{"id":"W4387021095","doi":"10.1007/s11258-023-01353-x","title":"Limited influence from edges and topography on vegetation structure and diversity in Atlantic Forest","year":2023,"lang":"en","type":"article","venue":"Plant Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Dalhousie University; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Transect; Fragmentation (computing); Vegetation (pathology); Biodiversity; Ecology; Geography; Forest fragmentation; Physical geography; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005617612,0.00006150593,0.00009231453,0.0000731052,0.0001677453,0.000004997292,0.00004731748,0.00007336195,0.00002403913],"category_scores_gemma":[0.00004572934,0.00005696041,0.000006865178,0.0001298935,0.0001532338,0.00006002699,0.0002036617,0.00008056164,0.00002662575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001689016,"about_ca_system_score_gemma":0.000001526729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003502758,"about_ca_topic_score_gemma":0.05618821,"domain_scores_codex":[0.9995469,0.00003654671,0.00007028608,0.0001798936,0.00004121313,0.0001251687],"domain_scores_gemma":[0.9996294,0.0002706558,0.00003097238,0.00004291925,0.000002399605,0.00002359323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001638176,0.000008602018,0.9968834,0.000004577559,0.000006872975,0.00001779282,0.0007473573,0.001765879,0.0001217005,0.0002295248,0.00005513152,0.000142766],"study_design_scores_gemma":[0.0002315581,0.00005921588,0.9877298,0.000004589742,0.000007407908,0.000002428373,0.00005501173,0.004127119,0.000008328723,0.007693375,0.0000222101,0.0000589337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993932,0.00001690668,0.000001966928,0.0002681575,0.00007126165,0.00008575942,0.00001928011,0.00002075679,0.0001227362],"genre_scores_gemma":[0.999502,0.0001561127,0.00003915065,0.0002334241,0.000005078956,0.000004303346,0.00004810801,0.00000187874,0.000009956245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05583793,"threshold_uncertainty_score":0.9610339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009589111719882276,"score_gpt":0.198137117194974,"score_spread":0.1885480054750917,"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."}}