{"id":"W4403929816","doi":"10.1016/j.anbehav.2024.09.008","title":"Navigating the night: effects of artificial light on the behaviour of Atlantic puffin fledglings","year":2024,"lang":"en","type":"article","venue":"Animal Behaviour","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Zoo; Environment and Climate Change Canada; Trent University","funders":"","keywords":"Fishery; Biology; Artificial light; Zoology; Ecology; Geography; Demography; Sociology; Physics; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004885964,0.0002222114,0.0002703711,0.00001435952,0.0002134517,0.00004504417,0.0005043857,0.00007088112,0.0006949856],"category_scores_gemma":[0.0001094706,0.0001230091,0.0002043869,0.0004203379,0.00022947,0.00009000356,0.0004875264,0.0004931822,0.0002849833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006503565,"about_ca_system_score_gemma":0.00001256223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003811126,"about_ca_topic_score_gemma":0.0008352444,"domain_scores_codex":[0.9982722,0.000109867,0.0004258498,0.0003506952,0.0005272322,0.0003140997],"domain_scores_gemma":[0.9990513,0.0003992775,0.0001448786,0.0003397597,0.00001681334,0.00004801948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008760954,0.0004664463,0.9055315,0.0002266795,0.00008249849,0.0002315856,0.003278001,0.00001113583,0.06490317,0.006167627,0.005741058,0.01327271],"study_design_scores_gemma":[0.0001071717,0.0007585359,0.9365705,0.0004888977,0.000255102,0.00002137939,0.0003295406,0.0001792992,0.05980059,0.0002189437,0.001024676,0.000245394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959612,0.0003638797,0.000003735071,0.001581226,0.0001761792,0.0004674052,0.000006588592,0.00004329006,0.001396518],"genre_scores_gemma":[0.9995015,0.00003542987,0.00004128697,0.0001465097,0.0000599766,0.00004458152,0.000002138609,0.00002758278,0.0001409873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.031039,"threshold_uncertainty_score":0.7609605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139691765647477,"score_gpt":0.2607457367939269,"score_spread":0.2467765602291792,"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."}}