{"id":"W4401909631","doi":"10.2139/ssrn.4937283","title":"Induced Testicular Hyperthermia in Rams Rapidly Impairs Epididymal Sperm Quality and Reduces Spermatogenesis","year":2024,"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":"Spermatogenesis; Sperm quality; Sperm; Andrology; Epididymis; Biology; 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":[0.0002489592,0.0005838756,0.0009501296,0.0004426662,0.00024088,0.0004760848,0.0004349675,0.0006662415,0.004717288],"category_scores_gemma":[0.0003568308,0.0004313037,0.0004130818,0.0001510307,0.001058965,0.000329963,0.0004383735,0.001336074,0.0008481374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890586,"about_ca_system_score_gemma":0.0003900001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006426178,"about_ca_topic_score_gemma":0.001061594,"domain_scores_codex":[0.9997519,0.00004826827,0.00001383908,0.00007162368,0.00004307295,0.000071362],"domain_scores_gemma":[0.9995813,0.0000608462,0.00009738618,0.00007147288,0.00001808809,0.0001709287],"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":[0.01065564,0.0005369479,0.003235333,0.0001338288,0.00006914073,0.000294858,0.0001300614,0.0001808629,0.9791912,0.0001096916,0.0003762741,0.005086276],"study_design_scores_gemma":[0.001606558,0.04928153,0.2626896,0.0001164187,0.0004521251,0.002135202,0.001273927,0.004320608,0.6722319,0.001204098,0.00453594,0.0001520606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975342,0.0005745842,0.0006850464,0.0001421975,0.0001293512,0.00002963649,0.0002747972,0.0001361182,0.0004939217],"genre_scores_gemma":[0.9936752,0.0005041478,0.0007345213,0.0001473662,0.0001073175,0.0001026565,0.0005569253,0.00005778366,0.004114028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004717288,"threshold_uncertainty_score":0.01578093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066903662277781,"score_gpt":0.3078789933858895,"score_spread":0.2772099567631117,"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."}}