{"id":"W6886031915","doi":"10.14288/1.0400170","title":"Tree Ecosystem Services Analysis Platform","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthophoto; Ecosystem services; Lidar; Tree (set theory); Cluster analysis; Pipeline (software); Afforestation; Deliverable; Land cover; Visualization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001545168,0.001099437,0.0005745543,0.00204485,0.0009772694,0.003137989,0.001740596,0.0006479056,0.05565795],"category_scores_gemma":[0.003467725,0.0004973566,0.0009106151,0.001952195,0.0003370079,0.003387098,0.002922307,0.001701489,0.03884139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344246,"about_ca_system_score_gemma":0.002457492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841023,"about_ca_topic_score_gemma":0.02624353,"domain_scores_codex":[0.9989001,0.0001144628,0.00007038656,0.0002197128,0.0005654144,0.0001299648],"domain_scores_gemma":[0.9984285,0.0002364602,0.00008057031,0.0002521483,0.00076873,0.0002335498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005398825,0.0001957312,0.005544257,0.0005698118,0.00009122977,0.0003061837,0.001048284,0.003072071,0.007437012,0.02042388,0.8296876,0.131084],"study_design_scores_gemma":[0.0001054628,0.00007776027,0.007583775,0.0001350585,0.00004658771,0.0002035193,0.0004473431,0.03187222,0.005258054,0.01816668,0.9359655,0.0001379991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.02119354,0.0009357317,0.203641,0.002503889,0.0006697987,0.00232375,0.2121267,0.3712927,0.1853129],"genre_scores_gemma":[0.1138569,0.00133123,0.3029704,0.002857914,0.0002508227,0.003919353,0.3992368,0.0677727,0.1078038],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05565795,"threshold_uncertainty_score":0.1861944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00772320814171652,"score_gpt":0.1705683354508077,"score_spread":0.1628451273090912,"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."}}