venue":"Journal of Vegetation Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Vegetation (pathology); Disturbance (geology); Elevation (ballistics); Environmental science; Ecology; Physical geography; Intermediate Disturbance Hypothesis; Species diversity; Geography; Hydrology (agriculture); Geology; Geomorphology; Biology; Geometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005483934,0.00007802741,0.000152855,0.000108112,0.0002012536,0.0000140103,0.0001409361,0.00003509947,0.000006317347],"category_scores_gemma":[0.0002531997,0.00005321685,0.00002517448,0.0002193772,0.001172493,0.0004838732,0.00008165051,0.000144188,0.000001843987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117582,"about_ca_system_score_gemma":0.00001603285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008632926,"about_ca_topic_score_gemma":0.0001794313,"domain_scores_codex":[0.9990575,0.0001504432,0.0002405135,0.0001254107,0.0002959518,0.0001301786],"domain_scores_gemma":[0.998974,0.0006323629,0.0002417999,0.00007136631,0.00001502314,0.00006545972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005765889,0.0001474269,0.9613094,0.00001472375,0.000006497203,0.000007214431,0.0004269044,0.0001001386,0.03315903,0.001495705,0.0000061913,0.00326908],"study_design_scores_gemma":[0.0007640531,0.0004879677,0.9914578,0.0001109049,0.00001226296,0.00002374402,0.00005523124,0.0006141886,0.001380972,0.005026214,0.000006644023,0.00006005023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973531,0.0002273743,0.001577939,0.0004968819,0.00004802046,0.00008597687,0.000001653781,0.000002183695,0.0002068204],"genre_scores_gemma":[0.9988482,0.0002521649,0.0007980747,0.00006647721,0.00000897788,0.000002831406,2.827787e-7,0.000002397689,0.00002058237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03177806,"threshold_uncertainty_score":0.4320099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00688824390537138,"score_gpt":0.2190361239583327,"score_spread":0.2121478800529613,"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."}}