{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001490119,0.0001161514,0.0002076094,0.000192886,0.00005506913,0.00003320519,0.0001068853,0.0001329049,0.00001218163],"category_scores_gemma":[0.00001777892,0.00009255097,0.00004293417,0.0004451432,0.0001796723,0.000005569284,0.00006579422,0.000111682,3.918659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007827694,"about_ca_system_score_gemma":0.0003131057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002942303,"about_ca_topic_score_gemma":0.003010467,"domain_scores_codex":[0.9991816,0.00005639349,0.0002455303,0.0003174414,0.0000943018,0.0001047447],"domain_scores_gemma":[0.99952,0.0000160207,0.0001085147,0.0001655618,0.0001579591,0.00003192027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001164647,0.0001212794,0.9108381,0.00003539019,0.0003483982,7.051027e-7,0.00006860954,0.0001151699,0.08376866,0.001357932,0.00005814915,0.0031712],"study_design_scores_gemma":[0.0006490966,0.0003137628,0.919073,0.00004829916,0.0001662088,0.000002766842,0.0005238875,0.002206572,0.07560964,0.00006882507,0.001193993,0.0001439167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948117,0.0001877163,0.003526649,0.0003486006,0.00007593568,0.0001441951,0.00001540138,0.000006473111,0.0008833685],"genre_scores_gemma":[0.998625,0.0002495538,0.000760072,0.00002484036,0.00003316278,0.000009751341,0.0001366562,0.000003488992,0.0001574243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008234988,"threshold_uncertainty_score":0.3774119,"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."}}