{"id":"W4416390068","doi":"10.3390/biomimetics10110784","title":"Are Ecosystem Services Replaceable by Technology Yet? Bio-Inspired Technologies for Ecosystem Services: Challenges and Opportunities","year":2025,"lang":"en","type":"article","venue":"Biomimetics","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Calgary; University of Guelph","funders":"Government of Canada; Australian Government","keywords":"Ecosystem services; Adaptation (eye); Ecosystem; Work (physics); Emerging technologies; Climate change","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01332719,0.000924589,0.001153255,0.004561523,0.002614767,0.01270031,0.00136321,0.002516863,0.004629999],"category_scores_gemma":[0.02676943,0.000463296,0.0009518203,0.006220641,0.01202847,0.02829716,0.004710834,0.003247096,0.001004408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003592968,"about_ca_system_score_gemma":0.004581321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823936,"about_ca_topic_score_gemma":0.00280958,"domain_scores_codex":[0.9916128,0.003675458,0.0004846999,0.0010369,0.002720552,0.000469553],"domain_scores_gemma":[0.9750685,0.01658661,0.002579993,0.002882815,0.002318722,0.0005633745],"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":[0.0001694363,0.00009119474,0.02408226,0.004729276,0.0002362393,0.0006804464,0.01260866,0.003767102,0.005522607,0.5352108,0.00456574,0.4083363],"study_design_scores_gemma":[0.00001848814,0.000162876,0.02251469,0.003717597,0.0002040693,0.0008105925,0.024933,0.005112233,0.003908362,0.6938158,0.2446807,0.0001215903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.316929,0.1762926,0.1888454,0.1508909,0.001631739,0.0001734942,0.001371283,0.0003919236,0.1634738],"genre_scores_gemma":[0.8912251,0.05259277,0.04618411,0.005703388,0.0004992551,0.000208247,0.0002963028,0.0001427713,0.003148178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332719,"threshold_uncertainty_score":0.07048178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306749369888485,"score_gpt":0.2465065158942777,"score_spread":0.2158315789054293,"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."}}