{"id":"W4415671672","doi":"10.1007/978-3-032-02029-1_1","title":"The Foundations of Biodiversity Finance: Bridging Theory and Practice","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Biodiversity; Ecosystem services; Natural capital; Measurement of biodiversity; Ecosystem; Population; Convention on Biological Diversity; Global biodiversity","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001522579,0.0004730986,0.000450389,0.001157639,0.001043095,0.005432178,0.0009781179,0.002486262,0.01879997],"category_scores_gemma":[0.006100661,0.0003526493,0.0002552356,0.00245138,0.007834733,0.007155284,0.001464992,0.003971309,0.002275972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003906916,"about_ca_system_score_gemma":0.003981105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236517,"about_ca_topic_score_gemma":0.004082224,"domain_scores_codex":[0.9993075,0.0003157744,0.00001826042,0.00005467414,0.0002458466,0.00005788121],"domain_scores_gemma":[0.996945,0.002416609,0.000100299,0.0002184329,0.0002069979,0.0001126811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001580853,0.000004731116,0.00002553603,0.00001474533,7.148921e-7,0.000006022122,0.00003825469,0.0003681127,0.00001242242,0.9818142,0.0085558,0.009158021],"study_design_scores_gemma":[0.000001761994,0.000001995513,0.00006305117,0.00007752136,6.793994e-7,0.00001226353,0.00004128873,0.0008512851,0.00002619658,0.9436885,0.05523308,0.00000244835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003176612,0.02780864,0.0678274,0.04861316,0.001033142,0.00004451667,0.0002154885,0.0001564034,0.8511246],"genre_scores_gemma":[0.5085082,0.08662479,0.0463684,0.01025567,0.00436765,0.0003932762,0.0004397823,0.0004573484,0.3425849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01879997,"threshold_uncertainty_score":0.06289214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393172483204455,"score_gpt":0.2289675376322565,"score_spread":0.2150358128002119,"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."}}