{"id":"W4400816091","doi":"10.5751/es-15100-290307","title":"The importance of geodiversity in understanding and conserving the Western Rift Valley Corridor","year":2024,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodiversity; Geography; Rift; Environmental resource management; Environmental planning; Geology; Biodiversity; Ecology; Geomorphology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531083,0.0004040219,0.0004457384,0.001204055,0.0009791072,0.003292638,0.0006918642,0.001239979,0.001570131],"category_scores_gemma":[0.002469743,0.0001518445,0.000332753,0.001521234,0.004274769,0.005038384,0.001357522,0.001329746,0.0001785482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313453,"about_ca_system_score_gemma":0.004484932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00879707,"about_ca_topic_score_gemma":0.02315185,"domain_scores_codex":[0.9992263,0.000412627,0.00005581892,0.0001126814,0.0001061836,0.0000863578],"domain_scores_gemma":[0.9985745,0.0008882715,0.0002704551,0.00003530349,0.0001557213,0.00007570636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005139306,0.00004323666,0.01368731,0.0258753,0.0002461746,0.002206643,0.0543391,0.003980898,0.005761668,0.2260202,0.01085489,0.6569332],"study_design_scores_gemma":[0.000008692568,0.0001260401,0.03501656,0.01922397,0.0002538517,0.001918497,0.04315072,0.0008072809,0.00155935,0.07850614,0.8193525,0.00007637328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04686949,0.8844448,0.01603029,0.02303982,0.0009784455,0.00005285175,0.00009782658,0.00003166117,0.02845484],"genre_scores_gemma":[0.4332379,0.5489835,0.01138184,0.003373028,0.0005505229,0.00004842433,0.0000850085,0.00002163896,0.002318098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00879707,"threshold_uncertainty_score":0.01749176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396788023684077,"score_gpt":0.2277712464723932,"score_spread":0.2038033662355524,"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."}}