{"id":"W4393345761","doi":"10.1101/2024.03.27.587060","title":"The importance of visual and chemical cues in infection detection and avoidance in a freshwater fish","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Fish <Actinopterygii>; Freshwater fish; Sensory cue; Psychology; Biology; Cognitive psychology; Ecology; Communication; Fishery","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":[0.0004217169,0.0001548221,0.0001469835,0.000101637,0.00004151781,0.00008553341,0.00008887146,0.0002723382,0.00000151502],"category_scores_gemma":[0.000148433,0.0001440195,0.0000324072,0.0001630403,0.0001349277,0.000005533825,0.0002212117,0.0002831918,0.000001525473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000322637,"about_ca_system_score_gemma":0.0000706377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004236103,"about_ca_topic_score_gemma":0.0004954257,"domain_scores_codex":[0.9988798,0.00006411379,0.0003511568,0.000473919,0.00008918351,0.0001417507],"domain_scores_gemma":[0.9993725,0.00001577691,0.0001509672,0.000317238,0.0001060944,0.00003741763],"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":[0.00002521938,0.00003185374,0.03081416,0.0001732253,0.00001750795,9.310626e-7,0.000007973643,0.000003404352,0.9687755,0.00009926336,0.00004226073,0.000008714931],"study_design_scores_gemma":[0.0001518651,0.00002015755,0.163542,0.0000948126,0.00001036763,2.936728e-8,0.000002679687,0.0003848534,0.8340046,0.00000700114,0.001637983,0.0001436127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997731,0.001451501,0.00007746828,0.0001615489,0.0002830677,0.0002425054,0.00003233747,0.000018125,0.000002426096],"genre_scores_gemma":[0.9985219,0.001122191,0.00008822413,0.00003534189,0.00008361365,0.0001184619,7.521394e-7,0.00002404427,0.000005433721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347709,"threshold_uncertainty_score":0.5872945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008742435069921945,"score_gpt":0.2394947171352824,"score_spread":0.2307522820653604,"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."}}