{"id":"W4379165389","doi":"10.2139/ssrn.4467119","title":"A Soy Lecithin Nanoparticles-Based Extender Effectively Cryopreserved Holstein Bull Sperm","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Extender; Cryopreservation; Soy protein; Soy milk; Sperm; Semen cryopreservation; Chemistry; Food science; Lecithin; Andrology; Biology; Chromatography; Fishery; Medicine","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":[0.0001462577,0.0002476393,0.000207418,0.0001411077,0.0001216878,0.000217852,0.0001480208,0.000279109,0.0007948061],"category_scores_gemma":[0.0001045907,0.00007285475,0.0002413494,0.00007164766,0.0001287803,0.0001989316,0.0001580305,0.000292247,0.000182682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476669,"about_ca_system_score_gemma":0.0002031957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101707,"about_ca_topic_score_gemma":0.002928143,"domain_scores_codex":[0.9999361,0.000006261328,0.000005344515,0.00002315105,0.00001870136,0.00001037365],"domain_scores_gemma":[0.9999521,0.0000130628,0.00001188745,0.000004808428,0.000008672563,0.000009429306],"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":[0.00006218005,0.00001470836,0.00008537813,0.00002678261,0.00000505147,0.00002322329,0.000009852077,0.00005529037,0.9976853,0.00002087074,0.00001843727,0.001992891],"study_design_scores_gemma":[0.000005247012,0.0003754642,0.001739037,0.000003780135,0.00003015766,0.00004806018,0.00001397336,0.000320222,0.9956688,0.000009423658,0.001781821,0.000004093257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920167,0.001973897,0.004551085,0.00007382649,0.00006003426,0.00002687993,0.0002060774,0.00007252122,0.00101904],"genre_scores_gemma":[0.9843836,0.001250949,0.005742433,0.00005997809,0.00002219871,0.00001947137,0.0003296565,0.00003139666,0.008160411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00101707,"threshold_uncertainty_score":0.002658844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166709435833905,"score_gpt":0.2850924435859002,"score_spread":0.2534253492275612,"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."}}