{"id":"W4408297904","doi":"10.1051/bioconf/202516601005","title":"Multisensory integration in Drosophila","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Drosophila (subgenus); Multisensory integration; Biology; Evolutionary biology; Communication; Computer science; Neuroscience; Psychology; Genetics; Perception","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":[0.0001000348,0.00006545543,0.0001369555,0.0002054017,0.00003810703,0.000007811093,0.0002180107,0.00007796835,0.00008507435],"category_scores_gemma":[0.00049585,0.0000515835,0.00002698958,0.0002650269,0.0004124494,0.00005850345,0.00004546652,0.0001557593,0.00001803728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005456828,"about_ca_system_score_gemma":0.0003075011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002017916,"about_ca_topic_score_gemma":0.00003983087,"domain_scores_codex":[0.9992402,0.0001967549,0.0001670532,0.0002096418,0.00005574748,0.000130604],"domain_scores_gemma":[0.9994023,0.000389023,0.00004081637,0.0001210773,0.00003253087,0.00001427476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004852082,0.00004848136,0.02373669,0.000007076477,0.000001004195,0.000002133595,0.00002000402,0.000001099783,0.8947066,0.07927708,0.000106056,0.002045271],"study_design_scores_gemma":[0.0002239793,0.0000764197,0.1267124,0.00003915982,0.000001215586,7.448669e-7,0.00003063924,0.0004041538,0.8656109,0.006262666,0.0005935346,0.0000442301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523218,0.000030223,0.000007415665,0.0005596891,0.0001822313,0.0001091992,0.000003974356,0.00001668674,0.04676874],"genre_scores_gemma":[0.9990554,0.0001196028,0.000008161502,0.0002505251,0.00001003829,0.00001091087,0.000001509166,0.000001508048,0.0005423085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029757,"threshold_uncertainty_score":0.2103514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06056262813338763,"score_gpt":0.3337642034170253,"score_spread":0.2732015752836377,"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."}}