{"id":"W4407859052","doi":"10.1038/s42003-025-07643-6","title":"Road noise exposure over development increases baseline auditory activity and decision-making time in adult crickets","year":2025,"lang":"en","type":"article","venue":"Communications Biology","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College; University of Windsor; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada","keywords":"Baseline (sea); Noise exposure; Noise (video); Audiology; Environmental science; Medicine; Biology; Computer science; Fishery; Artificial intelligence; Hearing loss","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002974592,0.0001320065,0.0001607456,0.000115357,0.0002046999,0.00001449739,0.0006517189,0.0001953673,0.00003868899],"category_scores_gemma":[0.0004989792,0.0001277171,0.00003664854,0.0001613712,0.0002305738,0.000006705512,0.001141995,0.0001790414,0.00001488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003591947,"about_ca_system_score_gemma":0.0001435956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006988589,"about_ca_topic_score_gemma":0.0009627946,"domain_scores_codex":[0.9989897,0.0003100571,0.0002611539,0.0002497566,0.0000391661,0.0001501409],"domain_scores_gemma":[0.9983416,0.0002227396,0.00007927883,0.001195206,0.0001209051,0.00004022969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002662679,0.0007939888,0.09544296,0.00001439375,0.00004874709,8.208954e-7,0.00007836276,0.000003692829,0.3134225,0.000612775,0.002068902,0.5872466],"study_design_scores_gemma":[0.0009802984,0.0001448983,0.9170337,0.000151516,0.00002926671,0.000006197121,0.00009193659,0.0008616807,0.004978938,0.0004107012,0.07495452,0.000356318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994835,0.002179543,0.001348492,0.0003364154,0.00003726836,0.0001670292,0.00001479474,0.00001912105,0.001062402],"genre_scores_gemma":[0.9884707,0.0008912952,0.009684476,0.0005537781,0.00001992151,0.00007655151,0.0001514058,0.000008284381,0.0001435285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8215908,"threshold_uncertainty_score":0.5208153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600730665804797,"score_gpt":0.328252175252523,"score_spread":0.312244868594475,"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."}}