{"id":"W4408472850","doi":"10.1016/j.foreco.2025.122649","title":"Response of breeding bird communities to emerald ash borer invasion in southern Ontario hardwood forests: Pre and post-infestation","year":2025,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Ministry of Natural Resources","keywords":"Emerald ash borer; Infestation; Hardwood; Ecology; Native forest; Geography; Biology; Fraxinus; Agroforestry; Forestry; Environmental science; Agronomy","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":[0.0001664855,0.0001004641,0.0001162383,0.0002928623,0.0007505371,0.0005399457,0.0003418871,0.0002823992,0.002292692],"category_scores_gemma":[0.000743767,0.0001749491,0.0001240066,0.0002533655,0.0005633439,0.0003258087,0.0004890381,0.000289098,0.0002054762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003341824,"about_ca_system_score_gemma":0.001659781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7094601,"about_ca_topic_score_gemma":0.9513907,"domain_scores_codex":[0.9998577,0.0000186169,0.000005366429,0.00002565819,0.00002833883,0.00006430618],"domain_scores_gemma":[0.9991845,0.00008565758,0.000200152,0.00002063511,0.0001650759,0.0003440038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000313428,0.00005530987,0.9923238,0.00001417084,0.00002265097,0.0001114929,0.002610604,0.00008871046,0.00260658,0.0000434575,0.0002398858,0.001569811],"study_design_scores_gemma":[6.824266e-7,0.000007061722,0.9991574,9.371893e-7,8.36594e-7,0.000005754679,0.0007417194,0.00001440885,0.0000150358,0.000001966524,0.0000535839,5.920708e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994835,0.00001868455,0.000004741627,0.00001904686,8.22161e-7,0.000002270969,0.00006851428,4.696691e-7,0.0004018332],"genre_scores_gemma":[0.9988426,0.00002397901,0.0000132727,0.00001449742,0.000001099333,0.000003588876,0.0001044624,5.281948e-7,0.0009959703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2905399,"threshold_uncertainty_score":0.5845019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007665649368264259,"score_gpt":0.2181474199405888,"score_spread":0.2104817705723246,"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."}}