{"id":"W4406560626","doi":"10.1016/j.anireprosci.2024.107688","title":"Acute epididymal heat stress impacts bovine sperm and seminal plasma proteome","year":2025,"lang":"en","type":"article","venue":"Animal Reproduction Science","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Heat stress; Sperm; Epididymis; Andrology; Proteome; Semen; Cell biology; Biology; Chemistry; Bioinformatics; Medicine; Animal science","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":[0.0006213941,0.0001266263,0.0001757454,0.0002494329,0.0002754266,0.00007379886,0.00008183149,0.00004636807,0.00006489152],"category_scores_gemma":[0.001273918,0.0001028564,0.00003545213,0.001053316,0.0004717354,0.0005100002,0.00008503465,0.0001595077,0.00002258333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034959,"about_ca_system_score_gemma":0.0002886186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006740063,"about_ca_topic_score_gemma":0.000004123303,"domain_scores_codex":[0.998312,0.00001436388,0.000194011,0.0007928199,0.000396072,0.0002907648],"domain_scores_gemma":[0.9990984,0.00002176331,0.00004070699,0.000425552,0.0002539344,0.0001596233],"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":[0.0006346705,0.00009772054,0.04161052,0.00006117157,0.00002260469,0.00003918362,0.0001005989,0.000003757355,0.949972,0.0005216602,0.0003161167,0.006620014],"study_design_scores_gemma":[0.0005962781,0.0009874871,0.4819787,0.0001366254,0.000108801,0.001031272,0.0001175775,0.0008411756,0.5123733,0.00005777929,0.001651174,0.0001198535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919662,0.0001947246,0.0001669445,0.003914465,0.0004498984,0.0003939835,0.000003316392,0.00008981429,0.002820589],"genre_scores_gemma":[0.9969678,0.00004936427,0.0008751549,0.0001491981,0.0003068357,0.0000137148,0.000004094191,0.000006473458,0.001627363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403682,"threshold_uncertainty_score":0.419436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487791562068245,"score_gpt":0.3061924697985772,"score_spread":0.2913145541778947,"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."}}