{"id":"W2108397748","doi":"10.1111/j.1365-2664.2011.02041.x","title":"Are the negative effects of roads on breeding birds caused by traffic noise?","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Abundance (ecology); Traffic noise; Noise (video); Transect; Ecology; Geography; Road traffic; Wildlife; Environmental science; Biology; Transport engineering; Computer science; Noise reduction; Engineering","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":[0.002656796,0.0006552369,0.001009482,0.0007351955,0.0004020461,0.001250893,0.001169825,0.00114838,0.007109345],"category_scores_gemma":[0.01042674,0.0002441832,0.0006774615,0.0007362314,0.001391467,0.001281403,0.0004359242,0.0007172258,0.0007815485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006861757,"about_ca_system_score_gemma":0.0008173894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007337285,"about_ca_topic_score_gemma":0.008177391,"domain_scores_codex":[0.9991065,0.0003790714,0.0001186815,0.000162865,0.0001795774,0.00005339555],"domain_scores_gemma":[0.9864808,0.007283925,0.002328904,0.0005119398,0.003105899,0.0002884804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004017001,0.0003413795,0.6929531,0.01847411,0.002582902,0.00157841,0.00109909,0.004501749,0.006208066,0.004717615,0.0123637,0.251163],"study_design_scores_gemma":[0.0001094246,0.0008871308,0.9495572,0.0041171,0.00294626,0.001288802,0.005966517,0.003319277,0.003292889,0.01188375,0.01652691,0.0001045984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7264878,0.2007613,0.009008962,0.03364012,0.003036882,0.0001756362,0.003033177,0.0001759715,0.02368028],"genre_scores_gemma":[0.9700162,0.02394948,0.0009656047,0.00197284,0.001571442,0.00003805737,0.0004162909,0.00001126258,0.001058719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007337285,"threshold_uncertainty_score":0.02378315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239606657256374,"score_gpt":0.211621813092745,"score_spread":0.1992257465201813,"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."}}