{"id":"W4412411443","doi":"10.1093/conphys/coaf046","title":"Sex-dependent shifts in visual detection thresholds under turbid conditions in an African cichlid","year":2025,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Ohio State University; National Science Foundation","keywords":"Turbidity; Biology; Cichlid; Population; Ecology; Zoology; Fish <Actinopterygii>; Fishery; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001740351,0.0001984338,0.0001603728,0.0003184938,0.0003226238,0.0002744617,0.0001742331,0.0002126648,0.001046943],"category_scores_gemma":[0.0004873565,0.0001677765,0.0001119134,0.0001312304,0.0003112309,0.0001405282,0.0002925221,0.0003124773,0.00009189333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002782696,"about_ca_system_score_gemma":0.0001534175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003515509,"about_ca_topic_score_gemma":0.007940428,"domain_scores_codex":[0.9999036,0.000009540466,0.000009336452,0.00003501552,0.00002390537,0.00001867833],"domain_scores_gemma":[0.9995494,0.00008495549,0.0001853738,0.00002645417,0.00008857374,0.00006516776],"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":[0.0008993297,0.0001702052,0.2449076,0.0000865006,0.00003602032,0.0003282576,0.001162765,0.0001762854,0.7456506,0.0000627213,0.0001040268,0.006415661],"study_design_scores_gemma":[0.000005076678,0.0003108477,0.988735,0.000005781025,0.00001199112,0.000110579,0.0003881446,0.0001539725,0.01011694,0.00001997397,0.0001352063,0.000006433595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999837,0.00001804943,0.0000266068,0.000004637165,7.466781e-7,0.000001893476,0.00002955039,8.931752e-7,0.0000806309],"genre_scores_gemma":[0.9993129,0.00002639333,0.0002119871,0.00002269937,9.350825e-7,0.00001020974,0.00005465889,0.000001567901,0.0003586572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003515509,"threshold_uncertainty_score":0.006990075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340680535438855,"score_gpt":0.2739114314933991,"score_spread":0.2605046261390105,"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."}}