{"id":"W4399335308","doi":"10.1016/j.envpol.2024.124317","title":"Splitting light pollution: Wavelength effects on the activity of two sandy beach species","year":2024,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Light pollution; Daylight; Habitat; Wavelength; Ecology; Circadian rhythm; Environmental science; Biology; Nocturnal; Zoology; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006813343,0.0003031149,0.0002316763,0.00007014894,0.000390496,0.00004434456,0.0002414998,0.0001013892,0.003004247],"category_scores_gemma":[0.00002277636,0.00021596,0.0001706659,0.0001968833,0.0003473332,0.0003600161,0.0001810866,0.000369763,0.001225293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037854,"about_ca_system_score_gemma":0.00001214138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007451466,"about_ca_topic_score_gemma":0.000008541114,"domain_scores_codex":[0.9977311,0.000204519,0.0002985925,0.0004709213,0.0007339345,0.0005608638],"domain_scores_gemma":[0.9991682,0.0001382988,0.0001270718,0.0004104354,4.848926e-7,0.0001554917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001394337,0.0006157274,0.02520025,0.00009710995,0.00009253891,0.00002813527,0.001882779,0.0003025987,0.8878965,0.004318582,0.006921824,0.07250449],"study_design_scores_gemma":[0.0005017464,0.0004567503,0.7084738,0.0001168434,0.00005994645,0.00001597004,0.0001590646,0.001018844,0.2552877,0.0007119037,0.03282838,0.0003689973],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763672,0.0002880758,0.0002330418,0.007097048,0.0004203952,0.000520286,0.00003917156,0.00007506306,0.0149597],"genre_scores_gemma":[0.9962458,0.0001215918,0.0001085849,0.0005757509,0.0003233505,0.00002215664,0.00001492461,0.00003463164,0.002553223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6832736,"threshold_uncertainty_score":0.9995524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226650652199942,"score_gpt":0.2388375613821984,"score_spread":0.2265710548601989,"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."}}