{"id":"W4285261195","doi":"10.1007/978-3-030-89340-8_15","title":"Sperm Redox System Equilibrium: Implications for Fertilization and Male Fertility","year":2022,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Glutathione Transferases and Polymorphisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Fertility; Human fertilization; Sperm; Andrology; Biology; Demography; Medicine; Agronomy; Sociology; Population","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":[0.0005548359,0.0001991195,0.0003900141,0.0004677532,0.0003307371,0.0007419289,0.0003893219,0.0006008596,0.002327625],"category_scores_gemma":[0.0006607285,0.0001665552,0.0001727449,0.0003765442,0.0003422067,0.0004556237,0.0003461394,0.0004877186,0.0002352479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803854,"about_ca_system_score_gemma":0.0002886736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005882949,"about_ca_topic_score_gemma":0.0004179175,"domain_scores_codex":[0.9998548,0.00005950759,0.000008698846,0.00004260439,0.00001781861,0.00001661638],"domain_scores_gemma":[0.9998243,0.00006403685,0.00004068861,0.00001144292,0.00003085512,0.00002867452],"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":[0.005443888,0.0004090612,0.2274581,0.0005243901,0.0006497598,0.001149303,0.0008439672,0.001737568,0.6064743,0.05274555,0.001747722,0.1008163],"study_design_scores_gemma":[0.000200132,0.002703061,0.6261137,0.0001213028,0.0006906676,0.004693893,0.002299145,0.007864436,0.2798474,0.05371717,0.02163759,0.000111522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534146,0.0230837,0.01431957,0.003205513,0.0001979207,0.00003095283,0.0005872917,0.00008608635,0.005074389],"genre_scores_gemma":[0.994766,0.002359962,0.001317771,0.0001163691,0.00004657969,0.000007763068,0.0001055959,0.000006411085,0.001273511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002327625,"threshold_uncertainty_score":0.007786691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460806291472997,"score_gpt":0.3351926894242703,"score_spread":0.3105846265095404,"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."}}