{"id":"W4311309815","doi":"10.1016/j.anireprosci.2022.107140","title":"New insights in testicular and sperm impacts after testicular heat stress in ruminants","year":2022,"lang":"en","type":"article","venue":"Animal Reproduction Science","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sperm; Andrology; Sperm motility; Motility; Spermatogenesis; Sperm quality; Biology; Heat stress; Scrotum; Animal science; Anatomy; Medicine; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006692558,0.0001382362,0.0001989567,0.0004966654,0.0001634459,0.00004463385,0.00009178126,0.00003114388,0.0001589192],"category_scores_gemma":[0.001783467,0.0001234536,0.00002676082,0.001988206,0.0001995792,0.0004738813,0.0001523553,0.0002632848,0.00001191922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000270239,"about_ca_system_score_gemma":0.0003636692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008319766,"about_ca_topic_score_gemma":0.00007321488,"domain_scores_codex":[0.9978421,0.00004185849,0.0002588905,0.0008821962,0.000644408,0.0003305004],"domain_scores_gemma":[0.9992062,0.00003510951,0.00004157433,0.0004278272,0.00008946763,0.0001998185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000341138,0.000271285,0.7161561,0.00003923791,0.000003530458,0.0006925983,0.0009150075,0.0002695431,0.2785297,0.0001142371,0.00006291248,0.002604747],"study_design_scores_gemma":[0.0007818805,0.000704713,0.9758493,0.00008203892,0.00002011399,0.001006287,0.0004371908,0.001130464,0.01888864,0.0001709388,0.0007774723,0.0001509695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964708,0.001827153,0.00003505926,0.0007797922,0.0002923683,0.0003600912,0.000001662178,0.00003415758,0.0001988831],"genre_scores_gemma":[0.9988963,0.00004552329,0.0005950469,0.0001335276,0.0001550365,0.00002965827,0.000003796255,0.00001149923,0.0001296183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2596932,"threshold_uncertainty_score":0.5034291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582335519703008,"score_gpt":0.2717734103703708,"score_spread":0.2559500551733407,"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."}}