{"id":"W4311615141","doi":"10.3389/fevo.2022.1058584","title":"Differential effects of anthropogenic noise and vegetation cover on the breeding phenology and success of two urban passerines","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Sorbonne Université; Muséum National d'Histoire Naturelle","keywords":"Cyanistes; Avian clutch size; Ecology; Fledge; Parus; Nest (protein structural motif); Occupancy; Reproductive success; Vegetation (pathology); Noise pollution; Biology; Population; Geography; Hatching; Reproduction; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000743166,0.0000540059,0.0001037773,0.00003678479,0.0001059663,0.000001967453,0.00005981695,0.00005369606,0.00000476625],"category_scores_gemma":[0.00003170016,0.00004621481,0.00001449501,0.00004243196,0.0002545522,0.00000390348,0.0001237178,0.00007868905,5.698613e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001182192,"about_ca_system_score_gemma":0.00001121489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922498,"about_ca_topic_score_gemma":0.00003363567,"domain_scores_codex":[0.9995383,0.0001360573,0.0001052017,0.0001148626,0.00003315107,0.00007242148],"domain_scores_gemma":[0.9997872,0.00003056262,0.00007206187,0.00008111229,0.00001627933,0.00001274717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001776046,0.00007017429,0.8421621,0.00002756207,0.00001787929,3.111543e-7,0.00008243554,0.0000184458,0.1558393,0.0008731023,0.0001491343,0.000581894],"study_design_scores_gemma":[0.0006778539,0.0007688426,0.9858358,0.000005396246,0.00002719197,0.000004470871,0.0001793114,0.0006649588,0.01144952,0.0002588572,0.0000765685,0.000051264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977834,0.001226764,0.0005465064,0.0001069641,0.0001824241,0.0001241163,0.00000331091,0.000001775097,0.00002478132],"genre_scores_gemma":[0.9995232,0.000285337,0.00008318827,0.00003381548,0.00001414362,0.00002333575,0.00001290455,0.00000350108,0.000020596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443898,"threshold_uncertainty_score":0.1884585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006548448907795115,"score_gpt":0.2367526281111301,"score_spread":0.230204179203335,"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."}}