{"id":"W4306849448","doi":"10.3390/land11101831","title":"Urban Avian Conservation Planning Using Species Functional Traits and Habitat Suitability Mapping","year":2022,"lang":"en","type":"article","venue":"Land","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto and Region Conservation Authority; University of Toronto","funders":"Mitacs","keywords":"Habitat; Ecology; Foraging; Geography; Biodiversity; Urbanization; Impervious surface; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003247642,0.0001970527,0.0001380785,0.0019923,0.0002970126,0.0004346578,0.0002112817,0.00009201846,0.001236635],"category_scores_gemma":[0.0008258834,0.0001333587,0.0001692748,0.001674713,0.0001617758,0.00018434,0.0002348676,0.00007512754,0.0001207122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000596393,"about_ca_system_score_gemma":0.0004750204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1105484,"about_ca_topic_score_gemma":0.3127409,"domain_scores_codex":[0.9998689,0.00004446641,0.000007917615,0.00004231398,0.00001874758,0.00001778179],"domain_scores_gemma":[0.99963,0.0001005596,0.000120454,0.00003297479,0.00007043558,0.00004553148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008492291,0.00004960856,0.9137614,0.00008621634,0.0001107593,0.00009635461,0.0004993243,0.009512667,0.003019922,0.0003497759,0.001055109,0.07137395],"study_design_scores_gemma":[0.000002824669,0.00001970772,0.9876066,0.00000992883,0.00001547866,0.00005639482,0.0004166614,0.01085589,0.0002348032,0.000146146,0.0006290136,0.000006536503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862175,0.0001283012,0.009245995,0.00004446052,0.000001660339,0.0000866948,0.001551285,0.000070305,0.00265386],"genre_scores_gemma":[0.9853981,0.00005198826,0.01325902,0.000005819364,0.000001566616,0.00004421305,0.0008155309,0.00000619122,0.0004176623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105484,"threshold_uncertainty_score":0.2198099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07191087610939685,"score_gpt":0.2402183112625919,"score_spread":0.168307435153195,"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."}}