{"id":"W3111644541","doi":"10.1093/biosci/biaa141","title":"A Research Agenda for Urban Biodiversity in the Global Extinction Crisis","year":2020,"lang":"en","type":"article","venue":"BioScience","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Australian Research Council; Australian Government; National Science Foundation","keywords":"Biodiversity; Urbanization; Ecosystem services; Geography; Environmental resource management; Extinction (optical mineralogy); Urban ecology; Environmental planning; Urban ecosystem; Measurement of biodiversity; Ecosystem; Ecology; Biodiversity conservation; Biology; Environmental science","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":[0.01183463,0.0008045776,0.001011264,0.003252675,0.006661465,0.01444617,0.002597672,0.01709245,0.02688697],"category_scores_gemma":[0.01101108,0.0003644703,0.0007597202,0.003937344,0.01333075,0.02141149,0.01299609,0.007691654,0.002110337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00675505,"about_ca_system_score_gemma":0.0165229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005437491,"about_ca_topic_score_gemma":0.005932284,"domain_scores_codex":[0.9952672,0.003110525,0.0001158244,0.0003097834,0.0004602496,0.0007365889],"domain_scores_gemma":[0.9856622,0.007392603,0.0007251736,0.0007100821,0.002646553,0.002863354],"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":[0.0000568318,0.0001060431,0.001329875,0.0006913982,0.00001860434,0.0003420785,0.00420322,0.001495659,0.0001755548,0.797436,0.152067,0.0420777],"study_design_scores_gemma":[0.00001736992,0.00004010641,0.001225085,0.002187953,0.00001974087,0.0001721286,0.03432127,0.001143622,0.0001323546,0.4425867,0.5181184,0.00003522984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003560679,0.02966681,0.00287247,0.9240924,0.004789028,0.00003332533,0.0001218056,0.00004720508,0.03481622],"genre_scores_gemma":[0.5298451,0.1822803,0.01797181,0.1910126,0.0293129,0.0007162893,0.000899098,0.0001421111,0.04781983],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02688697,"threshold_uncertainty_score":0.08994585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0911575097432109,"score_gpt":0.3077076049835734,"score_spread":0.2165500952403625,"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."}}