{"id":"W4210931427","doi":"10.1002/ecs2.3918","title":"The socioeconomic status of cities covaries with avian life‐history strategies","year":2022,"lang":"en","type":"article","venue":"Ecosphere","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Socioeconomic status; Passerine; Geography; Urban sprawl; Urbanization; Ecology; Ecosystem; Urban ecosystem; Biology; Urban planning; Demography; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001286171,0.00006108378,0.00007504151,0.00000328434,0.0004165042,0.0000118188,0.0001528483,0.00001967205,0.02838492],"category_scores_gemma":[0.000008221906,0.00004793281,0.00002146878,0.00002793033,0.0004240673,0.0001531885,0.00009257699,0.0001118767,0.0001901567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190996,"about_ca_system_score_gemma":0.0001824002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00088628,"about_ca_topic_score_gemma":0.003918326,"domain_scores_codex":[0.999446,0.00006181617,0.000115305,0.0001099447,0.00008743627,0.000179522],"domain_scores_gemma":[0.9996369,0.00008803714,0.0001016749,0.0001367689,0.000003495579,0.00003310822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227154,0.00003830782,0.6463179,0.000005886808,0.00004400932,0.000002670587,0.002887576,0.00812942,0.00002462627,0.01043945,0.330938,0.001049465],"study_design_scores_gemma":[0.0001731238,0.0001333774,0.782734,7.58178e-7,0.000008119982,0.000001903133,0.01225834,0.0001333537,0.000006962768,0.002227991,0.2022425,0.00007958697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306471,0.0004041203,0.00001687386,0.0005806587,0.0001662756,0.00008120887,0.000007391495,0.00001817092,0.06807818],"genre_scores_gemma":[0.9930462,0.00003348491,0.0001054503,0.0005030835,0.00001310345,0.00004894412,0.00000512396,0.000006666909,0.006237948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1364161,"threshold_uncertainty_score":0.9725032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008420623537799186,"score_gpt":0.1810416965157682,"score_spread":0.172621072977969,"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."}}