{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003915559,0.0001915916,0.0002136585,0.0006256013,0.0004197763,0.0008316371,0.0003038661,0.0002950528,0.004232263],"category_scores_gemma":[0.002889903,0.0001858577,0.0003237842,0.0009193495,0.000354995,0.0004521352,0.0006428794,0.000366515,0.0003503676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997498,"about_ca_system_score_gemma":0.0001875188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143558,"about_ca_topic_score_gemma":0.03236061,"domain_scores_codex":[0.9997023,0.00007589594,0.00002939682,0.00008984402,0.00003901539,0.00006351506],"domain_scores_gemma":[0.9971094,0.0006757712,0.001179065,0.0002932693,0.0002099124,0.0005326597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002654265,0.000009418155,0.9987524,0.000004867276,0.00008378698,0.00002550893,0.00007146227,0.0001187669,0.00009631479,0.00004657541,0.0001314307,0.0006328758],"study_design_scores_gemma":[6.515185e-7,0.000006477545,0.9995323,0.000002666245,0.000008922796,0.00001584926,0.000127224,0.0001867051,0.00001441064,0.00002653608,0.00007690005,0.000001348822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986778,0.00005561076,0.00009767833,0.00004676335,0.000004961901,0.000001902045,0.0006090623,0.000003569185,0.0005026868],"genre_scores_gemma":[0.9995196,0.00001674895,0.00004363754,0.000005723825,0.000002417775,0.000001619769,0.0003081309,0.000002038463,0.0001002353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0143558,"threshold_uncertainty_score":0.02854449,"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."}}