{"id":"W4225256901","doi":"10.1016/j.cryobiol.2022.04.005","title":"Freezability biomarkers in the epididymal spermatozoa of swamp buffalo","year":2022,"lang":"en","type":"article","venue":"Cryobiology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Chiang Mai University; Canadian Mennonite University","keywords":"Andrology; Sperm; Epididymis; Biology; Semen; Lipid peroxidation; Western blot; Cryopreservation; Chemistry; Oxidative stress; Anatomy; Biochemistry; Cell biology; Embryo; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002494039,0.0002495064,0.0003917677,0.000602529,0.0004048667,0.0008634824,0.0002265521,0.0004121916,0.002770502],"category_scores_gemma":[0.0004536091,0.0001515483,0.0001742502,0.0004555582,0.0004506638,0.0004689448,0.000434982,0.0003608246,0.0002085345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132023,"about_ca_system_score_gemma":0.0004862496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005291175,"about_ca_topic_score_gemma":0.00539115,"domain_scores_codex":[0.9998931,0.00001412012,0.000008050989,0.00003069997,0.00002917949,0.00002476381],"domain_scores_gemma":[0.999826,0.00002367551,0.00004412917,0.000006970792,0.00006152568,0.00003781774],"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":[0.002304767,0.0002464327,0.477097,0.0004948484,0.0002935416,0.0004530817,0.001918193,0.0002852524,0.4966683,0.0005365675,0.0004735562,0.01922842],"study_design_scores_gemma":[0.0000272313,0.001296753,0.9303656,0.00007045521,0.0002038545,0.0007309932,0.002173586,0.0007969552,0.06051865,0.0004666841,0.003316041,0.00003321682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968981,0.001618662,0.0004031088,0.00004745008,0.000012395,0.00001279944,0.0003435015,0.000006237663,0.0006577954],"genre_scores_gemma":[0.9945781,0.0008607749,0.0005602993,0.00007308897,0.00001811366,0.00002888717,0.0003883366,0.00000797349,0.003484457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005291175,"threshold_uncertainty_score":0.01052076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929534376694103,"score_gpt":0.2614649121281903,"score_spread":0.2421695683612493,"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."}}