{"id":"W4399352154","doi":"10.1371/journal.pone.0295098","title":"Reduction of coastal lighting decreases seabird strandings","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Verafin (Canada); Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Seabird; Nocturnal; Population; Threatened species; Biology; Ecology; Population decline; Morning; Petrel; Wader; Zoology; Fishery; Habitat; Predation; Demography","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":[0.0001335235,0.0001824522,0.0001863338,0.0001108798,0.0001227668,0.000240271,0.0001795002,0.0001226235,0.001841182],"category_scores_gemma":[0.0004009184,0.00007128157,0.0002752377,0.00008878623,0.0001193493,0.00007974575,0.0002226345,0.0002960599,0.0002286954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930677,"about_ca_system_score_gemma":0.0001672555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00520292,"about_ca_topic_score_gemma":0.009410571,"domain_scores_codex":[0.999877,0.00003524757,0.000009513737,0.00003039023,0.00002608277,0.00002177839],"domain_scores_gemma":[0.9996639,0.00004516024,0.0001253651,0.00002928,0.00004382657,0.00009239472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01322004,0.004416994,0.4426919,0.001385245,0.001789159,0.0002569571,0.0007626089,0.001771827,0.3175322,0.000299157,0.004484457,0.2113895],"study_design_scores_gemma":[0.00006812685,0.006136375,0.9763629,0.00003920506,0.0003095143,0.0001103477,0.0003464026,0.0003505795,0.01282318,0.00005937876,0.003383179,0.0000109835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980083,0.0005890245,0.0001907896,0.00008746613,0.00001936377,0.000005729824,0.0001592563,0.0000292288,0.0009108094],"genre_scores_gemma":[0.9977854,0.0004332841,0.000410934,0.0001173106,0.00001047903,0.00001325615,0.0002208791,0.000007266026,0.001000985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00520292,"threshold_uncertainty_score":0.01034528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723773919282325,"score_gpt":0.2399243669454069,"score_spread":0.2026866277525837,"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."}}