{"id":"W4311232382","doi":"10.1111/rda.14302","title":"Melatonin improves post‐thaw sperm quality after mild testicular heat stress in rams","year":2022,"lang":"en","type":"article","venue":"Reproduction in Domestic Animals","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education – Kingdom of Saudi Arabi","keywords":"Melatonin; Sperm; Acrosome; Semen; Andrology; Heat stress; Animal science; Membrane integrity; Corn oil; Biology; Heat index; Sperm motility; Endocrinology; Medicine; Biochemistry","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":[0.0001912412,0.0002391003,0.000316082,0.0001797143,0.0001691231,0.0001958829,0.0001858187,0.000243066,0.0009418776],"category_scores_gemma":[0.0001765102,0.0001182415,0.000228969,0.00007014669,0.0001848686,0.0001752245,0.0001499154,0.0003925897,0.0001524433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274517,"about_ca_system_score_gemma":0.00015312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084275,"about_ca_topic_score_gemma":0.00274807,"domain_scores_codex":[0.9999323,0.00001295163,0.000006411871,0.00001372043,0.00001421539,0.00002037244],"domain_scores_gemma":[0.9998484,0.00001208153,0.00004322356,0.00001288467,0.00001729141,0.00006612256],"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":[0.01113404,0.0009134861,0.01296778,0.0001442179,0.00006758624,0.0001922879,0.0002074945,0.0001127562,0.9627993,0.00002183816,0.0001903784,0.01124885],"study_design_scores_gemma":[0.0007517423,0.09376667,0.6172979,0.0000525467,0.0002843971,0.0005221438,0.001184686,0.001376226,0.281484,0.0001413525,0.003095045,0.00004318097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994055,0.0003261357,0.00008200845,0.00002464662,0.00001571079,0.000009107116,0.0000497092,0.00001037088,0.00007668204],"genre_scores_gemma":[0.9977368,0.0003867533,0.0002519028,0.00006205157,0.00001749052,0.00002850516,0.0002189941,0.000005219262,0.001292253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084275,"threshold_uncertainty_score":0.00315088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013904136207532,"score_gpt":0.2536057091270729,"score_spread":0.2397015729195409,"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."}}