{"id":"W4414998830","doi":"10.1051/bioconf/202518901024","title":"Computer-Assisted Semen Analysis in Indonesian Buffalo: Correlations with Plasma Membrane Integrity, DNA Fragmentation, and Acrosome Integrity","year":2025,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Insemination Center of Quebec","funders":"Lembaga Pengelola Dana Pendidikan; Badan Riset dan Inovasi Nasional","keywords":"Acrosome; Semen; Sperm; DNA fragmentation; Semen quality; Membrane integrity; Semen analysis; Motility","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":[0.0003840467,0.000183325,0.0002399494,0.0007614898,0.0001723921,0.0004123791,0.0001341462,0.0001670982,0.0006712884],"category_scores_gemma":[0.0006432809,0.0000894426,0.0001271465,0.000504025,0.0002212539,0.0002101029,0.0001571395,0.0001608296,0.00009859532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200047,"about_ca_system_score_gemma":0.0001922194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821346,"about_ca_topic_score_gemma":0.005232931,"domain_scores_codex":[0.9998226,0.00002708121,0.00001996192,0.00004835872,0.00006727897,0.00001492829],"domain_scores_gemma":[0.999645,0.00006428772,0.0001429367,0.00001861166,0.00009977361,0.00002948852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004716102,0.0001218354,0.808372,0.0001192383,0.0001198902,0.0001975193,0.0003294207,0.0003030378,0.1590351,0.00006118869,0.00009704959,0.03077215],"study_design_scores_gemma":[0.000002992367,0.0004245579,0.9830782,0.00000868949,0.00006065116,0.0004950617,0.0002002543,0.001109931,0.01428117,0.0000212982,0.0003058897,0.00001138742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998566,0.0003121993,0.0006720345,0.00001116953,0.000002633574,0.000008959536,0.0001236399,0.0000125612,0.0002908758],"genre_scores_gemma":[0.9975788,0.0002316813,0.00154295,0.00001088259,0.000003571771,0.000009647159,0.0001891732,0.000004033341,0.0004292806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002821346,"threshold_uncertainty_score":0.00560981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451502443049493,"score_gpt":0.2654537520307854,"score_spread":0.2509387276002905,"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."}}