{"id":"W2946833156","doi":"10.1002/mrd.23174","title":"Proteomic markers of low and high fertility bovine spermatozoa separated by Percoll gradient","year":2019,"lang":"en","type":"article","venue":"Molecular Reproduction and Development","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq; Centre hospitalier de l'Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Percoll; Semen; Sperm; Andrology; Artificial insemination; Semen quality; Population; Fertility; Insemination; Genetics; Centrifugation; Biochemistry; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002038878,0.0002065885,0.0002070053,0.000580173,0.0002164805,0.0003946646,0.0001473327,0.0002047533,0.0005180229],"category_scores_gemma":[0.0001717549,0.00008867302,0.0001275821,0.0003669231,0.0001590087,0.000161566,0.000184841,0.0001520951,0.0002068924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518742,"about_ca_system_score_gemma":0.0001151908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035439,"about_ca_topic_score_gemma":0.001295916,"domain_scores_codex":[0.9999067,0.00001136074,0.00000917217,0.00002623608,0.00002329636,0.00002326763],"domain_scores_gemma":[0.9999188,0.00001318994,0.00002673308,0.00000453047,0.00001933103,0.00001747529],"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":[0.0001261211,0.00001408832,0.006848708,0.00005542345,0.00001719193,0.00006781892,0.00008705142,0.0000262569,0.990791,0.00003765656,0.00003595963,0.001892695],"study_design_scores_gemma":[0.00002294888,0.0007494772,0.8055567,0.00003720079,0.000119918,0.001229392,0.0004961636,0.001237003,0.1859859,0.0001441744,0.004401878,0.00001921417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963834,0.001542329,0.00111076,0.00002819327,0.000005974851,0.00001110134,0.0004392358,0.00001051608,0.0004684806],"genre_scores_gemma":[0.9936314,0.0008798624,0.002866183,0.00006584572,0.00001051534,0.00002420518,0.001430939,0.00000933152,0.001081684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035439,"threshold_uncertainty_score":0.002058864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005742380626362491,"score_gpt":0.2110669502551925,"score_spread":0.20532456962883,"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."}}