{"id":"W4404420344","doi":"10.1101/2024.11.15.623789","title":"Urban tree diversity fosters bird insectivory despite a loss in bird diversity with urbanization","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université du Québec à Montréal","funders":"","keywords":"Diversity (politics); Urbanization; Geography; Economic geography; Tree (set theory); Ecology; Biology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00021046,0.0001353433,0.0001507658,0.0002840488,0.0003169877,0.0004717553,0.00013763,0.0001270757,0.001670606],"category_scores_gemma":[0.0004310639,0.0001147103,0.0001194884,0.0002300119,0.0004114651,0.0001269292,0.0003391255,0.0001609652,0.00009375939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080947,"about_ca_system_score_gemma":0.0004515292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0235686,"about_ca_topic_score_gemma":0.05956138,"domain_scores_codex":[0.9998709,0.00003192714,0.000003821578,0.00003653901,0.00001898705,0.00003790032],"domain_scores_gemma":[0.9993679,0.00006763969,0.000245329,0.0000523616,0.0000570766,0.000209798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004014495,0.0001660382,0.966538,0.00002267135,0.00007695769,0.0001061137,0.0003799984,0.0003504237,0.02770154,0.0001672884,0.0001307136,0.003958956],"study_design_scores_gemma":[0.000001077343,0.0000304426,0.9994577,0.000001235839,0.000004876091,0.00001360169,0.00009807068,0.0001058568,0.000213856,0.00001314002,0.00005942533,7.778046e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997544,0.00002376373,0.00003628347,0.00000780472,4.560646e-7,0.000001193762,0.00001660104,0.000001832955,0.0001577118],"genre_scores_gemma":[0.9997436,0.00001756365,0.00004719567,0.000004257673,0.000001330014,0.000001684203,0.00001943488,0.000001216187,0.0001637901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0235686,"threshold_uncertainty_score":0.04686284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009634489708328026,"score_gpt":0.1738093479035477,"score_spread":0.1641748581952197,"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."}}