{"id":"W4286225072","doi":"10.1002/ecy.3821","title":"Estimates of species‐level tolerance of urban habitat in North American birds","year":2022,"lang":"en","type":"article","venue":"Ecology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario","keywords":"Habitat; Urbanization; Ecology; Geography; Range (aeronautics); Abundance (ecology); Urban ecology; Multivariate statistics; Biology; Statistics","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":[0.0004805585,0.0001942661,0.0001805807,0.001691946,0.0004205129,0.000380515,0.0002242931,0.0001278713,0.0007691965],"category_scores_gemma":[0.001244287,0.0001725258,0.0001894654,0.001181558,0.0003723761,0.0003784968,0.000427402,0.0001440421,0.00009962888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504137,"about_ca_system_score_gemma":0.0001036199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01826908,"about_ca_topic_score_gemma":0.07718024,"domain_scores_codex":[0.9998079,0.00003784809,0.00002244419,0.00006680065,0.00004816135,0.00001694163],"domain_scores_gemma":[0.9988182,0.0002285131,0.0005669541,0.0001326171,0.0001730503,0.00008058969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002982527,0.00001484654,0.9891267,0.00002171031,0.00007257559,0.00001211578,0.0004599381,0.0009683065,0.001285166,0.00005719256,0.0001754727,0.007776018],"study_design_scores_gemma":[5.527574e-7,0.000005788924,0.9989483,0.000001892928,0.000005238203,0.00001673508,0.0001298534,0.000670001,0.0000797485,0.0000279404,0.0001113117,0.000002723122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998268,0.0000433547,0.0008848478,0.000005008586,6.029958e-7,0.000004894518,0.0003180838,0.00001522218,0.000460029],"genre_scores_gemma":[0.9976856,0.00003920675,0.001438495,0.000005643617,0.000001972493,0.00001430732,0.0006857335,0.000006312755,0.0001226975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826908,"threshold_uncertainty_score":0.03632551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281924955727514,"score_gpt":0.2145739821048612,"score_spread":0.201754732547586,"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."}}