{"id":"W4409392115","doi":"10.1016/j.pld.2025.04.003","title":"Multifaceted plant diversity patterns across the Himalaya: Status and outlook","year":2025,"lang":"en","type":"review","venue":"Plant Diversity","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Key Research Program of Frontier Science, Chinese Academy of Sciences; Natural Science Foundation of Yunnan Province; Shanghai Municipal Education Commission; National Natural Science Foundation of China; China Scholarship Council; University of Toronto; Key Project of Frontier Science Research of Chinese Academy of Sciences; Pakistan Science Foundation","keywords":"Diversity (politics); Geography; Plant diversity; Political science; Economic geography; Regional science; Biodiversity; Ecology; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002387762,0.000391189,0.0007945912,0.00001592063,0.002227576,0.00009262052,0.0007826795,0.000318196,0.00008201748],"category_scores_gemma":[0.00003300178,0.0001372435,0.000260862,0.0001724874,0.0001129845,0.00005830825,0.004819535,0.0004197485,0.00003267297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005879279,"about_ca_system_score_gemma":0.00002332003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203965,"about_ca_topic_score_gemma":0.002795412,"domain_scores_codex":[0.9982311,0.0002191023,0.000224612,0.0005185059,0.0002512076,0.0005555401],"domain_scores_gemma":[0.9984856,0.0009877349,0.0002145024,0.0001140983,0.00002962448,0.0001684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005713398,0.0001050005,0.2005764,0.002257882,0.0003488465,0.0001256441,0.0006008506,6.120536e-7,0.000002656639,0.00003293508,0.003057607,0.7928344],"study_design_scores_gemma":[0.0001222474,0.00004925327,0.04426368,0.001098281,0.0004306739,0.00002252512,0.0002702467,0.000004365603,0.000001610652,0.00001012517,0.9533222,0.0004047928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1005679,0.801623,0.000001674483,0.0000486102,0.0004299523,0.0008509924,0.0962097,0.00007835786,0.0001897952],"genre_scores_gemma":[0.009815796,0.9868501,0.000004917795,0.0001024503,0.0001048098,0.000006159309,0.002866867,7.535486e-7,0.0002480878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9502646,"threshold_uncertainty_score":0.9990714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06800470051772561,"score_gpt":0.2459605276227358,"score_spread":0.1779558271050102,"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."}}