{"id":"W4391800311","doi":"10.1111/jav.03189","title":"Structural and socioeconomic features of cities predict migratory bird species richness","year":2024,"lang":"en","type":"article","venue":"Journal of Avian Biology","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Species richness; Urbanization; Habitat; Ecology; Socioeconomic status; Body size and species richness; Disturbance (geology); Geography; Urban ecology; Census; Wildlife; Biodiversity; Biology; Seasonal breeder; Population; Demography","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":[0.0002400578,0.0001826966,0.0001195646,0.0005594,0.0003110544,0.0006681969,0.0001583861,0.0002219761,0.002931362],"category_scores_gemma":[0.001249469,0.0001922781,0.0003955213,0.0005747164,0.0003090892,0.0003473683,0.0004900944,0.0002552684,0.0003146617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094955,"about_ca_system_score_gemma":0.0001691473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0226659,"about_ca_topic_score_gemma":0.05647613,"domain_scores_codex":[0.9998723,0.00003580931,0.00001167631,0.00002885432,0.00001694909,0.00003440445],"domain_scores_gemma":[0.9989101,0.0002786497,0.0004202869,0.00008406764,0.0000833929,0.0002235712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001972134,0.000014944,0.9981624,0.000003767603,0.00003695075,0.00001968169,0.00005339477,0.0006292491,0.0001542769,0.00004303323,0.00008117517,0.0007813459],"study_design_scores_gemma":[8.850653e-7,0.000007006129,0.9988579,0.000001869921,0.000007564899,0.00001188888,0.0001319744,0.0008542337,0.00001930595,0.00001990071,0.00008618216,0.000001419177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990423,0.00002957627,0.0001373687,0.00002772856,0.000001527036,0.000002746167,0.0002137052,0.000003898485,0.0005410539],"genre_scores_gemma":[0.9995434,0.00001840861,0.0001027448,0.000003951449,0.000001331749,0.000002093154,0.0001918844,0.000001642136,0.0001344948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226659,"threshold_uncertainty_score":0.04506791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007552694663648628,"score_gpt":0.2140607322699603,"score_spread":0.2065080376063116,"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."}}